发现优秀的 MCP 服务器

rag-nfl-analyst

MCP server for NFL fantasy football retrieval, providing access to NFL stats and Sleeper league data through retrieval-oriented tools.

LangChain MCP Demo

Enables grounding AI responses in a local document corpus by exposing MCP tools to list, search, and summarize documents, and generating answers using OpenAI.

homelab-ai

Self-hosted AI orchestrator that monitors and manages homelab services, exposing them as MCP tools for LLMs to drive.

zephyr-mcp

Enables reading test cases and test steps from Zephyr Scale using the Zephyr Scale API.

OneKGPd

Access to 1000 Genomes Project dataset, hosted online in Dnaerys variant store

Wellness Air

Local-first air-quality MCP for AI agents: AirGradient, AirThings, PurpleAir, IQAir and Awair.

NutriBalance

Calculate TDEE & macro targets, look up food nutrition data, generate meal plans, fix nutrient deficiencies, and score a day's eating from 0–100. Free nutrition tools for AI assistants.

bitbucket-mcp-server

Provides read-only access to Bitbucket Server repositories, pull requests, branches, and more.

Yuque MCP Server

Enables interaction with Yuque (语雀) knowledge base platform through their API. Supports document management, search, and repository operations including creating, reading, updating, and deleting documents in multiple formats.

modou-tools-mcp

An MCP server for global tech intelligence gathering, offering tools for searching Chinese and English web content, GitHub trending, arXiv papers, HN, Exa, SEC filings, Juejin, Zhihu, Bilibili, and A-share financial reports, all without API keys and with direct China access.

safe-audit-fix

MCP server that safely fixes npm audit vulnerabilities by planning, applying fixes one at a time, running tests after each, and auto-reverting failures to prevent breaking changes.

DevNotes MCP

A notes server that demonstrates advanced MCP features like sampling, elicitation, roots, pagination, and OAuth 2.1, enabling users to manage in-memory notes via natural language through a client.

rag-browser

一个为人类和 AI 设计的浏览器自动化工具 - 使用 Playwright 构建，针对 Bun 运行时优化，支持 CLI 和 MCP 服务器模式，用于网页分析和自动化。

Vega-Lite MCP Server

Provides AI assistants with access to Vega-Lite documentation, visualization examples, and specification validation tools. Enables searching docs, retrieving examples by category, validating JSON specs, and accessing schema information for creating data visualizations.

Postgres MCP Server

Enables interaction with PostgreSQL databases through MCP, allowing users to explore database structures, inspect table schemas, and execute read-only SQL queries.

mcp-hal-fr

Enables searching and retrieving documents from the French national open research archive HAL, including author and research structure lookups.

MCP Headless Gmail Server

一个无头服务器，可以通过 API 调用读取和发送 Gmail 电子邮件，无需本地凭据或浏览器访问，专为在容器化环境中远程运行而设计。

PhpCodeArcheology

PHP static analysis MCP server with 11 tools for querying 60+ code quality metrics, detecting problems (God Class, dependency cycles, SOLID violations), analyzing dependencies, identifying refactoring priorities, and mapping test coverage — all from live analysis data.

OneNote MCP Server

A Model Context Protocol server that enables AI language models like Claude to securely interact with Microsoft OneNote data, allowing for reading, writing, searching, and comprehensive editing of notebooks, sections, and pages directly through an AI interface.

Gemini CLI MCP/OpenAI Bridge

Exposes Gemini CLI's built-in tools and external MCP proxies through a unified MCP endpoint while providing an OpenAI-compatible API for Gemini models. It features configurable security modes to safely manage file system operations, web searches, and shell command execution.

TMDB MCP Server

通过模型上下文协议接口，使 AI 助手能够从电影数据库 (TMDB) API 搜索和检索电影信息。

easy-mcp

用 Typescript 实现极其简单的模型上下文协议服务器

Polyprompt

An MCP server that translates your coding prompts from your native language into a target language, enabling you to learn a new language through immersion and spaced repetition while building software.

42 MCP Server

Exposes 42's intranet API via the Model Context Protocol, enabling LLM agents to access user information, projects, and campus data.

McpMux

McpMux is a desktop app that runs a local MCP gateway. You configure servers once — every AI client connects through a single URL.

asi-mcp

AI-powered Attack Surface Intelligence server that exposes industry-standard penetration testing tools via MCP, enabling AI agents to perform comprehensive security assessments.

SongPilot MCP Server

Enables AI assistants like Claude to interact with SongPilot workspace for creating artwork, planning releases, writing bios, and managing music catalog.

@tony2026m/mybatis-flex-mcp

MCP server for Mybatis-Flex ORM framework providing API documentation, code examples, and changelog queries.

rag-mcp

Provides read-only MCP tools for hybrid semantic and keyword search over locally indexed PDF documentation, with citations and context retrieval for LLM agents.

Vertical Search MCP

A scalable MCP server for searching multiple platforms (WeChat, Zhihu, Google) with async API, content fetching, compression, and real URL resolution.