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.

bitacora-mcp

MCP server for creating, versioning, retrieving, and publishing HTML presentations, using git as the source of truth and Google Apps Script for deployment.

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.

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.

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.

nycdata

Enables to discover, inspect, query, and profile live NYC Open Data through a CLI and MCP server, providing a developer-first interface to Socrata APIs.

buchpilot-mcp

MCP server for DACH accounting automation. Connect AI assistants to sevDesk and Lexoffice — create invoices, manage contacts, handle bookings and vouchers for German-speaking businesses.

YouTube Lecture Notes MCP

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

Weather Israel

Retrieves current weather information for Israeli cities by scraping a live weather website using Playwright, and provides the data to the language model as context.

Generate-documentation-MCP

MCP server for Claude Code that generates a documentation skeleton from Git repository changes, outputting a Markdown file with placeholders for AI analysis.

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.

Bundestag MCP Server

A production-ready MCP server that provides access to the German Bundestag's parliamentary documentation system (DIP API).

mcp-web-tools-server

A custom MCP server that provides AI agents with tools to fetch web pages, extract readable article text, extract structured data by CSS selector, and check robots.txt permissions.

fdx-mcp-server

Enables reading and writing local files via MCP, supporting Bun, Deno, or Node.js runtimes.

OVS MCP

Enables searching Official Vegan Shop products and managing your shopping cart through natural language, with secure local login.

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.

langchain-box-mcp-adapter

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

Database Bridge MCP Server

Enables secure database interactions with MySQL, PostgreSQL, and SQLite through granular permissions, multi-database support, and cloud-ready SSL/TLS connections. Supports read-only modes, schema-specific permissions, and transaction management for safe database operations.

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.

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.

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.

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.

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

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.

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.

safe-fix-mcp

Enables scanning Python repos for dead code and automatically drafting a branch + PR for the safe subset (unused single-name imports) after running the repo's full test suite. All other findings are reported without modification, and a human always merges.

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.

Maverick MCP Server

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

mcp-plexus

mcp-plexus