发现优秀的 MCP 服务器

MCP Server Trending

一站式热门榜单聚合MCP服务器，让AI助手能够实时查询GitHub、Hacker News、Product Hunt等27+平台的热门内容，专为独立开发者和技术创业者设计。

Uyuni MCP Server

Bridges LLMs with Uyuni infrastructure management, enabling natural language system administration such as inspecting systems, managing updates, and scheduling actions.

GitHub Code Search MCP Server

Enables searching GitHub code with filters and reading arbitrary file contents from any repository via MCP.

Flappy Bird MCP App

Provides a fully playable Flappy Bird game that runs inline within AI chat clients. It enables users to launch the game, submit scores, and track session high scores using Model Context Protocol tools.

MCP App Template

An AI-agent-first framework for building MCP servers that deliver interactive React widgets directly within AI chat interfaces like ChatGPT and Claude. It includes automated visual testing and a zero-config local development environment designed for autonomous agent workflows.

cypher-mcp

Monetized graph answers over Bitcoin Lightning. Sells priced answers from a graph via operator-authored, parameterized, named Cypher query templates.

summon-mcp

Self-evolving knowledge graph for AI agents — persistent memory that gets smarter with every interaction.

codex-microsoft-todo-mcp

A local MCP server that lets Codex and other MCP clients manage Microsoft To Do tasks through Microsoft Graph, supporting listing, creating, updating, and completing tasks.

feishu-doc-mcp

飞书云文档 MCP Server，为 Claude Code 提供飞书文档的创建、读取、编辑能力，支持 OAuth 认证和 token 自动刷新。

WAHA WhatsApp MCP Server

Enables Claude to interact with WhatsApp through a unified backend API, providing 20 tools for messaging, media, groups, contacts, and chat management.

react-render-profile-mcp

Enables AI agents to profile React applications, detect performance bottlenecks, and automatically apply fixes like memoization and code hoisting.

Adobe Journey Optimizer Content API MCP server

Enables interaction with Adobe Journey Optimizer content through the Content API, supporting sandbox configuration and secure credential management.

MCP数据库查询服务

一个基于Model Context Protocol的SQLite数据库查询服务，为AI应用提供标准化的数据库访问、安全的SQL查询执行以及表结构预览功能。

gmail-research-mcp

A read-only Gmail MCP server that searches email, fetches complete threads, and stores them as local Markdown and JSON for offline analysis by other agents.

qa-automation-mcp-plugin

Enterprise web automation testing MCP server that controls local Chrome via Playwright CDP, providing tools for page element analysis, interaction, dynamic layer exploration, VTable scene graph, test recording, and Shadcn-style Excel export.

Metro MCP

Enables users to interact with Washington DC Metro (WMATA) transit system through natural language queries. Provides real-time train arrivals, service alerts, station information, trip planning, and accessibility updates.

@aiwerk/mcp-server-ghl

Enables AI agents to interact with the GoHighLevel (GHL) CRM and marketing automation platform through 576 tools covering contacts, opportunities, conversations, calendars, invoices, payments, campaigns, and other business operations.

Ludus FastMCP

Enables AI-powered management of Ludus cyber range environments through natural language commands. Provides 157 tools for range lifecycle management, scenario deployment, template creation, Ansible role management, and SIEM integration for security testing and research.

mcp-system-monitor

Enables Claude to monitor CPU, memory, disk, processes, network connections, Docker containers, and system logs for system diagnostics and troubleshooting.

ShotFlow

An MCP server enabling AI-generated content orchestration by exposing vendor-agnostic tools for video, image, and audio generation through SOP-driven workflows.

MCP Café

Simulates technical discussions with various agent profiles to help solve engineering problems through coffee breaks, walks, or showers.

hive-execute

MCP server for declarative intent execution. Agents submit intents — transfers, swaps, multi-hop routes — and the engine resolves and executes them atomically.

Modern Control Protocol (MCP) Server

一个现代的、可扩展的 MCP 服务器实现，支持多个 AI 提供商、高级监控和强大的对话管理。

linear-local-mcp

Enables fast, local-only read access to Linear data via the macOS cache, allowing listing, searching, and filtering issues, users, teams, and states without API calls.

google-scholar-mcp

Enables AI assistants to search and analyze Google Scholar publications, authors, citations, and download papers.

MCP-AppleScript

A local MCP server that provides a secure bridge for automating macOS applications like Notes, Calendar, and Mail through AppleScript. It uses template-based execution and policy-based allowlists to enable safe, structured interaction with system tools.

ickyMCP

RAG-powered document search server that enables semantic search across large collections of legal and business documents (PDF, Word, Excel, PowerPoint) using local embeddings with no API costs.

mcp-forge

A FastAPI-style framework for building MCP servers in Python, enabling declarative tool definitions with automatic schema validation and multiple transport options.

mnemo

MCP server providing persistent, local-first memory for AI agents via Markdown files in a git repo, with search, branching, and auditability.