发现优秀的 MCP 服务器

Filesystem MCP Server SSE

Node.js server implementing Model Context Protocol (MCP) for filesystem operations, allowing AI systems to read, write, edit files and manage directories within specified allowed paths.

GitHub API MCP Server

这是 GitHub 搜索 MCP Server

ask-gemini-mcp

An MCP server for AI-to-AI collaboration via the Gemini CLI. Available on npm: ask-gemini-mcp. Works with Claude Code, Claude Desktop, Cursor, Warp, Copilot, and 40+ other MCP clients. Leverage Gemini's massive 1M+ token context window for large file and codebase analysis while your primary AI handles interaction and code editing.

paper-mcp

Enables retrieval of academic paper metadata, PDFs, full text, citations, and references by title via Semantic Scholar, arXiv, and other sources.

Chess MCP

Play interactive chess games through conversation with move validation, Stockfish engine analysis, tactical puzzles, and a visual chess board widget in ChatGPT.

KR-MCP-Server

这是一个基于 [MCP-Go] 框架开发的 MCP 服务项目，提供了一系列工具和功能。

Coursera MCP

Enables AI agents to programmatically interact with Coursera, including enrolling in courses, completing lectures, solving quizzes, submitting assignments, earning certificates, and pushing them to LinkedIn.

Medical GraphRAG Assistant

Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

service-economics

Free service management tools — playbooks, benchmarks, and instant service health analysis. DigitalCore MCP gives you free access to service management expertise directly in your AI assistant. Run a Service Reality Check to score your service health in 60 seconds. Access strategy playbooks for ser

MCP - Model Context Protocol

使用 TypeScript 和 JavaScript 构建的 MCP 服务器，该服务器使用官方 MCP 文档处理美国天气数据，并提供两个工具的上下文：显示美国地区的天气预报和天气警报。 使用 Zod 进行数据验证，并采用 src 和 build 两个文件夹的架构，分别对应开发环境 (ts) 和生产环境 (js)。

Remote MCP Server (Authless)

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

Angel One Mcp

MCP server for Angel One SmartAPI. Lets AI clients trade Indian stocks, manage orders and GTT rules, read holdings/positions/funds, fetch quotes/candles/OI/Greeks, and estimate margin/brokerage with TOTP login and built-in safety guards.

Spotify MCP Server

通过模型上下文协议与 Spotify Web API 集成，允许用户以编程方式搜索曲目、控制播放和管理播放列表。

LinkedIn MCP Server

Automates LinkedIn job search and profile editing via Playwright browser automation, enabling targeted job searches and profile updates without manual UI interaction.

Memora MCP

An interactive flashcard MCP App for Claude Desktop. Claude generates flashcards from your request or the conversation and renders them as an inline, gradeable flip-card review with spaced repetition.

stormscope

Provides real-time US weather data for AI assistants via MCP, including current conditions, forecasts, alerts, severe weather outlooks, radar, upper-air analysis, and surface analysis. Supports optional personal weather station integration.

LiveTap

LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding agents, enabling real-time monitoring and alerting through natural language.

Dotloop MCP

Read-only MCP server for Dotloop that exposes safe read tools for accounts, profiles, loops, folders, documents, participants, tasks, activity, and templates.

Robot MCP Server

Enables LLM-based AI agents to control SO-ARM100 and SO-101 robots through natural language commands and camera feedback. It supports various transport protocols and provides tools for both autonomous robotic movement and manual keyboard operation.

AIMFP

MCP server for the AIMFP paradigm, enabling AI assistants to manage functional programming projects with persistent database state, directive compliance, and task tracking via JSON-RPC tools.

Awesome-MCP-Scaffold

A production-ready development scaffold for MCP servers, optimized for Cursor IDE with built-in tools, resources, and prompts that enables quick development of Model Context Protocol servers with 5-minute startup and 10-minute development capabilities.

video-toolkit-mcp

A Model Context Protocol (MCP) server that provides comprehensive video tools: transcript retrieval, video downloading, and automatic subtitle generation using AI speech-to-text. Works with YouTube, Bilibili, Vimeo, and any platform supported by yt-dlp.

strava-mcp

Enables querying and analyzing personal Strava activity data through natural language, including activities, segments, gear, and training trends.

Airlock MCP

Enables AI agents to install and bootstrap projects using Airlock Smith, a guided spec-building workflow.

MCP Servers

MCP (模型组合平台) 服务器和服务集合

parking-helper

Enables users to manage parking sessions, track expiration times, and retrieve real-time weather and location context via MCP tools and resources.

ArXiv MCP Server

Enables AI assistants to search arXiv's research repository, download papers, and access their content programmatically. Includes specialized prompts for comprehensive academic paper analysis covering methodology, results, and implications.

MongoDB MCP

Feature-rich MCP server for MongoDB with multi-connection support, enabling users to interact with multiple MongoDB clusters simultaneously, perform CRUD operations, run aggregations, diagnostics, and more, all through natural language.

cypress-runner-mcp

Enables AI agents to run, monitor, and manage Cypress tests with features like test discovery, screenshot handling, and multi-browser support.

PVV MCP Server

Enables text-to-speech synthesis using VOICEVOX Web API with customizable speaker selection. Features a specialized tool for generating speech as Asuka Langley from Evangelion and provides access to available speaker lists.