发现优秀的 MCP 服务器

talkthrough-mcp

Feedback ingestion for AI agents. Record your screen and talk; your agent does the rest — files the bugs, writes the spec, builds the backlog.

Runn MCP Server

Connects AI assistants to the Runn.io resource planning platform to manage projects, people, assignments, and financial forecasts. It provides 37 tools for accessing real-time data and comprehensive reports with built-in caching and role-based access control.

Appwrite MCP Server

Enables interaction with Appwrite's backend services through natural language. Provides tools to manage databases, users, functions, teams, storage, and other Appwrite project resources via API integration.

game-dev-resource-mcp

License-aware game development resource discovery MCP server. Helps AI coding agents find reusable game assets with commercial-use filtering, license classification, and attribution generation.

MCP Server for ETL Orchestration

Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena, and S3, allowing LLM agents to control and monitor data infrastructure.

Workflow MCP Server

Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.

MCP Server Linear

一个 MCP 服务器，提供与 Linear 问题跟踪系统交互的工具，目前支持问题搜索，并计划扩展到问题创建、更新、评论和项目管理。

gdoc MCP

Enables interaction with Google Docs through typed MCP tools, supporting reading, writing, searching, and managing documents via OAuth integration.

bingcn

A Chinese Bing search tool based on MCP protocol, which supports calling through AI tools such as Claude, and can obtain webpage content without API keys.

MCP SNS Server

一个模型上下文协议服务器，它支持与互联网计算机上的服务神经系统（SNS）DAO进行交互，允许用户列出提案、查看神经元、获取系统参数、管理钱包以及对提案进行投票。

skillmcp

Turns any folder of agent skills into a live MCP server, exposing skills_list, skills_get, and skills_search tools with zero-dependency stdio support.

mochi-mcp

Enables creating, managing, and reviewing Mochi flashcards via the Model Context Protocol, supporting card CRUD, deck organization, and spaced repetition review.

mcp-saos

MCP server for Polish case-law (SAOS) — Supreme Court, Constitutional Tribunal, common courts and KIO — with ECLI and verifiable citations.

excel-mcp

Enables reading and writing Excel workbooks (.xlsx) through MCP. Supports listing sheets, tables, pivot tables, reading cell data, exporting to CSV/text/Markdown, and creating/modifying Excel files.

undesirables-mcp-server

35+ tool MCP server for TCG collectibles and AI agents. Vision AI card grading (PSA/Beckett), Monte Carlo price simulation, AI music generation, local image generation, TTS, RAG memory, and financial analytics — all running 100% locally with zero telemetry.

mcp-registry-mcp

An MCP server for managing MCP server registries with health checks, duplicate detection, and configuration portability. It helps prevent MCP sprawl by tracking server health, identifying overlapping tools, and generating portable configurations for different clients.

spaceweather-mcp

A Model Context Protocol server for space weather and geomagnetic conditions, enabling AI agents to answer queries about solar flares, solar wind, geomagnetic storms, aurora forecasts, and more from authoritative data.

MCP Chess Server

Provides Chess.com player data integration, enabling AI assistants to fetch real-time chess player profiles and comprehensive statistics including ratings, game counts, and performance metrics from Chess.com's public API.

Supply Chain MCP Server

Enables supply chain management tasks such as tracking shipments, managing inventory, and supplier scorecards through MCP protocol.

Report Builder MCP Server

Formats AI agent outputs into professional reports, emails, and documents with branding, quality validation, and executive summaries for enterprise AI operations.

agent-replay-mcp

MCP server for recording, replaying, and comparing agent sessions to debug non-deterministic behavior and detect divergence.

Organized AI\n\nA TypeScript client for the Model Context Protocol

一个用于模型上下文协议的 TypeScript 客户端，支持管理多个 MCP 服务器、API 密钥和工具。

map-dronelytics

US drone airspace intelligence and mission planning. 24 MCP tools: check airspace restrictions across 11 FAA data layers, plan grid/orbit/corridor surveys, validate Part 107 compliance, generate pre-flight briefings, and export to KML/GPX/QGC/Litchi/WPML.

mcp-redmine

MCP server for Redmine that provides full read/write coverage of issues, projects, wiki, time tracking, and more through 73 tools via the Redmine REST API.

Unity Editor MCP Server

MCP Unity 服务器，用于将 Unity 编辑器游戏引擎与不同的 AI 模型客户端（例如 Claude Desktop、Windsurf、Cursor）集成。

multi-agent-mcp

An MCP server that exposes web lookup, save note, and list notes tools for a router-research-writer agent pipeline, enabling coordinated multi-agent workflows via the Model Context Protocol.

agnt-lock

Prevents AI agents from overwriting each other's work by providing file locking and coordination via MCP tools.

NSE/BSE MCP Server

An MCP server that provides comprehensive Indian stock market data from the NSE and BSE, including live quotes, historical trends, and fundamental analysis. Users can compare stock performance, track major indices, and access financial statements without the need for an API key.

farebox-mcp

Crypto-native LLM gateway with OpenAI-compatible API and per-token USDC payments on Solana via the x402 protocol.

mcp-python-server

A Python template for creating MCP servers with embedded documentation, featuring example weather service tools using the NWS API.