发现优秀的 MCP 服务器

Documentation Generator MCP Server

Enables AI assistants to generate professional documentation using structured templates based on the POWER framework. Provides access to standardized templates for README, architecture, API, components, and schema documentation.

MCP Server with OpenAI Integration

Production-ready MCP server that integrates OpenAI API with extensible tool support, enabling dynamic plugin loading and knowledge search capabilities through multiple interfaces including CLI and browser UI.

SeedreamMCP

ByteDance Seedream AI image generation and editing (style transfer, background change, virtual try-on) with multiple models, multi-resolution up to 4K, and streaming delivery.

Jokes MCP Server

A Model Context Protocol server that delivers jokes on demand, supporting different joke categories like Chuck Norris jokes and Dad jokes through Microsoft Copilot Studio and GitHub Copilot.

Solana MCP Server

一个服务器，允许使用您自己的私钥与 Solana 区块链进行交互，支持诸如获取钱包信息、检查余额和转移 SOL 等操作。

Meta Marketing API MCP Server

Enables AI assistants to manage Facebook and Instagram advertising via the Meta Marketing API. It provides comprehensive tools for campaign lifecycle management, performance analytics, audience targeting, and creative optimization.

FM8 MCP Server

Enables AI assistants to control Native Instruments FM8 synthesizer parameters through MIDI CC messages, allowing natural language programming of FM synthesis sounds including operator routing, frequency ratios, and modulation matrix settings.

Property MCP Server

Connects Claude AI to real estate data via the ATTOM Data API, enabling property information lookup and analysis using natural language queries.

Gemini MCP Server

A Model Context Protocol server that enables Claude to collaborate with Google's Gemini AI models, providing tools for question answering, code review, brainstorming, test generation, and explanations.

Scanpy MCP server

Scanpy 的 MCP 服务器

MCP Server for Spotify

一个 Spotify MCP 服务器 (Yī gè Spotify MCP fúwùqì)

MCP-demo-blog-analyzer

好的，这是将 "A quickstart to test MCP blog analyzer client and a webpage visitor server" 翻译成中文的几种选择，根据不同的侧重点略有不同： **选项 1 (偏技术，简洁):** 快速开始：测试 MCP 博客分析客户端和网页访问者服务器 **选项 2 (更详细，更易理解):** 快速入门：测试 MCP 博客分析器客户端和网页访问者服务器 **选项 3 (更口语化):** 快速上手：测试 MCP 博客分析客户端和网页访问者服务器 **选项 4 (强调目的):** 快速开始：用于测试 MCP 博客分析客户端和网页访问者服务器的指南 **选择哪个取决于你的具体需求。** 如果面向技术人员，选项1或2更合适。 如果面向更广泛的受众，选项3或4可能更好。

rpn-mcp

An MCP server that provides tools for evaluating Reverse Polish Notation (RPN) expressions and managing a calculator stack. It supports standard arithmetic operators along with stack operations like duplicate, swap, and clear.

ssh-mcp-server

Enables AI assistants to securely execute remote SSH commands, perform file transfers, and monitor system status through a standardized interface. It features robust security controls including command whitelisting, blacklisting, and credential isolation to prevent unauthorized operations.

Unreal Engine Knowledge Graph MCP Server

Enables intelligent exploration of Unreal Engine documentation through a Neo4j-based knowledge graph. Supports concept relationship searches, learning path discovery, and dependency tracking between engine features using bilingual Chinese-English queries.

Python MCP Server Examples

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

mercadolibre-mcp

Connects AI agents to MercadoLibre, the largest e-commerce marketplace in Latin America. Search products, get item details, browse categories, track trends, and convert currencies.

Deployable MCP Server

A simple and extendable MCP server that currently provides basic addition functionality and can be easily extended by defining new tools with docstrings.

MCPHub

用于人工智能服务的可嵌入模型上下文协议（MCP）解决方案。通过统一的界面，将 MCP 服务器与 OpenAI Agents、LangChain 和 Autogen 框架无缝集成。简化了不同人工智能应用中 MCP 工具的配置、设置和管理。

MCP Excel Workbook Processor

An MCP server for GitHub Copilot that enables reading and processing Excel workbooks (.xlsx) via Docker Compose. Users can extract data from entire workbooks or specific sheets by name or index, returning the information in JSON format.

OpenWeather MCP Server

天气预报 MCP 服务器，用于天气预报。

File Edit Check MCP Server

强制执行预读取检查和详细提交文档的 MCP 服务器

Microsoft Learn Docs MCP Server

The Microsoft Learn Docs MCP Server is a cloud-hosted service that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation. It is a remote MCP Server using streamable http, which is lightweight for clients t

Spider MCP

Enables web searching and webpage scraping using pure crawler technology without requiring official APIs. Supports Bing web and news search, batch webpage scraping, and content extraction through Puppeteer automation.

Frida Game Hacking MCP

Provides Cheat Engine-like capabilities for game hacking and reverse engineering through Frida, enabling memory scanning, value modification, pattern matching, function hooking, and code injection across processes.

Remote MCP Server Authless

Enables deployment of MCP servers to Cloudflare Workers without authentication requirements. Allows users to create custom tools and connect them to MCP clients like Claude Desktop or Cloudflare AI Playground through remote URLs.

vscode-mcp-server

用于管理 VSCode 设置、扩展、代码片段等的 VSCode MCP 服务器

Sentry MCP

一个远程模型上下文协议（Model Context Protocol）服务器，作为连接 Sentry API 的中间件，允许像 Claude 这样的人工智能助手通过自然语言界面访问 Sentry 数据和功能。