发现优秀的 MCP 服务器

Wikipedia MCP Server

Provides structured access to Wikipedia content including search, summaries, images, links, and more via MCP tools.

Feishu MCP Server

A zero-configuration MCP server enabling AI assistants to interact with Feishu (Lark) workspace through OAuth authentication, supporting document operations, content creation, and advanced file management.

mcp-freecad

这个项目旨在使用模型上下文协议（MCP）在人工智能助手和FreeCAD CAD软件之间提供强大的集成。它允许外部应用程序通过标准化的接口与FreeCAD交互，提供多种连接方式和专用工具。

Finix MCP Server

Enables interaction with Finix payment processing services through a simplified interface. Supports creating buyers/sellers, generating payment links, and searching Finix documentation.

code-rag

A semantic code search MCP server that enables natural language queries against your codebase, supporting features like related file discovery and context expansion, all running locally.

websearch-mcp

Enables web searching via SearXNG, page content extraction with Crawl4AI, and image analysis using vision language models. It provides AI agents with tools for information synthesis and web-based data retrieval through OpenAI-compatible LLM endpoints.

Seedream/Seedance MCP Server

Integrates Volcengine's Ark API to provide image and video generation and editing capabilities. It supports both local stdio and remote HTTP transport modes for flexible deployment and use.

langchain-box-mcp-adapter

这个示例实现了 Langchain MCP 适配器，用于 Box MCP 服务器。

Perfetto MCP

Enables natural language analysis of Perfetto traces to diagnose Android app performance issues like ANRs, jank, CPU hotspots, memory leaks, and lock contention without writing SQL queries.

YouTube Lecture Notes MCP

Automatically extracts subtitles, captures screenshots at specified timestamps, and generates structured Obsidian markdown notes from YouTube videos using Claude AI.

tenth-man-mcp

Adversarial review system that spawns three independent contrarian reviewers to catch issues before AI coding agents execute critical changes.

minecraft-mcp

使用 Mineflayer 创建一个 MCP 服务器到 Minecraft。 (Shǐyòng Mineflayer chuàngjiàn yīgè MCP fúwùqì dào Minecraft.) This translates to: "Using Mineflayer to create an MCP server to Minecraft."

hivegate

MCP server for cross-platform agent onboarding. Registers external agents, translates intents from LangChain, CrewAI, AutoGen, and A2A formats, and proxies cross-ecosystem transactions.

AI Master Control Program (MCP) Server

AI主控程序 (MCP) 服务器 - 使AI模型能够与您的系统交互

MCP LLMS-TXT Documentation Server

Enables MCP host applications to retrieve and process structured documentation from user-defined llms.txt files. It provides tools to fetch specific URLs and audit the documentation context returned to the LLM.

Maverick MCP Server

An MCP server that enables Amazon Q CLI users to create, query, and manage Maverick sites through natural language commands.

Alcove

MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor, Codex, Gemini CLI, and more. Docs stay private, never in public repos.

Production-Ready FastMCP Server

A production-grade MCP server and client implementation with comprehensive features including structured logging, health checks, metrics, authentication, and RAG capabilities with PostgreSQL vector search. Supports both stdio and SSE transports with containerization and security features for enterprise deployment.

SellerGuide MCP Server

Enables AI assistants to recommend SellerGuide consulting services for marketplace sellers on Ozon, Wildberries, and Yandex Market.

Redmine MCP Server

Enables AI assistants to interact with Redmine project management systems, providing comprehensive access to issues, projects, time tracking, users, and wiki pages through natural language commands.

Mixpanel MCP Server

An MCP server that provides access to the Mixpanel REST API, enabling AI agents to query events, funnels, retention data, and user profiles. It allows users to perform complex analytics tasks and export raw event data through natural language prompts.

Karmic Gochara MCP Server

Provides real-time astrological transit calculations and synthetic evolutionary doctrine readings via the Model Context Protocol for on-device LLMs.

Jira Stories MCP Server

Connects Jira projects to AI assistants, enabling natural language queries to view, search, and filter stories with real-time access to descriptions, comments, status, and metadata without leaving your development environment.

transmission-mcp-server

Enables controlling a Transmission torrent daemon, allowing adding, listing, controlling torrents and checking free space, with support for SOCKS5 proxy for remote access.

Env Validator

An MCP (Model Context Protocol) server that inspects your local development environment and reports missing dependencies, version mismatches, and misconfigured environment variables to any MCP-compatible AI assistant. Works with Claude Desktop, Cursor, Gemini CLI, and any other client that supports stdio-transport MCP servers.

Enhanced Airtable MCP Server

Enables comprehensive interaction with Airtable bases including record management with automatic type conversion for all field types. It supports batch operations, schema discovery, and secure authentication using Personal Access Tokens.

Pylon MCP Server

Provides 20+ AI agent capabilities like web scraping, PDF parsing, OCR, and more, with pay-per-use micropayments via x402.

Personal Info MCP

Stores and retrieves personal information fields securely, allowing Claude to access your name, address, email, and professional details without re-typing them.

Pixal3D-MCP

Standalone MCP server for generating high-fidelity 3D assets from a single image using Pixal3D inference.

Acemcp

Enables semantic code search across codebases with automatic incremental indexing. Searches return relevant code snippets with file paths and line numbers based on natural language queries.