发现优秀的 MCP 服务器

mcp-bridge

Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests to an OpenAI-compatible API.

netease-mcp

MCP server that enables AI assistants to search and retrieve music data (songs, lyrics, playlists, albums, artists) from Netease Cloud Music.

promtlab

Self-hosted AI prompt library with collections, tags, version history, team collaboration and scoped API keys (pvlt_\*) with allowed_tools whitelist. OAuth 2.1 discovery + 30 tools for Claude/Cursor/Windsurf.

FastAPI + MCP + Gemini Integration

Enables Gemini AI to interact with a FastAPI application through MCP tools for user management, task management, and dice rolling functionality. Provides natural language access to REST API endpoints including CRUD operations, health checks, and application statistics.

discord-dm-mcp

A tiny MCP server that lets Claude send Discord direct messages through a bot with nothing to host.

Dual Model MCP Server

Queries Claude Sonnet 4.6 and OpenAI GPT-5.5 in parallel via OpenRouter, returning structured multi-perspective responses for comparison and cross-checking.

MCP File Operations Server

A Model Context Protocol server that enables Claude Desktop to perform file operations like reading, writing, listing directories, and managing files through natural language commands.

tilnote-mcp-server

Enables AI assistants to create, read, search, and update notes on Tilnote, plus manage books.

Telegram MCP Server

一个模型上下文协议（Model Context Protocol）服务器，使 AI 助手能够与 Telegram 互动，允许它们搜索频道、列出可用频道、检索消息以及按正则表达式模式过滤消息。

FastAPI MCP SSE

使用 FastAPI 框架实现的服务器发送事件 (Server-Sent Events, SSE)，集成了模型上下文协议 (Model Context Protocol, MCP)，允许 AI 模型访问外部工具和数据源，例如天气信息。

ChatGPT Book MCP Connector

Enables ChatGPT to search for books via Algolia or mock data, returning rich book details.

AWS Terraform MCP Server

A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.

MCP Agent Skills Server

A production-ready MCP server that equips AI agents with dynamic, persistent, and executable skills. It enables secure script execution and progressive disclosure to reduce context window usage.

MCP SSE Cloud Run Proxy

A secure proxy solution for hosting MCP (Model Context Protocol) servers on Google Cloud Run, allowing teams to share access through IAM authentication while bypassing current MCP authentication limitations.

LatentContext MCP Server

A session-scoped memory layer for LLMs that enables AI assistants to explicitly store and retrieve notes, decisions, and context within a single conversation, ensuring focus without cross-session data contamination.

Unity MCP Server

Enables AI agents to query and control the Unity Editor, supporting scene management, GameObject manipulation, asset browsing, play mode control, and real-time editor operations through 52+ tools.

soul-mcp-server

Validate and generate SOUL.md agent identity files. SOUL.md is the open format for persistent AI agent identity — personality, voice, values, and constraints in a machine-readable YAML file.

MCP Blog Project

这是一个 MCP 服务器的示例，用于连接图书服务，用于我的博客。

laravel-forge-mcp

Manages Laravel Forge servers, sites, deployments, SSL certificates, databases, and more through the Model Context Protocol.

git-mcp

Enables AI agents to perform full Git operations including branching, committing, pushing, stashing, rebasing, and more, with safety features and support for advanced workflows like Git Flow and LFS.

USDA MCP Server

Enables plain English queries about US agricultural data, including historical crop statistics from NASS QuickStats and current cash grain prices from AMS Market News.

pontal-mcp

Remote MCP server exposing Monday.com tools for leads and work namespaces via streamable HTTP, enabling Claude agents to list leads/jobs and get updates.

Delx Memory

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware and secret-safe.

iota-agent-mcp

An MCP server that enables AI agents to interact with the IOTA blockchain, supporting wallet management, transaction signing, and Move smart contract development. It provides tools for on-chain queries and CLI operations with a human-in-the-loop security model.

atlas-mcp-server

阿特拉斯 MCP 服务器 (Ātèlāsī MCP fúwùqì)

MemoryMCP

A persistent memory MCP server specialized for Japanese, featuring hybrid search, Ebbinghaus forgetting curve, entity knowledge graphs, and a web dashboard for memory visualization.

pruva-mcp

Remote MCP server for Pruva, enabling AI assistants to manage products, features, and documents over HTTPS with OAuth authentication.

ipython-kernel

An MCP server that connects to existing IPython kernels, allowing Claude to execute code in a shared persistent environment with your IDE.

Rancher MCP Server

A Model Context Protocol (MCP) server that exposes the Rancher Manager v2.x API to LLM clients.

AI Fuzz Testing MCP Server

A Model Context Protocol server for LLM fuzzing and testing, providing secure access to multiple AI providers through a standardized interface.