diff --git a/api/package.json b/api/package.json
index e64165348b..f8d9b6e642 100644
--- a/api/package.json
+++ b/api/package.json
@@ -47,7 +47,7 @@
     "@langchain/google-genai": "^0.2.13",
     "@langchain/google-vertexai": "^0.2.13",
     "@langchain/textsplitters": "^0.1.0",
-    "@librechat/agents": "^3.0.20",
+    "@librechat/agents": "^3.0.21",
     "@librechat/api": "*",
     "@librechat/data-schemas": "*",
     "@microsoft/microsoft-graph-client": "^3.0.7",
diff --git a/api/server/controllers/agents/callbacks.js b/api/server/controllers/agents/callbacks.js
index 7d82a24b4b..4742495fc7 100644
--- a/api/server/controllers/agents/callbacks.js
+++ b/api/server/controllers/agents/callbacks.js
@@ -162,7 +162,7 @@ function getDefaultHandlers({ res, aggregateContent, toolEndCallback, collectedU
   }
   const handlers = {
     [GraphEvents.CHAT_MODEL_END]: new ModelEndHandler(collectedUsage),
-    [GraphEvents.TOOL_END]: new ToolEndHandler(toolEndCallback),
+    [GraphEvents.TOOL_END]: new ToolEndHandler(toolEndCallback, logger),
     [GraphEvents.CHAT_MODEL_STREAM]: new ChatModelStreamHandler(),
     [GraphEvents.ON_RUN_STEP]: {
       /**
diff --git a/package-lock.json b/package-lock.json
index 3bc7520a70..9e0910e69d 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -63,7 +63,7 @@
         "@langchain/google-genai": "^0.2.13",
         "@langchain/google-vertexai": "^0.2.13",
         "@langchain/textsplitters": "^0.1.0",
-        "@librechat/agents": "^3.0.20",
+        "@librechat/agents": "^3.0.21",
         "@librechat/api": "*",
         "@librechat/data-schemas": "*",
         "@microsoft/microsoft-graph-client": "^3.0.7",
@@ -16351,9 +16351,9 @@
       }
     },
     "node_modules/@librechat/agents": {
-      "version": "3.0.20",
-      "resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-3.0.20.tgz",
-      "integrity": "sha512-GSFpTYIylN/01c4QksMlsKBkptB4v9qYHzcT7rXxHzj568W7mz0ZPBfs1N6PwZRyp+1RgDwo3v38CS4oQmdOTQ==",
+      "version": "3.0.21",
+      "resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-3.0.21.tgz",
+      "integrity": "sha512-IZmq0Z5xplBHk2bHTM85h3222OCh5/doYvmVLyYtSjjvoSa3HDsTMxDtYUV5bs0wRIqddrRslq6qwDN7/UWuvQ==",
       "license": "MIT",
       "dependencies": {
         "@langchain/anthropic": "^0.3.26",
@@ -47334,7 +47334,7 @@
         "@azure/storage-blob": "^12.27.0",
         "@keyv/redis": "^4.3.3",
         "@langchain/core": "^0.3.79",
-        "@librechat/agents": "^3.0.20",
+        "@librechat/agents": "^3.0.21",
         "@librechat/data-schemas": "*",
         "@modelcontextprotocol/sdk": "^1.21.0",
         "axios": "^1.12.1",
diff --git a/packages/api/package.json b/packages/api/package.json
index 1197aa9881..0900598bac 100644
--- a/packages/api/package.json
+++ b/packages/api/package.json
@@ -84,7 +84,7 @@
     "@azure/storage-blob": "^12.27.0",
     "@keyv/redis": "^4.3.3",
     "@langchain/core": "^0.3.79",
-    "@librechat/agents": "^3.0.20",
+    "@librechat/agents": "^3.0.21",
     "@librechat/data-schemas": "*",
     "@modelcontextprotocol/sdk": "^1.21.0",
     "axios": "^1.12.1",