发现优秀的 MCP 服务器

Note Taking AI MCP

Note Taking AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Antigravity Codex MCP

A controlled Model Context Protocol bridge that lets OpenAI Codex delegate work to Google Antigravity CLI on demand, with project-scoped opt-in and read-only delegation.

ones-wiki-mcp-server

ones-wiki-mcp-server

Out of Context

An MCP server for managing contextual data as markdown files with metadata, enabling agents to save, retrieve, search, and delete contexts using simple CRUD operations.

LinkedIn MCP Server

一个模型上下文协议（MCP）服务器，它支持通过 Claude 和其他 AI 助手与 LinkedIn 进行交互。该服务器允许您抓取 LinkedIn 个人资料、公司、职位，并执行职位搜索。

Git MCP Server

Provides comprehensive Git functionality to MCP clients, enabling users to manage repositories through operations like commits, diffs, and branch management via natural language. It automatically detects the current working directory and supports multi-project workflows across different local environments.

PlayVideo MCP Server

Enables AI assistants to manage videos on PlayVideo, including collections, videos, webhooks, embed settings, API keys, and account management.

Weather MCP Server

Enables real-time weather queries for 12 major Chinese cities and global cities via wttr.in API, with tools like get_weather and list_supported_cities.

omarchy-mcp

Enables AI assistants to manage Omarchy desktop themes, including listing, switching, previewing, installing, removing, and rotating backgrounds.

SIEMen

Enables AI agents to read, write, and search security findings, engagement memory, and semantic triage via MCP tools on Cloudflare Workers.

design-system-mcp

Creates a local MCP runtime for design-system repositories, enabling AI coding agents to look up and use real components, icons, and tokens instead of guessing.

py-mcp-students

Enables LLMs to manage student records through natural language by wrapping a simple HTTP student server's endpoints as MCP tools.

io.github.AIops-tools/proxmox-aiops

AI-powered MCP server for managing Proxmox VE VMs and containers with built-in governance, audit logging, and reversibility.

mcp-atlassian-extended

An MCP server that extends Jira and Confluence with tools for issue management, agile boards, attachments, and calendars.

supply-chain-local-agent

Read-only MCP server for a local-first supply chain knowledge base, enabling knowledge search with source evidence, internal system troubleshooting, vendor documentation fallback, vessel tracking, and work handoff preparation.

email-on-acid-mcp

An MCP server exposing every documented Email on Acid API v5 request as a tool — 24 tools across authentication, email client lists, email rendering testing, and spam testing.

abs

Enables an MCP client to discover ABS datasets, inspect SDMX dimension order and codelists, and run bounded statistical-data queries against the Australian Bureau of Statistics Data API.

MCP HTML Deployment Server (Nginx Static File Hosting)

Enables LLMs and clients to upload, deploy, and manage static websites (HTML/CSS/JS) on a server with Nginx, supporting API key authentication and customizable site TTL with automatic cleanup.

GPA Backend Test Analyst MCP

Enables backend test quality analysis for GPA e-commerce, including coverage analysis, reverse engineering, architecture mapping, and test suite generation.

coach-memory

A personal career-coach memory service that ingests coaching logs, embeds them for semantic search, and exposes the memory to Claude clients via MCP, with a Next.js dashboard for browsing.

dfxm-geo-mcp

MCP server that lets AI clients drive the dfxm-geo dark-field X-ray microscopy forward model, enabling config validation, reflection enumeration, and preview-scale simulations.

Mcp_server_memory

MCP 演示 (MCP yǎnshì)

kayamcp

Enables AI agents to visually interact with LibreSprite for real-time pixel art creation and automated drawing with self-healing capabilities.

@droptocdn/mcp-server

Upload files to Drop to CDN and get instant public CDN URLs via MCP.

lobbyvoices-mcp

Official remote MCP server for Lobby, the bilingual AI receptionist. Five free no-auth tools: business phone scripts and IVR menus (English + Mexican Spanish), ElevenLabs agent system prompts, missed-call cost math, and a hire-a-receptionist verdict.

Supabase MCP Server - Self-Hosted Edition

Enables comprehensive management of self-hosted or cloud Supabase instances with 54+ tools for database operations, authentication, storage, real-time subscriptions, migrations, monitoring, and security auditing.

Model Context Provider (MCP) for Penetration Testing

用于渗透测试的 MCP 服务器。 欢迎贡献者！

Vantex-Security-A

This MCP server provides secure access to databases for AI agents, enforcing authentication, authorization, human approval, logging, and notifications to prevent dangerous actions.

Lanhu MCP Server

Connects AI assistants to Lanhu design collaboration platform for analyzing Axure prototypes, downloading UI designs, and enabling team knowledge sharing through a collaborative message board that breaks AI IDE silos.

linkedin-mcp-server

An MCP server that lets AI assistants read LinkedIn data through the user's logged-in browser session, providing tools for profiles, companies, job searches, messaging, and feeds.