发现优秀的 MCP 服务器

Vanna AI MCP Server

An MCP server that allows AI assistants to query databases using natural language by leveraging Vanna AI. It supports secure SSH tunneling, model training on database schemas, and persistent storage of SQL patterns via ChromaDB.

mcp-revelor

Connects AI assistants to Revelor e-shop analytics, search configuration, and recommendations, enabling both reading and optional writing for e-shop data.

aws-safe-mcp

A read-only MCP server for safe, structured investigation of AWS serverless resources, providing curated tools for tracing dependencies, permissions, and failures without exposing raw SDK access.

AACT Clinical Trials MCP Server

Provides AI assistants with direct query access to the AACT (Aggregate Analysis of ClinicalTrials.gov) database, allowing structured retrieval and analysis of clinical trial data.

agent-bom

AI supply chain security scanner for MCP servers and AI agents. 18 tools for CVE scanning, blast radius mapping, CIS benchmarks, SBOM generation, and compliance enforcement across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.

Whoop MCP Server

Enables users to access Whoop biometrics including recovery, sleep, and strain scores while facilitating activity logging and device management. It allows for seamless interaction with health data to set alarms, update weight, and track activities through natural language commands.

mcp-stockfish

A Model Context Protocol server that lets your AI talk to Stockfish. Because apparently we needed to make chess engines even more accessible to our silicon overlords.

@hyperwhisper/mcp

Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper app for voice transcription, model management, and recording search.

Treasure Data MCP Server

An MCP server for interacting with Treasure Data API, allowing users to retrieve database information and check server status through natural language queries.

HubSpot RevOps MCP Server

A read-only MCP server that connects to HubSpot to audit CRM data, diagnose RevOps maturity, identify at-risk deals, and provide step-by-step guidance for fixing issues.

Instagram Video Downloader MCP Server

一个轻量级的 MCP 服务，能够以编程方式将 Instagram 视频下载到指定的本地路径，并提供进度跟踪。

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to view merge requests, reviews, discussions, pipeline tests, and job logs through natural language queries.

Android Development MCP Server

Provides Android development assistance following NowInAndroid best practices, including architecture patterns, code generation for feature modules/ViewModels/repositories, and searchable documentation for Jetpack Compose and modularization.

MCP Server

MCP服务器集成了来自 Youtube-Summarizer 的 API 作为 MCP 协议中的工具，从而允许通过自然语言查询进行本地 AI 应用交互和工具利用。

OpenTelemetry Collector MCP Server

一个 MCP 服务器实现，它能够动态配置 OpenTelemetry Collector，允许用户通过 MCP 工具添加、移除和配置接收器、处理器和导出器。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器的实现方案，该方案支持对 OpenTelemetry Collector 进行动态配置，从而允许用户通过 MCP 工具来添加、移除和配置接收器（receiver）、处理器（processor）和导出器（exporter）。

flet-mcp-server

Model Context Protocol (MCP) server that dynamically fetches and serves official Flet resources to AI agents, including documentation, controls, packages, and ecosystem components.

reddit_mcp

A Model Context Protocol server for reading public Reddit data and posting authenticated replies, enabling AI agents to interact with Reddit content.

MCP Examples Project

A demonstration project that implements a Model Context Protocol (MCP) server with example tools for calendar, task management, and weather functionality in a Docker container.

mcp-mealie

MCP server for Mealie that exposes its REST API to manage recipes, meal plans, shopping lists, cookbooks, and taxonomy through natural language.

Loxone MCP Server

Enables natural language control of Loxone smart home systems, including lighting, audio, climate, and environmental monitoring, through MCP-compatible clients.

hwp-mcp

An MCP server for reading, writing, and managing Korean Hangul Word Processor (HWP/HWPX) files. It allows users to extract content, fill templates, and create new documents directly through AI assistants.

dnSpy-MCP

A Model Context Protocol server for static .NET assembly analysis, offering decompilation, IL disassembly, metadata inspection, and protection detection tools without executing target assemblies.

Mathematica MCP Server

Enables MCP clients to execute Mathematica code via wolframscript and verify mathematical derivations.

Logica Context

An MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.

cdpilot

Zero-dependency browser automation CLI with 40+ commands. Navigate, click, fill forms, take screenshots, capture network traffic, and more — all via Chrome DevTools Protocol. Built-in accessibility tree snapshots for AI agents (500x fewer tokens than screenshot-based approaches). Works with any Chromium browser already installed. 50KB total, no Playwright or Puppeteer needed.

MySQL Database Server

MCP Server for MySQL databases. Contribute to yuru-sha/mcp-server-mysql development by creating an account on GitHub.

FireCrawl

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients. - mendableai/firecrawl-mcp-server

Scraper.is

Contribute to Ai-Quill/scraperis-mcp development by creating an account on GitHub.

Model Context Protocol Servers

Model Context Protocol Servers. Contribute to luoshui-coder/MCP development by creating an account on GitHub.

MSSQL MCP Server

Contribute to thochi/mssql-mcp-server development by creating an account on GitHub.