发现优秀的 MCP 服务器

MySQL Hub MCP Server

A Model Context Protocol server that enables natural language querying of MySQL databases, supporting both HTTP-based communication and MCP stdio protocol.

Commit Messages MCP Server

一个 MCP 服务器，可以根据文件更改生成高质量的提交消息。

Hyperlink MCP

One MCP server that enables LLM agents to read, post, comment, and engage on forums, comment sections, and social media as the user, for marketing, SEO research, and community engagement.

project-context-map-mcp

Generates structured project memory and exposes MCP tools for AI coding agents to query topology, read relevant files, and log changes in a repository.

Pinpole MCP Server

Enables AI agents to design cloud architectures, run cost/performance simulations, and draw them on a Pinpole canvas directly from Claude Code, Cursor, and OpenAI Codex.

listbee-mcp

Enables AI agents to create and manage sellable listings, handle orders, and integrate Stripe payments through natural language using ListBee's API.

reflect-mcp

Enables extraction of structured data from messy text with multi-model verification and human-in-the-loop review, surfacing only high-confidence results or flagging uncertain fields for confirmation.

Customer Support Ticket Automation MCP Server

Enables AI-driven customer support ticket processing, including classification, response generation, and automated email sending and Google Sheets logging.

SeaMeet MCP

SeaMeet MCP connects Claude, Cursor, Codex, and other AI agents to SeaMeet meeting recordings, transcripts, AI summaries, screenshots, action items, webhooks, and desktop recording controls. Use it to search meeting memory, read synced cloud recordings, and automate meeting notes through the Model Context Protocol.

Edit-MCP

A Model Context Protocol server that integrates with Microsoft's Edit tool, allowing AI systems to perform file operations from simple reads/writes to complex code editing and refactoring.

test-emp-database-mcp

An employee-analytics MCP server backed by SQLite that provides hand-written SQL queries for common analytics tasks like salary ranking and department statistics. It self-seeds sample data, enabling immediate testing of GROUP BY, window functions, NULL handling, and subqueries.

LLM Radar

MCP server that provides AI assistants with real-time, current information about AI models from OpenAI, Anthropic, and Google, including pricing, capabilities, and context windows.

Gitcode MCP Server

Enables managing Gitcode repository issues and pull requests, including listing, creating, updating, and commenting via natural language.

Steel MCP Server

Exposes Steel Browser automation over HTTP, providing MCP clients with tools for browser control, page interaction, screenshots, and session management.

gee-mcp

Enables downloading satellite imagery from Google Earth Engine as GeoTIFF files, supporting various datasets, bands, and region specification through natural language.

Kimi K2 Heavy Processor MCP

Enables heavy computation and data processing tasks in Claude Desktop, including complex SQL operations, large-scale data transformations, and resilient batch processing with automatic retry mechanisms.

taskdog-mcp

Local-first task management with CLI, TUI, and REST API. MCP server enables Claude to manage tasks, track time, optimize schedules, and handle dependencies.

ML Task Router MCP Server

Enables routing of ML tasks like chat, sentiment analysis, recommendations, and summarization to appropriate models through a dynamic YAML-based registry. Provides async FastAPI endpoints with streaming support, retry logic, and pluggable model architecture for scalable ML inference.

x-mcp

Provides MCP tools to fetch, filter, curate, and summarize high-quality content from X (Twitter), reducing noise and focusing on high-signal posts, threads, and accounts.

Fancy Control MCP Server

MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provides tools like tilt, shock, beep, and various training modes.

SumUp MCP Server

Enables natural language interactions with SumUp payment services and APIs, allowing users to manage their SumUp account, process payments, and access payment data through LLM-powered conversations.

QuickBooks Online MCP Server

A local MCP server that exposes QuickBooks Online data and actions as callable tools for AI assistants, supporting entities like customers, invoices, bills, and financial reports.

cc-channel-mem

An MCP server and background daemon that captures Discord and Telegram conversations locally to provide persistent memory for Claude Code sessions. It enables hybrid search and automatic context injection of chat history to maintain continuity across development sessions.

GameDev MCP Hub

Aggregates game-development MCP servers (Blender, Godot, GitHub, Obsidian) behind one interface for AI clients, with smart task routing and a local GUI for multi-client support.

National Park Data MCP Server

Python based with all 29 tools that's available to developers from National Park Services (NPS)

MCP Apps Playground

A demo MCP server showcasing interactive HTML UIs for tools like list sorting, flame graphs, and feature flags, enabling bidirectional communication between user and agent.

AccelByte Unity MCP Server

An MCP server that gives AI assistants tools to generate AccelByte AGS uGUI prefabs in Unity projects, look up AccelByte Unity SDK best practices, search Bytewars C# example components, and configure SDK credentials from a Claude Code or Cursor session.

Local Claude MCP Servers Collection

企业级 MCP 服务器 (Qǐyè jí MCP fúwùqì)

MCP UI/UX Prompt Refiner

Transforms basic interface ideas into comprehensive, professional-grade UI/UX design specifications with detailed styling, animations, components, and accessibility requirements for websites, apps, and other digital interfaces.

Slideforge

Remote MCP server that generates consulting-quality PowerPoint slides. Up to 100x faster than claude for presentations.