发现优秀的 MCP 服务器

MCP Chat

A CLI chat application that enables interactive AI conversations with document retrieval and command-based prompts through the Google Gemini API, integrating MCP tooling for extensible server interactions.

HR Assist MCP Server

Agentic HR assistant providing employee, leave, meeting, ticket, and email tools over the Model Context Protocol, designed to automate onboarding workflows via an MCP client such as Claude Desktop.

Azure DevOps MCP Server by Zubeid Hendricks

用于 Azure DevOps API 的 MCP 服务器，支持项目管理、存储库操作等。

mcp-statbank-md

Enables querying tables from Moldova's National Bureau of Statistics via PxWeb, supporting metadata lookup and data retrieval.

Harpia Omnichannel MCP

Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge agents, permitindo orquestração de ferramentas e respostas de voz.

tmap_mcp

基于 Tmap REST API 构建 MCP 服务器

Coding Tools MCP

A Rust + Tauri 2 desktop application that turns local project folders into persistent MCP workspaces, enabling AI agents to read files, modify code, run commands and tests, check Git status, and maintain cross-conversation development context through historical checkpoints, with built-in WSS/FRP/Cloudflare tunnels and OAuth for connecting to ChatGPT.

bimq

Read-only BIM query server for agents: structured, policy-bounded queries on IFC/gbXML models with deterministic cited results.

sqlite-memory-mcp

Provides persistent memory, skill tracking, failure indexing, and context sharing for Claude Code using SQLite with FTS5 full-text search.

SeekCode

A clean and efficient code snippet and clipboard m

Flight MCP Server

A real-time flight tracking interface for LLMs that connects AI assistants to live aircraft data from ADS-B Exchange, enabling searches by location, specific flight tracking, military aircraft monitoring, and aviation pattern discovery.

MCP Feishu Project Manager

一个模型上下文协议服务器，使 AI 助手能够与飞书项目管理系统交互，从而可以检索项目视图和工作项。

Google Threat Intelligence MCP Server

Enables AI assistants to access Google's Threat Intelligence suite for file analysis, indicator of compromise searches, and reputation checking. It supports both local and cloud-based deployments for investigating campaigns, threat actors, and malware families.

Purple Flea Trading

Perpetual futures trading API for AI agents. Access 275+ markets (crypto, stocks, commodities, forex) via Hyperliquid. Copy trading, leaderboard, up to 50x leverage. No KYC. 20% referral commissions.

MCP-manychat

MCP server for ManyChat API integration that enables Claude and other AI assistants to manage subscribers, tags, custom fields, flows, and send messages through natural language.

xsMCP

🤖📎 用于快速构建客户端/服务器的超小型 MCP SDK。

draft-mcp-server

Enables AI assistants to draft content such as PR descriptions, tickets, or messages, with a review window for live preview, editing, and approval before submission.

production-mcp-server

MCP server that exposes immutable CAN signal and MISRA reference facts as read-only resources and provides a human-gated defect filing tool with tamper-evident audit logging.

0-mcp

Turns Django models into MCP tools and a REST API from a single class, and can generate a Django project from a MySQL or Postgres schema.

Colour Memory API

40-tool colour intelligence API for AI agents. Cultural risk, archive-verified colour naming, palette generation, WCAG accessibility, material physics, ecommerce copy, and image generation briefs. 16,682+ named colours across 43 cultural archives.

iCloud Email MCP Server

A Model Context Protocol (MCP) server that enables Claude Desktop to interact with iCloud email accounts. This server provides full email functionality including reading, sending, and managing emails through your iCloud account.

Notion MCP Server

Stateless MCP server exposing the full Notion API as 33 tools, enabling users to manage pages, databases, blocks, comments, users, and file uploads using their own integration token.

legalize-mcp

Provides tools for querying Korean laws, precedents, administrative rules, and ordinances via GitHub REST API, enabling natural language access to legal data.

MCP Base

一个通用的模型上下文协议框架，用于构建 AI 驱动的应用程序，它提供了标准化的方法来创建 MCP 服务器和客户端，以便集成 LLM，并支持 Ollama 和 Supabase。

Kaggle MCP Server

Zero-config MCP server that enables AI assistants to search and preview Kaggle datasets directly, with smart token trimming for efficient context usage.

@penqwin/mcp

An AST-based MCP server that provides token-efficient codebase skeletons to LLM agents, reducing context token usage by 80-95% by exposing structural information instead of full source files.

GitLab PR Analysis MCP Server

将 GitLab 合并请求分析与 Confluence 文档集成，允许用户获取合并请求详情、分析代码变更，并将分析结果存储在 Confluence 页面中。

cnki-search

MCP server for searching Chinese academic literature from CNKI Space, returning metadata such as title, authors, year, and links, and retrieving abstracts and degree details. Enables agents to query CNKI without an account.