发现优秀的 MCP 服务器

TOOL4LM

A multi-tool MCP server that enhances local LLMs with web search, document reading, scholarly research, Wikipedia access, and calculator functions. Provides comprehensive tools for information retrieval and computation without requiring API keys by default.

agent-passport-system-mcp

Cryptographic identity and trust protocol for AI agents. 38 MCP tools across 8 protocol layers: Ed25519 identity, delegation chains, values compliance, signed communication, policy engine, task coordination, cross-layer integration, and agentic commerce. 264 tests passing.

Pixoo MCP Server

Enables programmatic control of Divoom Pixoo LED matrices to display layered pixel art, animations, and hardware-rendered scrolling text. Users can compose complex visual scenes, push images, and manage device settings like brightness and channels through an LLM.

Game World Sandbox MCP

Enables creation and management of structured game worlds for text adventures and RPGs with character creation, world generation, and natural language interaction through AI integration.

Weather MCP Server

Provides real-time US weather alerts and forecasts using the National Weather Service API.

Obsidian MCP Server

Turn your Obsidian vaults into structured context sources for Claude Desktop with multi-vault support, heading-based editing, and token-efficient search.

PostgreSQL MCP Server

Enables AI assistants to safely interact with PostgreSQL databases through read-only operations, providing schema discovery, table inspection, and query execution capabilities with structured context awareness.

MarkItUp MCP Server

MCP server for MarkItUp's AI image-annotation pipeline. Generate polished marketing-visual variations of any screenshot, regenerate, AI outpaint, and remove backgrounds — powered by Claude analysis + Gemini rendering.

leak-secure-mcp

Enterprise-grade MCP (Model Context Protocol) server for detecting secrets and sensitive information in GitHub repositories. Scans for 35+ types of secrets including API keys, passwords, tokens, and credentials with production-ready reliability features.

Transistor-MCP

MCP server for the Transistor.fm API: manage podcast episodes, analytics, transcripts, and webhooks from your AI agent.

TMDB MCP Server

Provides integration with The Movie Database (TMDB) API for searching movies, TV shows, and people, accessing detailed information, and discovering popular and trending content. Enables AI assistants to access comprehensive movie and television metadata including ratings, cast, crew, and overviews.

Google Workspace MCP Server

A complete MCP server integrating Gmail and Google Docs, enabling email management (list, send, search, reply) and document operations (create, edit, search, share) through natural language.

Unstop MCP

Search competitions, hackathons, jobs, internships, and scholarships on Unstop.com directly from Claude — no browser tab switching needed.

Orbixio Studio

MCP server for generating and managing YouTube video scripts with human-in-the-loop approval.

Python MCP Custom Server

Extends Claude Desktop with custom tools for file management, system operations, and command execution. Supports creating/reading/deleting files, directory listing, system information retrieval, and file searching capabilities.

actiongate

Pre-execution safety layer for autonomous agent wallets. Risk scoring, transaction simulation, and policy enforcement via MCP.

BrowserTools MCP

一个浏览器监控和交互工具，它使人工智能应用程序能够通过 Chrome 扩展程序捕获和分析浏览器数据，支持控制台监控、屏幕截图、DOM 分析和网站审计等功能。

MCP Server Reddit

镜子 (jìng zi)

Context Snipe

Deterministic dependency + CVE context for AI coding tools, over the Model Context Protocol. A ~0.85 MB pure-Rust MCP server.

Minecraft MCP Server

Enables querying Minecraft Java server status through a remote MCP server deployed on Cloudflare Workers, with no authentication required.

Rememberizer Vector Store MCP Server

Enables LLMs to interact with Rememberizer Vector Store for semantic search, document creation, deletion, and modification.

mcp-google-sheets

一个模型上下文协议服务器，与 Google Drive 和 Google Sheets 集成，使用户能够通过自然语言命令创建、读取、更新和管理电子表格。

Meta Cloud API MCP Server

Enables Claude to manage WhatsApp templates, flows, and send messages through the WhatsApp Cloud API.

dealflowpro-mcp-server

Multifamily real estate deal analysis — analyze deals, score properties, calculate max offer prices, and look up market data. Four tools for underwriting 2-200 unit apartment properties.

sci-bot-mcp

AI-powered research assistant MCP server for searching academic papers and answering research questions with DOI citations.

Deep Research MCP Server 🚀

使用 Gemini 的 MCP 深度研究服务器创建研究型 AI 代理

SafetyOps MCP Server

Enables AI assistants to query workplace incident data using RAG, providing search, analysis, and corrective action plans.

Clover MCP Server

使 AI 代理能够通过安全的 OAuth 身份验证 MCP 服务器访问和交互 Clover 商户数据、库存和订单。