发现优秀的 MCP 服务器

Mutmut MCP

A Model Context Protocol server that provides programmatic APIs for running mutation tests with mutmut, analyzing results, and improving test coverage in Python projects.

mcp-agent

Calendar and task management with kernel-level scraping for robust parsing, and integrates with DocMost wiki as source of truth.

plaid-mcp

Self-hosted MCP server enabling Claude to query bank accounts, balances, and transactions through Plaid with OAuth and TLS.

project-explorer-mcp

Analyzes Python project structure by exploring directory trees, extracting outlines from Python and Markdown files, and inspecting OpenAPI specifications.

Concordia MCP

Provides comprehensive analytics for Solana wallets, enabling real-time portfolio insights, cross-protocol DeFi position monitoring, behavioral analytics, and AI-powered investment strategy recommendations across the Solana ecosystem.

OpenAI MCP Server

Provides tools to interact with OpenAI API including chat completions, embeddings, content moderation, and file management through natural language.

Philips Hue MCP Server

一个模型上下文协议接口，使像 Claude 这样的人工智能助手能够通过自然语言命令控制飞利浦 Hue 智能照明系统。 (Alternatively, a slightly more technical translation:) 一种模型上下文协议接口，旨在使像 Claude 这样的人工智能助手能够通过自然语言指令来控制飞利浦 Hue 智能照明系统。

AutoCAD MCP Server

Enables natural language control of AutoCAD drawings via LLMs like Claude, supporting drawing, layer management, and SQLite-backed entity analysis.

Emacs Org-Mode MCP Server

An MCP server that enables Claude to manage Emacs org-mode task lists, journal entries, and projects with token-efficient tools and visual approval via Emacs ediff.

file-writer-mcp

Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx formats with append, overwrite, and backup modes, restricted to a specified root directory.

SteamStats MCP Server

用于 Steam Web API 游戏统计的 MCP 服务器

claudeForSafari

Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari — navigate, read pages, click elements, fill forms, and manage tabs. No Playwright or WebDriver dependency.

GitHub Notifications MCP Server

一个 MCP 服务器，它使像 Claude 这样的人工智能助手能够通过自然语言命令帮助用户管理他们的 GitHub 通知。 (Alternatively, a more concise translation:) 一个 MCP 服务器，让像 Claude 这样的人工智能助手可以通过自然语言指令管理用户的 GitHub 通知。

lite-google-workspace-mcp

Lightweight MCP server for Gmail and Google Calendar, enabling email and calendar management via natural language with per-account processes.

vessel-traffic-mcp

Read-only MCP server for vessel identity lookup, AIS-style positions, tracks, port calls, carrier schedules, vessel schedules, and delay heuristics with source attribution and BYOK provider support.

mcp-shipcheck

Audits local package folders to generate publish-readiness reports and previews of NPM tarball contents. It helps developers identify and resolve configuration issues like missing types or broken exports before releasing code.

NetBrain MCP

An open-source network operations integration platform that connects large language models with network devices through the Model Context Protocol, allowing AI assistants to perform network configuration, diagnostics, and management tasks.

ui-kit

Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency React component library with 147 components, 3 weight tiers, physics-based animations, and OKLCH color system. Gives Claude deep awareness of the library's components, design patterns, and conventions. Includes 5 skills for component discovery, code generation, design system reference, tier selection, and accessibility

WP Navigator MCP

AI-powered WordPress management that enables creating and editing posts, pages, media, plugins, themes, and Gutenberg blocks through natural language with safe-by-default writes and full rollback support.

MCP Shrimp Task Manager

An intelligent task management system that provides structured workflows for AI Agents to plan, decompose, and execute complex programming tasks. It features a dedicated research mode for technical investigations and a task memory function to optimize workflows and avoid redundant coding work.

mcp-streaming-http-proxy

Proxies STDIO-based MCP clients to streaming HTTP MCP servers, enabling local clients to connect to remote servers.

Naver Finance Crawl MCP

Crawls Korean stock market data from Naver Finance, providing real-time information on top searched stocks and detailed stock information by stock code.

MCP Filesystem Agent v3

A production-ready MCP server enabling Claude and other LLMs to perform intelligent file operations with minimal token usage.

Sonde

AI infrastructure agent that gives Claude eyes into servers via a hub-and-spoke system with MCP endpoint, lightweight agents, and 19 integration packs for enterprise systems.

simple-mcp-server

A simple MCP server offering three utility tools: UUID generation, temperature conversion, and text statistics.

Deriv API MCP Server

一个模型上下文协议服务器，使 AI 助手能够与 Deriv 交易 API 交互，从而提供对活跃交易品种和账户余额信息的访问。

Antigravity Link

Antigravity Link is an MCP server and mobile companion for Google's Antigravity IDE. It captures live snapshots of the Antigravity chat UI via Chrome DevTools Protocol and serves them to a mobile web client. From your phone you can send messages, upload files, stop AI generation, switch instances, and read task/walkthrough/plan documents. Exposes 9 MCP tools and a full OpenAPI 3.1 spec.

stackos-mcp

Exposes TRAID Agency's knowledge base, methodology, and Tech Radar evaluations as consumable MCP tools, enabling AI agents to search, learn, and document institutional knowledge without RAG.

flighty-mcp

A read-only MCP server that exposes personal Flighty app flight data as geo-ready legs with coordinates, enabling queries by date, year, or flight number, and aggregate stats.