发现优秀的 MCP 服务器

Codebase MCP Server

A Model Context Protocol server that analyzes application codebases with real-time file watching, providing AI assistants like Claude with deep insights into project structure, code patterns, and architecture.

LocalTides MCP Server

This is an MCP (Model Context Protocol) server that provides tools for interacting with the NOAA Tides and Currents API.

Test Reporter MCP Server

Enables Claude Code to analyze flaky tests, find failure patterns, suggest fixes, and query test history, failure patterns, and correlated failures from Test Ledger.

Enact Protocol MCP

用于执行协议的 MCP 服务器 (Yòng yú zhíxíng xiéyì de MCP fúwùqì)

ai-governance-controls

Provides AI governance controls as MCP tools for safety screening, risk classification, and red teaming of AI systems, returning structured governance reports.

mcp-retroarch

An MCP server for controlling RetroArch via its Network Control Interface, enabling memory read/write, save states, screenshots, emulator control, and gamepad input through the Network RetroPad protocol.

gitlab-mcp

A comprehensive GitLab MCP server that enables AI clients to manage projects, merge requests, issues, pipelines, wiki, releases, tags, and milestones through multiple transports and authentication methods.

ssh-mcp-server

Enables SSH command execution, file uploads/downloads, and multi-server management with zero-config inline credentials, supporting async jobs and AI-readable output.

swagger-ts-mcp

Generates TypeScript types for API functions from Swagger/OpenAPI documents, enabling AI IDEs to automatically create type definitions.

CLI Agent MCP

Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and OpenCode) through a single MCP interface with real-time task monitoring, enabling specialized code analysis, UI design, implementation, and prototyping workflows.

Guía de Instalación de Supabase MCP Server

好的，请提供您想翻译成中文的英文文本。我会将 "Guía detallada de instalación para Supabase MCP Server" 翻译成中文，并等待您提供更多文本。 翻译如下： **Supabase MCP 服务器详细安装指南** 请提供您想翻译的英文文本，我会尽力为您提供准确的翻译。

mcp-starter

mcp-starter is a secure, starter framework for building MCP servers with JWT-based authentication, multi-tenant enforcement, and schema validation. Built with Node.js and Docker

Weather MCP Server

A Model Context Protocol server that enables users to fetch weather forecasts through Cursor AI by using natural language queries.

Google MCP Server

Enables interaction with Google Docs and Gmail, allowing users to append text to documents and create email drafts with explicit approval prompts.

Business Operations MCP Server

MCP server exposing tools for a small food business: catalog, booking capacity, stock, catering quotes, and orders. Enables natural-language interaction with these operations via any MCP client, including a LangGraph agent.

Mixpeek MCP Server

Automatically loads Mixpeek's OpenAPI spec and exposes its endpoints as MCP tools, enabling natural language interaction with Mixpeek's API via standard MCP clients.

MCP SQL Server

A Model Context Protocol server that provides AI assistants with comprehensive access to SQL databases, enabling schema inspection, query execution, and database operations with enterprise-grade security.

packforge

AI Agent Instruction Hub that orchestrates context-aware instruction packs for MCP-compatible agents.

selectel-mcp

An MCP server that gives an AI agent controlled access to a Selectel cloud account: OpenStack cloud servers, S3 object storage, and account billing.

@hy-app/mcp

MCP server for the hy-app component library, enabling AI editors to search components, retrieve APIs and examples, check platform support, access hooks and tools, and validate component usage.

Backlog MCP Server

一个模型上下文协议服务器，使 Claude 能够通过 API 集成与 Backlog 项目管理工具进行交互，从而实现对项目、问题、Wiki 页面和其他 Backlog 资源的管理。

MCP Image Generator

MCP server for AI image generation supporting multiple providers (OpenRouter, Together AI, Replicate, fal.ai) and compatible with various MCP agents.

Concierge MCP Server

Exposes a curated allowlist of Home Assistant entities to external clients over MCP with read-only list and get_state tools, using an isolated guest credential that cannot access other Home Assistant APIs.

llm-model-providers MCP Server

为获取可用 LLM 模型的 MCP 服务器

MCP-Weather

Enables retrieval of weather information for major cities across Japan using the Japan Meteorological Agency API. Supports weather overviews, precipitation probability, and wind speed data with both local and remote OAuth 2.0 authenticated deployment options.

ActivityWatch MCP Server

Connects AI assistants to ActivityWatch for real-time computer activity awareness and time tracking analysis. Enables natural language queries about app usage, browsing history, and productivity patterns through high-level tools without requiring AQL syntax knowledge.

Codebase RAG MCP Server

Enables semantic search and retrieval of code files using embeddings stored in PostgreSQL. Supports intelligent codebase exploration through natural language queries, file listing, and content retrieval.

Remote MCP Server on Cloudflare

Enables remote MCP server deployment on Cloudflare Workers with OAuth login, supporting tool calling via SSE from clients like MCP Inspector or Claude Desktop.

V Language MCP Server

Provides LLMs with comprehensive knowledge about the V programming language, including documentation access, code examples, standard library reference, and syntax explanations to help users learn and work with V.