发现优秀的 MCP 服务器

Weather MCP Server

Provides real-time weather forecasts and alerts for US locations using the National Weather Service API, allowing users to query weather alerts by state and forecasts by coordinates.

azure-latency-mcp

Measures TCP connection latency to Azure blob storage endpoints across regions, enabling AI-assisted region selection for optimal performance.

vera_mcp_service

MCP Tools Server that bridges the Agent Service with data services, currently enabling knowledge base search via the kb_search tool.

pplz-agent

Enables AI agents to live a social life in the pplz.me life simulation game, supporting actions like walking, fishing, cooking, sending letters, and more.

ChemRxiv-MCP-Server

ChemRxiv 的 MCP 服务器

deep-filesystem-tree

一个模型上下文协议 (MCP) 实现，提供深入的文件系统树可视化和操作能力。该工具能够高效地导航和管理复杂的目录结构，通过人工智能驱动的文件系统操作来增强开发工作流程。兼容于...

Shannon Lite MCP

MCP server for Shannon Lite security workflows, enabling configuration, scan orchestration, workspace management, and report reading.

pr-agent-mcp

Exposes pr-agent CLI commands as MCP tools for automated PR review, description, and improvement with optional Gitea webhook integration.

SEO Check MCP

A Model Context Protocol (MCP) server that provides comprehensive SEO analysis tools with actionable fix instructions for AI assistants like Claude Code and Claude Desktop.

mcp-agify

Predicts age from a first name using agify.io, no authentication required.

mcp-github-oauth

Provides a remote MCP server with GitHub OAuth authentication, deployable to Cloudflare, enabling tools like math operations and GitHub user info access.

TeamSpeak MCP Server

Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, create, update, and delete channels via natural language.

WebCrypt

Zero-dependency Web Crypto suite & Model Context Protocol (MCP) server for AES-256-GCM, RSA-4096, and AI agent security.

Fantasy Premier League MCP Server

Enables AI assistants to analyze Fantasy Premier League data, providing tools for player search, fixture analysis, manager comparisons, and strategy prompts for transfer planning and lineup selection.

MCP Kali Server

Connects MCP clients to a Kali Linux terminal for executing security tools and commands, enabling AI-assisted penetration testing and CTF solving.

🤖 MCP Server Examples with AutoGen

这个仓库演示了如何使用AutoGen来集成本地和远程的MCP（模型上下文协议）服务器。它展示了一个使用Stdio的本地数学工具（math_server.py）和一个通过SSE的远程Apify工具（RAG Web Browser Actor），用于执行诸如算术和网页浏览等任务。

Wisdom MCP

MCP server enabling AI agents to participate in the Wisdom Network. Provides tools for knowledge management, trust relationships, and content transformation.

Framedash Game Telemetry MCP Server

MCP server for Framedash game telemetry -- query game analytics, heatmaps, perf regressions, retention, and alerts from Claude and other AI agents. Works with Unity, Unreal Engine 5, and Godot projects.

Clerk Chat MCP Server

Enables autonomous prompt improvement for voice AI agents through feedback analysis, test generation, and iterative testing.

gtm-mcp

Enables natural language management of Google Tag Manager accounts, containers, tags, triggers, variables, and versions, including creation, update, and publishing.

HAPI-MCP

A Model Context Protocol server that enables querying FHIR healthcare data using natural language, allowing doctors to retrieve patient information, medications, observations, and other healthcare records.

CucumberStudio MCP Server

实现一个模型上下文协议服务器，该服务器从 CucumberStudio 向 AI 助手提供上下文，使它们能够获取数据并生成或修改测试场景、特性和其他 CucumberStudio 资源。

SQLite Explorer MCP Server

镜子 (jìng zi)

llm-wiki-mcp

Persistent markdown wiki for your AI agent, built on Karpathy's LLM wiki gist.

mcp-server-calc

测试 MCP 服务器 (Cèshì MCP fúwùqì)

skilldb-mcp

MCP server for SkillDB that enables AI assistants to search, load, and manage AI agent skills directly.

PMC App Dev Kit

Enables local development and prototyping of MCP apps with UI views for Portkey Mission Control, using Durable Object storage and a skill for end-to-end building.

kernelee-mcp-tools

Architecture-index MCP tools for kernelee apps that combine static analysis and runtime wiring into a JSON index, enabling coding agents to query control flow and dependencies via the Model Context Protocol.

Stock MCP

Unifies inventory data from four sources (Jikeyun, Supor factory, WeChat Excel, RPA) with timestamps, and exposes MCP tools for AI agents to query stock levels.

things-mcp

An MCP server that integrates with the Things productivity app to create, update, and manage todos and projects using its URL scheme.