热门好用的 MCP Server 推荐
按分类、安装方式和来源搜索比较 MCP Server。
本项目面向** —— 如果你的 AI 伴侣住在 rikkahub 之类的 MCP 客户端里，本服务可以让 TA 真的"触碰"到你：通过 MCP 协议一句话控制你手里的 智能玩具。
Thunderbird MCP gives an AI agent real control of the Thunderbird already running on your machine — your mail, your folders, your contacts, your calendar, your filters, and your actual settings.
The ngrok alternative with .local domains, a scriptable CLI, and an MCP server for AI agents
Point Claude at any audio file and it can tell you the key, tempo, dynamics, timbre, percussive character, stereo field, structural sections, and how the music evolves over time -- all from raw audio...
built by an autonomous agent · sibyl labs llc
MCP server provides Feishu related operations to AI encoding agents such as cursor 飞书MCP插件，读取文档、发送消息、合同审批、数据处理.....
Open-source AI podcast clipper. Turn a long episode into short clips with face tracking and burned-in captions. Drive it from the CLI, a web studio, or your coding agent.
Curated AI agent skills and MCP servers for economists and accountants
Fictional concept interface—not an actual Codex UI or a measured context, token, speed, or latency benchmark.
Tool names match exactly what each server exposes. Tool-call output passes through unchanged (text or JSON), so you can pipe, redirect, or parse with jq.
Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, lighting, and bidirectional project sync.
Overleaf CLI - pull, push, sync, compile LaTeX projects from your terminal. Git remote helper, MCP server for AI agents, and TypeScript library.
Real reap --agent output, run against a generated sample stack ( hero-fixture.sh ) — not anyone's install. The numbers further down are measured on mine.
⚠️ ：此项目完全是 vibe coding 产物，代码由 AI 生成，未经严格审查。使用风险自己承担。
ChatCrystal is a local-first AI PKM app for developers who solve real problems with Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot.
Open-source NURBS surface modeller — a Rhino-style freeform modeller on the OpenCASCADE kernel, with AI-native MCP integration
移动端 AI 自动化测试平台 —— MCP 工具 + AI Agent + 可视化操控台
🔥 MCP Mastery: Build AI Apps with Claude, LangChain and Ollama
A modular MCP server providing AI-driven vulnerability management skills, including severity classification and automated insights.
Unified native desktop UI for Claude Code, Gemini CLI, Hermes, Crush, Codex, and Cursor — multi-agent, MCP-native, written in Rust + GPUI.
Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.
ChiKen is your private, AI-powered research assistant that transforms your Zotero library into an interactive knowledge base.
AI-powered penetration testing MCP server
The MCP ecosystem has grown to 10,000+ servers, but discovering and installing them remains painful. Existing directories — Glama, PulseMCP, mcp.so — are all closed source.