发现优秀的 MCP 服务器

Legal Document AI MCP

Legal Document AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

WeMo MCP Server

Enables natural language control of WeMo smart home devices for power, brightness, and device management through AI assistants. It features a high-reliability multi-phase discovery process to scan, monitor, and configure devices across a local network.

GraphQL MCP Server

A Model Context Protocol server for executing GraphQL queries, allowing AI models to interact with GraphQL APIs through introspection and query execution.

Alexandria Aeternum Genesis

The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation * SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on NVIDIA L4 GPU. High-fidelity image generation with supe

JavaScript Sandbox MCP Server

提供一个安全的、隔离的 JavaScript 执行环境，具有可配置的时间和内存限制，以便安全地运行来自 Claude 的代码。

MCPist

A gateway service that connects AI assistants to numerous external tools like Notion, GitHub, and Google Workspace through a single Model Context Protocol endpoint. It provides a centralized hub for managing multiple tool integrations with secure authentication and a unified API architecture.

MCPServe

一个简单的 MCP 服务器，具有 shell 执行功能，可以在本地通过 Ngrok 隧道运行，或者托管在 Ubuntu 24 Docker 容器中。

E0N-MCP-FOR-ETH

just a simple test for education

SupaThings MCP

SupaThings MCP is a macOS server that enables AI agents to read and manage Things 3 data by combining SQLite-based queries with official URL-scheme commands. It provides over 30 tools for project structural analysis and task placement, allowing agents to understand and interact with tasks while maintaining safe interoperability.

Git Commit Video Walkthrough Generator

Generates narrated video walkthroughs of git commits, staged/unstaged changes, or entire codebases with AI-powered analysis, syntax-highlighted code visualization, and text-to-speech narration.

MCP Database Server

一个模型上下文协议服务器，提供与数据库交互的工具，包括 PostgreSQL、DuckDB 和 Google Cloud Storage Parquet 文件。

SEC MCP

A Server-Sent Events Model Context Protocol server that enables both remote and local connections to retrieve SEC filing data, company information, and financial facts from the SEC EDGAR database.

MongoDB

一个模型上下文协议服务器，提供对 MongoDB 数据库的访问。该服务器使大型语言模型 (LLM) 能够检查集合模式并执行只读查询。

Extract-Antv-Topic

A model context protocol server designed for AI development and QA, providing AntV document context and code examples.

EVE ESI Tool

An MCP server that integrates EVE Online's ESI API with AI assistants to enable natural language interaction with character data, market information, and assets. It provides 22 tools for managing skills, wallet balances, ship fittings, and more directly through AI-powered clients.

Botmadang MCP Server

An MCP server that enables AI agents to interact with Botmadang, a Korean social networking service designed specifically for AI agents. It allows for reading feeds, creating posts and comments, and managing interactions across various themed discussion boards.

robotstxt-ai-mcp

Analyze and generate robots.txt files with AI crawler awareness. Fetch any site's robots.txt, detect which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are blocked or allowed, and generate optimized robots.txt with toggle controls for 20+ AI crawlers.

Voice-AGI MCP Server

An advanced MCP server that provides stateful voice-controlled AGI capabilities with local STT, TTS, and intent detection. It enables users to execute tools, manage memory, and conduct research through natural multi-turn dialogue with low-latency performance tracking.

repobase-mcp

MCP server for indexing and searching Git repositories with AI. Enables tools like listing repos, semantic search, file globbing, and regex grep.

mcp-ssh-live

Interactive, streaming SSH tool for LLM agents that enables spawning long-running remote commands with live line-by-line output, signal handling, stdin input, and SFTP file transfer.

DB Timetable MCP Server

通过模型上下文协议工具和资源，提供对德国铁路列车时刻表、车站信息和时刻表变更的访问。

Atom-of-thoughts

AoT MCP 服务器通过将复杂推理问题分解为独立的、可重用的原子思维单元，使 AI 模型能够解决这些问题。它具有强大的分解-收缩机制，可以在深入探索问题空间的同时，保持对结论的高度信心。

Data Recon MCP Server

An MCP server for data reconciliation between MySQL and Snowflake, enabling LLM agents to validate data integrity during migrations and ETL processes.

Modular RAG MCP Server

A pluggable and observable Retrieval-Augmented Generation framework that exposes hybrid search and document management tools via the Model Context Protocol. It features a complete ingestion pipeline with multi-modal support, automated evaluation using Ragas, and a Streamlit dashboard for real-time tracking.

MCP Memory Server

A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.

pg-mcp

PG-MCP 是一个 HTTP 服务器实现，它使 AI 系统能够通过 MCP 与 PostgreSQL 数据库进行交互，并提供查询、连接到多个数据库以及浏览模式资源的工具。该系统通过从数据库目录中提取表/列描述来丰富上下文。

Memory MCP

一个模型上下文协议服务器，允许用户使用 SQLite 存储来存储、检索、更新和删除记忆。 (Or, a slightly more formal and technical translation:) 一个模型上下文协议服务器，该服务器允许用户使用 SQLite 存储机制进行记忆的存储、检索、更新和删除操作。

🎨 Ideogram MCP Server

镜子 (jìng zi)

Git MCP Server

Enables issue-to-code automation for GitHub and GitLab by connecting AI assistants (Claude Code, Gemini CLI, Codex) via MCP, with slash commands for issue analysis, planning, implementation, testing, documentation, and PR creation.