发现优秀的 MCP 服务器

drawio-desktop-mcp

Enables AI agents to create and edit diagrams in the draw.io desktop app through the Model Context Protocol.

Bluetooth Specifications MCP Server

Enables natural language search over Bluetooth specification PDFs with hybrid search (BM25 + semantic embeddings), returning precise answers with citations.

eip-mcp

Gives AI assistants access to the Exploit Intelligence Platform for vulnerability and exploit intelligence. Supports searching CVEs, exploits, and generating pentest findings.

MCP Gmail Server

Enables users to read unread emails and create drafts in Gmail via the Model Context Protocol. It leverages Google OAuth 2.0 for secure authentication and integrates with tools like Claude Desktop for natural language email management.

knownfix

Provides verified fixes for real developer errors to AI agents via MCP, with free sample fixes and paid per-lookup transactions on Base mainnet. Enables searching fixes, browsing the catalog, retrieving offers and fixes, and submitting new fixes.

PDF.co MCP Server

Provides PDF.co API functionality through the Model Context Protocol, enabling AI assistants to perform various PDF processing tasks like conversion, editing, searching, and security operations.

Investors MCP Server

Enables semantic search and ingestion of investor content using Upstash Vector and Vercel Blob storage, with optional filtering by author, company, and date.

Python Apple MCP

一个 Python 服务器，通过 AppleScript 实现与 macOS 原生应用程序（通讯录、备忘录、邮件、信息、提醒事项、日历和地图）的交互，并具有异步操作和类型安全接口的特性。

ddq

Enables AI coding agents to retrieve QA cases from a curated knowledge base grounded in real bugs, supporting symptom search and feature-wide coverage for test planning.

StudentManagementMCP_Server

MCP server for student management with CRUD operations, supporting user authentication and student record management.

MCP Multi-Context Hook Generator

Automatically generates typed React hooks for Next.js projects by crawling API routes, GraphQL queries, and components. Analyzes pages to suggest optimal render modes (SSR/CSR/ISR) and produces comprehensive documentation with AI-powered guidance.

azure-devops-mcp-remote

Enables AI assistants to interact with Azure DevOps projects through natural language, supporting work items, repositories, pipelines, wikis, and more, with remote HTTP/SSE transport and OBO authentication.

SiYuan MCP Server

An MCP server for SiYuan Note that enables comprehensive management of notebooks, documents, and blocks through AI integration. It supports advanced operations like SQL querying, OCR, multi-format exports, and automated content searching for intelligent knowledge management.

hunaras-mcp

MCP server for Hunaras, an AI-native recruiting platform that enables candidates and employers to manage jobs, applications, assessments, and talent sourcing through natural language.

credential-free

Scans code for exposed secrets, API keys, tokens, and credentials across 69 patterns covering cloud services, AI platforms, payment providers, authentication services, and databases.

Frontend Test Generation & Code Review MCP Server

Enables AI-powered frontend code review and unit test generation for Phabricator diffs, supporting React/TypeScript analysis, multi-dimensional code review (performance, security, accessibility, i18n), and intelligent test case generation with Vitest/Jest support.

thomas-klaushofer-mcp

MCP server that provides Thomas Klaushofer's professional profile including career history, skills, projects, and achievements, allowing AI assistants to answer questions about his background.

Bohrium MCP Server

Enables searching academic papers and patents, parsing PDFs, and managing knowledge bases via Bohrium Open Platform through any MCP-compatible AI agent.

Iconify-Icon

Provide access to Iconify's MCP server with over 200,000 open-source vector ICONS, supporting icon set browsing, searching, and obtaining multi-framework usage examples.

@kanopi/callrail-mcp

A Model Context Protocol (MCP) server for the CallRail API v3 that exposes call tracking, text messaging, form submissions, and more as MCP tools for reading and writing to your CallRail account.

bruno-mcp

MCP server that executes requests from Bruno API collections via the Bruno CLI tool, enabling API request execution and collection management.

New Relic MCP Server

Connects AI assistants to New Relic with read-only access to NRQL, logs, metrics, traces, alerts, and more. Offers optional, gated write operations with a dry-run and confirmation workflow.

ambient-mcp

An MCP server that wraps the Ambient Weather REST API. Query your personal weather stations conversationally from Claude Code, Claude.ai, or any MCP-compatible client.

MCP-ShellJS

一个安全的 MCP 服务器，为 LLM 提供受控的 ShellJS 访问，使 AI 系统能够在可配置的安全沙箱内安全地执行 shell 命令并与文件系统交互。

VideoDB MCP Server

Connects Claude and other MCP clients to VideoDB, enabling video upload, indexing, semantic search, clipping, and streaming directly from a conversation. OAuth-secured and deployable to Vercel with zero infrastructure.

Garmin Read-Only MCP

A read-only MCP server that synchronizes Garmin Connect summaries into a local SQLite cache and provides tools to query daily activity, recent activities, and recovery data.

OpenAPI to MCP Server Converter

一个自动将 OpenAPI 规范转换为模型上下文协议 (MCP) 服务器的工具

ardour-mcp

连接 Ardour 9 DAW 的 MCP 服务器

Situação da CNH

Enables consultation of Brazilian driver's license (CNH) status using a CPF. Read-only, hosted MCP server accessible via HTTP.

rokadoc MCP Server

Provides a Model Context Protocol interface to NTT Docomo's rokadoc RAG service, enabling document conversion and semantic search from MCP-compatible clients.