From fdb75e1a87245ab771f529b97e1f9534de20f0c7 Mon Sep 17 00:00:00 2001 From: Emma Jin Date: Thu, 13 Nov 2025 15:24:02 -0800 Subject: [PATCH 01/89] Update Semgrep link in README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8e787b3a..a50b6f1a 100644 --- a/README.md +++ b/README.md @@ -452,7 +452,7 @@ Official integrations are maintained by companies building production ready MCP - Search1API Logo **[Search1API](https://github.com/fatwang2/search1api-mcp)** - One API for Search, Crawling, and Sitemaps - SearchUnify Logo **[SearchUnify](https://github.com/searchunify/su-mcp/)** - SearchUnify MCP Server (su-mcp) enables seamless integration of SearchUnify with Claude Desktop - Secureframe Logo **[Secureframe](https://github.com/secureframe/secureframe-mcp-server)** - Query security controls, monitor compliance tests, and access audit data across SOC 2, ISO 27001, CMMC, FedRAMP, and other frameworks from [Secureframe](https://secureframe.com). -- Semgrep Logo **[Semgrep](https://github.com/semgrep/mcp)** - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/). +- Semgrep Logo **[Semgrep](https://github.com/semgrep/semgrep/blob/develop/cli/src/semgrep/mcp/README.md)** - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/). - Sequa Logo **[Sequa.AI](https://github.com/sequa-ai/sequa-mcp)** - Stop stitching context for Copilot and Cursor. With [Sequa MCP](https://github.com/sequa-ai/sequa-mcp), your AI tools know all your codebases and docs out of the box. - Shortcut Logo **[Shortcut](https://github.com/useshortcut/mcp-server-shortcut)** - Access and implement all of your projects and tasks (Stories) from [Shortcut](https://shortcut.com/). - Simplifier Logo **[Simplifier](https://github.com/simplifier-ag/simplifier-mcp)** - Manage connectors, business objects and more in your [Simplifier](https://simplifier.io/) low code platform. From 6dda92b77b8bd1b87543fee29eaa0d79a5261f29 Mon Sep 17 00:00:00 2001 From: jnick26 Date: Sat, 15 Nov 2025 12:58:40 +0200 Subject: [PATCH 02/89] fix(sequential-thinking): Keep case of json params and description same Models are confused about the case of the variables, which results into random validation errors. Keeping them the same helps to remove back and forth. --- src/sequentialthinking/index.ts | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/src/sequentialthinking/index.ts b/src/sequentialthinking/index.ts index 6b747206..4e9da63a 100644 --- a/src/sequentialthinking/index.ts +++ b/src/sequentialthinking/index.ts @@ -44,14 +44,14 @@ Parameters explained: * Changes in approach * Hypothesis generation * Hypothesis verification -- next_thought_needed: True if you need more thinking, even if at what seemed like the end -- thought_number: Current number in sequence (can go beyond initial total if needed) -- total_thoughts: Current estimate of thoughts needed (can be adjusted up/down) -- is_revision: A boolean indicating if this thought revises previous thinking -- revises_thought: If is_revision is true, which thought number is being reconsidered -- branch_from_thought: If branching, which thought number is the branching point -- branch_id: Identifier for the current branch (if any) -- needs_more_thoughts: If reaching end but realizing more thoughts needed +- nextThoughtNeeded: True if you need more thinking, even if at what seemed like the end +- thoughtNumber: Current number in sequence (can go beyond initial total if needed) +- totalThoughts: Current estimate of thoughts needed (can be adjusted up/down) +- isRevision: A boolean indicating if this thought revises previous thinking +- revisesThought: If is_revision is true, which thought number is being reconsidered +- branchFromThought: If branching, which thought number is the branching point +- branchId: Identifier for the current branch (if any) +- needsMoreThoughts: If reaching end but realizing more thoughts needed You should: 1. Start with an initial estimate of needed thoughts, but be ready to adjust From 4d49d709889607f69d96658161b08a9671a5ffcd Mon Sep 17 00:00:00 2001 From: Mert Erbak <71733533+merterbak@users.noreply.github.com> Date: Tue, 18 Nov 2025 00:37:15 +0300 Subject: [PATCH 03/89] Add MCP-Grok to Community Servers (#3020) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a50b6f1a..40053069 100644 --- a/README.md +++ b/README.md @@ -854,6 +854,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[GraphQL](https://github.com/drestrepom/mcp_graphql)** - Comprehensive GraphQL API integration that automatically exposes each GraphQL query as a separate tool. - **[GraphQL Schema](https://github.com/hannesj/mcp-graphql-schema)** - Allow LLMs to explore large GraphQL schemas without bloating the context. - **[Graylog](https://github.com/Pranavj17/mcp-server-graylog)** - Search Graylog logs by absolute/relative timestamps, filter by streams, and debug production issues directly from Claude Desktop. +- **[Grok-MCP](https://github.com/merterbak/Grok-MCP)** - MCP server for xAI’s API featuring the latest Grok models, image analysis & generation, and web search. - **[gx-mcp-server](https://github.com/davidf9999/gx-mcp-server)** - Expose Great Expectations data validation and quality checks as MCP tools for AI agents. - **[HackMD](https://github.com/yuna0x0/hackmd-mcp)** (by yuna0x0) - An MCP server for HackMD, a collaborative markdown editor. It allows users to create, read, and update documents in HackMD using the Model Context Protocol. - **[HAProxy](https://github.com/tuannvm/haproxy-mcp-server)** - A Model Context Protocol (MCP) server for HAProxy implemented in Go, leveraging HAProxy Runtime API. From ec5357226a2028a08494443e53d6f81fc3de016f Mon Sep 17 00:00:00 2001 From: adam jones Date: Mon, 17 Nov 2025 21:41:22 +0000 Subject: [PATCH 04/89] Update Claude Code GitHub Action from beta to v1 (#3018) Updates the Claude Code GitHub Action to use the stable v1 GA release instead of the beta version. ## Changes - Updates action version from `@beta` to `@v1` - Migrates `allowed_tools` to `claude_args: --allowedTools` - Migrates `custom_instructions` to `claude_args: --system-prompt` - Retains `additional_permissions` and `assignee_trigger` (both still supported in v1) ## Behavior The action continues to work the same way: - Triggers on `@claude` mentions in comments, reviews, and issues - Triggers when assigned to an issue as "claude" - Allows Claude to run Bash commands - Allows Claude to read CI results on PRs - Applies custom instructions for posting concise summaries --- .github/workflows/claude.yml | 13 +++++-------- 1 file changed, 5 insertions(+), 8 deletions(-) diff --git a/.github/workflows/claude.yml b/.github/workflows/claude.yml index b09fc3eb..2b566cd2 100644 --- a/.github/workflows/claude.yml +++ b/.github/workflows/claude.yml @@ -32,7 +32,7 @@ jobs: - name: Run Claude Code id: claude - uses: anthropics/claude-code-action@beta + uses: anthropics/claude-code-action@v1 with: anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }} @@ -42,10 +42,7 @@ jobs: # Trigger when assigned to an issue assignee_trigger: "claude" - - # Allow Claude to run bash - # This should be safe given the repo is already public - allowed_tools: "Bash" - - custom_instructions: | - If posting a comment to GitHub, give a concise summary of the comment at the top and put all the details in a
block. + + claude_args: | + --allowedTools Bash + --system-prompt "If posting a comment to GitHub, give a concise summary of the comment at the top and put all the details in a
block." From 28a313206c7f1350ba946a923044f2f05a5a54f1 Mon Sep 17 00:00:00 2001 From: adam jones Date: Mon, 17 Nov 2025 21:41:31 +0000 Subject: [PATCH 05/89] fix(ci): test failures should fail the build (#3019) The 'Check if tests exist' step was actually running tests with continue-on-error: true. If tests failed, it would set has-tests=false and skip the actual test step, making CI appear green even with failing tests. Simplified to use 'npm test --if-present' which: - Runs tests if a test script exists (and fails if tests fail) - Does nothing and exits 0 if no test script exists - Removes the need for the complex check logic Fixes the issue where PR #3014 had failing tests but CI was green. --- .github/workflows/typescript.yml | 14 +------------- 1 file changed, 1 insertion(+), 13 deletions(-) diff --git a/.github/workflows/typescript.yml b/.github/workflows/typescript.yml index 87717166..c99318bd 100644 --- a/.github/workflows/typescript.yml +++ b/.github/workflows/typescript.yml @@ -41,21 +41,9 @@ jobs: working-directory: src/${{ matrix.package }} run: npm ci - - name: Check if tests exist - id: check-tests - working-directory: src/${{ matrix.package }} - run: | - if npm run test --silent 2>/dev/null; then - echo "has-tests=true" >> $GITHUB_OUTPUT - else - echo "has-tests=false" >> $GITHUB_OUTPUT - fi - continue-on-error: true - - name: Run tests - if: steps.check-tests.outputs.has-tests == 'true' working-directory: src/${{ matrix.package }} - run: npm test + run: npm test --if-present build: needs: [detect-packages, test] From 4dc24cf349e69197c2f6a25e76ca2a6c8e30b3b0 Mon Sep 17 00:00:00 2001 From: adam jones Date: Thu, 20 Nov 2025 17:00:04 +0000 Subject: [PATCH 06/89] fix(filesystem): convert to modern TypeScript SDK APIs (#3016) * fix(filesystem): convert to modern TypeScript SDK APIs Convert the filesystem server to use the modern McpServer API instead of the low-level Server API. Key changes: - Replace Server with McpServer from @modelcontextprotocol/sdk/server/mcp.js - Convert all 13 tools to use registerTool() instead of manual request handlers - Use Zod schemas directly in inputSchema/outputSchema - Add structuredContent to all tool responses - Fix type literals to use 'as const' assertions - Update roots protocol handling to use server.server.* pattern - Fix tsconfig to exclude vitest.config.ts Tools converted: - read_file (deprecated) - read_text_file - read_media_file - read_multiple_files - write_file - edit_file - create_directory - list_directory - list_directory_with_sizes - directory_tree - move_file - search_files - get_file_info - list_allowed_directories The modern API provides: - Less boilerplate code - Better type safety with Zod - More declarative tool registration - Cleaner, more maintainable code * fix: use default import for minimatch minimatch v10+ uses default export instead of named export * fix(filesystem): use named import for minimatch The minimatch module doesn't have a default export, so we need to use the named import syntax instead. Fixes TypeScript compilation error: error TS2613: Module has no default export. Did you mean to use 'import { minimatch } from "minimatch"' instead? --- src/filesystem/index.ts | 1039 ++++++++++++++++++---------------- src/filesystem/tsconfig.json | 3 +- 2 files changed, 565 insertions(+), 477 deletions(-) diff --git a/src/filesystem/index.ts b/src/filesystem/index.ts index 78881962..e8ddc233 100644 --- a/src/filesystem/index.ts +++ b/src/filesystem/index.ts @@ -1,11 +1,8 @@ #!/usr/bin/env node -import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; import { - CallToolRequestSchema, - ListToolsRequestSchema, - ToolSchema, RootsListChangedNotificationSchema, type Root, } from "@modelcontextprotocol/sdk/types.js"; @@ -13,7 +10,6 @@ import fs from "fs/promises"; import { createReadStream } from "fs"; import path from "path"; import { z } from "zod"; -import { zodToJsonSchema } from "zod-to-json-schema"; import { minimatch } from "minimatch"; import { normalizePath, expandHome } from './path-utils.js'; import { getValidRootDirectories } from './roots-utils.js'; @@ -143,20 +139,12 @@ const GetFileInfoArgsSchema = z.object({ path: z.string(), }); -const ToolInputSchema = ToolSchema.shape.inputSchema; -type ToolInput = z.infer; - // Server setup -const server = new Server( +const server = new McpServer( { name: "secure-filesystem-server", version: "0.2.0", - }, - { - capabilities: { - tools: {}, - }, - }, + } ); // Reads a file as a stream of buffers, concatenates them, and then encodes @@ -177,468 +165,567 @@ async function readFileAsBase64Stream(filePath: string): Promise { }); } -// Tool handlers -server.setRequestHandler(ListToolsRequestSchema, async () => { - return { - tools: [ - { - name: "read_file", - description: "Read the complete contents of a file as text. DEPRECATED: Use read_text_file instead.", - inputSchema: zodToJsonSchema(ReadTextFileArgsSchema) as ToolInput, - }, - { - name: "read_text_file", - description: - "Read the complete contents of a file from the file system as text. " + - "Handles various text encodings and provides detailed error messages " + - "if the file cannot be read. Use this tool when you need to examine " + - "the contents of a single file. Use the 'head' parameter to read only " + - "the first N lines of a file, or the 'tail' parameter to read only " + - "the last N lines of a file. Operates on the file as text regardless of extension. " + - "Only works within allowed directories.", - inputSchema: zodToJsonSchema(ReadTextFileArgsSchema) as ToolInput, - }, - { - name: "read_media_file", - description: - "Read an image or audio file. Returns the base64 encoded data and MIME type. " + - "Only works within allowed directories.", - inputSchema: zodToJsonSchema(ReadMediaFileArgsSchema) as ToolInput, - }, - { - name: "read_multiple_files", - description: - "Read the contents of multiple files simultaneously. This is more " + - "efficient than reading files one by one when you need to analyze " + - "or compare multiple files. Each file's content is returned with its " + - "path as a reference. Failed reads for individual files won't stop " + - "the entire operation. Only works within allowed directories.", - inputSchema: zodToJsonSchema(ReadMultipleFilesArgsSchema) as ToolInput, - }, - { - name: "write_file", - description: - "Create a new file or completely overwrite an existing file with new content. " + - "Use with caution as it will overwrite existing files without warning. " + - "Handles text content with proper encoding. Only works within allowed directories.", - inputSchema: zodToJsonSchema(WriteFileArgsSchema) as ToolInput, - }, - { - name: "edit_file", - description: - "Make line-based edits to a text file. Each edit replaces exact line sequences " + - "with new content. Returns a git-style diff showing the changes made. " + - "Only works within allowed directories.", - inputSchema: zodToJsonSchema(EditFileArgsSchema) as ToolInput, - }, - { - name: "create_directory", - description: - "Create a new directory or ensure a directory exists. Can create multiple " + - "nested directories in one operation. If the directory already exists, " + - "this operation will succeed silently. Perfect for setting up directory " + - "structures for projects or ensuring required paths exist. Only works within allowed directories.", - inputSchema: zodToJsonSchema(CreateDirectoryArgsSchema) as ToolInput, - }, - { - name: "list_directory", - description: - "Get a detailed listing of all files and directories in a specified path. " + - "Results clearly distinguish between files and directories with [FILE] and [DIR] " + - "prefixes. This tool is essential for understanding directory structure and " + - "finding specific files within a directory. Only works within allowed directories.", - inputSchema: zodToJsonSchema(ListDirectoryArgsSchema) as ToolInput, - }, - { - name: "list_directory_with_sizes", - description: - "Get a detailed listing of all files and directories in a specified path, including sizes. " + - "Results clearly distinguish between files and directories with [FILE] and [DIR] " + - "prefixes. This tool is useful for understanding directory structure and " + - "finding specific files within a directory. Only works within allowed directories.", - inputSchema: zodToJsonSchema(ListDirectoryWithSizesArgsSchema) as ToolInput, - }, - { - name: "directory_tree", - description: - "Get a recursive tree view of files and directories as a JSON structure. " + - "Each entry includes 'name', 'type' (file/directory), and 'children' for directories. " + - "Files have no children array, while directories always have a children array (which may be empty). " + - "The output is formatted with 2-space indentation for readability. Only works within allowed directories.", - inputSchema: zodToJsonSchema(DirectoryTreeArgsSchema) as ToolInput, - }, - { - name: "move_file", - description: - "Move or rename files and directories. Can move files between directories " + - "and rename them in a single operation. If the destination exists, the " + - "operation will fail. Works across different directories and can be used " + - "for simple renaming within the same directory. Both source and destination must be within allowed directories.", - inputSchema: zodToJsonSchema(MoveFileArgsSchema) as ToolInput, - }, - { - name: "search_files", - description: - "Recursively search for files and directories matching a pattern. " + - "The patterns should be glob-style patterns that match paths relative to the working directory. " + - "Use pattern like '*.ext' to match files in current directory, and '**/*.ext' to match files in all subdirectories. " + - "Returns full paths to all matching items. Great for finding files when you don't know their exact location. " + - "Only searches within allowed directories.", - inputSchema: zodToJsonSchema(SearchFilesArgsSchema) as ToolInput, - }, - { - name: "get_file_info", - description: - "Retrieve detailed metadata about a file or directory. Returns comprehensive " + - "information including size, creation time, last modified time, permissions, " + - "and type. This tool is perfect for understanding file characteristics " + - "without reading the actual content. Only works within allowed directories.", - inputSchema: zodToJsonSchema(GetFileInfoArgsSchema) as ToolInput, - }, - { - name: "list_allowed_directories", - description: - "Returns the list of directories that this server is allowed to access. " + - "Subdirectories within these allowed directories are also accessible. " + - "Use this to understand which directories and their nested paths are available " + - "before trying to access files.", - inputSchema: { - type: "object", - properties: {}, - required: [], - }, - }, - ], - }; -}); +// Tool registrations +// read_file (deprecated) and read_text_file +const readTextFileHandler = async (args: z.infer) => { + const validPath = await validatePath(args.path); -server.setRequestHandler(CallToolRequestSchema, async (request) => { - try { - const { name, arguments: args } = request.params; + if (args.head && args.tail) { + throw new Error("Cannot specify both head and tail parameters simultaneously"); + } - switch (name) { - case "read_file": - case "read_text_file": { - const parsed = ReadTextFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for read_text_file: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - - if (parsed.data.head && parsed.data.tail) { - throw new Error("Cannot specify both head and tail parameters simultaneously"); - } - - if (parsed.data.tail) { - // Use memory-efficient tail implementation for large files - const tailContent = await tailFile(validPath, parsed.data.tail); - return { - content: [{ type: "text", text: tailContent }], - }; - } - - if (parsed.data.head) { - // Use memory-efficient head implementation for large files - const headContent = await headFile(validPath, parsed.data.head); - return { - content: [{ type: "text", text: headContent }], - }; - } - const content = await readFileContent(validPath); - return { - content: [{ type: "text", text: content }], - }; - } - - case "read_media_file": { - const parsed = ReadMediaFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for read_media_file: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const extension = path.extname(validPath).toLowerCase(); - const mimeTypes: Record = { - ".png": "image/png", - ".jpg": "image/jpeg", - ".jpeg": "image/jpeg", - ".gif": "image/gif", - ".webp": "image/webp", - ".bmp": "image/bmp", - ".svg": "image/svg+xml", - ".mp3": "audio/mpeg", - ".wav": "audio/wav", - ".ogg": "audio/ogg", - ".flac": "audio/flac", - }; - const mimeType = mimeTypes[extension] || "application/octet-stream"; - const data = await readFileAsBase64Stream(validPath); - const type = mimeType.startsWith("image/") - ? "image" - : mimeType.startsWith("audio/") - ? "audio" - : "blob"; - return { - content: [{ type, data, mimeType }], - }; - } - - case "read_multiple_files": { - const parsed = ReadMultipleFilesArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for read_multiple_files: ${parsed.error}`); - } - const results = await Promise.all( - parsed.data.paths.map(async (filePath: string) => { - try { - const validPath = await validatePath(filePath); - const content = await readFileContent(validPath); - return `${filePath}:\n${content}\n`; - } catch (error) { - const errorMessage = error instanceof Error ? error.message : String(error); - return `${filePath}: Error - ${errorMessage}`; - } - }), - ); - return { - content: [{ type: "text", text: results.join("\n---\n") }], - }; - } - - case "write_file": { - const parsed = WriteFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for write_file: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - await writeFileContent(validPath, parsed.data.content); - return { - content: [{ type: "text", text: `Successfully wrote to ${parsed.data.path}` }], - }; - } - - case "edit_file": { - const parsed = EditFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for edit_file: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const result = await applyFileEdits(validPath, parsed.data.edits, parsed.data.dryRun); - return { - content: [{ type: "text", text: result }], - }; - } - - case "create_directory": { - const parsed = CreateDirectoryArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for create_directory: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - await fs.mkdir(validPath, { recursive: true }); - return { - content: [{ type: "text", text: `Successfully created directory ${parsed.data.path}` }], - }; - } - - case "list_directory": { - const parsed = ListDirectoryArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for list_directory: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const entries = await fs.readdir(validPath, { withFileTypes: true }); - const formatted = entries - .map((entry) => `${entry.isDirectory() ? "[DIR]" : "[FILE]"} ${entry.name}`) - .join("\n"); - return { - content: [{ type: "text", text: formatted }], - }; - } - - case "list_directory_with_sizes": { - const parsed = ListDirectoryWithSizesArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for list_directory_with_sizes: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const entries = await fs.readdir(validPath, { withFileTypes: true }); - - // Get detailed information for each entry - const detailedEntries = await Promise.all( - entries.map(async (entry) => { - const entryPath = path.join(validPath, entry.name); - try { - const stats = await fs.stat(entryPath); - return { - name: entry.name, - isDirectory: entry.isDirectory(), - size: stats.size, - mtime: stats.mtime - }; - } catch (error) { - return { - name: entry.name, - isDirectory: entry.isDirectory(), - size: 0, - mtime: new Date(0) - }; - } - }) - ); - - // Sort entries based on sortBy parameter - const sortedEntries = [...detailedEntries].sort((a, b) => { - if (parsed.data.sortBy === 'size') { - return b.size - a.size; // Descending by size - } - // Default sort by name - return a.name.localeCompare(b.name); - }); - - // Format the output - const formattedEntries = sortedEntries.map(entry => - `${entry.isDirectory ? "[DIR]" : "[FILE]"} ${entry.name.padEnd(30)} ${ - entry.isDirectory ? "" : formatSize(entry.size).padStart(10) - }` - ); - - // Add summary - const totalFiles = detailedEntries.filter(e => !e.isDirectory).length; - const totalDirs = detailedEntries.filter(e => e.isDirectory).length; - const totalSize = detailedEntries.reduce((sum, entry) => sum + (entry.isDirectory ? 0 : entry.size), 0); - - const summary = [ - "", - `Total: ${totalFiles} files, ${totalDirs} directories`, - `Combined size: ${formatSize(totalSize)}` - ]; - - return { - content: [{ - type: "text", - text: [...formattedEntries, ...summary].join("\n") - }], - }; - } - - case "directory_tree": { - const parsed = DirectoryTreeArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for directory_tree: ${parsed.error}`); - } - - interface TreeEntry { - name: string; - type: 'file' | 'directory'; - children?: TreeEntry[]; - } - const rootPath = parsed.data.path; - - async function buildTree(currentPath: string, excludePatterns: string[] = []): Promise { - const validPath = await validatePath(currentPath); - const entries = await fs.readdir(validPath, {withFileTypes: true}); - const result: TreeEntry[] = []; - - for (const entry of entries) { - const relativePath = path.relative(rootPath, path.join(currentPath, entry.name)); - const shouldExclude = excludePatterns.some(pattern => { - if (pattern.includes('*')) { - return minimatch(relativePath, pattern, {dot: true}); - } - // For files: match exact name or as part of path - // For directories: match as directory path - return minimatch(relativePath, pattern, {dot: true}) || - minimatch(relativePath, `**/${pattern}`, {dot: true}) || - minimatch(relativePath, `**/${pattern}/**`, {dot: true}); - }); - if (shouldExclude) - continue; - - const entryData: TreeEntry = { - name: entry.name, - type: entry.isDirectory() ? 'directory' : 'file' - }; - - if (entry.isDirectory()) { - const subPath = path.join(currentPath, entry.name); - entryData.children = await buildTree(subPath, excludePatterns); - } - - result.push(entryData); - } - - return result; - } - - const treeData = await buildTree(rootPath, parsed.data.excludePatterns); - return { - content: [{ - type: "text", - text: JSON.stringify(treeData, null, 2) - }], - }; - } - - case "move_file": { - const parsed = MoveFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for move_file: ${parsed.error}`); - } - const validSourcePath = await validatePath(parsed.data.source); - const validDestPath = await validatePath(parsed.data.destination); - await fs.rename(validSourcePath, validDestPath); - return { - content: [{ type: "text", text: `Successfully moved ${parsed.data.source} to ${parsed.data.destination}` }], - }; - } - - case "search_files": { - const parsed = SearchFilesArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for search_files: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const results = await searchFilesWithValidation(validPath, parsed.data.pattern, allowedDirectories, { excludePatterns: parsed.data.excludePatterns }); - return { - content: [{ type: "text", text: results.length > 0 ? results.join("\n") : "No matches found" }], - }; - } - - case "get_file_info": { - const parsed = GetFileInfoArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for get_file_info: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const info = await getFileStats(validPath); - return { - content: [{ type: "text", text: Object.entries(info) - .map(([key, value]) => `${key}: ${value}`) - .join("\n") }], - }; - } - - case "list_allowed_directories": { - return { - content: [{ - type: "text", - text: `Allowed directories:\n${allowedDirectories.join('\n')}` - }], - }; - } - - default: - throw new Error(`Unknown tool: ${name}`); - } - } catch (error) { - const errorMessage = error instanceof Error ? error.message : String(error); + if (args.tail) { + const tailContent = await tailFile(validPath, args.tail); return { - content: [{ type: "text", text: `Error: ${errorMessage}` }], - isError: true, + content: [{ type: "text" as const, text: tailContent }], }; } -}); + + if (args.head) { + const headContent = await headFile(validPath, args.head); + return { + content: [{ type: "text" as const, text: headContent }], + }; + } + const content = await readFileContent(validPath); + return { + content: [{ type: "text" as const, text: content }], + }; +}; + +server.registerTool( + "read_file", + { + title: "Read File (Deprecated)", + description: "Read the complete contents of a file as text. DEPRECATED: Use read_text_file instead.", + inputSchema: { + path: z.string(), + tail: z.number().optional().describe("If provided, returns only the last N lines of the file"), + head: z.number().optional().describe("If provided, returns only the first N lines of the file") + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + readTextFileHandler +); + +server.registerTool( + "read_text_file", + { + title: "Read Text File", + description: + "Read the complete contents of a file from the file system as text. " + + "Handles various text encodings and provides detailed error messages " + + "if the file cannot be read. Use this tool when you need to examine " + + "the contents of a single file. Use the 'head' parameter to read only " + + "the first N lines of a file, or the 'tail' parameter to read only " + + "the last N lines of a file. Operates on the file as text regardless of extension. " + + "Only works within allowed directories.", + inputSchema: { + path: z.string(), + tail: z.number().optional().describe("If provided, returns only the last N lines of the file"), + head: z.number().optional().describe("If provided, returns only the first N lines of the file") + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + readTextFileHandler +); + +server.registerTool( + "read_media_file", + { + title: "Read Media File", + description: + "Read an image or audio file. Returns the base64 encoded data and MIME type. " + + "Only works within allowed directories.", + inputSchema: { + path: z.string() + }, + outputSchema: { + content: z.array(z.object({ + type: z.enum(["image", "audio"]), + data: z.string(), + mimeType: z.string() + })) + } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const extension = path.extname(validPath).toLowerCase(); + const mimeTypes: Record = { + ".png": "image/png", + ".jpg": "image/jpeg", + ".jpeg": "image/jpeg", + ".gif": "image/gif", + ".webp": "image/webp", + ".bmp": "image/bmp", + ".svg": "image/svg+xml", + ".mp3": "audio/mpeg", + ".wav": "audio/wav", + ".ogg": "audio/ogg", + ".flac": "audio/flac", + }; + const mimeType = mimeTypes[extension] || "application/octet-stream"; + const data = await readFileAsBase64Stream(validPath); + + if (mimeType.startsWith("audio/")) { + return { + content: [{ type: "audio" as const, data, mimeType }], + }; + } else { + // For all other media types including images and unknown types, return as image + // (MCP ImageContent can handle any base64-encoded binary data with appropriate mimeType) + return { + content: [{ type: "image" as const, data, mimeType }], + }; + } + } +); + +server.registerTool( + "read_multiple_files", + { + title: "Read Multiple Files", + description: + "Read the contents of multiple files simultaneously. This is more " + + "efficient than reading files one by one when you need to analyze " + + "or compare multiple files. Each file's content is returned with its " + + "path as a reference. Failed reads for individual files won't stop " + + "the entire operation. Only works within allowed directories.", + inputSchema: { + paths: z.array(z.string()) + .min(1) + .describe("Array of file paths to read. Each path must be a string pointing to a valid file within allowed directories.") + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + const results = await Promise.all( + args.paths.map(async (filePath: string) => { + try { + const validPath = await validatePath(filePath); + const content = await readFileContent(validPath); + return `${filePath}:\n${content}\n`; + } catch (error) { + const errorMessage = error instanceof Error ? error.message : String(error); + return `${filePath}: Error - ${errorMessage}`; + } + }), + ); + return { + content: [{ type: "text" as const, text: results.join("\n---\n") }], + }; + } +); + +server.registerTool( + "write_file", + { + title: "Write File", + description: + "Create a new file or completely overwrite an existing file with new content. " + + "Use with caution as it will overwrite existing files without warning. " + + "Handles text content with proper encoding. Only works within allowed directories.", + inputSchema: { + path: z.string(), + content: z.string() + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + await writeFileContent(validPath, args.content); + return { + content: [{ type: "text" as const, text: `Successfully wrote to ${args.path}` }], + }; + } +); + +server.registerTool( + "edit_file", + { + title: "Edit File", + description: + "Make line-based edits to a text file. Each edit replaces exact line sequences " + + "with new content. Returns a git-style diff showing the changes made. " + + "Only works within allowed directories.", + inputSchema: { + path: z.string(), + edits: z.array(z.object({ + oldText: z.string().describe("Text to search for - must match exactly"), + newText: z.string().describe("Text to replace with") + })), + dryRun: z.boolean().default(false).describe("Preview changes using git-style diff format") + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const result = await applyFileEdits(validPath, args.edits, args.dryRun); + return { + content: [{ type: "text" as const, text: result }], + }; + } +); + +server.registerTool( + "create_directory", + { + title: "Create Directory", + description: + "Create a new directory or ensure a directory exists. Can create multiple " + + "nested directories in one operation. If the directory already exists, " + + "this operation will succeed silently. Perfect for setting up directory " + + "structures for projects or ensuring required paths exist. Only works within allowed directories.", + inputSchema: { + path: z.string() + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + await fs.mkdir(validPath, { recursive: true }); + return { + content: [{ type: "text" as const, text: `Successfully created directory ${args.path}` }], + }; + } +); + +server.registerTool( + "list_directory", + { + title: "List Directory", + description: + "Get a detailed listing of all files and directories in a specified path. " + + "Results clearly distinguish between files and directories with [FILE] and [DIR] " + + "prefixes. This tool is essential for understanding directory structure and " + + "finding specific files within a directory. Only works within allowed directories.", + inputSchema: { + path: z.string() + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const entries = await fs.readdir(validPath, { withFileTypes: true }); + const formatted = entries + .map((entry) => `${entry.isDirectory() ? "[DIR]" : "[FILE]"} ${entry.name}`) + .join("\n"); + return { + content: [{ type: "text" as const, text: formatted }], + }; + } +); + +server.registerTool( + "list_directory_with_sizes", + { + title: "List Directory with Sizes", + description: + "Get a detailed listing of all files and directories in a specified path, including sizes. " + + "Results clearly distinguish between files and directories with [FILE] and [DIR] " + + "prefixes. This tool is useful for understanding directory structure and " + + "finding specific files within a directory. Only works within allowed directories.", + inputSchema: { + path: z.string(), + sortBy: z.enum(["name", "size"]).optional().default("name").describe("Sort entries by name or size") + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const entries = await fs.readdir(validPath, { withFileTypes: true }); + + // Get detailed information for each entry + const detailedEntries = await Promise.all( + entries.map(async (entry) => { + const entryPath = path.join(validPath, entry.name); + try { + const stats = await fs.stat(entryPath); + return { + name: entry.name, + isDirectory: entry.isDirectory(), + size: stats.size, + mtime: stats.mtime + }; + } catch (error) { + return { + name: entry.name, + isDirectory: entry.isDirectory(), + size: 0, + mtime: new Date(0) + }; + } + }) + ); + + // Sort entries based on sortBy parameter + const sortedEntries = [...detailedEntries].sort((a, b) => { + if (args.sortBy === 'size') { + return b.size - a.size; // Descending by size + } + // Default sort by name + return a.name.localeCompare(b.name); + }); + + // Format the output + const formattedEntries = sortedEntries.map(entry => + `${entry.isDirectory ? "[DIR]" : "[FILE]"} ${entry.name.padEnd(30)} ${ + entry.isDirectory ? "" : formatSize(entry.size).padStart(10) + }` + ); + + // Add summary + const totalFiles = detailedEntries.filter(e => !e.isDirectory).length; + const totalDirs = detailedEntries.filter(e => e.isDirectory).length; + const totalSize = detailedEntries.reduce((sum, entry) => sum + (entry.isDirectory ? 0 : entry.size), 0); + + const summary = [ + "", + `Total: ${totalFiles} files, ${totalDirs} directories`, + `Combined size: ${formatSize(totalSize)}` + ]; + + return { + content: [{ + type: "text" as const, + text: [...formattedEntries, ...summary].join("\n") + }], + }; + } +); + +server.registerTool( + "directory_tree", + { + title: "Directory Tree", + description: + "Get a recursive tree view of files and directories as a JSON structure. " + + "Each entry includes 'name', 'type' (file/directory), and 'children' for directories. " + + "Files have no children array, while directories always have a children array (which may be empty). " + + "The output is formatted with 2-space indentation for readability. Only works within allowed directories.", + inputSchema: { + path: z.string(), + excludePatterns: z.array(z.string()).optional().default([]) + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + interface TreeEntry { + name: string; + type: 'file' | 'directory'; + children?: TreeEntry[]; + } + const rootPath = args.path; + + async function buildTree(currentPath: string, excludePatterns: string[] = []): Promise { + const validPath = await validatePath(currentPath); + const entries = await fs.readdir(validPath, { withFileTypes: true }); + const result: TreeEntry[] = []; + + for (const entry of entries) { + const relativePath = path.relative(rootPath, path.join(currentPath, entry.name)); + const shouldExclude = excludePatterns.some(pattern => { + if (pattern.includes('*')) { + return minimatch(relativePath, pattern, { dot: true }); + } + // For files: match exact name or as part of path + // For directories: match as directory path + return minimatch(relativePath, pattern, { dot: true }) || + minimatch(relativePath, `**/${pattern}`, { dot: true }) || + minimatch(relativePath, `**/${pattern}/**`, { dot: true }); + }); + if (shouldExclude) + continue; + + const entryData: TreeEntry = { + name: entry.name, + type: entry.isDirectory() ? 'directory' : 'file' + }; + + if (entry.isDirectory()) { + const subPath = path.join(currentPath, entry.name); + entryData.children = await buildTree(subPath, excludePatterns); + } + + result.push(entryData); + } + + return result; + } + + const treeData = await buildTree(rootPath, args.excludePatterns); + return { + content: [{ + type: "text" as const, + text: JSON.stringify(treeData, null, 2) + }], + }; + } +); + +server.registerTool( + "move_file", + { + title: "Move File", + description: + "Move or rename files and directories. Can move files between directories " + + "and rename them in a single operation. If the destination exists, the " + + "operation will fail. Works across different directories and can be used " + + "for simple renaming within the same directory. Both source and destination must be within allowed directories.", + inputSchema: { + source: z.string(), + destination: z.string() + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + const validSourcePath = await validatePath(args.source); + const validDestPath = await validatePath(args.destination); + await fs.rename(validSourcePath, validDestPath); + return { + content: [{ type: "text" as const, text: `Successfully moved ${args.source} to ${args.destination}` }], + }; + } +); + +server.registerTool( + "search_files", + { + title: "Search Files", + description: + "Recursively search for files and directories matching a pattern. " + + "The patterns should be glob-style patterns that match paths relative to the working directory. " + + "Use pattern like '*.ext' to match files in current directory, and '**/*.ext' to match files in all subdirectories. " + + "Returns full paths to all matching items. Great for finding files when you don't know their exact location. " + + "Only searches within allowed directories.", + inputSchema: { + path: z.string(), + pattern: z.string(), + excludePatterns: z.array(z.string()).optional().default([]) + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const results = await searchFilesWithValidation(validPath, args.pattern, allowedDirectories, { excludePatterns: args.excludePatterns }); + return { + content: [{ type: "text" as const, text: results.length > 0 ? results.join("\n") : "No matches found" }], + }; + } +); + +server.registerTool( + "get_file_info", + { + title: "Get File Info", + description: + "Retrieve detailed metadata about a file or directory. Returns comprehensive " + + "information including size, creation time, last modified time, permissions, " + + "and type. This tool is perfect for understanding file characteristics " + + "without reading the actual content. Only works within allowed directories.", + inputSchema: { + path: z.string() + }, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const info = await getFileStats(validPath); + return { + content: [{ type: "text" as const, text: Object.entries(info) + .map(([key, value]) => `${key}: ${value}`) + .join("\n") }], + }; + } +); + +server.registerTool( + "list_allowed_directories", + { + title: "List Allowed Directories", + description: + "Returns the list of directories that this server is allowed to access. " + + "Subdirectories within these allowed directories are also accessible. " + + "Use this to understand which directories and their nested paths are available " + + "before trying to access files.", + inputSchema: {}, + outputSchema: { + content: z.array(z.object({ + type: z.literal("text"), + text: z.string() + })) + } + }, + async () => { + return { + content: [{ + type: "text" as const, + text: `Allowed directories:\n${allowedDirectories.join('\n')}` + }], + }; + } +); // Updates allowed directories based on MCP client roots async function updateAllowedDirectoriesFromRoots(requestedRoots: Root[]) { @@ -653,10 +740,10 @@ async function updateAllowedDirectoriesFromRoots(requestedRoots: Root[]) { } // Handles dynamic roots updates during runtime, when client sends "roots/list_changed" notification, server fetches the updated roots and replaces all allowed directories with the new roots. -server.setNotificationHandler(RootsListChangedNotificationSchema, async () => { +server.server.setNotificationHandler(RootsListChangedNotificationSchema, async () => { try { // Request the updated roots list from the client - const response = await server.listRoots(); + const response = await server.server.listRoots(); if (response && 'roots' in response) { await updateAllowedDirectoriesFromRoots(response.roots); } @@ -666,12 +753,12 @@ server.setNotificationHandler(RootsListChangedNotificationSchema, async () => { }); // Handles post-initialization setup, specifically checking for and fetching MCP roots. -server.oninitialized = async () => { - const clientCapabilities = server.getClientCapabilities(); +server.server.oninitialized = async () => { + const clientCapabilities = server.server.getClientCapabilities(); if (clientCapabilities?.roots) { try { - const response = await server.listRoots(); + const response = await server.server.listRoots(); if (response && 'roots' in response) { await updateAllowedDirectoriesFromRoots(response.roots); } else { diff --git a/src/filesystem/tsconfig.json b/src/filesystem/tsconfig.json index 31a299d9..db219c5b 100644 --- a/src/filesystem/tsconfig.json +++ b/src/filesystem/tsconfig.json @@ -12,6 +12,7 @@ "exclude": [ "**/__tests__/**", "**/*.test.ts", - "**/*.spec.ts" + "**/*.spec.ts", + "vitest.config.ts" ] } From 88a2ac436091b1d03f5b506bb6736f893b4d75e4 Mon Sep 17 00:00:00 2001 From: adam jones Date: Thu, 20 Nov 2025 19:05:30 +0000 Subject: [PATCH 07/89] fix(sequential-thinking): convert to modern TypeScript SDK APIs (#3014) * fix(sequential-thinking): convert to modern TypeScript SDK APIs Convert the sequential-thinking server to use the modern McpServer API instead of the low-level Server API. Key changes: - Replace Server with McpServer from @modelcontextprotocol/sdk/server/mcp.js - Use registerTool() method instead of manual request handlers - Use Zod schemas directly in inputSchema/outputSchema - Add structuredContent to tool responses - Fix type literals to use 'as const' assertions The modern API provides: - Less boilerplate code - Better type safety with Zod - More declarative tool registration - Cleaner, more maintainable code * fix: exclude test files from TypeScript build Add exclude for test files and vitest.config.ts to tsconfig * refactor: remove redundant validation now handled by Zod Zod schema already validates all required fields and types. Removed validateThoughtData() method and kept only business logic validation (adjusting totalThoughts if needed). * fix(sequentialthinking): add Zod validation to processThought method The modern API migration removed manual validation from processThought(), but tests call this method directly, bypassing the Zod validation in the tool registration layer. This commit adds Zod validation directly in the processThought() method to ensure validation works both when called via MCP and when called directly (e.g., in tests). Also improves error message formatting to match the expected error messages in the tests. * refactor: simplify by removing redundant validation Since processThought() is only called through the tool registration in production, validation always happens via Zod schemas at that layer. Removed redundant validation logic from processThought() and updated tests to reflect this architectural decision. Changes: - Remove Zod validation from processThought() method - Accept ThoughtData type instead of unknown - Remove 10 validation tests that are now handled at tool registration - Add comment explaining validation approach --- src/sequentialthinking/__tests__/lib.test.ts | 135 +---------------- src/sequentialthinking/index.ts | 143 +++++++------------ src/sequentialthinking/lib.ts | 61 +++----- src/sequentialthinking/tsconfig.json | 12 +- 4 files changed, 78 insertions(+), 273 deletions(-) diff --git a/src/sequentialthinking/__tests__/lib.test.ts b/src/sequentialthinking/__tests__/lib.test.ts index a97e41f5..2114c5ec 100644 --- a/src/sequentialthinking/__tests__/lib.test.ts +++ b/src/sequentialthinking/__tests__/lib.test.ts @@ -22,107 +22,8 @@ describe('SequentialThinkingServer', () => { server = new SequentialThinkingServer(); }); - describe('processThought - validation', () => { - it('should reject input with missing thought', () => { - const input = { - thoughtNumber: 1, - totalThoughts: 3, - nextThoughtNeeded: true - }; - - const result = server.processThought(input); - expect(result.isError).toBe(true); - expect(result.content[0].text).toContain('Invalid thought'); - }); - - it('should reject input with non-string thought', () => { - const input = { - thought: 123, - thoughtNumber: 1, - totalThoughts: 3, - nextThoughtNeeded: true - }; - - const result = server.processThought(input); - expect(result.isError).toBe(true); - expect(result.content[0].text).toContain('Invalid thought'); - }); - - it('should reject input with missing thoughtNumber', () => { - const input = { - thought: 'Test thought', - totalThoughts: 3, - nextThoughtNeeded: true - }; - - const result = server.processThought(input); - expect(result.isError).toBe(true); - expect(result.content[0].text).toContain('Invalid thoughtNumber'); - }); - - it('should reject input with non-number thoughtNumber', () => { - const input = { - thought: 'Test thought', - thoughtNumber: '1', - totalThoughts: 3, - nextThoughtNeeded: true - }; - - const result = server.processThought(input); - expect(result.isError).toBe(true); - expect(result.content[0].text).toContain('Invalid thoughtNumber'); - }); - - it('should reject input with missing totalThoughts', () => { - const input = { - thought: 'Test thought', - thoughtNumber: 1, - nextThoughtNeeded: true - }; - - const result = server.processThought(input); - expect(result.isError).toBe(true); - expect(result.content[0].text).toContain('Invalid totalThoughts'); - }); - - it('should reject input with non-number totalThoughts', () => { - const input = { - thought: 'Test thought', - thoughtNumber: 1, - totalThoughts: '3', - nextThoughtNeeded: true - }; - - const result = server.processThought(input); - expect(result.isError).toBe(true); - expect(result.content[0].text).toContain('Invalid totalThoughts'); - }); - - it('should reject input with missing nextThoughtNeeded', () => { - const input = { - thought: 'Test thought', - thoughtNumber: 1, - totalThoughts: 3 - }; - - const result = server.processThought(input); - expect(result.isError).toBe(true); - expect(result.content[0].text).toContain('Invalid nextThoughtNeeded'); - }); - - it('should reject input with non-boolean nextThoughtNeeded', () => { - const input = { - thought: 'Test thought', - thoughtNumber: 1, - totalThoughts: 3, - nextThoughtNeeded: 'true' - }; - - const result = server.processThought(input); - expect(result.isError).toBe(true); - expect(result.content[0].text).toContain('Invalid nextThoughtNeeded'); - }); - }); + // Note: Input validation tests removed - validation now happens at the tool + // registration layer via Zod schemas before processThought is called describe('processThought - valid inputs', () => { it('should accept valid basic thought', () => { @@ -275,19 +176,6 @@ describe('SequentialThinkingServer', () => { }); describe('processThought - edge cases', () => { - it('should reject empty thought string', () => { - const input = { - thought: '', - thoughtNumber: 1, - totalThoughts: 1, - nextThoughtNeeded: false - }; - - const result = server.processThought(input); - expect(result.isError).toBe(true); - expect(result.content[0].text).toContain('Invalid thought'); - }); - it('should handle very long thought strings', () => { const input = { thought: 'a'.repeat(10000), @@ -349,25 +237,6 @@ describe('SequentialThinkingServer', () => { expect(result.content[0]).toHaveProperty('text'); }); - it('should return correct error structure on failure', () => { - const input = { - thought: 'Test', - thoughtNumber: 1, - totalThoughts: 1 - // missing nextThoughtNeeded - }; - - const result = server.processThought(input); - - expect(result).toHaveProperty('isError', true); - expect(result).toHaveProperty('content'); - expect(Array.isArray(result.content)).toBe(true); - - const errorData = JSON.parse(result.content[0].text); - expect(errorData).toHaveProperty('error'); - expect(errorData).toHaveProperty('status', 'failed'); - }); - it('should return valid JSON in response', () => { const input = { thought: 'Test thought', diff --git a/src/sequentialthinking/index.ts b/src/sequentialthinking/index.ts index 4e9da63a..44af5c0e 100644 --- a/src/sequentialthinking/index.ts +++ b/src/sequentialthinking/index.ts @@ -1,17 +1,22 @@ #!/usr/bin/env node -import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; -import { - CallToolRequestSchema, - ListToolsRequestSchema, - Tool, -} from "@modelcontextprotocol/sdk/types.js"; +import { z } from "zod"; import { SequentialThinkingServer } from './lib.js'; -const SEQUENTIAL_THINKING_TOOL: Tool = { - name: "sequentialthinking", - description: `A detailed tool for dynamic and reflective problem-solving through thoughts. +const server = new McpServer({ + name: "sequential-thinking-server", + version: "0.2.0", +}); + +const thinkingServer = new SequentialThinkingServer(); + +server.registerTool( + "sequentialthinking", + { + title: "Sequential Thinking", + description: `A detailed tool for dynamic and reflective problem-solving through thoughts. This tool helps analyze problems through a flexible thinking process that can adapt and evolve. Each thought can build on, question, or revise previous insights as understanding deepens. @@ -37,13 +42,13 @@ Key features: Parameters explained: - thought: Your current thinking step, which can include: -* Regular analytical steps -* Revisions of previous thoughts -* Questions about previous decisions -* Realizations about needing more analysis -* Changes in approach -* Hypothesis generation -* Hypothesis verification + * Regular analytical steps + * Revisions of previous thoughts + * Questions about previous decisions + * Realizations about needing more analysis + * Changes in approach + * Hypothesis generation + * Hypothesis verification - nextThoughtNeeded: True if you need more thinking, even if at what seemed like the end - thoughtNumber: Current number in sequence (can go beyond initial total if needed) - totalThoughts: Current estimate of thoughts needed (can be adjusted up/down) @@ -65,86 +70,42 @@ You should: 9. Repeat the process until satisfied with the solution 10. Provide a single, ideally correct answer as the final output 11. Only set next_thought_needed to false when truly done and a satisfactory answer is reached`, - inputSchema: { - type: "object", - properties: { - thought: { - type: "string", - description: "Your current thinking step" - }, - nextThoughtNeeded: { - type: "boolean", - description: "Whether another thought step is needed" - }, - thoughtNumber: { - type: "integer", - description: "Current thought number (numeric value, e.g., 1, 2, 3)", - minimum: 1 - }, - totalThoughts: { - type: "integer", - description: "Estimated total thoughts needed (numeric value, e.g., 5, 10)", - minimum: 1 - }, - isRevision: { - type: "boolean", - description: "Whether this revises previous thinking" - }, - revisesThought: { - type: "integer", - description: "Which thought is being reconsidered", - minimum: 1 - }, - branchFromThought: { - type: "integer", - description: "Branching point thought number", - minimum: 1 - }, - branchId: { - type: "string", - description: "Branch identifier" - }, - needsMoreThoughts: { - type: "boolean", - description: "If more thoughts are needed" - } + inputSchema: { + thought: z.string().describe("Your current thinking step"), + nextThoughtNeeded: z.boolean().describe("Whether another thought step is needed"), + thoughtNumber: z.number().int().min(1).describe("Current thought number (numeric value, e.g., 1, 2, 3)"), + totalThoughts: z.number().int().min(1).describe("Estimated total thoughts needed (numeric value, e.g., 5, 10)"), + isRevision: z.boolean().optional().describe("Whether this revises previous thinking"), + revisesThought: z.number().int().min(1).optional().describe("Which thought is being reconsidered"), + branchFromThought: z.number().int().min(1).optional().describe("Branching point thought number"), + branchId: z.string().optional().describe("Branch identifier"), + needsMoreThoughts: z.boolean().optional().describe("If more thoughts are needed") + }, + outputSchema: { + thoughtNumber: z.number(), + totalThoughts: z.number(), + nextThoughtNeeded: z.boolean(), + branches: z.array(z.string()), + thoughtHistoryLength: z.number() }, - required: ["thought", "nextThoughtNeeded", "thoughtNumber", "totalThoughts"] - } -}; - -const server = new Server( - { - name: "sequential-thinking-server", - version: "0.2.0", }, - { - capabilities: { - tools: {}, - }, + async (args) => { + const result = thinkingServer.processThought(args); + + if (result.isError) { + return result; + } + + // Parse the JSON response to get structured content + const parsedContent = JSON.parse(result.content[0].text); + + return { + content: result.content, + structuredContent: parsedContent + }; } ); -const thinkingServer = new SequentialThinkingServer(); - -server.setRequestHandler(ListToolsRequestSchema, async () => ({ - tools: [SEQUENTIAL_THINKING_TOOL], -})); - -server.setRequestHandler(CallToolRequestSchema, async (request) => { - if (request.params.name === "sequentialthinking") { - return thinkingServer.processThought(request.params.arguments); - } - - return { - content: [{ - type: "text", - text: `Unknown tool: ${request.params.name}` - }], - isError: true - }; -}); - async function runServer() { const transport = new StdioServerTransport(); await server.connect(transport); diff --git a/src/sequentialthinking/lib.ts b/src/sequentialthinking/lib.ts index c5ee9cad..31a10986 100644 --- a/src/sequentialthinking/lib.ts +++ b/src/sequentialthinking/lib.ts @@ -21,35 +21,6 @@ export class SequentialThinkingServer { this.disableThoughtLogging = (process.env.DISABLE_THOUGHT_LOGGING || "").toLowerCase() === "true"; } - private validateThoughtData(input: unknown): ThoughtData { - const data = input as Record; - - if (!data.thought || typeof data.thought !== 'string') { - throw new Error('Invalid thought: must be a string'); - } - if (!data.thoughtNumber || typeof data.thoughtNumber !== 'number') { - throw new Error('Invalid thoughtNumber: must be a number'); - } - if (!data.totalThoughts || typeof data.totalThoughts !== 'number') { - throw new Error('Invalid totalThoughts: must be a number'); - } - if (typeof data.nextThoughtNeeded !== 'boolean') { - throw new Error('Invalid nextThoughtNeeded: must be a boolean'); - } - - return { - thought: data.thought, - thoughtNumber: data.thoughtNumber, - totalThoughts: data.totalThoughts, - nextThoughtNeeded: data.nextThoughtNeeded, - isRevision: data.isRevision as boolean | undefined, - revisesThought: data.revisesThought as number | undefined, - branchFromThought: data.branchFromThought as number | undefined, - branchId: data.branchId as string | undefined, - needsMoreThoughts: data.needsMoreThoughts as boolean | undefined, - }; - } - private formatThought(thoughtData: ThoughtData): string { const { thoughtNumber, totalThoughts, thought, isRevision, revisesThought, branchFromThought, branchId } = thoughtData; @@ -78,35 +49,35 @@ export class SequentialThinkingServer { └${border}┘`; } - public processThought(input: unknown): { content: Array<{ type: string; text: string }>; isError?: boolean } { + public processThought(input: ThoughtData): { content: Array<{ type: "text"; text: string }>; isError?: boolean } { try { - const validatedInput = this.validateThoughtData(input); - - if (validatedInput.thoughtNumber > validatedInput.totalThoughts) { - validatedInput.totalThoughts = validatedInput.thoughtNumber; + // Validation happens at the tool registration layer via Zod + // Adjust totalThoughts if thoughtNumber exceeds it + if (input.thoughtNumber > input.totalThoughts) { + input.totalThoughts = input.thoughtNumber; } - this.thoughtHistory.push(validatedInput); + this.thoughtHistory.push(input); - if (validatedInput.branchFromThought && validatedInput.branchId) { - if (!this.branches[validatedInput.branchId]) { - this.branches[validatedInput.branchId] = []; + if (input.branchFromThought && input.branchId) { + if (!this.branches[input.branchId]) { + this.branches[input.branchId] = []; } - this.branches[validatedInput.branchId].push(validatedInput); + this.branches[input.branchId].push(input); } if (!this.disableThoughtLogging) { - const formattedThought = this.formatThought(validatedInput); + const formattedThought = this.formatThought(input); console.error(formattedThought); } return { content: [{ - type: "text", + type: "text" as const, text: JSON.stringify({ - thoughtNumber: validatedInput.thoughtNumber, - totalThoughts: validatedInput.totalThoughts, - nextThoughtNeeded: validatedInput.nextThoughtNeeded, + thoughtNumber: input.thoughtNumber, + totalThoughts: input.totalThoughts, + nextThoughtNeeded: input.nextThoughtNeeded, branches: Object.keys(this.branches), thoughtHistoryLength: this.thoughtHistory.length }, null, 2) @@ -115,7 +86,7 @@ export class SequentialThinkingServer { } catch (error) { return { content: [{ - type: "text", + type: "text" as const, text: JSON.stringify({ error: error instanceof Error ? error.message : String(error), status: 'failed' diff --git a/src/sequentialthinking/tsconfig.json b/src/sequentialthinking/tsconfig.json index 2ce5843e..d2d86555 100644 --- a/src/sequentialthinking/tsconfig.json +++ b/src/sequentialthinking/tsconfig.json @@ -2,9 +2,13 @@ "extends": "../../tsconfig.json", "compilerOptions": { "outDir": "./dist", - "rootDir": ".", - "moduleResolution": "NodeNext", - "module": "NodeNext" + "rootDir": "." }, - "include": ["./**/*.ts"] + "include": [ + "./**/*.ts" + ], + "exclude": [ + "**/*.test.ts", + "vitest.config.ts" + ] } From b84637314f61cd4a244d3e5641207770c8239298 Mon Sep 17 00:00:00 2001 From: adam jones Date: Thu, 20 Nov 2025 19:09:44 +0000 Subject: [PATCH 08/89] fix(memory): convert to modern TypeScript SDK APIs (#3015) * fix(memory): convert to modern TypeScript SDK APIs Convert the memory server to use the modern McpServer API instead of the low-level Server API. Key changes: - Replace Server with McpServer from @modelcontextprotocol/sdk/server/mcp.js - Convert all 9 tools to use registerTool() instead of manual request handlers - Create reusable Zod schemas for Entity and Relation types - Use Zod schemas directly in inputSchema/outputSchema - Add structuredContent to all tool responses - Fix type literals to use 'as const' assertions The modern API provides: - Less boilerplate code (removed ~200 lines of schema definitions) - Better type safety with Zod - More declarative tool registration - Cleaner, more maintainable code * fix: exclude test files from TypeScript build Add exclude for test files and vitest.config.ts to tsconfig --- src/memory/index.ts | 453 +++++++++++++++++++-------------------- src/memory/tsconfig.json | 23 +- 2 files changed, 234 insertions(+), 242 deletions(-) diff --git a/src/memory/index.ts b/src/memory/index.ts index 94585a44..c7d781d2 100644 --- a/src/memory/index.ts +++ b/src/memory/index.ts @@ -1,11 +1,8 @@ #!/usr/bin/env node -import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; -import { - CallToolRequestSchema, - ListToolsRequestSchema, -} from "@modelcontextprotocol/sdk/types.js"; +import { z } from "zod"; import { promises as fs } from 'fs'; import path from 'path'; import { fileURLToPath } from 'url'; @@ -226,243 +223,235 @@ export class KnowledgeGraphManager { let knowledgeGraphManager: KnowledgeGraphManager; +// Zod schemas for entities and relations +const EntitySchema = z.object({ + name: z.string().describe("The name of the entity"), + entityType: z.string().describe("The type of the entity"), + observations: z.array(z.string()).describe("An array of observation contents associated with the entity") +}); + +const RelationSchema = z.object({ + from: z.string().describe("The name of the entity where the relation starts"), + to: z.string().describe("The name of the entity where the relation ends"), + relationType: z.string().describe("The type of the relation") +}); // The server instance and tools exposed to Claude -const server = new Server({ +const server = new McpServer({ name: "memory-server", version: "0.6.3", -}, { - capabilities: { - tools: {}, +}); + +// Register create_entities tool +server.registerTool( + "create_entities", + { + title: "Create Entities", + description: "Create multiple new entities in the knowledge graph", + inputSchema: { + entities: z.array(EntitySchema) }, - },); - -server.setRequestHandler(ListToolsRequestSchema, async () => { - return { - tools: [ - { - name: "create_entities", - description: "Create multiple new entities in the knowledge graph", - inputSchema: { - type: "object", - properties: { - entities: { - type: "array", - items: { - type: "object", - properties: { - name: { type: "string", description: "The name of the entity" }, - entityType: { type: "string", description: "The type of the entity" }, - observations: { - type: "array", - items: { type: "string" }, - description: "An array of observation contents associated with the entity" - }, - }, - required: ["name", "entityType", "observations"], - additionalProperties: false, - }, - }, - }, - required: ["entities"], - additionalProperties: false, - }, - }, - { - name: "create_relations", - description: "Create multiple new relations between entities in the knowledge graph. Relations should be in active voice", - inputSchema: { - type: "object", - properties: { - relations: { - type: "array", - items: { - type: "object", - properties: { - from: { type: "string", description: "The name of the entity where the relation starts" }, - to: { type: "string", description: "The name of the entity where the relation ends" }, - relationType: { type: "string", description: "The type of the relation" }, - }, - required: ["from", "to", "relationType"], - additionalProperties: false, - }, - }, - }, - required: ["relations"], - additionalProperties: false, - }, - }, - { - name: "add_observations", - description: "Add new observations to existing entities in the knowledge graph", - inputSchema: { - type: "object", - properties: { - observations: { - type: "array", - items: { - type: "object", - properties: { - entityName: { type: "string", description: "The name of the entity to add the observations to" }, - contents: { - type: "array", - items: { type: "string" }, - description: "An array of observation contents to add" - }, - }, - required: ["entityName", "contents"], - additionalProperties: false, - }, - }, - }, - required: ["observations"], - additionalProperties: false, - }, - }, - { - name: "delete_entities", - description: "Delete multiple entities and their associated relations from the knowledge graph", - inputSchema: { - type: "object", - properties: { - entityNames: { - type: "array", - items: { type: "string" }, - description: "An array of entity names to delete" - }, - }, - required: ["entityNames"], - additionalProperties: false, - }, - }, - { - name: "delete_observations", - description: "Delete specific observations from entities in the knowledge graph", - inputSchema: { - type: "object", - properties: { - deletions: { - type: "array", - items: { - type: "object", - properties: { - entityName: { type: "string", description: "The name of the entity containing the observations" }, - observations: { - type: "array", - items: { type: "string" }, - description: "An array of observations to delete" - }, - }, - required: ["entityName", "observations"], - additionalProperties: false, - }, - }, - }, - required: ["deletions"], - additionalProperties: false, - }, - }, - { - name: "delete_relations", - description: "Delete multiple relations from the knowledge graph", - inputSchema: { - type: "object", - properties: { - relations: { - type: "array", - items: { - type: "object", - properties: { - from: { type: "string", description: "The name of the entity where the relation starts" }, - to: { type: "string", description: "The name of the entity where the relation ends" }, - relationType: { type: "string", description: "The type of the relation" }, - }, - required: ["from", "to", "relationType"], - additionalProperties: false, - }, - description: "An array of relations to delete" - }, - }, - required: ["relations"], - additionalProperties: false, - }, - }, - { - name: "read_graph", - description: "Read the entire knowledge graph", - inputSchema: { - type: "object", - properties: {}, - additionalProperties: false, - }, - }, - { - name: "search_nodes", - description: "Search for nodes in the knowledge graph based on a query", - inputSchema: { - type: "object", - properties: { - query: { type: "string", description: "The search query to match against entity names, types, and observation content" }, - }, - required: ["query"], - additionalProperties: false, - }, - }, - { - name: "open_nodes", - description: "Open specific nodes in the knowledge graph by their names", - inputSchema: { - type: "object", - properties: { - names: { - type: "array", - items: { type: "string" }, - description: "An array of entity names to retrieve", - }, - }, - required: ["names"], - additionalProperties: false, - }, - }, - ], - }; -}); - -server.setRequestHandler(CallToolRequestSchema, async (request) => { - const { name, arguments: args } = request.params; - - if (name === "read_graph") { - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.readGraph(), null, 2) }] }; + outputSchema: { + entities: z.array(EntitySchema) + } + }, + async ({ entities }) => { + const result = await knowledgeGraphManager.createEntities(entities); + return { + content: [{ type: "text" as const, text: JSON.stringify(result, null, 2) }], + structuredContent: { entities: result } + }; } +); - if (!args) { - throw new Error(`No arguments provided for tool: ${name}`); +// Register create_relations tool +server.registerTool( + "create_relations", + { + title: "Create Relations", + description: "Create multiple new relations between entities in the knowledge graph. Relations should be in active voice", + inputSchema: { + relations: z.array(RelationSchema) + }, + outputSchema: { + relations: z.array(RelationSchema) + } + }, + async ({ relations }) => { + const result = await knowledgeGraphManager.createRelations(relations); + return { + content: [{ type: "text" as const, text: JSON.stringify(result, null, 2) }], + structuredContent: { relations: result } + }; } +); - switch (name) { - case "create_entities": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.createEntities(args.entities as Entity[]), null, 2) }] }; - case "create_relations": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.createRelations(args.relations as Relation[]), null, 2) }] }; - case "add_observations": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.addObservations(args.observations as { entityName: string; contents: string[] }[]), null, 2) }] }; - case "delete_entities": - await knowledgeGraphManager.deleteEntities(args.entityNames as string[]); - return { content: [{ type: "text", text: "Entities deleted successfully" }] }; - case "delete_observations": - await knowledgeGraphManager.deleteObservations(args.deletions as { entityName: string; observations: string[] }[]); - return { content: [{ type: "text", text: "Observations deleted successfully" }] }; - case "delete_relations": - await knowledgeGraphManager.deleteRelations(args.relations as Relation[]); - return { content: [{ type: "text", text: "Relations deleted successfully" }] }; - case "search_nodes": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.searchNodes(args.query as string), null, 2) }] }; - case "open_nodes": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.openNodes(args.names as string[]), null, 2) }] }; - default: - throw new Error(`Unknown tool: ${name}`); +// Register add_observations tool +server.registerTool( + "add_observations", + { + title: "Add Observations", + description: "Add new observations to existing entities in the knowledge graph", + inputSchema: { + observations: z.array(z.object({ + entityName: z.string().describe("The name of the entity to add the observations to"), + contents: z.array(z.string()).describe("An array of observation contents to add") + })) + }, + outputSchema: { + results: z.array(z.object({ + entityName: z.string(), + addedObservations: z.array(z.string()) + })) + } + }, + async ({ observations }) => { + const result = await knowledgeGraphManager.addObservations(observations); + return { + content: [{ type: "text" as const, text: JSON.stringify(result, null, 2) }], + structuredContent: { results: result } + }; } -}); +); + +// Register delete_entities tool +server.registerTool( + "delete_entities", + { + title: "Delete Entities", + description: "Delete multiple entities and their associated relations from the knowledge graph", + inputSchema: { + entityNames: z.array(z.string()).describe("An array of entity names to delete") + }, + outputSchema: { + success: z.boolean(), + message: z.string() + } + }, + async ({ entityNames }) => { + await knowledgeGraphManager.deleteEntities(entityNames); + return { + content: [{ type: "text" as const, text: "Entities deleted successfully" }], + structuredContent: { success: true, message: "Entities deleted successfully" } + }; + } +); + +// Register delete_observations tool +server.registerTool( + "delete_observations", + { + title: "Delete Observations", + description: "Delete specific observations from entities in the knowledge graph", + inputSchema: { + deletions: z.array(z.object({ + entityName: z.string().describe("The name of the entity containing the observations"), + observations: z.array(z.string()).describe("An array of observations to delete") + })) + }, + outputSchema: { + success: z.boolean(), + message: z.string() + } + }, + async ({ deletions }) => { + await knowledgeGraphManager.deleteObservations(deletions); + return { + content: [{ type: "text" as const, text: "Observations deleted successfully" }], + structuredContent: { success: true, message: "Observations deleted successfully" } + }; + } +); + +// Register delete_relations tool +server.registerTool( + "delete_relations", + { + title: "Delete Relations", + description: "Delete multiple relations from the knowledge graph", + inputSchema: { + relations: z.array(RelationSchema).describe("An array of relations to delete") + }, + outputSchema: { + success: z.boolean(), + message: z.string() + } + }, + async ({ relations }) => { + await knowledgeGraphManager.deleteRelations(relations); + return { + content: [{ type: "text" as const, text: "Relations deleted successfully" }], + structuredContent: { success: true, message: "Relations deleted successfully" } + }; + } +); + +// Register read_graph tool +server.registerTool( + "read_graph", + { + title: "Read Graph", + description: "Read the entire knowledge graph", + inputSchema: {}, + outputSchema: { + entities: z.array(EntitySchema), + relations: z.array(RelationSchema) + } + }, + async () => { + const graph = await knowledgeGraphManager.readGraph(); + return { + content: [{ type: "text" as const, text: JSON.stringify(graph, null, 2) }], + structuredContent: { ...graph } + }; + } +); + +// Register search_nodes tool +server.registerTool( + "search_nodes", + { + title: "Search Nodes", + description: "Search for nodes in the knowledge graph based on a query", + inputSchema: { + query: z.string().describe("The search query to match against entity names, types, and observation content") + }, + outputSchema: { + entities: z.array(EntitySchema), + relations: z.array(RelationSchema) + } + }, + async ({ query }) => { + const graph = await knowledgeGraphManager.searchNodes(query); + return { + content: [{ type: "text" as const, text: JSON.stringify(graph, null, 2) }], + structuredContent: { ...graph } + }; + } +); + +// Register open_nodes tool +server.registerTool( + "open_nodes", + { + title: "Open Nodes", + description: "Open specific nodes in the knowledge graph by their names", + inputSchema: { + names: z.array(z.string()).describe("An array of entity names to retrieve") + }, + outputSchema: { + entities: z.array(EntitySchema), + relations: z.array(RelationSchema) + } + }, + async ({ names }) => { + const graph = await knowledgeGraphManager.openNodes(names); + return { + content: [{ type: "text" as const, text: JSON.stringify(graph, null, 2) }], + structuredContent: { ...graph } + }; + } +); async function main() { // Initialize memory file path with backward compatibility diff --git a/src/memory/tsconfig.json b/src/memory/tsconfig.json index 4d33cae1..d2d86555 100644 --- a/src/memory/tsconfig.json +++ b/src/memory/tsconfig.json @@ -1,11 +1,14 @@ { - "extends": "../../tsconfig.json", - "compilerOptions": { - "outDir": "./dist", - "rootDir": "." - }, - "include": [ - "./**/*.ts" - ] - } - \ No newline at end of file + "extends": "../../tsconfig.json", + "compilerOptions": { + "outDir": "./dist", + "rootDir": "." + }, + "include": [ + "./**/*.ts" + ], + "exclude": [ + "**/*.test.ts", + "vitest.config.ts" + ] +} From 55c3a31690af5d3dd99924a6f019f8079d1e525d Mon Sep 17 00:00:00 2001 From: adam jones Date: Thu, 20 Nov 2025 20:29:22 +0000 Subject: [PATCH 09/89] fix(filesystem): address review feedback from #3016 (#3031) Address two items from Camila's review: 1. Use blob type for non-image/non-audio media files, restoring the original behavior. This matches the previous implementation which used blob as the fallback for unknown binary types. Use type assertion to satisfy the SDK's type constraints. 2. Reuse ReadTextFileArgsSchema.shape in the deprecated read_file tool instead of redefining the schema inline. --- src/filesystem/index.ts | 29 ++++++++++++----------------- 1 file changed, 12 insertions(+), 17 deletions(-) diff --git a/src/filesystem/index.ts b/src/filesystem/index.ts index e8ddc233..97929322 100644 --- a/src/filesystem/index.ts +++ b/src/filesystem/index.ts @@ -3,6 +3,7 @@ import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; import { + CallToolResult, RootsListChangedNotificationSchema, type Root, } from "@modelcontextprotocol/sdk/types.js"; @@ -199,11 +200,7 @@ server.registerTool( { title: "Read File (Deprecated)", description: "Read the complete contents of a file as text. DEPRECATED: Use read_text_file instead.", - inputSchema: { - path: z.string(), - tail: z.number().optional().describe("If provided, returns only the last N lines of the file"), - head: z.number().optional().describe("If provided, returns only the first N lines of the file") - }, + inputSchema: ReadTextFileArgsSchema.shape, outputSchema: { content: z.array(z.object({ type: z.literal("text"), @@ -253,7 +250,7 @@ server.registerTool( }, outputSchema: { content: z.array(z.object({ - type: z.enum(["image", "audio"]), + type: z.enum(["image", "audio", "blob"]), data: z.string(), mimeType: z.string() })) @@ -278,17 +275,15 @@ server.registerTool( const mimeType = mimeTypes[extension] || "application/octet-stream"; const data = await readFileAsBase64Stream(validPath); - if (mimeType.startsWith("audio/")) { - return { - content: [{ type: "audio" as const, data, mimeType }], - }; - } else { - // For all other media types including images and unknown types, return as image - // (MCP ImageContent can handle any base64-encoded binary data with appropriate mimeType) - return { - content: [{ type: "image" as const, data, mimeType }], - }; - } + const type = mimeType.startsWith("image/") + ? "image" + : mimeType.startsWith("audio/") + ? "audio" + // Fallback for other binary types, not officially supported by the spec but has been used for some time + : "blob"; + return { + content: [{ type, data, mimeType }], + } as unknown as CallToolResult; } ); From 3f2ddb047950d5a0d159a56b9e7941db92b14067 Mon Sep 17 00:00:00 2001 From: Adam Jones Date: Thu, 20 Nov 2025 21:39:14 +0000 Subject: [PATCH 10/89] fix: simplify output schemas for text-only tools and add structuredContent For text-only tool responses, simplify outputSchemas from complex nested arrays to simple { content: z.string() } format. All tool responses now include structuredContent matching their outputSchema, fixing MCP protocol violations when tools had output schemas but no structured content. This applies to both filesystem and everything servers. --- src/filesystem/index.ts | 167 ++++++++++++++-------------------------- 1 file changed, 57 insertions(+), 110 deletions(-) diff --git a/src/filesystem/index.ts b/src/filesystem/index.ts index 97929322..4f521aa5 100644 --- a/src/filesystem/index.ts +++ b/src/filesystem/index.ts @@ -176,22 +176,18 @@ const readTextFileHandler = async (args: z.infer) throw new Error("Cannot specify both head and tail parameters simultaneously"); } + let content: string; if (args.tail) { - const tailContent = await tailFile(validPath, args.tail); - return { - content: [{ type: "text" as const, text: tailContent }], - }; + content = await tailFile(validPath, args.tail); + } else if (args.head) { + content = await headFile(validPath, args.head); + } else { + content = await readFileContent(validPath); } - if (args.head) { - const headContent = await headFile(validPath, args.head); - return { - content: [{ type: "text" as const, text: headContent }], - }; - } - const content = await readFileContent(validPath); return { content: [{ type: "text" as const, text: content }], + structuredContent: { content } }; }; @@ -201,12 +197,7 @@ server.registerTool( title: "Read File (Deprecated)", description: "Read the complete contents of a file as text. DEPRECATED: Use read_text_file instead.", inputSchema: ReadTextFileArgsSchema.shape, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, readTextFileHandler ); @@ -228,12 +219,7 @@ server.registerTool( tail: z.number().optional().describe("If provided, returns only the last N lines of the file"), head: z.number().optional().describe("If provided, returns only the first N lines of the file") }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, readTextFileHandler ); @@ -281,8 +267,10 @@ server.registerTool( ? "audio" // Fallback for other binary types, not officially supported by the spec but has been used for some time : "blob"; + const contentItem = { type: type as 'image' | 'audio' | 'blob', data, mimeType }; return { - content: [{ type, data, mimeType }], + content: [contentItem], + structuredContent: { content: [contentItem] } } as unknown as CallToolResult; } ); @@ -302,12 +290,7 @@ server.registerTool( .min(1) .describe("Array of file paths to read. Each path must be a string pointing to a valid file within allowed directories.") }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { const results = await Promise.all( @@ -322,8 +305,10 @@ server.registerTool( } }), ); + const text = results.join("\n---\n"); return { - content: [{ type: "text" as const, text: results.join("\n---\n") }], + content: [{ type: "text" as const, text }], + structuredContent: { content: text } }; } ); @@ -340,18 +325,15 @@ server.registerTool( path: z.string(), content: z.string() }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { const validPath = await validatePath(args.path); await writeFileContent(validPath, args.content); + const text = `Successfully wrote to ${args.path}`; return { - content: [{ type: "text" as const, text: `Successfully wrote to ${args.path}` }], + content: [{ type: "text" as const, text }], + structuredContent: { content: text } }; } ); @@ -372,18 +354,14 @@ server.registerTool( })), dryRun: z.boolean().default(false).describe("Preview changes using git-style diff format") }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { const validPath = await validatePath(args.path); const result = await applyFileEdits(validPath, args.edits, args.dryRun); return { content: [{ type: "text" as const, text: result }], + structuredContent: { content: result } }; } ); @@ -400,18 +378,15 @@ server.registerTool( inputSchema: { path: z.string() }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { const validPath = await validatePath(args.path); await fs.mkdir(validPath, { recursive: true }); + const text = `Successfully created directory ${args.path}`; return { - content: [{ type: "text" as const, text: `Successfully created directory ${args.path}` }], + content: [{ type: "text" as const, text }], + structuredContent: { content: text } }; } ); @@ -428,12 +403,7 @@ server.registerTool( inputSchema: { path: z.string() }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -443,6 +413,7 @@ server.registerTool( .join("\n"); return { content: [{ type: "text" as const, text: formatted }], + structuredContent: { content: formatted } }; } ); @@ -460,12 +431,7 @@ server.registerTool( path: z.string(), sortBy: z.enum(["name", "size"]).optional().default("name").describe("Sort entries by name or size") }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -521,11 +487,11 @@ server.registerTool( `Combined size: ${formatSize(totalSize)}` ]; + const text = [...formattedEntries, ...summary].join("\n"); + const contentBlock = { type: "text" as const, text }; return { - content: [{ - type: "text" as const, - text: [...formattedEntries, ...summary].join("\n") - }], + content: [contentBlock], + structuredContent: { content: [contentBlock] } }; } ); @@ -543,12 +509,7 @@ server.registerTool( path: z.string(), excludePatterns: z.array(z.string()).optional().default([]) }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { interface TreeEntry { @@ -595,11 +556,11 @@ server.registerTool( } const treeData = await buildTree(rootPath, args.excludePatterns); + const text = JSON.stringify(treeData, null, 2); + const contentBlock = { type: "text" as const, text }; return { - content: [{ - type: "text" as const, - text: JSON.stringify(treeData, null, 2) - }], + content: [contentBlock], + structuredContent: { content: [contentBlock] } }; } ); @@ -617,19 +578,17 @@ server.registerTool( source: z.string(), destination: z.string() }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { const validSourcePath = await validatePath(args.source); const validDestPath = await validatePath(args.destination); await fs.rename(validSourcePath, validDestPath); + const text = `Successfully moved ${args.source} to ${args.destination}`; + const contentBlock = { type: "text" as const, text }; return { - content: [{ type: "text" as const, text: `Successfully moved ${args.source} to ${args.destination}` }], + content: [contentBlock], + structuredContent: { content: [contentBlock] } }; } ); @@ -649,18 +608,15 @@ server.registerTool( pattern: z.string(), excludePatterns: z.array(z.string()).optional().default([]) }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { const validPath = await validatePath(args.path); const results = await searchFilesWithValidation(validPath, args.pattern, allowedDirectories, { excludePatterns: args.excludePatterns }); + const text = results.length > 0 ? results.join("\n") : "No matches found"; return { - content: [{ type: "text" as const, text: results.length > 0 ? results.join("\n") : "No matches found" }], + content: [{ type: "text" as const, text }], + structuredContent: { content: text } }; } ); @@ -677,20 +633,17 @@ server.registerTool( inputSchema: { path: z.string() }, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async (args: z.infer) => { const validPath = await validatePath(args.path); const info = await getFileStats(validPath); + const text = Object.entries(info) + .map(([key, value]) => `${key}: ${value}`) + .join("\n"); return { - content: [{ type: "text" as const, text: Object.entries(info) - .map(([key, value]) => `${key}: ${value}`) - .join("\n") }], + content: [{ type: "text" as const, text }], + structuredContent: { content: text } }; } ); @@ -705,19 +658,13 @@ server.registerTool( "Use this to understand which directories and their nested paths are available " + "before trying to access files.", inputSchema: {}, - outputSchema: { - content: z.array(z.object({ - type: z.literal("text"), - text: z.string() - })) - } + outputSchema: { content: z.string() } }, async () => { + const text = `Allowed directories:\n${allowedDirectories.join('\n')}`; return { - content: [{ - type: "text" as const, - text: `Allowed directories:\n${allowedDirectories.join('\n')}` - }], + content: [{ type: "text" as const, text }], + structuredContent: { content: text } }; } ); From 787def6fa3a8ca671be8fe828fe1b391274c68ea Mon Sep 17 00:00:00 2001 From: olaservo Date: Sun, 23 Nov 2025 11:23:48 -0700 Subject: [PATCH 11/89] docs: update PR template to deprecate README and promote MCP Registry MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Updated pull request template to inform contributors that adding servers to the README is deprecated. Contributors should now publish servers to the MCP Server Registry instead, following the quickstart guide. Changes: - Added "Publishing Your Server" section with deprecation notice - Updated checklist to include MCP Registry publishing - Clarified README item refers to server's own documentation 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- .github/pull_request_template.md | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md index 5fbe8a15..503e7239 100644 --- a/.github/pull_request_template.md +++ b/.github/pull_request_template.md @@ -2,6 +2,12 @@ ## Description +## Publishing Your Server + +**Note: Adding servers to the README is now deprecated.** Instead, please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) to make it discoverable to the MCP ecosystem. + +To publish your server, follow the [quickstart guide starting from the "Install MCP Publisher" step](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx#step-3-install-mcp-publisher). + ## Server Details - Server: @@ -27,7 +33,8 @@ - [ ] I have read the [MCP Protocol Documentation](https://modelcontextprotocol.io) - [ ] My changes follows MCP security best practices -- [ ] I have updated the server's README accordingly +- [ ] I have published my server to the MCP Server Registry (recommended for new servers) +- [ ] I have updated the server's own README with documentation - [ ] I have tested this with an LLM client - [ ] My code follows the repository's style guidelines - [ ] New and existing tests pass locally From ff661562dac9a39b53b2949428ff24997f9f33f0 Mon Sep 17 00:00:00 2001 From: olaservo Date: Sun, 23 Nov 2025 11:58:50 -0700 Subject: [PATCH 12/89] docs: update documentation to deprecate README server listings and promote MCP Server Registry --- .github/pull_request_template.md | 4 ++-- CONTRIBUTING.md | 8 +++++--- README.md | 3 +++ 3 files changed, 10 insertions(+), 5 deletions(-) diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md index 503e7239..cc0c7fbb 100644 --- a/.github/pull_request_template.md +++ b/.github/pull_request_template.md @@ -4,9 +4,9 @@ ## Publishing Your Server -**Note: Adding servers to the README is now deprecated.** Instead, please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) to make it discoverable to the MCP ecosystem. +**Note: We are no longer accepting PRs to add servers to the README.** Instead, please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) to make it discoverable to the MCP ecosystem. -To publish your server, follow the [quickstart guide starting from the "Install MCP Publisher" step](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx#step-3-install-mcp-publisher). +To publish your server, follow the [quickstart guide starting from the "Install MCP Publisher" step](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx#step-3-install-mcp-publisher). You can browse published servers at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). ## Server Details diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 932b2599..24713136 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -6,7 +6,9 @@ We accept changes through [the standard GitHub flow model](https://docs.github.c ## Server Listings -We welcome PRs that add links to your servers in the [README.md](./README.md)! +We are **no longer accepting PRs** to add server links to the README. Please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead. Follow the [quickstart guide starting from the "Install MCP Publisher" step](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx#step-3-install-mcp-publisher). + +You can browse published servers using the simple UI at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). ## Server Implementations @@ -16,10 +18,10 @@ We welcome: - **Enhancements that demonstrate MCP protocol features** — We encourage contributions that help reference servers better illustrate underutilized aspects of the MCP protocol beyond just Tools, such as Resources, Prompts, or Roots. For example, adding Roots support to filesystem-server helps showcase this important but lesser-known feature. We're more selective about: -- **Other new features** — Especially if they're not crucial to the server's core purpose or are highly opinionated. The existing servers are reference servers meant to inspire the community. If you need specific features, we encourage you to build enhanced versions! We think a diverse ecosystem of servers is beneficial for everyone, and would love to link to your improved server in our README. +- **Other new features** — Especially if they're not crucial to the server's core purpose or are highly opinionated. The existing servers are reference servers meant to inspire the community. If you need specific features, we encourage you to build enhanced versions and publish them to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry)! We think a diverse ecosystem of servers is beneficial for everyone. We don't accept: -- **New server implementations** — We encourage you to publish them yourself, and link to them from the README. +- **New server implementations** — We encourage you to publish them to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead. ## Testing diff --git a/README.md b/README.md index 40053069..1cb18bcf 100644 --- a/README.md +++ b/README.md @@ -19,6 +19,9 @@ Typically, each MCP server is implemented with an MCP SDK: > [!NOTE] > Lists in this README are maintained in alphabetical order to minimize merge conflicts when adding new items. +> [!IMPORTANT] +> **We are no longer accepting PRs to add servers to this README.** Please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead by following the [quickstart guide](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx#step-3-install-mcp-publisher). The registry provides better discoverability and a streamlined publishing process for the MCP ecosystem. You can browse published servers at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). + ## 🌟 Reference Servers These servers aim to demonstrate MCP features and the official SDKs. From 107c9ac574a2419009a8c515169e063a589093a0 Mon Sep 17 00:00:00 2001 From: olaservo Date: Sun, 23 Nov 2025 12:02:53 -0700 Subject: [PATCH 13/89] docs: remove checklist items for server publishing and README updates in PR template --- .github/pull_request_template.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md index cc0c7fbb..4ccb4be2 100644 --- a/.github/pull_request_template.md +++ b/.github/pull_request_template.md @@ -33,8 +33,6 @@ To publish your server, follow the [quickstart guide starting from the "Install - [ ] I have read the [MCP Protocol Documentation](https://modelcontextprotocol.io) - [ ] My changes follows MCP security best practices -- [ ] I have published my server to the MCP Server Registry (recommended for new servers) -- [ ] I have updated the server's own README with documentation - [ ] I have tested this with an LLM client - [ ] My code follows the repository's style guidelines - [ ] New and existing tests pass locally From 8da640d9e129618548e3f2d23d2d36652de007e4 Mon Sep 17 00:00:00 2001 From: olaservo Date: Sun, 23 Nov 2025 12:04:19 -0700 Subject: [PATCH 14/89] docs: add checklist item to confirm README updates in PR template --- .github/pull_request_template.md | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md index 4ccb4be2..a615af65 100644 --- a/.github/pull_request_template.md +++ b/.github/pull_request_template.md @@ -33,6 +33,7 @@ To publish your server, follow the [quickstart guide starting from the "Install - [ ] I have read the [MCP Protocol Documentation](https://modelcontextprotocol.io) - [ ] My changes follows MCP security best practices +- [ ] I have updated the server's README accordingly - [ ] I have tested this with an LLM client - [ ] My code follows the repository's style guidelines - [ ] New and existing tests pass locally From 84c2824f03b3cf741fdab6c6ec33a24119b76427 Mon Sep 17 00:00:00 2001 From: Valeriy Pavlovich <35931201+iqdoctor@users.noreply.github.com> Date: Mon, 24 Nov 2025 18:58:15 +0300 Subject: [PATCH 15/89] # feat(filesystem): add ToolAnnotations hints to filesystem tools (#3045) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit **Files touched** - [src/filesystem/index.ts](../blob/HEAD/src/filesystem/index.ts) — add `annotations` metadata to each tool definition - [src/filesystem/README.md](../blob/HEAD/src/filesystem/README.md) — document ToolAnnotations mapping for all filesystem tools ## Description This change adds MCP `ToolAnnotations` (`readOnlyHint`, `idempotentHint`, `destructiveHint`) to all filesystem tools and documents the mapping in the filesystem README. MCP clients can now accurately distinguish read‑only vs. write tools, understand which operations are safe to retry, and highlight potentially destructive actions. ## Server Details - **Server**: filesystem - **Area**: tools (metadata returned via `listTools` / `ListToolsRequest`) and server docs ## Motivation and Context Previously, the filesystem server did not expose ToolAnnotations, so many clients (e.g. ChatGPT Apps) conservatively treated filesystem tools as generic write operations. This led to: - READ operations being surfaced with WRITE badges and confirmation prompts. - No way for clients to know which write tools are idempotent or potentially destructive. This PR aligns the implementation with `servers#2988` and updates the README to clearly document the semantics of each tool. Read‑only operations no longer need to be treated as writes, and destructive/idempotent behavior is explicit for UI and retry logic. ## How Has This Been Tested? - `npm run build --workspace @modelcontextprotocol/server-filesystem` - `npm test --workspaces --if-present` ## Breaking Changes None. ## Types of changes - [ ] Bug fix (non-breaking change which fixes an issue) - [x] New feature (non-breaking change which adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to change) - [x] Documentation update ## Checklist - [x] I have read the [MCP Protocol Documentation](https://modelcontextprotocol.io) - [x] My changes follows MCP security best practices - [x] I have updated the server's README accordingly - [x] I have tested this with an LLM client - [x] My code follows the repository's style guidelines - [x] New and existing tests pass locally - [x] I have added appropriate error handling - [ ] I have documented all environment variables and configuration options ## Additional context None. Co-authored-by: Valeriy_Pavlovich --- src/filesystem/README.md | 29 +++++++++++++++++++++++++++ src/filesystem/index.ts | 42 ++++++++++++++++++++++++++-------------- 2 files changed, 57 insertions(+), 14 deletions(-) diff --git a/src/filesystem/README.md b/src/filesystem/README.md index 973f76ef..91d217af 100644 --- a/src/filesystem/README.md +++ b/src/filesystem/README.md @@ -175,6 +175,35 @@ The server's directory access control follows this flow: - Returns: - Directories that this server can read/write from +### Tool annotations (MCP hints) + +This server sets [MCP ToolAnnotations](https://modelcontextprotocol.io/specification/2025-03-26/server/tools#toolannotations) +on each tool so clients can: + +- Distinguish **read‑only** tools from write‑capable tools. +- Understand which write operations are **idempotent** (safe to retry with the same arguments). +- Highlight operations that may be **destructive** (overwriting or heavily mutating data). + +The mapping for filesystem tools is: + +| Tool | readOnlyHint | idempotentHint | destructiveHint | Notes | +|-----------------------------|--------------|----------------|-----------------|--------------------------------------------------| +| `read_text_file` | `true` | – | – | Pure read | +| `read_media_file` | `true` | – | – | Pure read | +| `read_multiple_files` | `true` | – | – | Pure read | +| `list_directory` | `true` | – | – | Pure read | +| `list_directory_with_sizes` | `true` | – | – | Pure read | +| `directory_tree` | `true` | – | – | Pure read | +| `search_files` | `true` | – | – | Pure read | +| `get_file_info` | `true` | – | – | Pure read | +| `list_allowed_directories` | `true` | – | – | Pure read | +| `create_directory` | `false` | `true` | `false` | Re‑creating the same dir is a no‑op | +| `write_file` | `false` | `true` | `true` | Overwrites existing files | +| `edit_file` | `false` | `false` | `true` | Re‑applying edits can fail or double‑apply | +| `move_file` | `false` | `false` | `false` | Move/rename only; repeat usually errors | + +> Note: `idempotentHint` and `destructiveHint` are meaningful only when `readOnlyHint` is `false`, as defined by the MCP spec. + ## Usage with Claude Desktop Add this to your `claude_desktop_config.json`: diff --git a/src/filesystem/index.ts b/src/filesystem/index.ts index 4f521aa5..79a7b2fe 100644 --- a/src/filesystem/index.ts +++ b/src/filesystem/index.ts @@ -197,7 +197,8 @@ server.registerTool( title: "Read File (Deprecated)", description: "Read the complete contents of a file as text. DEPRECATED: Use read_text_file instead.", inputSchema: ReadTextFileArgsSchema.shape, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } }, readTextFileHandler ); @@ -219,7 +220,8 @@ server.registerTool( tail: z.number().optional().describe("If provided, returns only the last N lines of the file"), head: z.number().optional().describe("If provided, returns only the first N lines of the file") }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } }, readTextFileHandler ); @@ -240,7 +242,8 @@ server.registerTool( data: z.string(), mimeType: z.string() })) - } + }, + annotations: { readOnlyHint: true } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -290,7 +293,8 @@ server.registerTool( .min(1) .describe("Array of file paths to read. Each path must be a string pointing to a valid file within allowed directories.") }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } }, async (args: z.infer) => { const results = await Promise.all( @@ -325,7 +329,8 @@ server.registerTool( path: z.string(), content: z.string() }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: false, idempotentHint: true, destructiveHint: true } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -354,7 +359,8 @@ server.registerTool( })), dryRun: z.boolean().default(false).describe("Preview changes using git-style diff format") }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: false, idempotentHint: false, destructiveHint: true } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -378,7 +384,8 @@ server.registerTool( inputSchema: { path: z.string() }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: false, idempotentHint: true, destructiveHint: false } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -403,7 +410,8 @@ server.registerTool( inputSchema: { path: z.string() }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -431,7 +439,8 @@ server.registerTool( path: z.string(), sortBy: z.enum(["name", "size"]).optional().default("name").describe("Sort entries by name or size") }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -509,7 +518,8 @@ server.registerTool( path: z.string(), excludePatterns: z.array(z.string()).optional().default([]) }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } }, async (args: z.infer) => { interface TreeEntry { @@ -578,7 +588,8 @@ server.registerTool( source: z.string(), destination: z.string() }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: false, idempotentHint: false, destructiveHint: false } }, async (args: z.infer) => { const validSourcePath = await validatePath(args.source); @@ -608,7 +619,8 @@ server.registerTool( pattern: z.string(), excludePatterns: z.array(z.string()).optional().default([]) }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -633,7 +645,8 @@ server.registerTool( inputSchema: { path: z.string() }, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } }, async (args: z.infer) => { const validPath = await validatePath(args.path); @@ -658,7 +671,8 @@ server.registerTool( "Use this to understand which directories and their nested paths are available " + "before trying to access files.", inputSchema: {}, - outputSchema: { content: z.string() } + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } }, async () => { const text = `Allowed directories:\n${allowedDirectories.join('\n')}`; From ad7126c6e99c597e90c155624f09c8866b9619cb Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Mon, 24 Nov 2025 20:39:40 -0700 Subject: [PATCH 16/89] Update README.md Co-authored-by: Cliff Hall --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1cb18bcf..5b1f5868 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,7 @@ Typically, each MCP server is implemented with an MCP SDK: - [TypeScript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk) > [!NOTE] -> Lists in this README are maintained in alphabetical order to minimize merge conflicts when adding new items. +The server lists in this README are no longer maintained and will eventually be removed. > [!IMPORTANT] > **We are no longer accepting PRs to add servers to this README.** Please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead by following the [quickstart guide](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx#step-3-install-mcp-publisher). The registry provides better discoverability and a streamlined publishing process for the MCP ecosystem. You can browse published servers at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). From c60cfc76a791f03a1c35934f67647cd88b386fea Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Mon, 24 Nov 2025 20:39:51 -0700 Subject: [PATCH 17/89] Update README.md Co-authored-by: Tadas Antanavicius --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index 5b1f5868..06281bf1 100644 --- a/README.md +++ b/README.md @@ -20,8 +20,7 @@ Typically, each MCP server is implemented with an MCP SDK: The server lists in this README are no longer maintained and will eventually be removed. > [!IMPORTANT] -> **We are no longer accepting PRs to add servers to this README.** Please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead by following the [quickstart guide](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx#step-3-install-mcp-publisher). The registry provides better discoverability and a streamlined publishing process for the MCP ecosystem. You can browse published servers at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). - +> If you are looking for a list of MCP servers, you can browse published servers on [the MCP Registry](https://registry.modelcontextprotocol.io/). The repository served by this README is dedicated to housing just the small number of reference servers maintained by the MCP steering group. ## 🌟 Reference Servers These servers aim to demonstrate MCP features and the official SDKs. From 6bedb90a5d82122a63e8ae5947b53c8b847df7f8 Mon Sep 17 00:00:00 2001 From: olaservo Date: Mon, 24 Nov 2025 20:48:59 -0700 Subject: [PATCH 18/89] Rearrange notes --- README.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 06281bf1..c76bda9b 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,9 @@ This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to community-built servers and additional resources. +> [!IMPORTANT] +> If you are looking for a list of MCP servers, you can browse published servers on [the MCP Registry](https://registry.modelcontextprotocol.io/). The repository served by this README is dedicated to housing just the small number of reference servers maintained by the MCP steering group. + The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. Typically, each MCP server is implemented with an MCP SDK: @@ -16,11 +19,6 @@ Typically, each MCP server is implemented with an MCP SDK: - [Swift MCP SDK](https://github.com/modelcontextprotocol/swift-sdk) - [TypeScript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk) -> [!NOTE] -The server lists in this README are no longer maintained and will eventually be removed. - -> [!IMPORTANT] -> If you are looking for a list of MCP servers, you can browse published servers on [the MCP Registry](https://registry.modelcontextprotocol.io/). The repository served by this README is dedicated to housing just the small number of reference servers maintained by the MCP steering group. ## 🌟 Reference Servers These servers aim to demonstrate MCP features and the official SDKs. @@ -53,6 +51,9 @@ The following reference servers are now archived and can be found at [servers-ar ## 🤝 Third-Party Servers +> [!NOTE] +The server lists in this README are no longer maintained and will eventually be removed. + ### 🎖️ Official Integrations Official integrations are maintained by companies building production ready MCP servers for their platforms. From 92dbd9fd84deca7be9e020302d9f6c8c10fa13d0 Mon Sep 17 00:00:00 2001 From: olaservo Date: Tue, 25 Nov 2025 08:27:00 -0700 Subject: [PATCH 19/89] docs: simplify quickstart guide links MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Address review feedback from @domdomegg to simplify the quickstart links by removing the anchor to a specific step. Users should see the full quickstart including verification, and simpler links are more robust if docs reorganize. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- .github/pull_request_template.md | 2 +- CONTRIBUTING.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md index a615af65..dd93c479 100644 --- a/.github/pull_request_template.md +++ b/.github/pull_request_template.md @@ -6,7 +6,7 @@ **Note: We are no longer accepting PRs to add servers to the README.** Instead, please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) to make it discoverable to the MCP ecosystem. -To publish your server, follow the [quickstart guide starting from the "Install MCP Publisher" step](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx#step-3-install-mcp-publisher). You can browse published servers at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). +To publish your server, follow the [quickstart guide](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx). You can browse published servers at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). ## Server Details diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 24713136..ab15fc92 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -6,7 +6,7 @@ We accept changes through [the standard GitHub flow model](https://docs.github.c ## Server Listings -We are **no longer accepting PRs** to add server links to the README. Please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead. Follow the [quickstart guide starting from the "Install MCP Publisher" step](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx#step-3-install-mcp-publisher). +We are **no longer accepting PRs** to add server links to the README. Please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead. Follow the [quickstart guide](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx). You can browse published servers using the simple UI at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). From a247ff6e13b9e9a53908ce039a5d6fd603c27b69 Mon Sep 17 00:00:00 2001 From: Net-assembly Date: Tue, 25 Nov 2025 21:29:14 +0100 Subject: [PATCH 20/89] Add Kash.click (#2945) * Add Kash.click Kash.click (business managment : sales, client and point of sale managment) * Update README.md --------- Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40053069..e2a52a70 100644 --- a/README.md +++ b/README.md @@ -274,6 +274,7 @@ Official integrations are maintained by companies building production ready MCP - Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API - 📅 **[Kalendis](https://github.com/kalendis-dev/kalendis-mcp)** - Generate TypeScript clients and API route handlers for the Kalendis scheduling API across multiple frameworks (Next.js, Express, Fastify, NestJS), streamlining integration of availability management and booking functionality. - Kaltura Logo **[Kaltura](https://github.com/kaltura/mcp-events)** - Manage [Kaltura Event Platform](https://corp.kaltura.com/blog/best-virtual-event-platform/#what-is-a-virtual-event-platform-0). Provide tools and resources for creating, managing, and interacting with Kaltura virtual events. +- Kash Logo **[Kash.click](https://github.com/paracetamol951/caisse-enregistreuse-mcp-server)** - Gives AI access to your sales, clients, orders, tax information, payments, and all the insights on your business - Keboola Logo **[Keboola](https://github.com/keboola/keboola-mcp-server)** - Build robust data workflows, integrations, and analytics on a single intuitive platform. - Kernel Logo **[Kernel](https://github.com/onkernel/kernel-mcp-server)** – Access Kernel's cloud‑based browsers via MCP. - Keywords Everywhere Logo **[Keywords Everywhere](https://api.keywordseverywhere.com/docs/#/mcp_integration)** – Access SEO data through the official Keywords Everywhere API MCP server. From 7fe5a635a1218a61c06e89692a0d3b00d7a87024 Mon Sep 17 00:00:00 2001 From: Jairam Patel Date: Tue, 25 Nov 2025 12:30:18 -0800 Subject: [PATCH 21/89] Add Current Time UTC to Community MCP server list (#2873) * Add Current Time UTC to Community MCP server list * Update README.md Co-authored-by: Ola Hungerford * dummy commit to re-trigger filesystem check --------- Co-authored-by: Ola Hungerford --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index e2a52a70..d0570e3f 100644 --- a/README.md +++ b/README.md @@ -698,6 +698,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp)** - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[CSV Editor](https://github.com/santoshray02/csv-editor)** - Comprehensive CSV processing with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files. Built with FastMCP & Pandas. +- **[Current Time UTC MCP Server](https://github.com/jairampatel/currenttimeutc-mcp)** - A lightweight MCP server that provides accurate UTC time and timezone conversions in real-time. - **[Cursor MCP Installer](https://github.com/matthewdcage/cursor-mcp-installer)** - A tool to easily install and configure other MCP servers within Cursor IDE, with support for npm packages, local directories, and Git repositories. - **[CV Forge](https://github.com/thechandanbhagat/cv-forge)** - An intelligent MCP (Model Context Protocol) server that analyzes job postings and crafts perfectly-matched CVs (by [Chandan Bhagat](https://me.chandanbhagat.com.np)). - **[CVE Intelligence Server](https://github.com/gnlds/mcp-cve-intelligence-server-lite)** – Provides vulnerability intelligence via multi - source CVE data, essential exploit discovery, and EPSS risk scoring through the MCP. Useful for security research, automation, and agent workflows. From 99813ce5c9cdb0373a9d75d14018723420929d2a Mon Sep 17 00:00:00 2001 From: Christoph Blecker Date: Tue, 25 Nov 2025 12:35:33 -0800 Subject: [PATCH 22/89] Update gitpython library for git mcp server (#2948) * bump: gitpython dependency from 3.1.43 to 3.1.45 * test: use default branch name instead of hardcoding 'master' * fix: handle d.diff as string in GitPython 3.1.45+ --- src/git/pyproject.toml | 6 +- src/git/src/mcp_server_git/server.py | 19 +- src/git/tests/test_server.py | 12 +- src/git/uv.lock | 349 ++++++++++++++------------- 4 files changed, 198 insertions(+), 188 deletions(-) diff --git a/src/git/pyproject.toml b/src/git/pyproject.toml index 1869135c..35ecbec8 100644 --- a/src/git/pyproject.toml +++ b/src/git/pyproject.toml @@ -17,7 +17,7 @@ classifiers = [ ] dependencies = [ "click>=8.1.7", - "gitpython>=3.1.43", + "gitpython>=3.1.45", "mcp>=1.0.0", "pydantic>=2.0.0", ] @@ -29,8 +29,8 @@ mcp-server-git = "mcp_server_git:main" requires = ["hatchling"] build-backend = "hatchling.build" -[tool.uv] -dev-dependencies = ["pyright>=1.1.389", "ruff>=0.7.3", "pytest>=8.0.0"] +[dependency-groups] +dev = ["pyright>=1.1.407", "ruff>=0.7.3", "pytest>=8.0.0"] [tool.pytest.ini_options] testpaths = ["tests"] diff --git a/src/git/src/mcp_server_git/server.py b/src/git/src/mcp_server_git/server.py index 9950da66..1968ded2 100644 --- a/src/git/src/mcp_server_git/server.py +++ b/src/git/src/mcp_server_git/server.py @@ -142,9 +142,9 @@ def git_log(repo: git.Repo, max_count: int = 10, start_timestamp: Optional[str] if end_timestamp: args.extend(['--until', end_timestamp]) args.extend(['--format=%H%n%an%n%ad%n%s%n']) - + log_output = repo.git.log(*args).split('\n') - + log = [] # Process commits in groups of 4 (hash, author, date, message) for i in range(0, len(log_output), 4): @@ -199,7 +199,12 @@ def git_show(repo: git.Repo, revision: str) -> str: diff = commit.diff(git.NULL_TREE, create_patch=True) for d in diff: output.append(f"\n--- {d.a_path}\n+++ {d.b_path}\n") - output.append(d.diff.decode('utf-8')) + if d.diff is None: + continue + if isinstance(d.diff, bytes): + output.append(d.diff.decode('utf-8')) + else: + output.append(d.diff) return "".join(output) def git_branch(repo: git.Repo, branch_type: str, contains: str | None = None, not_contains: str | None = None) -> str: @@ -343,7 +348,7 @@ async def serve(repository: Path | None) -> None: @server.call_tool() async def call_tool(name: str, arguments: dict) -> list[TextContent]: repo_path = Path(arguments["repo_path"]) - + # For all commands, we need an existing repo repo = git.Repo(repo_path) @@ -400,7 +405,7 @@ async def serve(repository: Path | None) -> None: # Update the LOG case: case GitTools.LOG: log = git_log( - repo, + repo, arguments.get("max_count", 10), arguments.get("start_timestamp"), arguments.get("end_timestamp") @@ -409,7 +414,7 @@ async def serve(repository: Path | None) -> None: type="text", text="Commit history:\n" + "\n".join(log) )] - + case GitTools.CREATE_BRANCH: result = git_create_branch( repo, @@ -446,7 +451,7 @@ async def serve(repository: Path | None) -> None: type="text", text=result )] - + case _: raise ValueError(f"Unknown tool: {name}") diff --git a/src/git/tests/test_server.py b/src/git/tests/test_server.py index 5949fd68..118d2694 100644 --- a/src/git/tests/test_server.py +++ b/src/git/tests/test_server.py @@ -46,28 +46,32 @@ def test_git_branch_all(test_repository): assert "new-branch-all" in result def test_git_branch_contains(test_repository): + # Get the default branch name (could be "main" or "master") + default_branch = test_repository.active_branch.name # Create a new branch and commit to it test_repository.git.checkout("-b", "feature-branch") Path(test_repository.working_dir / Path("feature.txt")).write_text("feature content") test_repository.index.add(["feature.txt"]) commit = test_repository.index.commit("feature commit") - test_repository.git.checkout("master") + test_repository.git.checkout(default_branch) result = git_branch(test_repository, "local", contains=commit.hexsha) assert "feature-branch" in result - assert "master" not in result + assert default_branch not in result def test_git_branch_not_contains(test_repository): + # Get the default branch name (could be "main" or "master") + default_branch = test_repository.active_branch.name # Create a new branch and commit to it test_repository.git.checkout("-b", "another-feature-branch") Path(test_repository.working_dir / Path("another_feature.txt")).write_text("another feature content") test_repository.index.add(["another_feature.txt"]) commit = test_repository.index.commit("another feature commit") - test_repository.git.checkout("master") + test_repository.git.checkout(default_branch) result = git_branch(test_repository, "local", not_contains=commit.hexsha) assert "another-feature-branch" not in result - assert "master" in result + assert default_branch in result def test_git_add_all_files(test_repository): file_path = 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b/src/sequentialthinking/README.md @@ -132,6 +132,16 @@ For Docker installation: } ``` +### Usage with Codex CLI + +Run the following: + +#### npx + +```bash +codex mcp add sequential-thinking npx -y @modelcontextprotocol/server-sequential-thinking +``` + ## Building Docker: From 4914ac8d456928bd4b9dfc528bca5fba2f9d6c68 Mon Sep 17 00:00:00 2001 From: Eyal Date: Tue, 25 Nov 2025 22:42:19 +0200 Subject: [PATCH 24/89] Update README.md - adding mcp resource (#3055) docs: add Webrix enterprise MCP gateway --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index d0570e3f..cdea1eef 100644 --- a/README.md +++ b/README.md @@ -1513,6 +1513,9 @@ Additional resources on MCP. - **[Toolbase](https://gettoolbase.ai)** - Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)** - **[ToolHive](https://github.com/StacklokLabs/toolhive)** - A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization by **[StacklokLabs](https://github.com/StacklokLabs)** - **[NetMind](https://www.netmind.ai/AIServices)** - Access powerful AI services via simple APIs or MCP servers to supercharge your productivity. +- **[Webrix MCP Gateway](https://github.com/webrix-ai/secure-mcp-gateway)** - Enterprise MCP gateway with SSO, RBAC, audit trails, and token vaults for secure, centralized AI agent access control. Deploy via Helm charts on-premise or in your cloud. [webrix.ai](https://webrix.ai) + + ## 🚀 Getting Started From 67033f559bef0953181e26722905cb6fb6a43891 Mon Sep 17 00:00:00 2001 From: Mikhail Lukianchenko <42915+mikluko@users.noreply.github.com> Date: Tue, 25 Nov 2025 21:43:53 +0100 Subject: [PATCH 25/89] docs: add mcp-proxy (mikluko) to community servers (#3050) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cdea1eef..702559c3 100644 --- a/README.md +++ b/README.md @@ -1020,6 +1020,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MCP-OpenStack-Ops](https://github.com/call518/MCP-OpenStack-Ops)** - Professional OpenStack operations automation via MCP server. Specialized tools for cluster monitoring, instance management, volume control & network analysis. FastMCP + OpenStack SDK + Bearer auth. Claude Desktop ready. Perfect for DevOps & cloud automation. - **[MCP-PostgreSQL-Ops](https://github.com/call518/MCP-PostgreSQL-Ops)** - Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking. - **[mcp-proxy](https://github.com/sparfenyuk/mcp-proxy)** - Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server. +- **[mcp-proxy](https://github.com/mikluko/mcp-proxy)** - Lightweight proxy that handles OAuth 2.0/PKCE authentication and token management for MCP clients lacking native OAuth support. - **[mcp-read-website-fast](https://github.com/just-every/mcp-read-website-fast)** - Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies. - **[mcp-salesforce](https://github.com/lciesielski/mcp-salesforce-example)** - MCP server with basic demonstration of interactions with your Salesforce instance - **[mcp-sanctions](https://github.com/madupay/mcp-sanctions)** - Screen individuals and organizations against global sanctions lists (OFAC, SDN, UN, etc). Query by prompt or document upload. From cecaad4b032737d98d740a37731754283b0b4018 Mon Sep 17 00:00:00 2001 From: rexshi Date: Wed, 26 Nov 2025 04:45:45 +0800 Subject: [PATCH 26/89] Add PGYER MCP Server information to README (#3048) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 702559c3..400630a9 100644 --- a/README.md +++ b/README.md @@ -392,6 +392,7 @@ Official integrations are maintained by companies building production ready MCP - Perplexity Logo **[Perplexity](https://github.com/ppl-ai/modelcontextprotocol)** - An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI. - Persona Sessions Logo **[Persona Sessions](https://github.com/mattjoyce/mcp-persona-sessions)** - Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations with built-in timer and evaluation. - PGA Logo **[PGA (Golf)](https://mcp.pga.com)** - PGA's official MCP Server for all things golf-related. Find a coach, play golf, improve your game, and more. +- PGYER Logo **[PGYER](https://github.com/PGYER/pgyer-mcp-server)** - MCP Server for [PGYER](https://www.pgyer.com/) platform, supports uploading, querying apps, etc. - **[Pinecone](https://github.com/pinecone-io/pinecone-mcp)** - [Pinecone](https://docs.pinecone.io/guides/operations/mcp-server)'s developer MCP Server assist developers in searching documentation and managing data within their development environment. - **[Pinecone Assistant](https://github.com/pinecone-io/assistant-mcp)** - Retrieves context from your [Pinecone Assistant](https://docs.pinecone.io/guides/assistant/mcp-server) knowledge base. - PinMeTo logo **[PinMeTo](https://github.com/PinMeTo/pinmeto-location-mcp)** - MCP server that enables users with authorized credentials to unlock their location data. From 8b7acb6e12b55aa710983f7a605bfecf028fe7b6 Mon Sep 17 00:00:00 2001 From: Srinivasan Sekar Date: Tue, 25 Nov 2025 21:50:13 +0100 Subject: [PATCH 27/89] Add Appium MCP Server entry to README (#3039) MCP server for Mobile Development and Automation | iOS, Android, Simulator, Emulator, and Real Devices --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 400630a9..a94b67c6 100644 --- a/README.md +++ b/README.md @@ -88,6 +88,7 @@ Official integrations are maintained by companies building production ready MCP - Apify Logo **[Apify](https://github.com/apify/apify-mcp-server)** - Use 6,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more - APIMatic Logo **[APIMatic MCP](https://github.com/apimatic/apimatic-validator-mcp)** - APIMatic MCP Server is used to validate OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatic's API. - Apollo Graph Logo **[Apollo MCP Server](https://github.com/apollographql/apollo-mcp-server/)** - Connect your GraphQL APIs to AI agents +- Appium Logo **[Appium MCP Server](https://github.com/appium/appium-mcp.git)** - MCP server for Mobile Development and Automation | iOS, Android, Simulator, Emulator, and Real Devices - Aqara Logo **[Aqara MCP Server](https://github.com/aqara/aqara-mcp-server/)** - Control [Aqara](https://www.aqara.com/) smart home devices, query status, execute scenes, and much more using natural language. - Archbee Logo **[Archbee](https://www.npmjs.com/package/@archbee/mcp)** - Write and publish documentation that becomes the trusted source for instant answers with AI. Stop cobbling tools and use [Archbee](https://www.archbee.com/) — the first complete documentation platform. - Arize-Phoenix Logo **[Arize Phoenix](https://github.com/Arize-ai/phoenix/tree/main/js/packages/phoenix-mcp)** - Inspect traces, manage prompts, curate datasets, and run experiments using [Arize Phoenix](https://github.com/Arize-ai/phoenix), an open-source AI and LLM observability tool. From e194ed4d26623d076277c75925f593aeafef7e12 Mon Sep 17 00:00:00 2001 From: Louis Fredice NJAKO MOLOM <131726886+luifr10@users.noreply.github.com> Date: Tue, 25 Nov 2025 21:53:15 +0100 Subject: [PATCH 28/89] feat: add uuv mcp to official server (#3036) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a94b67c6..ed86f6ac 100644 --- a/README.md +++ b/README.md @@ -506,6 +506,7 @@ Official integrations are maintained by companies building production ready MCP - UnifAI Logo **[UnifAI](https://github.com/unifai-network/unifai-mcp-server)** - Dynamically search and call tools using [UnifAI Network](https://unifai.network) - Unstructured Logo **[Unstructured](https://github.com/Unstructured-IO/UNS-MCP)** - Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io) - Upstash Logo **[Upstash](https://github.com/upstash/mcp-server)** - Manage Redis databases and run Redis commands on [Upstash](https://upstash.com/) with natural language. +- UUV Logo **[UUV](https://github.com/e2e-test-quest/uuv/tree/main/packages/mcp-server)** - Generate human readable end to end tests with [UUV](https://e2e-test-quest.github.io/uuv/). - Vaadin Logo **[Vaadin](https://github.com/marcushellberg/vaadin-documentation-services)** - Search Vaadin documentation, get the full documentation, and get version information. Designed for AI agents. - Vantage **[Vantage](https://github.com/vantage-sh/vantage-mcp-server)** - Interact with your organization's cloud cost spend. - VariFlight Logo **[VariFlight](https://github.com/variflight/variflight-mcp)** - VariFlight's official MCP server provides tools to query flight information, weather data, comfort metrics, the lowest available fares, and other civil aviation-related data. From d00e2a0675ec7038c730df2a13e5037715d4c651 Mon Sep 17 00:00:00 2001 From: amar-awx Date: Wed, 26 Nov 2025 04:54:21 +0800 Subject: [PATCH 29/89] Add Airwallex Developer MCP to Official Integrations (#3035) * feat: add Airwallex Developer MCP to Official integrations * Update README.md --------- Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ed86f6ac..c5b80841 100644 --- a/README.md +++ b/README.md @@ -63,6 +63,7 @@ Official integrations are maintained by companies building production ready MCP - AgentQL Logo **[AgentQL](https://github.com/tinyfish-io/agentql-mcp)** - Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/). - AgentRPC Logo **[AgentRPC](https://github.com/agentrpc/agentrpc)** - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/). - **[Agentset](https://github.com/agentset-ai/mcp-server)** - RAG for your knowledge base connected to [Agentset](https://agentset.ai). +- Airwallex Logo **[Airwallex Developer](https://www.npmjs.com/package/@airwallex/developer-mcp)** - Empowers AI coding agents with the tools they need to assist developers integrating with [Airwallex APIs](https://www.airwallex.com/docs/api/) - Aiven Logo **[Aiven](https://github.com/Aiven-Open/mcp-aiven)** - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services - Alation Logo **[Alation](https://github.com/Alation/alation-ai-agent-sdk)** - Unlock the power of the enterprise Data Catalog by harnessing tools provided by the Alation MCP server. - Alby Logo **[Alby Bitcoin Payments](https://github.com/getAlby/mcp)** - Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally with your agent. From e3372c7af2e6d024a15d33b8367c5ff3655ee2fb Mon Sep 17 00:00:00 2001 From: Nathan Brake <33383515+njbrake@users.noreply.github.com> Date: Tue, 25 Nov 2025 15:55:44 -0500 Subject: [PATCH 30/89] Add Notion MCP server fork to README (#3032) As mentioned in https://github.com/makenotion/notion-mcp-server/issues/142 by @jamiecool, the official open-sourced Notion MCP server does not work well. It returns the raw JSON response from the Notion API, which is way to verbose. This fork of the Notion Server converts read responses to usable Markdown content which is more token efficient. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c5b80841..344a0d19 100644 --- a/README.md +++ b/README.md @@ -1104,6 +1104,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[nomad-mcp](https://github.com/kocierik/mcp-nomad)** - A server that provides a set of tools for managing Nomad clusters through the MCP. - **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API. - **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat. +- **[Notion](https://github.com/njbrake/notion-mcp-server)** (by njbrake) - Fork of official Notion MCP Server that returns markdown representation instead of raw json for efficient token usage - **[NPM Plus](https://github.com/shacharsol/js-package-manager-mcp)** - AI-powered JavaScript package management with security scanning, bundle analysis, and intelligent dependency management for MCP-compatible editors. - **[NS Travel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API. - **[ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp)** (by teddyzxcv) - The MCP server that keeps you informed by sending the notification on phone using ntfy From 1ab85fa0d7f26b58f8aea7597011d74559a219c7 Mon Sep 17 00:00:00 2001 From: Cyril Navarro <127135637+cnavarro-prestashop@users.noreply.github.com> Date: Tue, 25 Nov 2025 21:56:37 +0100 Subject: [PATCH 31/89] Add PrestaShop MCP server information to README (#3030) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 344a0d19..c4b50554 100644 --- a/README.md +++ b/README.md @@ -410,6 +410,7 @@ Official integrations are maintained by companies building production ready MCP - **[Postman API](https://github.com/postmanlabs/postman-api-mcp)** - Manage your Postman resources using the [Postman API](https://www.postman.com/postman/postman-public-workspace/collection/i2uqzpp/postman-api). - Powerdrill Logo **[Powerdrill](https://github.com/powerdrillai/powerdrill-mcp)** - An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights. - pre.dev Logo **[pre.dev Architect](https://docs.pre.dev/mcp-server)** - 10x your coding agent by keeping it on track with pre.dev. +- PrestaShop Logo **[PrestaShop.com](https://docs.mcp.prestashop.com/)** - Manage your PrestaShop store with AI Assistant by using the official PrestaShop MCP server. - Prisma Logo **[Prisma](https://www.prisma.io/docs/postgres/mcp-server)** - Create and manage Prisma Postgres databases - Probe.dev Logo **[Probe.dev](https://docs.probe.dev/guides/mcp-integration)** - Comprehensive media analysis and validation powered by [Probe.dev](https://probe.dev). Hosted MCP server with FFprobe, MediaInfo, and Probe Report analysis capabilities. - Prode.ai Logo **[ProdE](https://github.com/CuriousBox-AI/ProdE-mcp)** - Your 24/7 production engineer that preserves context across multiple codebases. From f221ed0b3f35cabc4371b6fa6df1b181402fca64 Mon Sep 17 00:00:00 2001 From: Lei Tang Date: Tue, 25 Nov 2025 13:01:56 -0800 Subject: [PATCH 32/89] Add Fabi to Community Servers (#3026) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c4b50554..91d62726 100644 --- a/README.md +++ b/README.md @@ -781,6 +781,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Excel to JSON MCP by WTSolutions](https://github.com/he-yang/excel-to-json-mcp)** - MCP Server providing a standardized interface for converting (1) Excel or CSV data into JSON format ;(2) Excel(.xlsx) file into Structured JSON. - **[Extended Memory](https://github.com/ssmirnovpro/extended-memory-mcp)** - Persistent memory across Claude conversations with multi-project support, automatic importance scoring, and tag-based organization. Production-ready with 400+ tests. - **[F1](https://github.com/AbhiJ2706/f1-mcp/tree/main)** - Access to Formula 1 data including race results, driver information, lap times, telemetry, and circuit details. +- **[Fabi](https://docs.fabi.ai/advanced_features_and_dev_tools/mcp_server)** - MCP server that exposes [Fabi](https://app.fabi.ai/) analyst agent to turn natural-language prompts into insights: navigating connected data, generating safe SQL/Python, running queries, and saving results into dashboards. - **[Fabric MCP](https://github.com/aci-labs/ms-fabric-mcp)** - Microsoft Fabric MCP server to accelerate working in your Fabric Tenant with the help of your favorite LLM models. - **[Fabric Real-Time Intelligence MCP](https://github.com/Microsoft/fabric-rti-mcp)** - Official Microsoft Fabric RTI server to accelerate working with Eventhouse, Azure Data Explorer(Kusto), Eventstreams and other RTI items using your favorite LLM models. - **[fabric-mcp-server](https://github.com/adapoet/fabric-mcp-server)** - The fabric-mcp-server is an MCP server that integrates [Fabric](https://github.com/danielmiessler/fabric) patterns with [Cline](https://cline.bot/), exposing them as tools for AI-driven task execution and enhancing Cline's capabilities. From d08027250bac787784b3a67acad35e9fb8ab349c Mon Sep 17 00:00:00 2001 From: eeppodolak <161312839+eeppodolak@users.noreply.github.com> Date: Tue, 25 Nov 2025 22:03:04 +0100 Subject: [PATCH 33/89] Add MCP Elastic Email to Third Party Servers (#3025) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 91d62726..090e1566 100644 --- a/README.md +++ b/README.md @@ -203,6 +203,7 @@ Official integrations are maintained by companies building production ready MCP - EduBase Logo **[EduBase](https://github.com/EduBase/MCP)** - Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities - Elasticsearch Logo **[Elasticsearch](https://github.com/elastic/mcp-server-elasticsearch)** - Query your data in [Elasticsearch](https://www.elastic.co/elasticsearch) - Elasticsearch Memory Logo **[Elasticsearch Memory](https://github.com/fredac100/elasticsearch-memory-mcp)** - Persistent memory with hierarchical categorization, semantic search, and intelligent auto-detection. Install via [PyPI](https://pypi.org/project/elasticsearch-memory-mcp/). +- Elastic Email Logo **[Elastic Email MCP](https://github.com/ElasticEmail/elasticemail-mcp-server)** - Elastic Email MCP Server delivers full-scale email capabilities to the next generation of AI agents and MCP-compatible environments. - Ember AI Logo **[Ember AI](https://docs.emberai.xyz/)** - A unified MCP server that enables AI agents to execute cross-chain DeFi strategies. - Endor Labs Logo **[Endor Labs](https://docs.endorlabs.com/deployment/ide/mcp/)** - Find and fix security risks in you code. Integrate [Endor Labs](https://endorlabs.com) to scan and secure your code from vulnerabilities and secret leaks. - eSignatures Logo **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts. From 3ed4445b426eeb79ace25f62782dfb5332f26c14 Mon Sep 17 00:00:00 2001 From: Luigi Di Maggio Date: Tue, 25 Nov 2025 22:04:05 +0100 Subject: [PATCH 34/89] Add predictive maintenance MCP project to README (#3000) ## Description Adds a new MCP server for industrial machinery diagnostics and predictive maintenance. ## Server Details - **Name**: Predictive Maintenance MCP Server - **Repository**: https://github.com/LGDiMaggio/predictive-maintenance-mcp - **Category**: Industrial Automation / Data Science - **Language**: Python - **Features**: - 25+ diagnostic tools (FFT, envelope analysis, ISO 20816 compliance) - ML-based anomaly detection (OneClassSVM, LocalOutlierFactor) - Interactive HTML reports with Plotly ## Checklist - [x] Documentation is complete (README, examples, setup guides) - [x] MIT License - [x] Follows MCP protocol standards - [x] Added to appropriate section in README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 090e1566..b58bf602 100644 --- a/README.md +++ b/README.md @@ -1186,6 +1186,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[PostgreSQL](https://github.com/ahmedmustahid/postgres-mcp-server)** - A PostgreSQL MCP server offering dual HTTP/Stdio transports for database schema inspection and read-only query execution with session management and Podman(or Docker) support. - **[Postman](https://github.com/shannonlal/mcp-postman)** - MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests. - **[Powerdrill](https://github.com/powerdrillai/powerdrill-mcp)** - Interact with Powerdrill datasets, authenticated with [Powerdrill](https://powerdrill.ai) User ID and Project API Key. +- **[predictive-maintenance-mcp](https://github.com/LGDiMaggio/predictive-maintenance-mcp)** - AI-powered predictive maintenance and fault diagnosis. Features vibration analysis, bearing diagnostics, ISO 20816-3. compliance, and ML anomaly detection for industrial machinery. - **[Prefect](https://github.com/allen-munsch/mcp-prefect)** - MCP Server for workflow orchestration and ELT/ETL with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client. - **[Producer Pal](https://github.com/adamjmurray/producer-pal)** - MCP server for controlling Ableton Live, embedded in a Max for Live device for easy drag and drop installation. - **[Productboard](https://github.com/kenjihikmatullah/productboard-mcp)** - Integrate the Productboard API into agentic workflows via MCP. From 902eed6fbf8ee18c1190ffe957941d4de84b6e84 Mon Sep 17 00:00:00 2001 From: Koichi ITO Date: Wed, 26 Nov 2025 06:04:30 +0900 Subject: [PATCH 35/89] fix(sequential-thinking): Fix a typo for `nextThoughtNeeded` (#3010) This PR fixes the `nextThoughtNeeded` parameter that was missed in #3004. --- src/sequentialthinking/index.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/sequentialthinking/index.ts b/src/sequentialthinking/index.ts index 44af5c0e..809086a9 100644 --- a/src/sequentialthinking/index.ts +++ b/src/sequentialthinking/index.ts @@ -69,7 +69,7 @@ You should: 8. Verify the hypothesis based on the Chain of Thought steps 9. Repeat the process until satisfied with the solution 10. Provide a single, ideally correct answer as the final output -11. Only set next_thought_needed to false when truly done and a satisfactory answer is reached`, +11. Only set nextThoughtNeeded to false when truly done and a satisfactory answer is reached`, inputSchema: { thought: z.string().describe("Your current thinking step"), nextThoughtNeeded: z.boolean().describe("Whether another thought step is needed"), From 82f5ab1a108933de71c3822b1b9efa68a02d02e1 Mon Sep 17 00:00:00 2001 From: Wenqiang Wei <46308778+endxxxx@users.noreply.github.com> Date: Wed, 26 Nov 2025 05:05:20 +0800 Subject: [PATCH 36/89] Update README.md: Add MemOS API Service MCP to community servers (#3024) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b58bf602..3bc3e806 100644 --- a/README.md +++ b/README.md @@ -1052,6 +1052,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Membase](https://github.com/unibaseio/membase-mcp)** - Save and query your agent memory in distributed way by Membase. - **[Meme MCP](https://github.com/lidorshimoni/meme-mcp)** - Generate memes via AI using the Imgflip API through the Model Context Protocol. - **[memento-mcp](https://github.com/gannonh/memento-mcp)** - Knowledge graph memory system built on Neo4j with semantic search, temporal awareness. +- **[memos-api-mcp](https://github.com/MemTensor/memos-api-mcp)** - A Model Context Protocol implementation for the API service of [MemOS](https://memos.openmem.net/), a memory management operating system designed for AI applications. - **[Meta Ads Remote MCP](https://github.com/pipeboard-co/meta-ads-mcp)** - Remote MCP server to interact with Meta Ads API - access, analyze, and manage Facebook, Instagram, and other Meta platforms advertising campaigns. - **[MetaTrader MCP](https://github.com/ariadng/metatrader-mcp-server)** - Enable AI LLMs to execute trades using MetaTrader 5 platform. - **[Metricool MCP](https://github.com/metricool/mcp-metricool)** - A Model Context Protocol server that integrates with Metricool's social media analytics platform to retrieve performance metrics and schedule content across networks like Instagram, Facebook, Twitter, LinkedIn, TikTok and YouTube. From 1e1fda50aa81cca8162a24b961a374de997d1ddc Mon Sep 17 00:00:00 2001 From: darode Date: Tue, 25 Nov 2025 22:07:28 +0100 Subject: [PATCH 37/89] Add Destinia MCP Server (#3022) Add Destinia MCP server to search for hotels --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3bc3e806..e1ec9d05 100644 --- a/README.md +++ b/README.md @@ -187,6 +187,7 @@ Official integrations are maintained by companies building production ready MCP - DeepL Logo **[DeepL](https://github.com/DeepLcom/deepl-mcp-server)** - Translate or rewrite text with [DeepL](https://deepl.com)'s very own AI models using [the DeepL API](https://developers.deepl.com/docs) - DeepQ Logo **[DeepQ](https://github.com/shenqingtech/deepq-financial-toolkit-mcp-server)** - DeepQ Technology's Financial Toolkit MCP Server is an Chinese Financial AI toolkit provides comprehensive financial data and analytical tool support for AI large language models. - Defang Logo **[Defang](https://github.com/DefangLabs/defang/blob/main/src/pkg/mcp/README.md)** - Deploy your project to the cloud seamlessly with the [Defang](https://www.defang.io) platform without leaving your integrated development environment +- Destinia Logo **[Destinia](https://destinia.com/developers)** - Provider tools to search for hotels in Destinia and get listing details. - Detailer Logo **[Detailer](https://detailer.ginylil.com/)** – Instantly generate rich, AI-powered documentation for your GitHub repositories. Designed for AI agents to gain deep project context before taking action. - DevCycle Logo **[DevCycle](https://docs.devcycle.com/cli-mcp/mcp-getting-started)** - Create and monitor feature flags using natural language in your AI coding assistant. - DevExpress Logo **[DevExpress](https://docs.devexpress.com/GeneralInformation/405551/help-resources/dev-express-documentation-mcp-server-configure-an-ai-powered-assistant)** Documentation MCP server — Get instant, AI-powered access to 300,000+ help topics on [DevExpress](https://www.devexpress.com) UI Component APIs — right in the AI Coding Assistant/IDE of your choice. From 5c06dbbf71687787cde3bd2b6d7c814bcaf61178 Mon Sep 17 00:00:00 2001 From: Facundo Farias Date: Tue, 25 Nov 2025 22:08:54 +0100 Subject: [PATCH 38/89] Add DeployHQ integration details to README (#2984) Add deployhq-mcp-server to third-party servers Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index e1ec9d05..9d6f68c8 100644 --- a/README.md +++ b/README.md @@ -187,6 +187,7 @@ Official integrations are maintained by companies building production ready MCP - DeepL Logo **[DeepL](https://github.com/DeepLcom/deepl-mcp-server)** - Translate or rewrite text with [DeepL](https://deepl.com)'s very own AI models using [the DeepL API](https://developers.deepl.com/docs) - DeepQ Logo **[DeepQ](https://github.com/shenqingtech/deepq-financial-toolkit-mcp-server)** - DeepQ Technology's Financial Toolkit MCP Server is an Chinese Financial AI toolkit provides comprehensive financial data and analytical tool support for AI large language models. - Defang Logo **[Defang](https://github.com/DefangLabs/defang/blob/main/src/pkg/mcp/README.md)** - Deploy your project to the cloud seamlessly with the [Defang](https://www.defang.io) platform without leaving your integrated development environment +- DeployHQ Logo **[DeployHQ](https://github.com/deployhq/deployhq-mcp-server)** – MCP server for DeployHQ API integration, enabling AI assistants to manage deployments, list projects, and monitor deployment status. - Destinia Logo **[Destinia](https://destinia.com/developers)** - Provider tools to search for hotels in Destinia and get listing details. - Detailer Logo **[Detailer](https://detailer.ginylil.com/)** – Instantly generate rich, AI-powered documentation for your GitHub repositories. Designed for AI agents to gain deep project context before taking action. - DevCycle Logo **[DevCycle](https://docs.devcycle.com/cli-mcp/mcp-getting-started)** - Create and monitor feature flags using natural language in your AI coding assistant. From a789dcb7f73e4cca7b4a62650434dd70f19eea6e Mon Sep 17 00:00:00 2001 From: Willian Pinho Date: Tue, 25 Nov 2025 18:10:07 -0300 Subject: [PATCH 39/89] Add Large File MCP server to community servers (#2979) --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 9d6f68c8..0e84f84b 100644 --- a/README.md +++ b/README.md @@ -951,6 +951,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[Langflow MCP Server](https://github.com/nobrainer-tech/langflow-mcp)** - Comprehensive MCP server providing 90 tools for Langflow workflow automation - manage flows, execute workflows, handle builds, and interact with knowledge bases. Includes Docker support and full API coverage for Langflow 1.6.4. - **[Langflow-DOC-QA-SERVER](https://github.com/GongRzhe/Langflow-DOC-QA-SERVER)** - A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. - **[Language Server](https://github.com/isaacphi/mcp-language-server)** - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics. +- **[Large File MCP](https://github.com/willianpinho/large-file-mcp)** - Intelligent handling of large files with smart chunking, navigation, and streaming capabilities. Features LRU caching, regex +search, and comprehensive file analysis. - **[Lark(Feishu)](https://github.com/kone-net/mcp_server_lark)** - A Model Context Protocol(MCP) server for Lark(Feishu) sheet, message, doc and etc. - **[Lazy Toggl MCP](https://github.com/movstox/lazy-toggl-mcp)** - Simple unofficial MCP server to track time via Toggl API - **[lean-lsp-mcp](https://github.com/oOo0oOo/lean-lsp-mcp)** - Interact with the [Lean theorem prover](https://lean-lang.org/) via the Language Server Protocol. From 8c9a83a139b322fe643224e367162573d99703c0 Mon Sep 17 00:00:00 2001 From: pranav-k Date: Wed, 26 Nov 2025 02:40:53 +0530 Subject: [PATCH 40/89] Add listing for Stardog MCP server (#2980) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0e84f84b..28028a19 100644 --- a/README.md +++ b/README.md @@ -473,6 +473,7 @@ Official integrations are maintained by companies building production ready MCP - Microsoft Learn Logo **[SQL Server](https://github.com/Azure-Samples/SQL-AI-samples/tree/main/MssqlMcp)** - Official Microsoft SQL Server MCP[1](https://devblogs.microsoft.com/azure-sql/introducing-mssql-mcp-server/) - StackHawk Logo **[StackHawk](https://github.com/stackhawk/stackhawk-mcp)** - Use [StackHawk](https://www.stackhawk.com/) to test for and FIX security problems in your code or vibe coded app. - StackOverflow Logo **[Stack Overflow](https://api.stackexchange.com/docs/mcp-server)** - Access Stack Overflow's trusted and verified technical questions and answers. +- Stardog Logo **[Stardog](https://github.com/stardog-union/stardog-cloud-mcp)** - Provide trusted, contextual answers to both humans and agents using your enterprise knowledge graph with [Stardog](https://www.stardog.com)'s Semantic AI Platform. - StarRocks Logo **[StarRocks](https://github.com/StarRocks/mcp-server-starrocks)** - Interact with [StarRocks](https://www.starrocks.io/) - Steadybit Logo **[Steadybit](https://github.com/steadybit/mcp)** - Interact with [Steadybit](https://www.steadybit.com/) - Steuerboard Logo **[Steuerboard](https://github.com/steuerboard/steuerboard-mcp-typescript)** - Interact with the accounting data in your business using our official MCP server From 05052560f732b9d445dace96703c4cbd59d48331 Mon Sep 17 00:00:00 2001 From: paddywalsh Date: Tue, 25 Nov 2025 21:11:51 +0000 Subject: [PATCH 41/89] Add Diffusion MCP Server to official integrations (#2985) Co-authored-by: Paddy Walsh --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 28028a19..f7b55e1a 100644 --- a/README.md +++ b/README.md @@ -195,6 +195,7 @@ Official integrations are maintained by companies building production ready MCP - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - DevRev Logo **[DevRev](https://github.com/devrev/mcp-server)** - An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. Sources listed [here](https://devrev.ai/docs/import#available-sources). - DexPaprika Logo **[DexPaprika (CoinPaprika)](https://github.com/coinpaprika/dexpaprika-mcp)** - Access real-time DEX data, liquidity pools, token information, and trading analytics across multiple blockchain networks with [DexPaprika](https://dexpaprika.com) by CoinPaprika. +- **[Diffusion](https://github.com/diffusiondata/diffusion-mcp-server)** - Connect to any Diffusion server to explore topics, create/update topics, manage sessions, configure features like topic views and metrics, and monitor the server. - Dolt Logo **[Dolt](https://github.com/dolthub/dolt-mcp)** - The official MCP server for version-controlled [Dolt](https://doltdb.com/) databases. - GetDot.ai Logo **[Dot (GetDot.ai)](https://docs.getdot.ai/dot/integrations/mcp)** - Fetch, analyze or visualize data from your favorite database or data warehouse (Snowflake, BigQuery, Redshift, Databricks, Clickhouse, ...) with [Dot](https://getdot.ai), your AI Data Analyst. This remote MCP server is a one-click integration for user that have setup Dot. - Drata Logo **[Drata](https://drata.com/mcp)** - Get hands-on with our experimental MCP server—bringing real-time compliance intelligence into your AI workflows. From 92e967672cee2f97146cfbcd0353f05165521760 Mon Sep 17 00:00:00 2001 From: Net-assembly Date: Tue, 25 Nov 2025 22:12:49 +0100 Subject: [PATCH 42/89] HTTP 402 implementation on Solana in an MCP server (#2986) An MCP server that implements the HTTP 402 standard (client and server side). --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f7b55e1a..a7595651 100644 --- a/README.md +++ b/README.md @@ -407,6 +407,7 @@ Official integrations are maintained by companies building production ready MCP - PlayCanvas Logo **[PlayCanvas](https://github.com/playcanvas/editor-mcp-server)** - Create interactive 3D web apps with the PlayCanvas Editor. - Playwright Logo **[Playwright](https://github.com/microsoft/playwright-mcp)** — Browser automation MCP server using Playwright to run tests, navigate pages, capture screenshots, scrape content, and automate web interactions reliably. - Plugged.in Logo **[Plugged.in](https://github.com/VeriTeknik/pluggedin-mcp)** - A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers. +- P-Link.io Logo **[P-Link.io](https://github.com/paracetamol951/P-Link-MCP)** - HTTP 402 Protocol implementation on Solana network. Sending & receiving payments for agents - Polymarket Logo **[Polymarket](https://github.com/ozgureyilmaz/polymarket-mcp)** - Real-time prediction market data from Polymarket - search markets, analyze prices, identify trading opportunities. - Port Logo **[Port IO](https://github.com/port-labs/port-mcp-server)** - Access and manage your software catalog to improve service quality and compliance. - **[PostHog](https://github.com/posthog/mcp)** - Interact with PostHog analytics, feature flags, error tracking and more with the official PostHog MCP server. From 7b3c569463fd4d4188ec754a4f8988dc28a22691 Mon Sep 17 00:00:00 2001 From: Peter Coppinger Date: Tue, 25 Nov 2025 21:13:41 +0000 Subject: [PATCH 43/89] Add Success.co to readme.md (#2991) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a7595651..307530b0 100644 --- a/README.md +++ b/README.md @@ -482,6 +482,7 @@ Official integrations are maintained by companies building production ready MCP - Storybook Logo **[Storybook](https://github.com/storybookjs/addon-mcp)** - Interact with [Storybook](https://storybook.js.org/) to automate UI component testing and documentation - Strata Logo **[Strata](https://www.klavis.ai/)** - One MCP server that guides your AI agents through thousands of tools in multiple apps progressively. It eliminates context overload and ensures accurate tool selection, enabling agents to handle complex, multi-app workflows with ease. - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API +- Success.co Logo **[Success.co](https://www.success.co/docs/guides/ai-mcp-connector)** - Interact with your Success.co account - enhance your EOS® journey and get insights on your teams and business. - Sugar Logo **[Sugar](https://github.com/cdnsteve/sugar)** - Autonomous AI development platform for Claude Code with task management, specialized agents, and workflow automation. Full MCP server bridges Claude with Python CLI for rich task context and autonomous execution. - Sunra AI Logo **[Sunra AI](https://github.com/sunra-ai/sunra-clients/tree/main/mcp-server)** - Search for and run AI models on [Sunra.ai](https://sunra.ai). Discover models, create video, image, and 3D model content, track their status, and manage the generated media. - Supabase Logo **[Supabase](https://github.com/supabase-community/supabase-mcp)** - Interact with Supabase: Create tables, query data, deploy edge functions, and more. From 8916262b8b023d9d26cb36d64d90a6024f7a40df Mon Sep 17 00:00:00 2001 From: Manabu McCloskey Date: Tue, 25 Nov 2025 13:13:46 -0800 Subject: [PATCH 44/89] add kubeflow spark mcp server (#2987) Signed-off-by: Manabu McCloskey --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 307530b0..5c7fb9e7 100644 --- a/README.md +++ b/README.md @@ -946,6 +946,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Kong Konnect](https://github.com/Kong/mcp-konnect)** - A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics. - **[Korea Stock Analyzer](https://github.com/Mrbaeksang/korea-stock-analyzer-mcp)** - Analyze Korean stocks (KOSPI/KOSDAQ) with 6 legendary investment strategies including Buffett, Lynch, Graham, Greenblatt, Fisher, and Templeton. - **[KRS Poland](https://github.com/pkolawa/krs-poland-mcp-server)** - Access to Polish National Court Register (KRS)—the government's authoritative registry of all businesses, foundations, and other legal entities. +- **[Kubeflow Spark History MCP Server](https://github.com/kubeflow/mcp-apache-spark-history-server)** - Enable AI agents to analyze Spark job performance, identify bottlenecks, and provide intelligent insights. - **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services. - **[Kubernetes and OpenShift](https://github.com/manusa/kubernetes-mcp-server)** - A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster. - **[KubeSphere](https://github.com/kubesphere/ks-mcp-server)** - The KubeSphere MCP Server is a Model Context Protocol(MCP) server that provides integration with KubeSphere APIs, enabling to get resources from KubeSphere. Divided into four tools modules: Workspace Management, Cluster Management, User and Roles, Extensions Center. From 949314f55fba6276f05fa07f3c43c5e3fca14bb0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Martin=20Schulthei=C3=9F?= Date: Tue, 25 Nov 2025 22:24:31 +0100 Subject: [PATCH 45/89] Add Context Processor to Third-Party Servers (#3062) * Add Context Processor to Third-Party Servers - Intelligent context management MCP server - Configurable pre-processing strategies (clarify, analyze, search, fetch) - Published on npm at context-processor v1.0.0 - 81 passing tests with comprehensive documentation - GitHub: https://github.com/mschultheiss83/context-processor * Move Context Processor to Community Servers section The reviewer requested moving Context Processor from Official Integrations to Community Servers section, as it is a community-developed server rather than an official company integration. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5c7fb9e7..8e76a8f4 100644 --- a/README.md +++ b/README.md @@ -699,6 +699,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[consult7](https://github.com/szeider/consult7)** - Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code - **[Contentful-mcp](https://github.com/ivo-toby/contentful-mcp)** - Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server. - **[Context Crystallizer](https://github.com/hubertciebiada/context-crystallizer)** - AI Context Engineering tool that transforms large repositories into crystallized, AI-consumable knowledge through systematic analysis and optimization. +- **[Context Processor](https://github.com/mschultheiss83/context-processor)** - Intelligent context management with configurable pre-processing strategies (clarify, analyze, search, fetch) for enhancing content clarity, searchability, and metadata extraction. - **[context-portal](https://github.com/GreatScottyMac/context-portal)** - Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their relationships. This serves as a powerful backend for Retrieval Augmented Generation (RAG), enabling AI assistants to access precise, up-to-date project information. - **[cplusplus-mcp](https://github.com/kandrwmrtn/cplusplus_mcp)** - Semantic C++ code analysis using libclang. Enables Claude to understand C++ codebases through AST parsing rather than text search - find classes, navigate inheritance, trace function calls, and explore code relationships. - **[CRASH](https://github.com/nikkoxgonzales/crash-mcp)** - MCP server for structured, iterative reasoning and thinking with flexible validation, confidence tracking, revision mechanisms, and branching support. From 816fbbe755f134a4018604664a52c3c21f57c373 Mon Sep 17 00:00:00 2001 From: Anton Kutishevsky Date: Tue, 25 Nov 2025 23:26:14 +0200 Subject: [PATCH 46/89] feat: Added Withings MCP server for health data analysis (#3011) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8e76a8f4..34d7881a 100644 --- a/README.md +++ b/README.md @@ -1401,6 +1401,7 @@ search, and comprehensive file analysis. - **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. - **[WhatsApp MCP Server](https://github.com/lharries/whatsapp-mcp)** - MCP server for your personal WhatsApp handling individuals, groups, searching and sending. - **[Whois MCP](https://github.com/bharathvaj-ganesan/whois-mcp)** - MCP server that performs whois lookup against domain, IP, ASN and TLD. +- **[Withings](https://github.com/akutishevsky/withings-mcp)** - Access and analyze Withings health data including sleep analysis, body measurements, workouts, ECG recordings, and fitness goals through natural conversation. - **[Wikidata MCP](https://github.com/zzaebok/mcp-wikidata)** - Wikidata MCP server that interact with Wikidata, by searching identifiers, extracting metadata, and executing sparql query. - **[Wikidata SPARQL](https://github.com/QuentinCody/wikidata-sparql-mcp-server)** - Unofficial REMOTE MCP server for Wikidata's SPARQL endpoint, providing access to structured knowledge data, entity relationships, and semantic queries for research and data analysis. - **[Wikifunctions](https://github.com/Fredibau/wikifunctions-mcp-fredibau)** - Allowing AI models to discover and execute functions from the WikiFunctions library. From 78496bf305e0666ecbaffd152ac91e6499f9f3d6 Mon Sep 17 00:00:00 2001 From: Ho Hieu <150573299+0xHieu01@users.noreply.github.com> Date: Wed, 26 Nov 2025 06:26:41 +0900 Subject: [PATCH 47/89] docs: add Clix MCP Server to Official Integrations (#2999) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 34d7881a..f5a8dda7 100644 --- a/README.md +++ b/README.md @@ -146,6 +146,7 @@ Official integrations are maintained by companies building production ready MCP - Cleanup Crew logo **[Cleanup Crew](https://cleanupcrew.ai/install)** - Real-time human support service for non-technical founders using AI coding tools. When AI hits a wall, request instant human help directly from your IDE. - ClickHouse Logo **[ClickHouse](https://github.com/ClickHouse/mcp-clickhouse)** - Query your [ClickHouse](https://clickhouse.com/) database server. - ClickSend Logo **[ClickSend](https://github.com/ClickSend/clicksend-mcp-server/)** - This is the official ClickSend MCP Server developed by ClickSend team. +- Clix Logo **[Clix MCP Server](https://github.com/clix-so/clix-mcp-server)** - Clix MCP Server that enables AI agents to provide real-time, trusted Clix documentation and SDK code examples for seamless integrations. - CloudBase Logo **[CloudBase](https://github.com/TencentCloudBase/CloudBase-AI-ToolKit)** - One-stop backend services for WeChat Mini-Programs and full-stack apps with serverless cloud functions and databases by [Tencent CloudBase](https://tcb.cloud.tencent.com/) - CloudBees Logo **[CloudBees CI](https://docs.cloudbees.com/docs/cloudbees-ci-mcp-router/latest/)** - Enable AI access to your [CloudBees CI](https://www.cloudbees.com/capabilities/continuous-integration) cluster, the Enterprise-grade Jenkins®-based solution. - CloudBees Logo **[CloudBees Unify](https://docs.cloudbees.com/docs/cloudbees-unify-mcp-server/latest/install/mcp-server)** - Enable AI access to your [CloudBees Unify](https://www.cloudbees.com/unify) environment. From fa3cbb58cfb1503ed3ab03923e17ecad34514ecc Mon Sep 17 00:00:00 2001 From: Ho Hieu <150573299+0xHieu01@users.noreply.github.com> Date: Wed, 26 Nov 2025 06:27:13 +0900 Subject: [PATCH 48/89] docs(README): add Notifly MCP Server to Official Integrations (#2998) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f5a8dda7..79bef54f 100644 --- a/README.md +++ b/README.md @@ -362,6 +362,7 @@ Official integrations are maintained by companies building production ready MCP - Nile Logo **[Nile](https://github.com/niledatabase/nile-mcp-server)** - An MCP server that talks to Nile - Postgres re-engineered for B2B apps. Manage and query databases, tenants, users, auth using LLMs - Nodit Logo **[Nodit](https://github.com/noditlabs/nodit-mcp-server)** - Official Nodit MCP Server enabling access to multi-chain RPC Nodes and Data APIs for blockchain data. - Norman Logo **[Norman Finance](https://github.com/norman-finance/norman-mcp-server)** - MCP server for managing accounting and taxes with Norman Finance. +- Notifly Logo **[Notifly](https://github.com/notifly-tech/notifly-mcp-server)** - Notifly MCP Server that enables AI agents to provide real-time, trusted Notifly documentation and SDK code examples for seamless integrations. - Notion Logo **[Notion](https://github.com/makenotion/notion-mcp-server#readme)** - This project implements an MCP server for the Notion API. - Nutrient Logo **[Nutrient](https://github.com/PSPDFKit/nutrient-dws-mcp-server)** - Create, Edit, Sign, Extract Documents using Natural Language - Nx Logo **[Nx](https://github.com/nrwl/nx-console/blob/master/apps/nx-mcp)** - Makes [Nx's understanding](https://nx.dev/features/enhance-AI) of your codebase accessible to LLMs, providing insights into the codebase architecture, project relationships and runnable tasks thus allowing AI to make precise code suggestions. From ac19dd75719ecb85a543dc2b51ed4ce1ecd619fc Mon Sep 17 00:00:00 2001 From: "Snow W. Lee (Sungwon)" Date: Tue, 25 Nov 2025 13:28:27 -0800 Subject: [PATCH 49/89] Add Runbear MCP client to README.md (#2994) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 79bef54f..2f8e56ed 100644 --- a/README.md +++ b/README.md @@ -1482,7 +1482,7 @@ These are high-level frameworks that make it easier to build MCP servers or clie * **[MCP CLI Client](https://github.com/vincent-pli/mcp-cli-host)** - A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). * **[OpenMCP Client](https://github.com/LSTM-Kirigaya/openmcp-client/)** - An all-in-one vscode/trae/cursor plugin for MCP server debugging. [Document](https://kirigaya.cn/openmcp/) & [OpenMCP SDK](https://kirigaya.cn/openmcp/sdk-tutorial/). * **[PHP MCP Client](https://github.com/php-mcp/client)** - Core PHP implementation for the Model Context Protocol (MCP) Client - +* **[Runbear](https://runbear.io/solutions/integrations/slack/mcp)** - No-code MCP client for team chat platforms, such as Slack, Microsoft Teams, and Discord. ## 📚 Resources From 8e804d3066691bc226e14d6614839672ffa7782d Mon Sep 17 00:00:00 2001 From: Alex Oprisan <94403221+alexo-bunnyshell@users.noreply.github.com> Date: Tue, 25 Nov 2025 23:29:22 +0200 Subject: [PATCH 50/89] Add HOPX MCP server to official integrations (#2993) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2f8e56ed..b688dd80 100644 --- a/README.md +++ b/README.md @@ -259,6 +259,7 @@ Official integrations are maintained by companies building production ready MCP - Hologres Logo **[Hologres](https://github.com/aliyun/alibabacloud-hologres-mcp-server)** - Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data. - Homebrew Logo **[Homebrew](https://docs.brew.sh/MCP-Server)** Allows [Homebrew](https://brew.sh) users to run Homebrew commands locally. - Honeycomb Logo **[Honeycomb](https://github.com/honeycombio/honeycomb-mcp)** Allows [Honeycomb](https://www.honeycomb.io/) Enterprise customers to query and analyze their data, alerts, dashboards, and more; and cross-reference production behavior with the codebase. +- HOPX Logo **[HOPX](https://github.com/hopx-ai/mcp)** - Execute Python, JavaScript, Bash, and Go code in isolated cloud containers with sub-150ms startup times. Pre-installed data science libraries (pandas, numpy, matplotlib) for AI-powered data analysis and code testing. - HubSpot Logo **[HubSpot](https://developer.hubspot.com/mcp)** - Connect, manage, and interact with [HubSpot](https://www.hubspot.com/) CRM data - HuggingFace Logo **[Hugging Face](https://huggingface.co/settings/mcp)** - Connect to the Hugging Face Hub APIs programmatically: semantic search for spaces and papers, exploration of datasets and models, and access to all compatible MCP Gradio tool spaces! - Hunter Logo **[Hunter](https://github.com/hunter-io/hunter-mcp)** - Interact with the [Hunter API](https://hunter.io) to get B2B data using natural language. From 068e28509c0d744d972719b9a0df1556cad3c775 Mon Sep 17 00:00:00 2001 From: Zach Fine Date: Tue, 25 Nov 2025 13:29:50 -0800 Subject: [PATCH 51/89] Add Plus AI MCP server description to README (#2992) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b688dd80..9b867038 100644 --- a/README.md +++ b/README.md @@ -412,6 +412,7 @@ Official integrations are maintained by companies building production ready MCP - Plugged.in Logo **[Plugged.in](https://github.com/VeriTeknik/pluggedin-mcp)** - A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers. - P-Link.io Logo **[P-Link.io](https://github.com/paracetamol951/P-Link-MCP)** - HTTP 402 Protocol implementation on Solana network. Sending & receiving payments for agents - Polymarket Logo **[Polymarket](https://github.com/ozgureyilmaz/polymarket-mcp)** - Real-time prediction market data from Polymarket - search markets, analyze prices, identify trading opportunities. +- Plus AI Logo **[Plus AI](https://plusai.com/features/mcp)** - A Model Context Protocol (MCP) server for automatically generating professional PowerPoint and Google Slides presentations using the [Plus AI](https://plusai.com/) presentation API. - Port Logo **[Port IO](https://github.com/port-labs/port-mcp-server)** - Access and manage your software catalog to improve service quality and compliance. - **[PostHog](https://github.com/posthog/mcp)** - Interact with PostHog analytics, feature flags, error tracking and more with the official PostHog MCP server. - PostIdentity Logo **[PostIdentity](https://github.com/PostIdentity/mcp-server)** - Generate AI-powered social media posts from any AI assistant. Manage identities, create posts, track referrals, and browse marketplace templates, powered by [PostIdentity](https://postidentity.com). From fe6717439c192cfaeb1a9147c2e189ad5c18853a Mon Sep 17 00:00:00 2001 From: Michael Oglesby <44730324+mboglesby@users.noreply.github.com> Date: Tue, 25 Nov 2025 16:31:02 -0500 Subject: [PATCH 52/89] Add NetApp MCP server link (#2978) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9b867038..89ccab3d 100644 --- a/README.md +++ b/README.md @@ -358,6 +358,7 @@ Official integrations are maintained by companies building production ready MCP - Neo4j Logo **[Neo4j GDS](https://github.com/neo4j-contrib/gds-agent)** - Neo4j graph data science server with comprehensive graph algorithms that enables complex graph reasoning and Q&A. - Neon Logo **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform - Nerve Logo **[Nerve](https://github.com/nerve-hq/nerve-mcp-server)** - Search and Act on all your company data across all your SaaS apps via [Nerve](https://www.usenerve.com/) +- NetApp Logo **[NetApp](https://github.com/NetApp/mcp)** - Query metrics, manage volumes, and search across your NetApp systems and services. - Netdata Logo **[Netdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md)** - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections - Netlify Logo **[Netlify](https://docs.netlify.com/welcome/build-with-ai/netlify-mcp-server/)** - Create, build, deploy, and manage your websites with Netlify web platform. - Nile Logo **[Nile](https://github.com/niledatabase/nile-mcp-server)** - An MCP server that talks to Nile - Postgres re-engineered for B2B apps. Manage and query databases, tenants, users, auth using LLMs From db46aaac851cf6dcb07c218d22f31e9400cc9438 Mon Sep 17 00:00:00 2001 From: Shakeel Bhamani Date: Tue, 25 Nov 2025 16:31:39 -0500 Subject: [PATCH 53/89] Add Arr Suite and Restream MCP servers to community registry (#2977) - Added Arr Suite MCP server for Plex and *arr media automation suite - Added Restream MCP server for multi-platform live streaming management - Both servers added in alphabetical order to Community Servers section --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 89ccab3d..789bf170 100644 --- a/README.md +++ b/README.md @@ -607,6 +607,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Arduino](https://github.com/vishalmysore/choturobo)** - MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots. - **[arXiv API](https://github.com/prashalruchiranga/arxiv-mcp-server)** - An MCP server that enables interacting with the arXiv API using natural language. - **[arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp)** - MCP server that fetches and processes arXiv LaTeX sources for precise interpretation of mathematical expressions in papers. +- **[Arr Suite](https://github.com/shaktech786/arr-suite-mcp-server)** - Intelligent MCP server for Plex and the complete *arr media automation suite (Sonarr, Radarr, Prowlarr, Bazarr, Overseerr) with natural language processing for unified media management. - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Atlassian Server (by phuc-nt)](https://github.com/phuc-nt/mcp-atlassian-server)** - An MCP server that connects AI agents (Cline, Claude Desktop, Cursor, etc.) to Atlassian Jira & Confluence, enabling data queries and actions through the Model Context Protocol. - **[Attestable MCP](https://github.com/co-browser/attestable-mcp-server)** - An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before connecting. @@ -1241,6 +1242,7 @@ search, and comprehensive file analysis. - **[Rememberizer AI](https://github.com/skydeckai/mcp-server-rememberizer)** - An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval. - **[Replicate](https://github.com/deepfates/mcp-replicate)** - Search, run and manage machine learning models on Replicate through a simple tool-based interface. Browse models, create predictions, track their status, and handle generated images. - **[Resend](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/resend)** - Send email using Resend services +- **[Restream](https://github.com/shaktech786/restream-mcp-server)** - Model Context Protocol server for Restream API integration - manage multi-platform live streams, control channels, and access streaming analytics. - **[Revit MCP](https://github.com/revit-mcp)** - A service implementing the MCP protocol for Autodesk Revit. - **[Rijksmuseum](https://github.com/r-huijts/rijksmuseum-mcp)** - Interface with the Rijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections. - **[Riot Games](https://github.com/jifrozen0110/mcp-riot)** - MCP server for League of Legends – fetch player info, ranks, champion stats, and match history via Riot API. From 9758f34d363958b9552d8852403edcc0f58d5ec4 Mon Sep 17 00:00:00 2001 From: Eugene Mwangi Date: Wed, 26 Nov 2025 00:36:35 +0300 Subject: [PATCH 54/89] chore(uv): Prefer `--locked` for dependency sync (#1852) Adopt uv best practice for dependency synchronization. [Note] - (uv sync --frozen) proceeds with an out-dated lockfile. This could lead to inconsistencies. [Docs] See: https://docs.astral.sh/uv/concepts/projects/sync/#locking-and-syncing --- .github/workflows/python.yml | 2 +- .github/workflows/release.yml | 2 +- src/fetch/Dockerfile | 4 ++-- src/git/Dockerfile | 4 ++-- src/time/Dockerfile | 4 ++-- 5 files changed, 8 insertions(+), 8 deletions(-) diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml index a9981da4..3f227b27 100644 --- a/.github/workflows/python.yml +++ b/.github/workflows/python.yml @@ -80,7 +80,7 @@ jobs: - name: Install dependencies working-directory: src/${{ matrix.package }} - run: uv sync --frozen --all-extras --dev + run: uv sync --locked --all-extras --dev - name: Run pyright working-directory: src/${{ matrix.package }} diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index a3189102..2da6ee94 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -130,7 +130,7 @@ jobs: - name: Install dependencies working-directory: src/${{ matrix.package }} - run: uv sync --frozen --all-extras --dev + run: uv sync --locked --all-extras --dev - name: Run pyright working-directory: src/${{ matrix.package }} diff --git a/src/fetch/Dockerfile b/src/fetch/Dockerfile index 7e8824c4..e81610cb 100644 --- a/src/fetch/Dockerfile +++ b/src/fetch/Dockerfile @@ -14,13 +14,13 @@ ENV UV_LINK_MODE=copy RUN --mount=type=cache,target=/root/.cache/uv \ --mount=type=bind,source=uv.lock,target=uv.lock \ --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ - uv sync --frozen --no-install-project --no-dev --no-editable + uv sync --locked --no-install-project --no-dev --no-editable # Then, add the rest of the project source code and install it # Installing separately from its dependencies allows optimal layer caching ADD . /app RUN --mount=type=cache,target=/root/.cache/uv \ - uv sync --frozen --no-dev --no-editable + uv sync --locked --no-dev --no-editable FROM python:3.12-slim-bookworm diff --git a/src/git/Dockerfile b/src/git/Dockerfile index 67e024d8..6b53886a 100644 --- a/src/git/Dockerfile +++ b/src/git/Dockerfile @@ -14,13 +14,13 @@ ENV UV_LINK_MODE=copy RUN --mount=type=cache,target=/root/.cache/uv \ --mount=type=bind,source=uv.lock,target=uv.lock \ --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ - uv sync --frozen --no-install-project --no-dev --no-editable + uv sync --locked --no-install-project --no-dev --no-editable # Then, add the rest of the project source code and install it # Installing separately from its dependencies allows optimal layer caching ADD . /app RUN --mount=type=cache,target=/root/.cache/uv \ - uv sync --frozen --no-dev --no-editable + uv sync --locked --no-dev --no-editable FROM python:3.12-slim-bookworm diff --git a/src/time/Dockerfile b/src/time/Dockerfile index 9a1ed2af..ac5f752e 100644 --- a/src/time/Dockerfile +++ b/src/time/Dockerfile @@ -14,13 +14,13 @@ ENV UV_LINK_MODE=copy RUN --mount=type=cache,target=/root/.cache/uv \ --mount=type=bind,source=uv.lock,target=uv.lock \ --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ - uv sync --frozen --no-install-project --no-dev --no-editable + uv sync --locked --no-install-project --no-dev --no-editable # Then, add the rest of the project source code and install it # Installing separately from its dependencies allows optimal layer caching ADD . /app RUN --mount=type=cache,target=/root/.cache/uv \ - uv sync --frozen --no-dev --no-editable + uv sync --locked --no-dev --no-editable FROM python:3.12-slim-bookworm From 2f93d3c717002f9546e23da9b90b8fd757666bf6 Mon Sep 17 00:00:00 2001 From: UmakanthKaspa Date: Wed, 26 Nov 2025 03:13:09 +0530 Subject: [PATCH 55/89] Add comprehensive tests for git server functions (#2970) - Add tests for git_diff_unstaged, git_diff_staged, and git_diff - Add tests for git_commit and git_reset operations - Add tests for git_log with different parameters - Add tests for git_create_branch with base branch support - Add tests for git_show including initial commit edge case - Achieve 100% test coverage of git server functions (12/12) - All 23 tests pass with 0 errors --- src/git/tests/test_server.py | 151 ++++++++++++++++++++++++++++++++++- 1 file changed, 148 insertions(+), 3 deletions(-) diff --git a/src/git/tests/test_server.py b/src/git/tests/test_server.py index 118d2694..a7b4f886 100644 --- a/src/git/tests/test_server.py +++ b/src/git/tests/test_server.py @@ -1,7 +1,20 @@ import pytest from pathlib import Path import git -from mcp_server_git.server import git_checkout, git_branch, git_add, git_status +from mcp_server_git.server import ( + git_checkout, + git_branch, + git_add, + git_status, + git_diff_unstaged, + git_diff_staged, + git_diff, + git_commit, + git_reset, + git_log, + git_create_branch, + git_show +) import shutil @pytest.fixture @@ -35,8 +48,6 @@ def test_git_branch_local(test_repository): assert "new-branch-local" in result def test_git_branch_remote(test_repository): - # GitPython does not easily support creating remote branches without a remote. - # This test will check the behavior when 'remote' is specified without actual remotes. result = git_branch(test_repository, "remote") assert "" == result.strip() # Should be empty if no remote branches @@ -101,3 +112,137 @@ def test_git_status(test_repository): assert result is not None assert "On branch" in result or "branch" in result.lower() + +def test_git_diff_unstaged(test_repository): + file_path = Path(test_repository.working_dir) / "test.txt" + file_path.write_text("modified content") + + result = git_diff_unstaged(test_repository) + + assert "test.txt" in result + assert "modified content" in result + +def test_git_diff_unstaged_empty(test_repository): + result = git_diff_unstaged(test_repository) + + assert result == "" + +def test_git_diff_staged(test_repository): + file_path = Path(test_repository.working_dir) / "staged_file.txt" + file_path.write_text("staged content") + test_repository.index.add(["staged_file.txt"]) + + result = git_diff_staged(test_repository) + + assert "staged_file.txt" in result + assert "staged content" in result + +def test_git_diff_staged_empty(test_repository): + result = git_diff_staged(test_repository) + + assert result == "" + +def test_git_diff(test_repository): + test_repository.git.checkout("-b", "feature-diff") + file_path = Path(test_repository.working_dir) / "test.txt" + file_path.write_text("feature changes") + test_repository.index.add(["test.txt"]) + test_repository.index.commit("feature commit") + + result = git_diff(test_repository, "master") + + assert "test.txt" in result + assert "feature changes" in result + +def test_git_commit(test_repository): + file_path = Path(test_repository.working_dir) / "commit_test.txt" + file_path.write_text("content to commit") + test_repository.index.add(["commit_test.txt"]) + + result = git_commit(test_repository, "test commit message") + + assert "Changes committed successfully with hash" in result + + latest_commit = test_repository.head.commit + assert latest_commit.message.strip() == "test commit message" + +def test_git_reset(test_repository): + file_path = Path(test_repository.working_dir) / "reset_test.txt" + file_path.write_text("content to reset") + test_repository.index.add(["reset_test.txt"]) + + staged_before = [item.a_path for item in test_repository.index.diff("HEAD")] + assert "reset_test.txt" in staged_before + + result = git_reset(test_repository) + + assert result == "All staged changes reset" + + staged_after = [item.a_path for item in test_repository.index.diff("HEAD")] + assert "reset_test.txt" not in staged_after + +def test_git_log(test_repository): + for i in range(3): + file_path = Path(test_repository.working_dir) / f"log_test_{i}.txt" + file_path.write_text(f"content {i}") + test_repository.index.add([f"log_test_{i}.txt"]) + test_repository.index.commit(f"commit {i}") + + result = git_log(test_repository, max_count=2) + + assert isinstance(result, list) + assert len(result) == 2 + assert "Commit:" in result[0] + assert "Author:" in result[0] + assert "Date:" in result[0] + assert "Message:" in result[0] + +def test_git_log_default(test_repository): + result = git_log(test_repository) + + assert isinstance(result, list) + assert len(result) >= 1 + assert "initial commit" in result[0] + +def test_git_create_branch(test_repository): + result = git_create_branch(test_repository, "new-feature-branch") + + assert "Created branch 'new-feature-branch'" in result + + branches = [ref.name for ref in test_repository.references] + assert "new-feature-branch" in branches + +def test_git_create_branch_from_base(test_repository): + test_repository.git.checkout("-b", "base-branch") + file_path = Path(test_repository.working_dir) / "base.txt" + file_path.write_text("base content") + test_repository.index.add(["base.txt"]) + test_repository.index.commit("base commit") + + result = git_create_branch(test_repository, "derived-branch", "base-branch") + + assert "Created branch 'derived-branch' from 'base-branch'" in result + +def test_git_show(test_repository): + file_path = Path(test_repository.working_dir) / "show_test.txt" + file_path.write_text("show content") + test_repository.index.add(["show_test.txt"]) + test_repository.index.commit("show test commit") + + commit_sha = test_repository.head.commit.hexsha + + result = git_show(test_repository, commit_sha) + + assert "Commit:" in result + assert "Author:" in result + assert "show test commit" in result + assert "show_test.txt" in result + +def test_git_show_initial_commit(test_repository): + initial_commit = list(test_repository.iter_commits())[-1] + + result = git_show(test_repository, initial_commit.hexsha) + + assert "Commit:" in result + assert "initial commit" in result + assert "test.txt" in result From 8e0c890337dede49b5be0a951d41adfde8503f8e Mon Sep 17 00:00:00 2001 From: "Nas A." Date: Tue, 25 Nov 2025 22:45:55 +0100 Subject: [PATCH 56/89] Add Wekan MCP server to README (#2966) * Add Wekan MCP server to README * Update README.md moved to community server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 789bf170..812361a7 100644 --- a/README.md +++ b/README.md @@ -1405,6 +1405,7 @@ search, and comprehensive file analysis. - **[Webex](https://github.com/Kashyap-AI-ML-Solutions/webex-messaging-mcp-server)** - A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities. - **[Webflow](https://github.com/kapilduraphe/webflow-mcp-server)** - Interact with the Webflow APIs - **[webhook-mcp](https://github.com/noobnooc/webhook-mcp)** (by Nooc) - A Model Context Protocol (MCP) server that sends webhook notifications when called. +- **[Wekan](https://github.com/namar0x0309/wekan-mcp)** - Unofficial MCP server for Wekan, providing all rest api functionality to add, edit, delete tasks and boards. - **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. - **[WhatsApp MCP Server](https://github.com/lharries/whatsapp-mcp)** - MCP server for your personal WhatsApp handling individuals, groups, searching and sending. - **[Whois MCP](https://github.com/bharathvaj-ganesan/whois-mcp)** - MCP server that performs whois lookup against domain, IP, ASN and TLD. From 76dcff0617946c921aad9bc4ef55eb53e8365458 Mon Sep 17 00:00:00 2001 From: Nick Pape <5674316+nick-pape@users.noreply.github.com> Date: Tue, 25 Nov 2025 15:50:31 -0600 Subject: [PATCH 57/89] Fix a lifecycle bug with server everything in stdio mode (#2848) --- src/everything/stdio.ts | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/src/everything/stdio.ts b/src/everything/stdio.ts index e443a983..102af4f1 100644 --- a/src/everything/stdio.ts +++ b/src/everything/stdio.ts @@ -9,14 +9,18 @@ async function main() { const transport = new StdioServerTransport(); const {server, cleanup, startNotificationIntervals} = createServer(); + // Cleanup when client disconnects + server.onclose = async () => { + await cleanup(); + process.exit(0); + }; + await server.connect(transport); startNotificationIntervals(); // Cleanup on exit process.on("SIGINT", async () => { - await cleanup(); - await server.close(); - process.exit(0); + await server.close(); }); } From 78e0088ebdf0a512afb193c099935d15bc14bf72 Mon Sep 17 00:00:00 2001 From: Adam Jones Date: Tue, 25 Nov 2025 21:51:56 +0000 Subject: [PATCH 58/89] fix(fetch): update uv.lock to sync with pyproject.toml The lockfile was out of sync because pyproject.toml was updated (version bump to 0.6.3, httpx<0.28 constraint) but uv.lock wasn't regenerated. 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Sep 17 00:00:00 2001 From: Adam Jones Date: Tue, 25 Nov 2025 22:11:56 +0000 Subject: [PATCH 59/89] Fix VS Code MCP documentation URLs Update links to point to the new location at /docs/copilot/customization/mcp-servers --- src/everything/README.md | 2 +- src/filesystem/README.md | 2 +- src/git/README.md | 2 +- src/memory/README.md | 2 +- src/sequentialthinking/README.md | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/src/everything/README.md b/src/everything/README.md index 696a77e9..35274f61 100644 --- a/src/everything/README.md +++ b/src/everything/README.md @@ -196,7 +196,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). #### NPX diff --git a/src/filesystem/README.md b/src/filesystem/README.md index 91d217af..e9ddc2b1 100644 --- a/src/filesystem/README.md +++ b/src/filesystem/README.md @@ -266,7 +266,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). You can provide sandboxed directories to the server by mounting them to `/projects`. Adding the `ro` flag will make the directory readonly by the server. diff --git a/src/git/README.md b/src/git/README.md index a922fdec..43094a06 100644 --- a/src/git/README.md +++ b/src/git/README.md @@ -178,7 +178,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). ```json { diff --git a/src/memory/README.md b/src/memory/README.md index f6e0bb89..dcc81161 100644 --- a/src/memory/README.md +++ b/src/memory/README.md @@ -198,7 +198,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). #### NPX diff --git a/src/sequentialthinking/README.md b/src/sequentialthinking/README.md index 3a942d11..322ded27 100644 --- a/src/sequentialthinking/README.md +++ b/src/sequentialthinking/README.md @@ -96,7 +96,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). For NPX installation: From 3154518344b13f65077d5a501d932e572b808016 Mon Sep 17 00:00:00 2001 From: adam jones Date: Wed, 26 Nov 2025 12:32:37 +0000 Subject: [PATCH 60/89] Update @modelcontextprotocol/sdk to 1.23.0 in TypeScript servers (#3065) Update the SDK from ^1.19.1 to ^1.23.0 in all TypeScript reference servers: - everything - filesystem - memory - sequentialthinking Also update everything server for SDK breaking changes: - Update zod to ^3.25.0 (zod v4 compatibility) - Fix ToolInput/ToolOutput types to use Tool["inputSchema"] instead of inferring from zod schemas - Fix result.content handling to support array format Co-authored-by: Felix Weinberger <3823880+felixweinberger@users.noreply.github.com> --- package-lock.json | 1842 ++++++++++++++++++++++----- src/everything/everything.ts | 10 +- src/everything/package.json | 4 +- src/filesystem/package.json | 2 +- src/memory/package.json | 2 +- src/sequentialthinking/package.json | 2 +- 6 files changed, 1497 insertions(+), 365 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"0.6.2", diff --git a/src/everything/everything.ts b/src/everything/everything.ts index 2300ee04..fece43df 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -20,7 +20,6 @@ import { ServerRequest, SubscribeRequestSchema, Tool, - ToolSchema, UnsubscribeRequestSchema, type Root } from "@modelcontextprotocol/sdk/types.js"; @@ -35,11 +34,8 @@ const __filename = fileURLToPath(import.meta.url); const __dirname = dirname(__filename); const instructions = readFileSync(join(__dirname, "instructions.md"), "utf-8"); -const ToolInputSchema = ToolSchema.shape.inputSchema; -type ToolInput = z.infer; - -const ToolOutputSchema = ToolSchema.shape.outputSchema; -type ToolOutput = z.infer; +type ToolInput = Tool["inputSchema"]; +type ToolOutput = Tool["outputSchema"]; type SendRequest = RequestHandlerExtra["sendRequest"]; @@ -621,7 +617,7 @@ export const createServer = () => { ); return { content: [ - { type: "text", text: `LLM sampling result: ${result.content.text}` }, + { type: "text", text: `LLM sampling result: ${Array.isArray(result.content) ? result.content.map(c => c.type === "text" ? c.text : JSON.stringify(c)).join("") : (result.content.type === "text" ? result.content.text : JSON.stringify(result.content))}` }, ], }; } diff --git a/src/everything/package.json b/src/everything/package.json index 021403dc..803b7fd5 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -22,11 +22,11 @@ "start:streamableHttp": "node dist/streamableHttp.js" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.19.1", + "@modelcontextprotocol/sdk": "^1.23.0", "cors": "^2.8.5", "express": "^4.21.1", "jszip": "^3.10.1", - "zod": "^3.23.8", + "zod": "^3.25.0", "zod-to-json-schema": "^3.23.5" }, "devDependencies": { diff --git a/src/filesystem/package.json b/src/filesystem/package.json index 6c8834fc..cd4d1f1f 100644 --- a/src/filesystem/package.json +++ b/src/filesystem/package.json @@ -20,7 +20,7 @@ "test": "vitest run --coverage" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.19.1", + "@modelcontextprotocol/sdk": "^1.23.0", "diff": "^5.1.0", "glob": "^10.3.10", "minimatch": "^10.0.1", diff --git a/src/memory/package.json b/src/memory/package.json index 3af1c44d..389afb65 100644 --- a/src/memory/package.json +++ b/src/memory/package.json @@ -20,7 +20,7 @@ "test": "vitest run --coverage" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.19.1" + "@modelcontextprotocol/sdk": "^1.23.0" }, "devDependencies": { "@types/node": "^22", diff --git a/src/sequentialthinking/package.json b/src/sequentialthinking/package.json index bf916a36..b2ee08f0 100644 --- a/src/sequentialthinking/package.json +++ b/src/sequentialthinking/package.json @@ -20,7 +20,7 @@ "test": "vitest run --coverage" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.19.1", + "@modelcontextprotocol/sdk": "^1.23.0", "chalk": "^5.3.0", "yargs": "^17.7.2" }, From 816bec4e1270426dbd289d5c70cbf94f70a4e4e2 Mon Sep 17 00:00:00 2001 From: Tony Date: Wed, 26 Nov 2025 12:33:02 +0000 Subject: [PATCH 61/89] Add Agent Interviews and MCP Bundles Hub to Community Servers (#3038) - Agent Interviews: AI-powered qualitative research platform - MCP Bundles Hub: Discovery and management platform with 500+ MCP provider integrations Moved to Community Servers section per reviewer feedback. --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 812361a7..a3a0b188 100644 --- a/README.md +++ b/README.md @@ -573,6 +573,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Adobe Commerce](https://github.com/rafaelstz/adobe-commerce-dev-mcp)** — MCP to interact with Adobe Commerce GraphQL API, including orders, products, customers, etc. - **[ADR Analysis](https://github.com/tosin2013/mcp-adr-analysis-server)** - AI-powered Architectural Decision Records (ADR) analysis server that provides architectural insights, technology stack detection, security checks, and TDD workflow enhancement for software development projects. - **[Ads MCP](https://github.com/amekala/ads-mcp)** - Remote MCP server for cross-platform ad campaign creation (Google Ads Search & PMax, TikTok). OAuth 2.1 authentication with progress streaming support for long-running operations. [Website](https://www.adspirer.com/) +- **[Agent Interviews](https://github.com/thinkchainai/agentinterviews_mcp)** - Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). - **[AgentBay](https://github.com/Michael98671/agentbay)** - An MCP server for providing serverless cloud infrastructure for AI agents. - **[Agentic Framework](https://github.com/Piotr1215/mcp-agentic-framework)** - Multi-agent collaboration framework enabling AI agents to register, discover each other, exchange asynchronous messages via HTTP transport, and work together on complex tasks with persistent message history. - **[AgentMode](https://www.agentmode.app)** - Connect to dozens of databases, data warehouses, Github & more, from a single MCP server. Run the Docker image locally, in the cloud, or on-premise. @@ -1012,6 +1013,7 @@ search, and comprehensive file analysis. - **[Matrix](https://github.com/mjknowles/matrix-mcp-server)** - Interact with a Matrix homeserver. - **[Maven Tools MCP](https://github.com/arvindand/maven-tools-mcp)** - Maven Central dependency intelligence for JVM build tools. Supports all build tools (Maven, Gradle, SBT, Mill) with Context7 integration for documentation support. - **[Maybe Don't AI Policy Engine](https://www.maybedont.ai/download/)** - Yet another MCP security gateway, Maybe Don't AI provides policy checks on any call before it reaches downstream MCP servers to protect users from agents behaving poorly. +- **[MCP Bundles Hub](https://github.com/thinkchainai/mcpbundles)** - Discover, install, and manage 500+ MCP provider integrations and bundles through [MCP Bundles](https://mcpbundles.com). - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs - **[MCP Context Provider](https://github.com/doobidoo/MCP-Context-Provider)** - Static server that provides AI models with persistent tool-specific context and rules, preventing context loss between chat sessions and enabling consistent behavior across interactions. - **[MCP Create](https://github.com/tesla0225/mcp-create)** - A dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers on-the-fly. From dde7e6e6d60b059cf87a656c2da39caf1bfca8fc Mon Sep 17 00:00:00 2001 From: Joseph Wright Date: Wed, 26 Nov 2025 12:33:28 +0000 Subject: [PATCH 62/89] Adding Semilattice MCP to README.md (#3028) * Adding Semilattice MCP to README.md * Remove "- audience prediction" from Semilattice MCP name Co-authored-by: adam jones --------- Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a3a0b188..41b8790b 100644 --- a/README.md +++ b/README.md @@ -468,6 +468,7 @@ Official integrations are maintained by companies building production ready MCP - SearchUnify Logo **[SearchUnify](https://github.com/searchunify/su-mcp/)** - SearchUnify MCP Server (su-mcp) enables seamless integration of SearchUnify with Claude Desktop - Secureframe Logo **[Secureframe](https://github.com/secureframe/secureframe-mcp-server)** - Query security controls, monitor compliance tests, and access audit data across SOC 2, ISO 27001, CMMC, FedRAMP, and other frameworks from [Secureframe](https://secureframe.com). - Semgrep Logo **[Semgrep](https://github.com/semgrep/semgrep/blob/develop/cli/src/semgrep/mcp/README.md)** - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/). +- Semilattice icon **[Semilattice](https://github.com/semilattice-research/mcp)** - Test content, personalise features, and A/B test decisions with accurate audience prediction. - Sequa Logo **[Sequa.AI](https://github.com/sequa-ai/sequa-mcp)** - Stop stitching context for Copilot and Cursor. With [Sequa MCP](https://github.com/sequa-ai/sequa-mcp), your AI tools know all your codebases and docs out of the box. - Shortcut Logo **[Shortcut](https://github.com/useshortcut/mcp-server-shortcut)** - Access and implement all of your projects and tasks (Stories) from [Shortcut](https://shortcut.com/). - Simplifier Logo **[Simplifier](https://github.com/simplifier-ag/simplifier-mcp)** - Manage connectors, business objects and more in your [Simplifier](https://simplifier.io/) low code platform. From cf59c0dcf70e4099f902a6000f8b97769e1f27fa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E7=9F=B3=E7=A7=89=E4=BF=AE=28PING-HSIU=20SHIH=29?= Date: Wed, 26 Nov 2025 20:35:42 +0800 Subject: [PATCH 63/89] Add pgtuner_mcp to Community Servers (#3059) * add pgtuner_mcp mcp server in README.md * make alphabetical order --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 41b8790b..2958cd31 100644 --- a/README.md +++ b/README.md @@ -1191,6 +1191,7 @@ search, and comprehensive file analysis. - **[Peacock for VS Code](https://github.com/johnpapa/peacock-mcp)** - MCP Server for the Peacock extension for VS Code, coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs. - **[persistproc](https://github.com/irskep/persistproc)** - MCP server + command line tool that allows agents to see & control long-running processes like web servers. - **[Pexels](https://github.com/garylab/pexels-mcp-server)** - A MCP server providing access to Pexels Free Image API, enabling seamless search, retrieval, and download of high-quality royalty-free images. +- **[pgtuner_mcp](https://github.com/isdaniel/pgtuner_mcp)** - provides AI-powered PostgreSQL performance tuning capabilities. - **[Pharos](https://github.com/QuentinCody/pharos-mcp-server)** - Unofficial MCP server for the Pharos database by the National Center for Advancing Translational Sciences (NCATS), providing access to target, drug, and disease information for drug discovery research. - **[Phone MCP](https://github.com/hao-cyber/phone-mcp)** - 📱 A powerful plugin that lets you control your Android phone. Enables AI agents to perform complex tasks like automatically playing music based on weather or making calls and sending texts. - **[PIF](https://github.com/hungryrobot1/MCP-PIF)** - A Personal Intelligence Framework (PIF), providing tools for file operations, structured reasoning, and journal-based documentation to support continuity and evolving human-AI collaboration across sessions. From c017f44ee2498ac132db82dd5c91d8d6bd5ffe77 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Nov 2025 13:18:16 +0000 Subject: [PATCH 64/89] chore(deps): bump glob in the npm_and_yarn group across 1 directory (#3076) Bumps the npm_and_yarn group with 1 update in the / directory: [glob](https://github.com/isaacs/node-glob). Updates `glob` from 10.4.5 to 10.5.0 - [Changelog](https://github.com/isaacs/node-glob/blob/main/changelog.md) - [Commits](https://github.com/isaacs/node-glob/compare/v10.4.5...v10.5.0) --- updated-dependencies: - dependency-name: glob dependency-version: 10.5.0 dependency-type: direct:production dependency-group: npm_and_yarn ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- package-lock.json | 201 +++++++++++++++--------------------- src/filesystem/package.json | 2 +- 2 files changed, 83 insertions(+), 120 deletions(-) diff --git a/package-lock.json b/package-lock.json index 611634c7..fa721941 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1148,16 +1148,6 @@ } } }, - "node_modules/@vitest/coverage-v8/node_modules/brace-expansion": { - "version": "2.0.2", - "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz", - "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==", - "dev": true, - "license": "MIT", - "dependencies": { - "balanced-match": "^1.0.0" - } - }, "node_modules/@vitest/coverage-v8/node_modules/debug": { "version": "4.4.3", "resolved": "https://registry.npmjs.org/debug/-/debug-4.4.3.tgz", @@ -1176,27 +1166,6 @@ } } }, - "node_modules/@vitest/coverage-v8/node_modules/glob": { - "version": "10.4.5", - "resolved": "https://registry.npmjs.org/glob/-/glob-10.4.5.tgz", - "integrity": "sha512-7Bv8RF0k6xjo7d4A/PxYLbUCfb6c+Vpd2/mB2yRDlew7Jb5hEXiCD9ibfO7wpk8i4sevK6DFny9h7EYbM3/sHg==", - "dev": true, - "license": "ISC", - "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": { - "glob": "dist/esm/bin.mjs" - }, - "funding": { - "url": "https://github.com/sponsors/isaacs" - } - }, "node_modules/@vitest/coverage-v8/node_modules/istanbul-lib-source-maps": { "version": "5.0.6", "resolved": "https://registry.npmjs.org/istanbul-lib-source-maps/-/istanbul-lib-source-maps-5.0.6.tgz", @@ -1212,22 +1181,6 @@ "node": ">=10" } }, - "node_modules/@vitest/coverage-v8/node_modules/minimatch": { - "version": "9.0.5", - "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.5.tgz", - "integrity": "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow==", - "dev": true, - "license": "ISC", - "dependencies": { - "brace-expansion": "^2.0.1" - }, - "engines": { - "node": ">=16 || 14 >=14.17" - }, - "funding": { - "url": "https://github.com/sponsors/isaacs" - } - }, "node_modules/@vitest/coverage-v8/node_modules/ms": { "version": "2.1.3", "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz", @@ -1494,14 +1447,12 @@ } }, "node_modules/brace-expansion": { - "version": "1.1.12", - "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz", - "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==", - "dev": true, + "version": "2.0.2", + "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz", + "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==", "license": "MIT", "dependencies": { - "balanced-match": "^1.0.0", - "concat-map": "0.0.1" + "balanced-match": "^1.0.0" } }, "node_modules/bytes": { @@ -1622,7 +1573,8 @@ "version": "0.0.1", "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz", "integrity": "sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==", - "dev": true + "dev": true, + "license": "MIT" }, "node_modules/content-disposition": { "version": "0.5.4", @@ -1913,6 +1865,7 @@ "resolved": "https://registry.npmjs.org/express/-/express-4.21.2.tgz", "integrity": "sha512-28HqgMZAmih1Czt9ny7qr6ek2qddF4FclbMzwhCREB6OFfH+rXAnuNCwo1/wFvrtbgsQDb4kSbX9de9lFbrXnA==", "license": "MIT", + "peer": true, "dependencies": { "accepts": "~1.3.8", "array-flatten": "1.1.1", @@ -2044,7 +1997,8 @@ "version": "1.0.0", "resolved": "https://registry.npmjs.org/fs.realpath/-/fs.realpath-1.0.0.tgz", "integrity": "sha512-OO0pH2lK6a0hZnAdau5ItzHPI6pUlvI7jMVnxUQRtw4owF2wk8lOSabtGDCTP4Ggrg2MbGnWO9X8K1t4+fGMDw==", - "dev": true + "dev": true, + "license": "ISC" }, "node_modules/fsevents": { "version": "2.3.3", @@ -2115,21 +2069,20 @@ } }, "node_modules/glob": { - "version": "7.2.3", - "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz", - "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==", - "deprecated": "Glob versions prior to v9 are no longer supported", - "dev": true, + "version": "10.5.0", + "resolved": "https://registry.npmjs.org/glob/-/glob-10.5.0.tgz", + "integrity": "sha512-DfXN8DfhJ7NH3Oe7cFmu3NCu1wKbkReJ8TorzSAFbSKrlNaQSKfIzqYqVY8zlbs2NLBbWpRiU52GX2PbaBVNkg==", + "license": "ISC", "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" + "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" }, - "engines": { - "node": "*" + "bin": { + "glob": "dist/esm/bin.mjs" }, "funding": { "url": "https://github.com/sponsors/isaacs" @@ -2225,6 +2178,7 @@ "integrity": "sha512-k92I/b08q4wvFscXCLvqfsHCrjrF7yiXsQuIVvVE7N82W3+aqpzuUdBbfhWcy/FZR3/4IgflMgKLOsvPDrGCJA==", "deprecated": "This module is not supported, and leaks memory. Do not use it. Check out lru-cache if you want a good and tested way to coalesce async requests by a key value, which is much more comprehensive and powerful.", "dev": true, + "license": "ISC", "dependencies": { "once": "^1.3.0", "wrappy": "1" @@ -2483,15 +2437,18 @@ } }, "node_modules/minimatch": { - "version": "3.1.2", - "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz", - "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==", - "dev": true, + "version": "9.0.5", + "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.5.tgz", + "integrity": "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow==", + "license": "ISC", "dependencies": { - "brace-expansion": "^1.1.7" + "brace-expansion": "^2.0.1" }, "engines": { - "node": "*" + "node": ">=16 || 14 >=14.17" + }, + "funding": { + "url": "https://github.com/sponsors/isaacs" } }, "node_modules/minimist": { @@ -2608,6 +2565,7 @@ "resolved": "https://registry.npmjs.org/path-is-absolute/-/path-is-absolute-1.0.1.tgz", "integrity": "sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg==", "dev": true, + "license": "MIT", "engines": { "node": ">=0.10.0" } @@ -3103,6 +3061,52 @@ "node": ">=4" } }, + "node_modules/shelljs/node_modules/brace-expansion": { + "version": "1.1.12", + "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz", + "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==", + "dev": true, + "license": "MIT", + "dependencies": { + "balanced-match": "^1.0.0", + "concat-map": "0.0.1" + } + }, + "node_modules/shelljs/node_modules/glob": { + "version": "7.2.3", + "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz", + "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==", + "deprecated": "Glob versions prior to v9 are no longer supported", + "dev": true, + "license": "ISC", + "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" + }, + "engines": { + "node": "*" + }, + "funding": { + "url": "https://github.com/sponsors/isaacs" + } + }, + "node_modules/shelljs/node_modules/minimatch": { + "version": "3.1.2", + "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz", + "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==", + "dev": true, + "license": "ISC", + "dependencies": { + "brace-expansion": "^1.1.7" + }, + "engines": { + "node": "*" + } + }, "node_modules/shx": { "version": "0.3.4", "resolved": "https://registry.npmjs.org/shx/-/shx-0.3.4.tgz", @@ -3455,6 +3459,7 @@ "integrity": "sha512-j3lYzGC3P+B5Yfy/pfKNgVEg4+UtcIJcVRt2cDjIOmhLourAqPqf8P7acgxeiSgUB7E3p2P8/3gNIgDLpwzs4g==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "esbuild": "^0.21.3", "postcss": "^8.4.43", @@ -3563,6 +3568,7 @@ "integrity": "sha512-MSmPM9REYqDGBI8439mA4mWhV5sKmDlBKWIYbA3lRb2PTHACE0mgKwA8yQ2xq9vxDTuk4iPrECBAEW2aoFXY0Q==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "@vitest/expect": "2.1.9", "@vitest/mocker": "2.1.9", @@ -3757,6 +3763,7 @@ "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz", "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==", "license": "MIT", + "peer": true, "funding": { "url": "https://github.com/sponsors/colinhacks" } @@ -4219,7 +4226,7 @@ "dependencies": { "@modelcontextprotocol/sdk": "^1.23.0", "diff": "^5.1.0", - "glob": "^10.3.10", + "glob": "^10.5.0", "minimatch": "^10.0.1", "zod-to-json-schema": "^3.23.5" }, @@ -4325,15 +4332,6 @@ "url": "https://opencollective.com/express" } }, - "src/filesystem/node_modules/brace-expansion": { - "version": "2.0.2", - "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz", - "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==", - "license": "MIT", - "dependencies": { - "balanced-match": "^1.0.0" - } - }, "src/filesystem/node_modules/content-disposition": { "version": "1.0.1", "resolved": "https://registry.npmjs.org/content-disposition/-/content-disposition-1.0.1.tgz", @@ -4441,41 +4439,6 @@ "node": ">= 0.8" } }, - "src/filesystem/node_modules/glob": { - "version": "10.4.5", - "resolved": "https://registry.npmjs.org/glob/-/glob-10.4.5.tgz", - "integrity": "sha512-7Bv8RF0k6xjo7d4A/PxYLbUCfb6c+Vpd2/mB2yRDlew7Jb5hEXiCD9ibfO7wpk8i4sevK6DFny9h7EYbM3/sHg==", - "license": "ISC", - "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": { - "glob": "dist/esm/bin.mjs" - }, - "funding": { - "url": "https://github.com/sponsors/isaacs" - } - }, - "src/filesystem/node_modules/glob/node_modules/minimatch": { - "version": "9.0.5", - "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.5.tgz", - "integrity": "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow==", - "license": "ISC", - "dependencies": { - "brace-expansion": "^2.0.1" - }, - "engines": { - "node": ">=16 || 14 >=14.17" - }, - "funding": { - "url": "https://github.com/sponsors/isaacs" - } - }, "src/filesystem/node_modules/iconv-lite": { "version": "0.7.0", "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.7.0.tgz", diff --git a/src/filesystem/package.json b/src/filesystem/package.json index cd4d1f1f..828bbad8 100644 --- a/src/filesystem/package.json +++ b/src/filesystem/package.json @@ -22,7 +22,7 @@ "dependencies": { "@modelcontextprotocol/sdk": "^1.23.0", "diff": "^5.1.0", - "glob": "^10.3.10", + "glob": "^10.5.0", "minimatch": "^10.0.1", "zod-to-json-schema": "^3.23.5" }, From a10de645e86edf6f3a20e67db77cb9a30ec56d43 Mon Sep 17 00:00:00 2001 From: eeppodolak <161312839+eeppodolak@users.noreply.github.com> Date: Wed, 26 Nov 2025 14:18:35 +0100 Subject: [PATCH 65/89] Elastic Email name fix (#3075) * Add MCP Elastic Email to Third Party Servers * Update README.md - Elastic Email name fix --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2958cd31..11a206ca 100644 --- a/README.md +++ b/README.md @@ -207,7 +207,7 @@ Official integrations are maintained by companies building production ready MCP - EduBase Logo **[EduBase](https://github.com/EduBase/MCP)** - Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities - Elasticsearch Logo **[Elasticsearch](https://github.com/elastic/mcp-server-elasticsearch)** - Query your data in [Elasticsearch](https://www.elastic.co/elasticsearch) - Elasticsearch Memory Logo **[Elasticsearch Memory](https://github.com/fredac100/elasticsearch-memory-mcp)** - Persistent memory with hierarchical categorization, semantic search, and intelligent auto-detection. Install via [PyPI](https://pypi.org/project/elasticsearch-memory-mcp/). -- Elastic Email Logo **[Elastic Email MCP](https://github.com/ElasticEmail/elasticemail-mcp-server)** - Elastic Email MCP Server delivers full-scale email capabilities to the next generation of AI agents and MCP-compatible environments. +- Elastic Email Logo **[Elastic Email](https://github.com/ElasticEmail/elasticemail-mcp-server)** - Elastic Email MCP Server delivers full-scale email capabilities to the next generation of AI agents and MCP-compatible environments. - Ember AI Logo **[Ember AI](https://docs.emberai.xyz/)** - A unified MCP server that enables AI agents to execute cross-chain DeFi strategies. - Endor Labs Logo **[Endor Labs](https://docs.endorlabs.com/deployment/ide/mcp/)** - Find and fix security risks in you code. Integrate [Endor Labs](https://endorlabs.com) to scan and secure your code from vulnerabilities and secret leaks. - eSignatures Logo **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts. From 2c6684dda9d35064037db18c82f49fd4fe678a40 Mon Sep 17 00:00:00 2001 From: GoMakers Date: Wed, 26 Nov 2025 09:23:01 -0500 Subject: [PATCH 66/89] Add Google Analytics 4 to Community Servers (#3052) * Add Google Analytics 4 to Community Servers * Move Google Analytics 4 to Community Servers section * Remove extra blank line --------- Co-authored-by: leonardosepulvedat --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82b30437..c1bb764c 100644 --- a/README.md +++ b/README.md @@ -865,6 +865,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Goodnews](https://github.com/VectorInstitute/mcp-goodnews)** - A simple MCP server that delivers curated positive and uplifting news stories. - **[Google Ads](https://github.com/gomarble-ai/google-ads-mcp-server)** - MCP server acting as an interface to the Google Ads, enabling programmatic access to Facebook Ads data and management features. - **[Google Analytics](https://github.com/surendranb/google-analytics-mcp)** - Google Analytics MCP Server to bring data across 200+ dimensions & metrics for LLMs to analyse. +- **[Google Analytics 4](https://github.com/gomakers-ai/mcp-google-analytics)** - MCP server for Google Analytics Data API and Measurement Protocol to read reports and send events. - **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events - **[Google Calendar](https://github.com/nspady/google-calendar-mcp)** - Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location. - **[Google Custom Search](https://github.com/adenot/mcp-google-search)** - Provides Google Search results via the Google Custom Search API From d9929014d5f2c5d0184c07b0fb94d2b5888fd8c5 Mon Sep 17 00:00:00 2001 From: adam jones Date: Wed, 26 Nov 2025 14:29:36 +0000 Subject: [PATCH 67/89] Add mcpName and repository fields for MCP registry (#3068) Adds metadata required for registering servers in the MCP registry: - NPM servers (everything, filesystem, memory, sequentialthinking): Added mcpName and repository fields to package.json - PyPI servers (fetch, git, time): Added mcp-name comment to README.md Part of #3047 --- src/everything/package.json | 5 +++++ src/fetch/README.md | 2 ++ src/filesystem/package.json | 5 +++++ src/git/README.md | 2 ++ src/memory/package.json | 5 +++++ src/sequentialthinking/package.json | 5 +++++ src/time/README.md | 2 ++ 7 files changed, 26 insertions(+) diff --git a/src/everything/package.json b/src/everything/package.json index 803b7fd5..909d55e5 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -3,9 +3,14 @@ "version": "0.6.2", "description": "MCP server that exercises all the features of the MCP protocol", "license": "MIT", + "mcpName": "io.github.modelcontextprotocol/server-everything", "author": "Anthropic, PBC (https://anthropic.com)", "homepage": "https://modelcontextprotocol.io", "bugs": "https://github.com/modelcontextprotocol/servers/issues", + "repository": { + "type": "git", + "url": "https://github.com/modelcontextprotocol/servers.git" + }, "type": "module", "bin": { "mcp-server-everything": "dist/index.js" diff --git a/src/fetch/README.md b/src/fetch/README.md index 1bf12a15..2c3e0489 100644 --- a/src/fetch/README.md +++ b/src/fetch/README.md @@ -1,5 +1,7 @@ # Fetch MCP Server + + A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption. > [!CAUTION] diff --git a/src/filesystem/package.json b/src/filesystem/package.json index 828bbad8..e7ed73d2 100644 --- a/src/filesystem/package.json +++ b/src/filesystem/package.json @@ -3,9 +3,14 @@ "version": "0.6.3", "description": "MCP server for filesystem access", "license": "MIT", + "mcpName": "io.github.modelcontextprotocol/server-filesystem", "author": "Anthropic, PBC (https://anthropic.com)", "homepage": "https://modelcontextprotocol.io", "bugs": "https://github.com/modelcontextprotocol/servers/issues", + "repository": { + "type": "git", + "url": "https://github.com/modelcontextprotocol/servers.git" + }, "type": "module", "bin": { "mcp-server-filesystem": "dist/index.js" diff --git a/src/git/README.md b/src/git/README.md index 43094a06..cdc77daa 100644 --- a/src/git/README.md +++ b/src/git/README.md @@ -1,5 +1,7 @@ # mcp-server-git: A git MCP server + + ## Overview A Model Context Protocol server for Git repository interaction and automation. This server provides tools to read, search, and manipulate Git repositories via Large Language Models. diff --git a/src/memory/package.json b/src/memory/package.json index 389afb65..8e68daf1 100644 --- a/src/memory/package.json +++ b/src/memory/package.json @@ -3,9 +3,14 @@ "version": "0.6.3", "description": "MCP server for enabling memory for Claude through a knowledge graph", "license": "MIT", + "mcpName": "io.github.modelcontextprotocol/server-memory", "author": "Anthropic, PBC (https://anthropic.com)", "homepage": "https://modelcontextprotocol.io", "bugs": "https://github.com/modelcontextprotocol/servers/issues", + "repository": { + "type": "git", + "url": "https://github.com/modelcontextprotocol/servers.git" + }, "type": "module", "bin": { "mcp-server-memory": "dist/index.js" diff --git a/src/sequentialthinking/package.json b/src/sequentialthinking/package.json index b2ee08f0..dd2a8996 100644 --- a/src/sequentialthinking/package.json +++ b/src/sequentialthinking/package.json @@ -3,9 +3,14 @@ "version": "0.6.2", "description": "MCP server for sequential thinking and problem solving", "license": "MIT", + "mcpName": "io.github.modelcontextprotocol/server-sequential-thinking", "author": "Anthropic, PBC (https://anthropic.com)", "homepage": "https://modelcontextprotocol.io", "bugs": "https://github.com/modelcontextprotocol/servers/issues", + "repository": { + "type": "git", + "url": "https://github.com/modelcontextprotocol/servers.git" + }, "type": "module", "bin": { "mcp-server-sequential-thinking": "dist/index.js" diff --git a/src/time/README.md b/src/time/README.md index 8843df25..93d6fcab 100644 --- a/src/time/README.md +++ b/src/time/README.md @@ -1,5 +1,7 @@ # Time MCP Server + + A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection. ### Available Tools From 5f3e03de1dc25e12e54f85ccfa797520200a7dc8 Mon Sep 17 00:00:00 2001 From: "Leone.Y" Date: Wed, 26 Nov 2025 22:41:25 +0800 Subject: [PATCH 68/89] Add TCSAS-devtools AI ToolKit to Official Integrations (#3058) * Add TCSAS-devtools AI ToolKit to Official Integrations * align alphabetical order --------- Co-authored-by: zhangyi --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index c1bb764c..5bd0d37f 100644 --- a/README.md +++ b/README.md @@ -519,6 +519,7 @@ Official integrations are maintained by companies building production ready MCP - Trade Agent Logo **[Trade Agent](https://github.com/Trade-Agent/trade-agent-mcp)** - Execute stock and crypto trades on your brokerage via [Trade Agent](https://thetradeagent.ai) - Twelvedata Logo **[Twelve Data](https://github.com/twelvedata/mcp)** — Integrate your AI agents with real-time and historical financial market data through our official [Twelve Data](https://twelvedata.com) MCP server. - Twilio Logo **[Twilio](https://github.com/twilio-labs/mcp)** - Interact with [Twilio](https://www.twilio.com/en-us) APIs to send SMS messages, manage phone numbers, configure your account, and more. +- TCSAS Logo **[TCSAS](https://github.com/TCMPP-Team/tcsas-devtools-mcp-server)** - Built on the Tencent Mini Program technical framework and fully following the development, powered by [Tencent Cloud Super App as a Service](https://www.tencentcloud.com/products/tcsas?lang=en&pg=). - Uberall Logo **[Uberall](https://github.com/uberall/uberall-mcp-server)** – Manage multi - location presence, including listings, reviews, and social posting, via [uberall](https://uberall.com). - Unblocked Logo **[Unblocked](https://docs.getunblocked.com/unblocked-mcp)** Help your AI-powered IDEs generate faster, more accurate code by giving them access to context from Slack, Confluence, Google Docs, JIRA, and more with [Unblocked](https://getunblocked.com). - UnifAI Logo **[UnifAI](https://github.com/unifai-network/unifai-mcp-server)** - Dynamically search and call tools using [UnifAI Network](https://unifai.network) @@ -560,6 +561,7 @@ Official integrations are maintained by companies building production ready MCP - **[ZettelkastenSpace](https://github.com/joshylchen/zettelkasten_space)** - Built on the proven [Zettelkasten](https://www.zettelkasten.space/) method, enhanced with Claude Desktop integration via Model Context Protocol - Zine Logo **[Zine](https://www.zine.ai)** - Your memory, everywhere AI goes. Think iPhoto for your knowledge - upload and curate. Like ChatGPT but portable - context that travels with you. - ZIZAI Logo **[ZIZAI Recruitment](https://github.com/zaiwork/mcp)** - Interact with the next-generation intelligent recruitment platform for employees and employers, powered by [ZIZAI Recruitment](https://zizai.work). + ### 🌎 Community Servers A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains. From 57039bedf168f7043bf39f5912d875ac13223b4c Mon Sep 17 00:00:00 2001 From: olaservo Date: Wed, 26 Nov 2025 07:47:50 -0700 Subject: [PATCH 69/89] Add MCP docs server to Claude Code GitHub Action MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Add .mcp.json with mcp-docs HTTP server configuration - Update claude.yml to load MCP server config with --mcp-config - Change --system-prompt to --append-system-prompt to preserve defaults - Extend instructions to use mcp-docs for MCP-related work 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- .github/workflows/claude.yml | 3 ++- .mcp.json | 8 ++++++++ 2 files changed, 10 insertions(+), 1 deletion(-) create mode 100644 .mcp.json diff --git a/.github/workflows/claude.yml b/.github/workflows/claude.yml index 2b566cd2..dd8e98b5 100644 --- a/.github/workflows/claude.yml +++ b/.github/workflows/claude.yml @@ -44,5 +44,6 @@ jobs: assignee_trigger: "claude" claude_args: | + --mcp-config .mcp.json --allowedTools Bash - --system-prompt "If posting a comment to GitHub, give a concise summary of the comment at the top and put all the details in a
block." + --append-system-prompt "If posting a comment to GitHub, give a concise summary of the comment at the top and put all the details in a
block. When working on MCP-related code or reviewing MCP-related changes, use the mcp-docs MCP server to look up the latest protocol documentation. For schema details, reference https://github.com/modelcontextprotocol/modelcontextprotocol/tree/main/schema which contains versioned schemas in JSON (schema.json) and TypeScript (schema.ts) formats." diff --git a/.mcp.json b/.mcp.json new file mode 100644 index 00000000..5f68642a --- /dev/null +++ b/.mcp.json @@ -0,0 +1,8 @@ +{ + "mcpServers": { + "mcp-docs": { + "type": "http", + "url": "https://modelcontextprotocol.io/mcp" + } + } +} From 1abe62ef6da7e67cef245341dab20884c6d372aa Mon Sep 17 00:00:00 2001 From: Vatsa Shah Date: Wed, 26 Nov 2025 12:07:44 -0500 Subject: [PATCH 70/89] Add Uno Platform MCP (#3070) * Add Uno Platform MCP * Update logo and description --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5bd0d37f..37035119 100644 --- a/README.md +++ b/README.md @@ -524,6 +524,7 @@ Official integrations are maintained by companies building production ready MCP - Unblocked Logo **[Unblocked](https://docs.getunblocked.com/unblocked-mcp)** Help your AI-powered IDEs generate faster, more accurate code by giving them access to context from Slack, Confluence, Google Docs, JIRA, and more with [Unblocked](https://getunblocked.com). - UnifAI Logo **[UnifAI](https://github.com/unifai-network/unifai-mcp-server)** - Dynamically search and call tools using [UnifAI Network](https://unifai.network) - Unstructured Logo **[Unstructured](https://github.com/Unstructured-IO/UNS-MCP)** - Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io) +- Uno Platform Logo **[Uno Platform](https://platform.uno/)** - Connects agents and developers to [Uno Platform's](https://aka.platform.uno/mcp) knowledge base - docs, APIs, and best practices allowing for building cross-platform .NET applications. - Upstash Logo **[Upstash](https://github.com/upstash/mcp-server)** - Manage Redis databases and run Redis commands on [Upstash](https://upstash.com/) with natural language. - UUV Logo **[UUV](https://github.com/e2e-test-quest/uuv/tree/main/packages/mcp-server)** - Generate human readable end to end tests with [UUV](https://e2e-test-quest.github.io/uuv/). - Vaadin Logo **[Vaadin](https://github.com/marcushellberg/vaadin-documentation-services)** - Search Vaadin documentation, get the full documentation, and get version information. Designed for AI agents. From 9b91729fe4a3ce64795847ae0d9858bfec93944c Mon Sep 17 00:00:00 2001 From: Lex Vorona Date: Wed, 26 Nov 2025 10:36:07 -0800 Subject: [PATCH 71/89] Add Atono MCP Server to the list (#3069) * Add Atono MCP to the list * Shorten the description --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 37035119..9488e782 100644 --- a/README.md +++ b/README.md @@ -103,6 +103,7 @@ Official integrations are maintained by companies building production ready MCP - Atlan Logo **[Atlan](https://github.com/atlanhq/agent-toolkit/tree/main/modelcontextprotocol)** - The Atlan Model Context Protocol server allows you to interact with the [Atlan](https://www.atlan.com/) services through multiple tools. - Atlassian Logo **[Atlassian](https://www.atlassian.com/platform/remote-mcp-server)** - Securely interact with Jira work items and Confluence pages, and search across both. - AtomGit Logo **[AtomGit](https://atomgit.com/atomgit-open-source-ecosystem/atomgit-mcp-server)** - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more. +- Atono Logo **[Atono](https://docs.atono.io/docs/mcp-server-for-atono/)** - Modern product teams connect their AI assistant to Atono to create and update stories, bugs, assignments and fixes. - Audiense Logo **[Audiense Insights](https://github.com/AudienseCo/mcp-audiense-insights)** - Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis. - Auth0 Logo **[Auth0](https://github.com/auth0/auth0-mcp-server)** - MCP server for interacting with your Auth0 tenant, supporting creating and modifying actions, applications, forms, logs, resource servers, and more. - Authenticator App Logo **[Authenticator App · 2FA](https://github.com/firstorderai/authenticator_mcp)** - A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App. From 300012c68906ee6166900eda00d2d2365f61e7f4 Mon Sep 17 00:00:00 2001 From: mrumm <38737331+mrumm@users.noreply.github.com> Date: Thu, 27 Nov 2025 05:00:56 -0500 Subject: [PATCH 72/89] Add AI Endurance MCP server to README (#3042) * Add AI Endurance MCP server to README: AI-powered training platform for endurance athletes with 20 tools including workout management, activity analysis, performance predictions, and recovery tracking. Supports cycling, running, and triathlon. * Move AI Endurance to community servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9488e782..bc859bee 100644 --- a/README.md +++ b/README.md @@ -586,6 +586,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Agentic Framework](https://github.com/Piotr1215/mcp-agentic-framework)** - Multi-agent collaboration framework enabling AI agents to register, discover each other, exchange asynchronous messages via HTTP transport, and work together on complex tasks with persistent message history. - **[AgentMode](https://www.agentmode.app)** - Connect to dozens of databases, data warehouses, Github & more, from a single MCP server. Run the Docker image locally, in the cloud, or on-premise. - **[AI Agent Marketplace Index](https://github.com/AI-Agent-Hub/ai-agent-marketplace-index-mcp)** - MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents. +- **[AI Endurance](https://github.com/ai-endurance/mcp)** - AI-powered training platform for runners, cyclists, and triathletes with over 20 tools for workout management, activity analysis, performance predictions, and recovery tracking. - **[AI Tasks](https://github.com/jbrinkman/valkey-ai-tasks)** - Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports. - **[ai-Bible](https://github.com/AdbC99/ai-bible)** - Search the bible reliably and repeatably [ai-Bible Labs](https://ai-bible.com) - **[Airbnb](https://github.com/openbnb-org/mcp-server-airbnb)** - Provides tools to search Airbnb and get listing details. From d1d6a123c6d1480ed75298b5c2458168fddb1970 Mon Sep 17 00:00:00 2001 From: Carney Wu <9900088+cubicwork@users.noreply.github.com> Date: Thu, 27 Nov 2025 18:01:03 +0800 Subject: [PATCH 73/89] add useless toolkit mcp servers (#3071) * add useless toolkit mcp servers * change postion move from community group to official group * Move Toolkit from official group to community group Move Toolkit from official group to community group --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index bc859bee..550d4719 100644 --- a/README.md +++ b/README.md @@ -1397,6 +1397,7 @@ search, and comprehensive file analysis. - **[USA Spending MCP Server](https://github.com/thsmale/usaspending-mcp-server)** – This leverages the official source of government spending data [USASPENDING.gov](https://www.usaspending.gov/). Which enables one to track government spending over time, search government spending by agency, explore government spending to communities, and much more. - **[use_aws_mcp](https://github.com/runjivu/use_aws_mcp)** - amazon-q-cli's use_aws tool extracted into independent mcp, for general aws api usage. - **[User Feedback](https://github.com/mrexodia/user-feedback-mcp)** - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. +- **[Useless Toolkit](https://uselesstoolkit.com/apis/mcp-servers)** - MCP-ready server endpoints for utility APIs, including Password Generator, IP2Geo etc., are provided by UselessToolkit.com, allowing seamless integration with AI agents via secure RapidAPI connections. - **[USPTO](https://github.com/riemannzeta/patent_mcp_server)** - MCP server for accessing United States Patent & Trademark Office data through its Open Data Protocol (ODP) API. - **[Vectara](https://github.com/vectara/vectara-mcp)** - Query Vectara's trusted RAG-as-a-service platform. - **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer. From 8dbea85ccfe0b22b5304f41a0db2e4bbdd7d5526 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 1 Dec 2025 22:17:03 +0000 Subject: [PATCH 74/89] chore(deps): bump express in the npm_and_yarn group across 1 directory Bumps the npm_and_yarn group with 1 update in the / directory: [express](https://github.com/expressjs/express). Updates `express` from 4.21.2 to 4.22.0 - [Release notes](https://github.com/expressjs/express/releases) - [Changelog](https://github.com/expressjs/express/blob/4.22.0/History.md) - [Commits](https://github.com/expressjs/express/compare/4.21.2...4.22.0) --- updated-dependencies: - dependency-name: express dependency-version: 4.22.0 dependency-type: direct:production dependency-group: npm_and_yarn ... Signed-off-by: dependabot[bot] --- package-lock.json | 50 ++++++++++++++++++++++++------------- src/everything/package.json | 2 +- 2 files changed, 33 insertions(+), 19 deletions(-) diff --git a/package-lock.json b/package-lock.json index fa721941..2a8b9579 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1861,40 +1861,39 @@ } }, "node_modules/express": { - "version": "4.21.2", - "resolved": "https://registry.npmjs.org/express/-/express-4.21.2.tgz", - "integrity": "sha512-28HqgMZAmih1Czt9ny7qr6ek2qddF4FclbMzwhCREB6OFfH+rXAnuNCwo1/wFvrtbgsQDb4kSbX9de9lFbrXnA==", + "version": "4.22.0", + "resolved": "https://registry.npmjs.org/express/-/express-4.22.0.tgz", + "integrity": "sha512-c2iPh3xp5vvCLgaHK03+mWLFPhox7j1LwyxcZwFVApEv5i0X+IjPpbT50SJJwwLpdBVfp45AkK/v+AFgv/XlfQ==", "license": "MIT", - "peer": true, "dependencies": { "accepts": "~1.3.8", "array-flatten": "1.1.1", - "body-parser": "1.20.3", - "content-disposition": "0.5.4", + "body-parser": "~1.20.3", + "content-disposition": "~0.5.4", "content-type": "~1.0.4", - "cookie": "0.7.1", - "cookie-signature": "1.0.6", + "cookie": "~0.7.1", + "cookie-signature": "~1.0.6", "debug": "2.6.9", "depd": "2.0.0", "encodeurl": "~2.0.0", "escape-html": "~1.0.3", "etag": "~1.8.1", - "finalhandler": "1.3.1", - "fresh": "0.5.2", - "http-errors": "2.0.0", + "finalhandler": "~1.3.1", + "fresh": "~0.5.2", + "http-errors": "~2.0.0", "merge-descriptors": "1.0.3", "methods": "~1.1.2", - "on-finished": "2.4.1", + "on-finished": "~2.4.1", "parseurl": "~1.3.3", - "path-to-regexp": "0.1.12", + "path-to-regexp": "~0.1.12", "proxy-addr": "~2.0.7", - "qs": "6.13.0", + "qs": "~6.14.0", "range-parser": "~1.2.1", "safe-buffer": "5.2.1", - "send": "0.19.0", - "serve-static": "1.16.2", + "send": "~0.19.0", + "serve-static": "~1.16.2", "setprototypeof": "1.2.0", - "statuses": "2.0.1", + "statuses": "~2.0.1", "type-is": "~1.6.18", "utils-merge": "1.0.1", "vary": "~1.1.2" @@ -1922,6 +1921,21 @@ "express": "^4.11 || 5 || ^5.0.0-beta.1" } }, + "node_modules/express/node_modules/qs": { + "version": "6.14.0", + "resolved": "https://registry.npmjs.org/qs/-/qs-6.14.0.tgz", + "integrity": "sha512-YWWTjgABSKcvs/nWBi9PycY/JiPJqOD4JA6o9Sej2AtvSGarXxKC3OQSk4pAarbdQlKAh5D4FCQkJNkW+GAn3w==", + "license": "BSD-3-Clause", + "dependencies": { + "side-channel": "^1.1.0" + }, + "engines": { + "node": ">=0.6" + }, + "funding": { + "url": "https://github.com/sponsors/ljharb" + } + }, "node_modules/fast-deep-equal": { "version": "3.1.3", "resolved": "https://registry.npmjs.org/fast-deep-equal/-/fast-deep-equal-3.1.3.tgz", @@ -3859,7 +3873,7 @@ "dependencies": { "@modelcontextprotocol/sdk": "^1.23.0", "cors": "^2.8.5", - "express": "^4.21.1", + "express": "^4.22.0", "jszip": "^3.10.1", "zod": "^3.25.0", "zod-to-json-schema": "^3.23.5" diff --git a/src/everything/package.json b/src/everything/package.json index 909d55e5..65186143 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -29,7 +29,7 @@ "dependencies": { "@modelcontextprotocol/sdk": "^1.23.0", "cors": "^2.8.5", - "express": "^4.21.1", + "express": "^4.22.0", "jszip": "^3.10.1", "zod": "^3.25.0", "zod-to-json-schema": "^3.23.5" From 1c654a4e7d6fc6ac908f5f0e5ea08ec059f36c37 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 2 Dec 2025 17:40:23 +0000 Subject: [PATCH 75/89] chore(deps): bump @modelcontextprotocol/sdk Bumps the npm_and_yarn group with 1 update in the / directory: [@modelcontextprotocol/sdk](https://github.com/modelcontextprotocol/typescript-sdk). Updates `@modelcontextprotocol/sdk` from 1.23.0 to 1.24.0 - [Release notes](https://github.com/modelcontextprotocol/typescript-sdk/releases) - [Commits](https://github.com/modelcontextprotocol/typescript-sdk/compare/1.23.0...1.24.0) --- updated-dependencies: - dependency-name: "@modelcontextprotocol/sdk" dependency-version: 1.24.0 dependency-type: direct:production dependency-group: npm_and_yarn ... Signed-off-by: dependabot[bot] --- package-lock.json | 2069 ++++----------------------- src/everything/package.json | 6 +- src/filesystem/package.json | 2 +- src/memory/package.json | 2 +- src/sequentialthinking/package.json | 2 +- 5 files changed, 284 insertions(+), 1797 deletions(-) diff --git a/package-lock.json b/package-lock.json index 2a8b9579..c419eda6 100644 --- a/package-lock.json +++ b/package-lock.json @@ -43,10 +43,11 @@ } }, "node_modules/@babel/helper-validator-identifier": { - "version": "7.25.9", - "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.25.9.tgz", - "integrity": "sha512-Ed61U6XJc3CVRfkERJWDz4dJwKe7iLmmJsbOGu9wSloNSFttHV0I8g6UAgb7qnK5ly5bGLPd4oXZlxCdANBOWQ==", + "version": "7.28.5", + "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz", + "integrity": "sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==", "dev": true, + "license": "MIT", "engines": { "node": ">=6.9.0" } @@ -638,6 +639,43 @@ "@jridgewell/sourcemap-codec": "^1.4.14" } }, + "node_modules/@modelcontextprotocol/sdk": { + "version": "1.24.0", + "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.24.0.tgz", + "integrity": "sha512-D8h5KXY2vHFW8zTuxn2vuZGN0HGrQ5No6LkHwlEA9trVgNdPL3TF1dSqKA7Dny6BbBYKSW/rOBDXdC8KJAjUCg==", + "license": "MIT", + "dependencies": { + "ajv": "^8.17.1", + "ajv-formats": "^3.0.1", + "content-type": "^1.0.5", + "cors": "^2.8.5", + "cross-spawn": "^7.0.5", + "eventsource": "^3.0.2", + "eventsource-parser": "^3.0.0", + "express": "^5.0.1", + "express-rate-limit": "^7.5.0", + "jose": "^6.1.1", + "pkce-challenge": "^5.0.0", + "raw-body": "^3.0.0", + "zod": "^3.25 || ^4.0", + "zod-to-json-schema": "^3.25.0" + }, + "engines": { + "node": ">=18" + }, + "peerDependencies": { + "@cfworker/json-schema": "^4.1.1", + "zod": "^3.25 || ^4.0" + }, + "peerDependenciesMeta": { + "@cfworker/json-schema": { + "optional": true + }, + "zod": { + "optional": false + } + } + }, "node_modules/@modelcontextprotocol/server-everything": { "resolved": "src/everything", "link": true @@ -1015,15 +1053,15 @@ "license": "MIT" }, "node_modules/@types/express": { - "version": "5.0.0", - "resolved": "https://registry.npmjs.org/@types/express/-/express-5.0.0.tgz", - "integrity": "sha512-DvZriSMehGHL1ZNLzi6MidnsDhUZM/x2pRdDIKdwbUNqqwHxMlRdkxtn6/EPKyqKpHqTl/4nRZsRNLpZxZRpPQ==", + "version": "5.0.6", + "resolved": "https://registry.npmjs.org/@types/express/-/express-5.0.6.tgz", + "integrity": "sha512-sKYVuV7Sv9fbPIt/442koC7+IIwK5olP1KWeD88e/idgoJqDm3JV/YUiPwkoKK92ylff2MGxSz1CSjsXelx0YA==", "dev": true, + "license": "MIT", "dependencies": { "@types/body-parser": "*", "@types/express-serve-static-core": "^5.0.0", - "@types/qs": "*", - "@types/serve-static": "*" + "@types/serve-static": "^2" } }, "node_modules/@types/express-serve-static-core": { @@ -1039,10 +1077,11 @@ } }, "node_modules/@types/http-errors": { - "version": "2.0.4", - "resolved": "https://registry.npmjs.org/@types/http-errors/-/http-errors-2.0.4.tgz", - "integrity": "sha512-D0CFMMtydbJAegzOyHjtiKPLlvnm3iTZyZRSZoLq2mRhDdmLfIWOCYPfQJ4cu2erKghU++QvjcUjp/5h7hESpA==", - "dev": true + "version": "2.0.5", + "resolved": "https://registry.npmjs.org/@types/http-errors/-/http-errors-2.0.5.tgz", + "integrity": "sha512-r8Tayk8HJnX0FztbZN7oVqGccWgw98T/0neJphO91KkmOzug1KkofZURD4UaD5uH8AqcFLfdPErnBod0u71/qg==", + "dev": true, + "license": "MIT" }, "node_modules/@types/mime": { "version": "1.3.5", @@ -1090,14 +1129,14 @@ } }, "node_modules/@types/serve-static": { - 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"@modelcontextprotocol/sdk": "^1.23.0", + "@modelcontextprotocol/sdk": "^1.24.0", "cors": "^2.8.5", - "express": "^4.22.0", + "express": "^5.2.1", "jszip": "^3.10.1", "zod": "^3.25.0", "zod-to-json-schema": "^3.23.5" }, "devDependencies": { "@types/cors": "^2.8.19", - "@types/express": "^5.0.0", + "@types/express": "^5.0.6", "shx": "^0.3.4", "typescript": "^5.6.2" } diff --git a/src/filesystem/package.json b/src/filesystem/package.json index e7ed73d2..51760f6a 100644 --- a/src/filesystem/package.json +++ b/src/filesystem/package.json @@ -25,7 +25,7 @@ "test": "vitest run --coverage" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.23.0", + "@modelcontextprotocol/sdk": "^1.24.0", "diff": "^5.1.0", "glob": "^10.5.0", "minimatch": "^10.0.1", diff --git a/src/memory/package.json b/src/memory/package.json index 8e68daf1..0dd13da6 100644 --- a/src/memory/package.json +++ b/src/memory/package.json @@ -25,7 +25,7 @@ "test": "vitest run --coverage" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.23.0" + "@modelcontextprotocol/sdk": "^1.24.0" }, "devDependencies": { "@types/node": "^22", diff --git a/src/sequentialthinking/package.json b/src/sequentialthinking/package.json index dd2a8996..b67e49b7 100644 --- a/src/sequentialthinking/package.json +++ b/src/sequentialthinking/package.json @@ -25,7 +25,7 @@ "test": "vitest run --coverage" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.23.0", + "@modelcontextprotocol/sdk": "^1.24.0", "chalk": "^5.3.0", "yargs": "^17.7.2" }, From bdb8b451d154944858e5b17f8ad31feceb65d39a Mon Sep 17 00:00:00 2001 From: cliffhall Date: Tue, 2 Dec 2025 19:43:01 -0500 Subject: [PATCH 76/89] Update Everything server's elicitation request * In everything.ts - In elcitiation request, - Update all fields to have a title property - Add all 5 enum types supported by the SDK - legacy titled single select - titled single select - titled multi select - untitled single select - untitled multi select - Use faux ids (e.g., hero-1, hero-2) for enum value when titled to illustrate the difference. --- src/everything/everything.ts | 81 +++++++++++++++++++++++++++--------- 1 file changed, 62 insertions(+), 19 deletions(-) diff --git a/src/everything/everything.ts b/src/everything/everything.ts index fece43df..269282b2 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -734,23 +734,23 @@ export const createServer = () => { type: 'object', properties: { name: { - title: 'Full Name', + title: 'String', type: 'string', description: 'Your full, legal name', }, check: { - title: 'Agree to terms', + title: 'Boolean', type: 'boolean', - description: 'A boolean check', + description: 'Agree to the terms and conditions', }, - color: { - title: 'Favorite Color', + firstLine: { + title: 'String with default', type: 'string', - description: 'Favorite color (open text)', - default: 'blue', + description: 'Favorite first line of a story', + default: 'It was a dark ant stormy night.', }, email: { - title: 'Email Address', + title: 'String with email format', type: 'string', format: 'email', description: 'Your email address (will be verified, and never shared with anyone else)', @@ -758,16 +758,17 @@ export const createServer = () => { homepage: { type: 'string', format: 'uri', - description: 'Homepage / personal site', + title: 'String with uri format', + description: 'Portfolio / personal website', }, birthdate: { - title: 'Birthdate', + title: 'String with date format', type: 'string', format: 'date', - description: 'Your date of birth (will never be shared with anyone else)', + description: 'Your date of birth', }, integer: { - title: 'Favorite Integer', + title: 'Integer', type: 'integer', description: 'Your favorite integer (do not give us your phone number, pin, or other sensitive info)', minimum: 1, @@ -775,21 +776,63 @@ export const createServer = () => { default: 42, }, number: { - title: 'Favorite Number', + title: 'Number in range 1-100', type: 'number', description: 'Favorite number (there are no wrong answers)', minimum: 0, maximum: 1000, default: 3.14, }, - petType: { - title: 'Pet type', + untitledSingleSelectEnum: { type: 'string', - enum: ['cats', 'dogs', 'birds', 'fish', 'reptiles'], - enumNames: ['Cats', 'Dogs', 'Birds', 'Fish', 'Reptiles'], - default: 'dogs', - description: 'Your favorite pet type', + title: 'Untitled Single Select Enum', + description: 'Choose your favorite friend', + enum: ['Monica', 'Rachel', 'Joey', 'Chandler', 'Ross', 'Phoebe'], + default: 'Monica' }, + untitledMultipleSelectEnum: { + type: 'array', + title: 'Untitled Multiple Select Enum', + description: 'Choose your favorite instruments', + minItems: 1, + maxItems: 3, + items: { type: 'string', enum: ['Guitar', 'Piano', 'Violin', 'Drums', 'Bass'] }, + default: ['Guitar'] + }, + titledSingleSelectEnum: { + type: 'string', + title: 'Titled Single Select Enum', + description: 'Choose your favorite hero', + oneOf: [ + { const: 'hero-1', title: 'Superman' }, + { const: 'hero-2', title: 'Green Lantern' }, + { const: 'hero-3', title: 'Wonder Woman' } + ], + default: 'hero-1' + }, + titledMultipleSelectEnum: { + type: 'array', + title: 'Titled Multiple Select Enum', + description: 'Choose your favorite types of fish', + minItems: 1, + maxItems: 3, + items: { + anyOf: [ + { const: 'fish-1', title: 'Tuna' }, + { const: 'fish-2', title: 'Salmon' }, + { const: 'fish-3', title: 'Trout' } + ] + }, + default: ['fish-1'] + }, + legacyTitledEnum: { + type: 'string', + title: 'Legacy Titled Single Select Enum', + description: 'Choose your favorite type of pet', + enum: ['pet-1', 'pet-2', 'pet-3', 'pet-4', 'pet-5'], + enumNames: ['Cats', 'Dogs', 'Birds', 'Fish', 'Reptiles'], + default: 'pet-1', + } }, required: ['name'], }, From a5456376bef234b0a85a00504667949e1ec84d16 Mon Sep 17 00:00:00 2001 From: Alex Akimov Date: Sat, 6 Dec 2025 15:27:36 +0100 Subject: [PATCH 77/89] Remove vscode-related settings --- .vscode/settings.json | 1 - 1 file changed, 1 deletion(-) delete mode 100644 .vscode/settings.json diff --git a/.vscode/settings.json b/.vscode/settings.json deleted file mode 100644 index 9e26dfee..00000000 --- a/.vscode/settings.json +++ /dev/null @@ -1 +0,0 @@ -{} \ No newline at end of file From a425e0e0901010c010b9993059314b9d714a982a Mon Sep 17 00:00:00 2001 From: Alex Akimov Date: Sat, 6 Dec 2025 15:29:46 +0100 Subject: [PATCH 78/89] Ignore the .vscode folder --- .gitignore | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index c3e66b78..7c924cfb 100644 --- a/.gitignore +++ b/.gitignore @@ -122,8 +122,9 @@ dist # Stores VSCode versions used for testing VSCode extensions .vscode-test -# Jetbrains IDEs +# IDEs .idea/ +.vscode/ # yarn v2 .yarn/cache From decb360cb7f36a4805c2d59abc0edd32247f2cb8 Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Sun, 7 Dec 2025 16:15:55 -0700 Subject: [PATCH 79/89] fix: add missing allowed tools for Claude workflow (#3090) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Add mcp__mcp-docs and WebFetch to allowedTools so Claude can use the MCP docs server and fetch schema content from GitHub URLs. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-authored-by: Claude Co-authored-by: Cliff Hall --- .github/workflows/claude.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/claude.yml b/.github/workflows/claude.yml index dd8e98b5..2726c267 100644 --- a/.github/workflows/claude.yml +++ b/.github/workflows/claude.yml @@ -45,5 +45,5 @@ jobs: claude_args: | --mcp-config .mcp.json - --allowedTools Bash + --allowedTools "Bash,mcp__mcp-docs,WebFetch" --append-system-prompt "If posting a comment to GitHub, give a concise summary of the comment at the top and put all the details in a
block. When working on MCP-related code or reviewing MCP-related changes, use the mcp-docs MCP server to look up the latest protocol documentation. For schema details, reference https://github.com/modelcontextprotocol/modelcontextprotocol/tree/main/schema which contains versioned schemas in JSON (schema.json) and TypeScript (schema.ts) formats." From 1b5f64e7e4620a9695af4a9d5d2e4506c4e39738 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jo=C3=A3o=20M=2E=20Martins?= Date: Wed, 10 Dec 2025 10:11:46 +1100 Subject: [PATCH 80/89] Fix test_git_diff to use dynamic branch name --- src/git/tests/test_server.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/git/tests/test_server.py b/src/git/tests/test_server.py index a7b4f886..c852d1f7 100644 --- a/src/git/tests/test_server.py +++ b/src/git/tests/test_server.py @@ -143,13 +143,15 @@ def test_git_diff_staged_empty(test_repository): assert result == "" def test_git_diff(test_repository): + # Get the default branch name (could be "main" or "master") + default_branch = test_repository.active_branch.name test_repository.git.checkout("-b", "feature-diff") file_path = Path(test_repository.working_dir) / "test.txt" file_path.write_text("feature changes") test_repository.index.add(["test.txt"]) test_repository.index.commit("feature commit") - result = git_diff(test_repository, "master") + result = git_diff(test_repository, default_branch) assert "test.txt" in result assert "feature changes" in result From e6933ca98bea8120f44c144834cf32164c0ff62e Mon Sep 17 00:00:00 2001 From: Stefan Dirkse Date: Thu, 11 Dec 2025 14:48:04 +0100 Subject: [PATCH 81/89] Fix: Changed structuredContent output to match outputSchema (#3099) --- src/filesystem/index.ts | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/filesystem/index.ts b/src/filesystem/index.ts index 79a7b2fe..48a599fa 100644 --- a/src/filesystem/index.ts +++ b/src/filesystem/index.ts @@ -500,7 +500,7 @@ server.registerTool( const contentBlock = { type: "text" as const, text }; return { content: [contentBlock], - structuredContent: { content: [contentBlock] } + structuredContent: { content: text } }; } ); @@ -570,7 +570,7 @@ server.registerTool( const contentBlock = { type: "text" as const, text }; return { content: [contentBlock], - structuredContent: { content: [contentBlock] } + structuredContent: { content: text } }; } ); @@ -599,7 +599,7 @@ server.registerTool( const contentBlock = { type: "text" as const, text }; return { content: [contentBlock], - structuredContent: { content: [contentBlock] } + structuredContent: { content: text } }; } ); From 968acc2ec93e9fb7264aede2171394a4715605f1 Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Thu, 11 Dec 2025 06:50:27 -0700 Subject: [PATCH 82/89] fix(filesystem): return string in structuredContent to match outputSchema (#3113) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * fix(filesystem): return string in structuredContent to match outputSchema The directory_tree, move_file, and list_directory_with_sizes tools were returning an array in structuredContent.content, but outputSchema declares content as z.string(). This caused MCP error -32602 validation failures. Changed structuredContent from { content: [contentBlock] } to { content: text } to match the declared outputSchema and be consistent with other filesystem tools like list_directory and search_files. Fixes #3110, #3106, #3093 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 * test(filesystem): add integration tests for structuredContent schema compliance Adds tests to verify that directory_tree, list_directory_with_sizes, and move_file tools return structuredContent.content as a string (matching outputSchema) rather than an array. These tests prevent regression of issues #3110, #3106, #3093. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 --------- Co-authored-by: Claude Opus 4.5 Co-authored-by: adam jones --- .../__tests__/structured-content.test.ts | 158 ++++++++++++++++++ 1 file changed, 158 insertions(+) create mode 100644 src/filesystem/__tests__/structured-content.test.ts diff --git a/src/filesystem/__tests__/structured-content.test.ts b/src/filesystem/__tests__/structured-content.test.ts new file mode 100644 index 00000000..4b8f92b0 --- /dev/null +++ b/src/filesystem/__tests__/structured-content.test.ts @@ -0,0 +1,158 @@ +import { describe, it, expect, beforeEach, afterEach } from 'vitest'; +import * as fs from 'fs/promises'; +import * as path from 'path'; +import * as os from 'os'; +import { Client } from '@modelcontextprotocol/sdk/client/index.js'; +import { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js'; +import { spawn } from 'child_process'; + +/** + * Integration tests to verify that tool handlers return structuredContent + * that matches the declared outputSchema. + * + * These tests address issues #3110, #3106, #3093 where tools were returning + * structuredContent: { content: [contentBlock] } (array) instead of + * structuredContent: { content: string } as declared in outputSchema. + */ +describe('structuredContent schema compliance', () => { + let client: Client; + let transport: StdioClientTransport; + let testDir: string; + + beforeEach(async () => { + // Create a temp directory for testing + testDir = await fs.mkdtemp(path.join(os.tmpdir(), 'mcp-fs-test-')); + + // Create test files + await fs.writeFile(path.join(testDir, 'test.txt'), 'test content'); + await fs.mkdir(path.join(testDir, 'subdir')); + await fs.writeFile(path.join(testDir, 'subdir', 'nested.txt'), 'nested content'); + + // Start the MCP server + const serverPath = path.resolve(__dirname, '../dist/index.js'); + transport = new StdioClientTransport({ + command: 'node', + args: [serverPath, testDir], + }); + + client = new Client({ + name: 'test-client', + version: '1.0.0', + }, { + capabilities: {} + }); + + await client.connect(transport); + }); + + afterEach(async () => { + await client?.close(); + await fs.rm(testDir, { recursive: true, force: true }); + }); + + describe('directory_tree', () => { + it('should return structuredContent.content as a string, not an array', async () => { + const result = await client.callTool({ + name: 'directory_tree', + arguments: { path: testDir } + }); + + // The result should have structuredContent + expect(result.structuredContent).toBeDefined(); + + // structuredContent.content should be a string (matching outputSchema: { content: z.string() }) + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + + // It should NOT be an array + expect(Array.isArray(structuredContent.content)).toBe(false); + + // The content should be valid JSON representing the tree + const treeData = JSON.parse(structuredContent.content as string); + expect(Array.isArray(treeData)).toBe(true); + }); + }); + + describe('list_directory_with_sizes', () => { + it('should return structuredContent.content as a string, not an array', async () => { + const result = await client.callTool({ + name: 'list_directory_with_sizes', + arguments: { path: testDir } + }); + + // The result should have structuredContent + expect(result.structuredContent).toBeDefined(); + + // structuredContent.content should be a string (matching outputSchema: { content: z.string() }) + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + + // It should NOT be an array + expect(Array.isArray(structuredContent.content)).toBe(false); + + // The content should contain directory listing info + expect(structuredContent.content).toContain('[FILE]'); + }); + }); + + describe('move_file', () => { + it('should return structuredContent.content as a string, not an array', async () => { + const sourcePath = path.join(testDir, 'test.txt'); + const destPath = path.join(testDir, 'moved.txt'); + + const result = await client.callTool({ + name: 'move_file', + arguments: { + source: sourcePath, + destination: destPath + } + }); + + // The result should have structuredContent + expect(result.structuredContent).toBeDefined(); + + // structuredContent.content should be a string (matching outputSchema: { content: z.string() }) + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + + // It should NOT be an array + expect(Array.isArray(structuredContent.content)).toBe(false); + + // The content should contain success message + expect(structuredContent.content).toContain('Successfully moved'); + }); + }); + + describe('list_directory (control - already working)', () => { + it('should return structuredContent.content as a string', async () => { + const result = await client.callTool({ + name: 'list_directory', + arguments: { path: testDir } + }); + + expect(result.structuredContent).toBeDefined(); + + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + expect(Array.isArray(structuredContent.content)).toBe(false); + }); + }); + + describe('search_files (control - already working)', () => { + it('should return structuredContent.content as a string', async () => { + const result = await client.callTool({ + name: 'search_files', + arguments: { + path: testDir, + pattern: '*.txt' + } + }); + + expect(result.structuredContent).toBeDefined(); + + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + expect(Array.isArray(structuredContent.content)).toBe(false); + }); + }); +}); From bd48cee3f40bd82b971fc89164848f529b5cec28 Mon Sep 17 00:00:00 2001 From: Andrii Kravets <2829799+andrii-kravets-x@users.noreply.github.com> Date: Thu, 11 Dec 2025 14:56:25 +0100 Subject: [PATCH 83/89] Remove Openfort project from README (#3098) Removed Openfort entry from the list of projects. --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 550d4719..d92b80f6 100644 --- a/README.md +++ b/README.md @@ -382,7 +382,6 @@ Official integrations are maintained by companies building production ready MCP - **[OMOP MCP](https://github.com/OHNLP/omop_mcp)** - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization. - ONLYOFFICE DocSpace **[ONLYOFFICE DocSpace](https://github.com/ONLYOFFICE/docspace-mcp)** - Interact with [ONLYOFFICE DocSpace](https://www.onlyoffice.com/docspace.aspx) API to create rooms, manage files and folders. - OP.GG Logo **[OP.GG](https://github.com/opgginc/opgg-mcp)** - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics. -- Openfort **[Openfort](https://github.com/openfort-xyz/mcp)** - Connect your AI to Openfort's smart wallet, auth, and project infrastructure. - OpenMetadata **[OpenMetadata](https://open-metadata.org/mcp)** - The first Enterprise-grade MCP server for metadata - OpenSearch Logo **[OpenSearch](https://github.com/opensearch-project/opensearch-mcp-server-py)** - MCP server that enables AI agents to perform search and analytics use cases on data stored in [OpenSearch](https://opensearch.org/). - OpsLevel **[OpsLevel](https://github.com/opslevel/opslevel-mcp)** - Official MCP Server for [OpsLevel](https://www.opslevel.com). From 215730f1b0110ff32655abb2537a1f942b7cf86d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Josip=20Antoli=C5=A1?= Date: Thu, 11 Dec 2025 14:57:26 +0100 Subject: [PATCH 84/89] Fix Infobip MCP server link (#3103) --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index d92b80f6..e4a9385e 100644 --- a/README.md +++ b/README.md @@ -274,7 +274,7 @@ Official integrations are maintained by companies building production ready MCP - Improve Digital Icon **[Improve Digital Publisher MCP](https://github.com/azerion/improvedigital-publisher-mcp-server)** - An MCP server that enables publishers to integrate [Improve Digital’s](https://improvedigital.com/) inventory management system with their AI tools or agents. - Inbox Zero Logo **[Inbox Zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server)** - AI personal assistant for email [Inbox Zero](https://www.getinboxzero.com) - Inflectra Logo **[Inflectra Spira](https://github.com/Inflectra/mcp-server-spira)** - Connect to your instance of the SpiraTest, SpiraTeam or SpiraPlan application lifecycle management platform by [Inflectra](https://www.inflectra.com) -- Infobip Logo **[Infobip](https://github.com/Inflectra/mcp-server-spira)** - MCP server for integrating [Infobip](https://www.infobip.com/) global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment. +- Infobip Logo **[Infobip](https://github.com/infobip/mcp)** - MCP server for integrating [Infobip](https://www.infobip.com/) global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment. - Inkeep Logo **[Inkeep](https://github.com/inkeep/mcp-server-python)** - RAG Search over your content powered by [Inkeep](https://inkeep.com) - Integration App Icon **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. - IP2Location.io Icon **[IP2Location.io](https://github.com/ip2location/mcp-ip2location-io)** - Interact with IP2Location.io API to retrieve the geolocation information for an IP address. @@ -1653,4 +1653,3 @@ If you find MCP servers useful, please consider starring the repository and cont --- Managed by Anthropic, but built together with the community. The Model Context Protocol is open source and we encourage everyone to contribute their own servers and improvements! - From 0040740b0db09246dc22b0cd54931f6b1d529110 Mon Sep 17 00:00:00 2001 From: DOSSEH Shalom <114688102+AnalyticAce@users.noreply.github.com> Date: Thu, 11 Dec 2025 14:58:04 +0100 Subject: [PATCH 85/89] Fix link for Binance MCP server in README (#3104) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e4a9385e..5ea82d7b 100644 --- a/README.md +++ b/README.md @@ -647,7 +647,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities - **[Bilibili](https://github.com/wangshunnn/bilibili-mcp-server)** - This MCP server provides tools to fetch Bilibili user profiles, video metadata, search videos, and more. - **[Binance](https://github.com/ethancod1ng/binance-mcp-server)** - Cryptocurrency trading and market data access through Binance API integration. -- **[Binance](https://github.com/AnalyticAce/BinanceMCPServer)** (by dosseh shalom) - Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents. +- **[Binance](https://github.com/AnalyticAce/binance-mcp-server)** (by dosseh shalom) - Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents. - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[BioMCP](https://github.com/genomoncology/biomcp)** (by imaurer) - Biomedical research assistant server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info. - **[bioRxiv](https://github.com/JackKuo666/bioRxiv-MCP-Server)** - 🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP interface. From 7a9546e98c1881fb09990f327c0f6250b1494eb6 Mon Sep 17 00:00:00 2001 From: AWOrpington Date: Thu, 11 Dec 2025 06:59:32 -0700 Subject: [PATCH 86/89] Fix svg location for Conductor entry in README (#3114) The public hosting for the Orkes logo changed, necessitating this update. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5ea82d7b..49ce1a67 100644 --- a/README.md +++ b/README.md @@ -167,7 +167,7 @@ Official integrations are maintained by companies building production ready MCP - Comet Logo **[Comet Opik](https://github.com/comet-ml/opik-mcp)** - Query and analyze your [Opik](https://github.com/comet-ml/opik) logs, traces, prompts and all other telemetry data from your LLMs in natural language. - Commerce Layer Logo **[Commerce Layer](https://github.com/commercelayer/mcp-server-metrics)** - Interact with Commerce Layer Metrics API. - Composio Logo **[Composio](https://docs.composio.dev/docs/mcp-overview#-getting-started)** – Use [Composio](https://composio.dev) to connect 100+ tools. Zero setup. Auth built-in. Made for agents, works for humans. -- OSS Conductor Logo Orkes Conductor Logo**[Conductor](https://github.com/conductor-oss/conductor-mcp)** - Interact with Conductor (OSS and Orkes) REST APIs. +- OSS Conductor Logo Orkes Conductor Logo**[Conductor](https://github.com/conductor-oss/conductor-mcp)** - Interact with Conductor (OSS and Orkes) REST APIs. - ConfigCat Logo **[ConfigCat](https://github.com/configcat/mcp-server)** - Enables AI tools to interact with [ConfigCat](https://configcat.com), a feature flag service for teams. Supports managing ConfigCat feature flags, configs, environments, products and organizations. Helps to integrate ConfigCat SDK, implement feature flags and remove zombie (stale) flags. - Confluent Logo **[Confluent](https://github.com/confluentinc/mcp-confluent)** - Interact with Confluent Kafka and Confluent Cloud REST APIs. - Construe Logo **[Construe](https://github.com/mattjoyce/mcp-construe)** - FastMCP server for intelligent Obsidian vault context management with frontmatter filtering, automatic chunking, and secure bidirectional knowledge operations. From f909dfab90fcdc8f3ba11ed81e6503a3a1f4f4c4 Mon Sep 17 00:00:00 2001 From: Jeroen Overschie Date: Thu, 11 Dec 2025 15:01:03 +0100 Subject: [PATCH 87/89] Update Prisma link in README.md (#3116) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 49ce1a67..e73ce0b4 100644 --- a/README.md +++ b/README.md @@ -424,7 +424,7 @@ Official integrations are maintained by companies building production ready MCP - Powerdrill Logo **[Powerdrill](https://github.com/powerdrillai/powerdrill-mcp)** - An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights. - pre.dev Logo **[pre.dev Architect](https://docs.pre.dev/mcp-server)** - 10x your coding agent by keeping it on track with pre.dev. - PrestaShop Logo **[PrestaShop.com](https://docs.mcp.prestashop.com/)** - Manage your PrestaShop store with AI Assistant by using the official PrestaShop MCP server. -- Prisma Logo **[Prisma](https://www.prisma.io/docs/postgres/mcp-server)** - Create and manage Prisma Postgres databases +- Prisma Logo **[Prisma](https://www.prisma.io/docs/postgres/integrations/mcp-server)** - Create and manage Prisma Postgres databases - Probe.dev Logo **[Probe.dev](https://docs.probe.dev/guides/mcp-integration)** - Comprehensive media analysis and validation powered by [Probe.dev](https://probe.dev). Hosted MCP server with FFprobe, MediaInfo, and Probe Report analysis capabilities. - Prode.ai Logo **[ProdE](https://github.com/CuriousBox-AI/ProdE-mcp)** - Your 24/7 production engineer that preserves context across multiple codebases. - Program Integrity Alliance (PIA) Logo **[Program Integrity Alliance (PIA)](https://github.com/Program-Integrity-Alliance/pia-mcp-local)** - Local and Hosted MCP servers providing AI-friendly access to U.S. Government Open Datasets. Also available on [Docker MCP Catalog](https://hub.docker.com/mcp/explore?search=PIA). See [our website](https://programintegrity.org) for more details. From 40435bd7b2537ededc02886578a9dbf1c387c955 Mon Sep 17 00:00:00 2001 From: Cliff Hall Date: Thu, 11 Dec 2025 17:51:15 -0500 Subject: [PATCH 88/89] Update src/everything/everything.ts Co-authored-by: Ola Hungerford --- src/everything/everything.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/everything/everything.ts b/src/everything/everything.ts index 269282b2..2388555f 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -747,7 +747,7 @@ export const createServer = () => { title: 'String with default', type: 'string', description: 'Favorite first line of a story', - default: 'It was a dark ant stormy night.', + default: 'It was a dark and stormy night.', }, email: { title: 'String with email format', From d3e171508848f86560f932431c804ee6089dfa99 Mon Sep 17 00:00:00 2001 From: Cliff Hall Date: Thu, 11 Dec 2025 17:51:35 -0500 Subject: [PATCH 89/89] Update src/everything/everything.ts Co-authored-by: Ola Hungerford --- src/everything/everything.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/everything/everything.ts b/src/everything/everything.ts index 2388555f..861437d2 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -776,7 +776,7 @@ export const createServer = () => { default: 42, }, number: { - title: 'Number in range 1-100', + title: 'Number in range 1-1000', type: 'number', description: 'Favorite number (there are no wrong answers)', minimum: 0,