发现优秀的 MCP 服务器

Dify Workflows MCP Server

一个使用 TypeScript 实现的模型上下文协议 (MCP) 服务器，该服务器将 Dify 工作流作为工具暴露出来，供 AI 系统进行交互。

MCP Apps POC

A proof-of-concept demonstrating interactive UI capabilities for MCP servers through a task management example. Shows how MCP servers can deliver HTML/CSS/JS interfaces that render inside AI chat clients with bidirectional communication.

mediawiki-mcp-server

一个 MCP 服务器，它允许你使用 LLM 🤖 在任何使用 MediaWiki 的 wiki 站点上搜索和检索内容。支持 wikipedia.org、fandom.com、wiki.gg 以及更多使用 MediaWiki 的站点！

Xcode MCP Server

Enables AI assistants to manage Xcode projects by listing targets, reading configurations, and triggering builds via the Model Context Protocol. It facilitates natural language interaction with macOS developer tools to streamline iOS app development processes.

SQL MCP Server

Enables AI models to interact with multiple database types (MySQL, MSSQL, Oracle, Sybase) through a unified interface with standardized tools for querying, inspecting schemas, and managing connections without requiring separate server configurations.

astro-airflow-mcp

An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.

Container MCP Server

Enables weather lookups, mathematical calculations, and context-aware operations through a containerized MCP server with HTTP transport. Optimized for Docker/Kubernetes deployment with health checks and no external dependencies.

QMT-MCP-Server

一个服务器应用程序，使大型语言模型能够通过 QMT 交易系统执行股票交易操作，提供账户查询、持仓管理和订单下单等功能。

zarq-risk-intelligence

Real-time crypto risk scoring for AI agents. Trust Score, crash probability, and distance-to-default for 205 tokens. Free, no API key needed.

sourcesage

SourceSage 是一个 MCP（模型上下文协议）服务器，它可以高效地记忆代码库的关键方面——逻辑、风格和标准——同时允许动态更新和快速检索。它被设计为与语言无关，利用 LLM 对多种语言代码的理解。

ChatGPT Interactive Components Examples

Provides production-ready examples of MCP servers that demonstrate building rich, interactive UI components for ChatGPT, including authentication flows, product search with carousels, shopping cart checkout, and membership signups with state management.

ArchiMate MCP Server

Enables generation of PlantUML ArchiMate enterprise architecture diagrams with full ArchiMate 3.2 specification support across all 7 layers, including automatic validation, multi-format export (PNG/SVG/XML), and instant diagram viewing through a built-in HTTP server.

Demo HTTP MCP Server

A demonstration MCP server that provides example tools for weather queries, time retrieval, and request handling, along with advice prompts. Supports both HTTP and stdio modes for testing MCP client integrations.

clickup-operator MCP server

镜子 (jìng zi)

wxauto MCP Server

Provides WeChat automation capabilities for AI development tools via the Model Context Protocol. It enables users to send messages, manage contacts, and handle file transfers through AI assistants like Claude and Cursor.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of calculator and greeting tools, plus resource management capabilities.

Calendar AutoAuth MCP Server

镜子 (jìng zi)

raydium-launchlab-mcp

raydium-launchlab-mcp

Cakemail MCP Server

Enables comprehensive email marketing automation through the Cakemail API, including campaign management, transactional emails, contact list operations, template design with BEEeditor, detailed analytics, and multi-account enterprise management.

mcp-remote-macos-use

第一个开源的MCP服务器，使AI能够完全控制远程macOS系统。

OpenZeppelin Contracts MCP Server

A Model Context Protocol (MCP) server that allows AI agents to generate smart contracts using OpenZeppelin Contracts libraries.

mcp-codex-dev

An MCP server that integrates Codex CLI into Claude Code workflows for code writing, execution, and review with session management. It features real-time progress monitoring via a local HTTP dashboard and supports detailed configuration for various coding tools.

Filmladder MCP Server

Provides movie listings, showtimes, and personalized recommendations for Amsterdam cinemas by scraping filmladder.nl, with support for filtering by date, cinema, rating, and preferred showtimes.

Figma MCP Server

通过 REST API 或 MCP 协议提取节点层级结构，从而促进 Figma 文件结构的分析。

Statsource MCP Server

通过模型上下文协议服务器，使大型语言模型能够对来自数据库或 CSV 文件的用户数据执行统计分析并生成机器学习预测。

Excel MCP Server

一个 MCP 服务器，提供全面的 Excel 文件操作、数据分析和可视化功能，用于处理各种电子表格格式，如 XLSX、CSV 和 JSON。

mcp-servers-latest

最新可用的 Minecraft 服务器。

NHL MCP Server

通过模型-上下文协议模式，提供对NHL（国家冰球联盟）数据的结构化访问，包括球队、球员、积分榜、赛程和统计数据。