发现优秀的 MCP 服务器

Open Godot MCP

MCP server for Godot Engine enabling AI to autonomously develop, test, and debug games with deterministic playtesting, multiplayer testing, DAP debugging, LSP integration, and token efficiency.

control-science-literature-mcp

A read-only MCP server for searching control science and engineering papers via OpenAlex, limited to core journals in the field.

Wandering RAG

一个个人 RAG 的 CLI 工具，可以从存储在 Qdrant 中的 Notion、Obsidian、Apple Notes 等数据中检索信息，并将其作为 MCP 服务器公开。

image-vision-mcp

A lightweight stdio MCP server that adds image understanding to AI coding assistants via a single tool that sends images to any OpenAI-compatible multimodal endpoint.

mcp-server-silverbullet

An MCP server that connects a SilverBullet space over its HTTP filesystem API, exposing a scoped prefix of notes to AI agents with read/write/delete capabilities.

Fibaro HC3 MCP Server

Enables control of Fibaro Home Center 3 smart home devices through natural language commands. Supports device control, scene management, lighting adjustments, and RGB color changes with automatic HC3 connection.

python-umcp-calibre

Read-only MCP server that runs inside Calibre as a plugin, exposing the live Calibre library for inspection, search, metadata, and duplicate detection via Streamable HTTP.

CoinMarketCap MCP Server

从 CoinMarketCap API 实时访问加密货币数据。

Verificate MCP

Verificate combines 17 applications each designed to address a separate issue with AI Coding supported with a Frontier AI Model. This allows you to Vibe Code with confidence and even dropped down to a more basic model with a better outcome.

anypoint-connect

CLI + MCP toolkit for Anypoint Platform that enables deploying applications, tailing logs, pulling metrics, and managing API specs with production safety nets.

hasura-mcp-server

Enables read-only interaction with Hasura GraphQL APIs, including table exploration, data preview, and schema introspection.

NotebookLM MCP Server

Enables interaction with Google NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Google Drive, perform AI-powered research and analysis, generate audio podcasts, videos, infographics, and slide decks from notebook content.

Browser MCP Server

Enables AI agents to understand web page structure and content through structured data extraction and element discovery using Playwright, eliminating the need for screenshots.

TypeScript MCP Sample Server

A sample MCP server implementation in TypeScript that demonstrates tool creation with a mock AI completion endpoint. Provides a basic example for developers to learn MCP server development patterns and tool registration.

YellowMCP

Reliability intelligence for remote MCP servers. Agent-native discovery for 1,700+ servers with uptime monitoring and latency benchmarks.

mcp-f1analisys

Enables Formula 1 data analysis through natural language, providing tools like track dominance, lap time analysis, and team performance comparisons.

Google Workspace MCP Server

提供用于与 Gmail 和 Calendar API 交互的工具。 此服务器使您能够通过 MCP 界面以编程方式管理您的电子邮件和日历事件。

mcp-server-axiom-js

@Axiom 的 mcp-server-axiom 的一个兼容 npx 的移植版本

claude-ia-mcp-tools-auth

Enables an MCP server with OAuth authentication, protecting tools like user CRUD operations behind session tokens obtained through a browser-based authentication flow.

Ableton Copilot MCP

一个模型上下文协议服务器，能够与 Ableton Live 进行实时交互，从而使 AI 助手能够控制歌曲创作、音轨管理、片段操作和音频录制工作流程。

rechtspraak-mcp

Enables searching and retrieving Dutch case law (uitspraken) via the Rechtspraak Open Data API, including full text and citation graph exploration.

T1D Manager

Enables Type 1 diabetes patients and caregivers to monitor real-time blood glucose from Dexcom Share, calculate insulin doses, and receive empathetic AI-powered sick day care guidance through natural language interactions.

ShipSwift Component MCP

Paid remote MCP server for ShipSwift providing tools to search SwiftUI components, generate patches, validate dependency policies, and export component receipts.

Kubernetes MCP Server

Enables comprehensive Kubernetes cluster management through kubectl operations and Helm chart management. Supports resource operations, logging, scaling, rollouts, and diagnostics with multiple transport modes and security features.

StockMCP

Enables AI assistants to retrieve real-time US stock market data including prices, company info, financials, and news via MCP tools, using Yahoo Finance as the data source.

SpecShield MCP Server

A read-only API change deploy gate for AI coding agents that analyzes OpenAPI specs to determine if changes are safe to deploy. It provides tools for comparing specs, explaining breaking changes, and generating migration guides.

mcp-server-insumer

MCP server for on-chain attestation and wallet trust profiles across 31 EVM chains and Solana. Privacy-preserving boolean verification, ECDSA-signed responses, compliance templates.

SLayer

Agent-native semantic layer, letting AI agents query databases through specifying intent instead of writing SQL, then compiling structured queries into correct, dialect-aware SQL. Dynamic and expressive, supporting multi-stage queries, time-shifts, and complex join schemas.

Document Q&A MCP Server

A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.

eco-mcp-app

An MCP server that provides live status updates for the Eco via Sirens game server, displaying meteor countdowns, player statistics, and world information directly within Claude Desktop. It also serves as a minimal reference implementation for building MCP Apps in Python without complex tooling.