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🚦 feat: Auto-reinitialize MCP Servers on Request (#9226)
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parent
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28 changed files with 871 additions and 312 deletions
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@ -3,7 +3,7 @@ const { SerpAPI } = require('@langchain/community/tools/serpapi');
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const { Calculator } = require('@langchain/community/tools/calculator');
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const { mcpToolPattern, loadWebSearchAuth } = require('@librechat/api');
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const { EnvVar, createCodeExecutionTool, createSearchTool } = require('@librechat/agents');
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const { Tools, EToolResources, replaceSpecialVars } = require('librechat-data-provider');
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const { Tools, Constants, EToolResources, replaceSpecialVars } = require('librechat-data-provider');
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const {
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availableTools,
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manifestToolMap,
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@ -24,9 +24,9 @@ const {
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const { primeFiles: primeCodeFiles } = require('~/server/services/Files/Code/process');
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const { createFileSearchTool, primeFiles: primeSearchFiles } = require('./fileSearch');
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const { getUserPluginAuthValue } = require('~/server/services/PluginService');
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const { createMCPTool, createMCPTools } = require('~/server/services/MCP');
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const { loadAuthValues } = require('~/server/services/Tools/credentials');
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const { getCachedTools } = require('~/server/services/Config');
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const { createMCPTool } = require('~/server/services/MCP');
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/**
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* Validates the availability and authentication of tools for a user based on environment variables or user-specific plugin authentication values.
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@ -123,6 +123,8 @@ const getAuthFields = (toolKey) => {
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*
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* @param {object} object
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* @param {string} object.user
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* @param {Record<string, Record<string, string>>} [object.userMCPAuthMap]
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* @param {AbortSignal} [object.signal]
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* @param {Pick<Agent, 'id' | 'provider' | 'model'>} [object.agent]
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* @param {string} [object.model]
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* @param {EModelEndpoint} [object.endpoint]
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@ -137,7 +139,9 @@ const loadTools = async ({
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user,
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agent,
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model,
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signal,
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endpoint,
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userMCPAuthMap,
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tools = [],
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options = {},
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functions = true,
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@ -231,6 +235,7 @@ const loadTools = async ({
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/** @type {Record<string, string>} */
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const toolContextMap = {};
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const cachedTools = (await getCachedTools({ userId: user, includeGlobal: true })) ?? {};
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const requestedMCPTools = {};
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for (const tool of tools) {
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if (tool === Tools.execute_code) {
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@ -299,14 +304,35 @@ Current Date & Time: ${replaceSpecialVars({ text: '{{iso_datetime}}' })}
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};
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continue;
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} else if (tool && cachedTools && mcpToolPattern.test(tool)) {
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requestedTools[tool] = async () =>
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const [toolName, serverName] = tool.split(Constants.mcp_delimiter);
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if (toolName === Constants.mcp_all) {
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const currentMCPGenerator = async (index) =>
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createMCPTools({
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req: options.req,
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res: options.res,
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index,
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serverName,
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userMCPAuthMap,
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model: agent?.model ?? model,
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provider: agent?.provider ?? endpoint,
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signal,
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});
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requestedMCPTools[serverName] = [currentMCPGenerator];
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continue;
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}
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const currentMCPGenerator = async (index) =>
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createMCPTool({
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index,
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req: options.req,
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res: options.res,
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toolKey: tool,
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userMCPAuthMap,
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model: agent?.model ?? model,
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provider: agent?.provider ?? endpoint,
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signal,
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});
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requestedMCPTools[serverName] = requestedMCPTools[serverName] || [];
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requestedMCPTools[serverName].push(currentMCPGenerator);
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continue;
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}
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@ -346,6 +372,34 @@ Current Date & Time: ${replaceSpecialVars({ text: '{{iso_datetime}}' })}
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}
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const loadedTools = (await Promise.all(toolPromises)).flatMap((plugin) => plugin || []);
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const mcpToolPromises = [];
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/** MCP server tools are initialized sequentially by server */
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let index = -1;
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for (const [serverName, generators] of Object.entries(requestedMCPTools)) {
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index++;
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for (const generator of generators) {
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try {
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if (generator && generators.length === 1) {
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mcpToolPromises.push(
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generator(index).catch((error) => {
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logger.error(`Error loading ${serverName} tools:`, error);
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return null;
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}),
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);
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continue;
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}
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const mcpTool = await generator(index);
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if (Array.isArray(mcpTool)) {
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loadedTools.push(...mcpTool);
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} else if (mcpTool) {
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loadedTools.push(mcpTool);
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}
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} catch (error) {
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logger.error(`Error loading MCP tool for server ${serverName}:`, error);
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}
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}
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}
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loadedTools.push(...(await Promise.all(mcpToolPromises)).flatMap((plugin) => plugin || []));
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return { loadedTools, toolContextMap };
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};
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