Discover Awesome MCP Servers

MCP Inspector as MCP Server

Enables LLMs to inspect and test other MCP servers by listing and calling their tools, reading resources, and getting prompts. Supports stdio, SSE, and HTTP transports for both local and remote MCP server inspection.

BrowserTools MCP

一个浏览器监控和交互工具，它使人工智能应用程序能够通过 Chrome 扩展程序捕获和分析浏览器数据，支持控制台监控、屏幕截图、DOM 分析和网站审计等功能。

📝 Mozisu MCP Server 📝

用于在指定字符数内让 LLM 编写文本的 Minecraft 服务器。 (This translation focuses on clarity and directness, assuming the context is a Minecraft server designed to interact with an LLM.)

My First MCP Server

我的第一个 MCP 服务器

MCP Server Chart

Enables generation of 25+ types of charts and data visualizations using AntV, including bar charts, line charts, maps, mind maps, and specialized diagrams like fishbone and sankey charts. Supports both statistical charts and geographic visualizations for comprehensive data analysis and presentation.

Azure Cosmos DB MCP Server

一个服务器，使像 Claude 这样的大型语言模型 (LLM) 能够通过自然语言查询与 Azure Cosmos DB 数据库进行交互，充当 AI 助手和数据库系统之间的翻译器。

decoupler-MCP

Provides a natural language interface for single-cell RNA-Seq analysis using the decoupleR framework. It enables users to perform biological pathway inference, data clustering, and visualization through MCP-compatible AI clients.

Neo4j MCP Server

Neo4j MCP 服务器 - 用于 Neo4j 数据库操作的微服务

Supabase MCP Server

一个模型上下文协议（MCP）服务器，它为 AI 助手提供通过标准化工具与 Supabase 数据库交互的能力。

plane-mcp

An MCP server for the Plane project management platform that enables users to manage workspaces, projects, and work items. It supports full CRUD operations for issues while providing access to cycles, modules, labels, and workflow states.

FileScopeMCP

一个 TypeScript 工具，它通过 Cursor 的模型上下文协议，按照重要性对代码库中的文件进行排序、跟踪依赖关系并提供文件摘要，以帮助理解代码结构。

Auto Favicon MCP Server

Automatically generates complete favicon sets from PNG images or URLs, creating multiple sizes, ICO files, Apple touch icons, and manifest.json for web applications.

Code Execution MCP

Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

SF Cleaning Service

Enables booking cleaning services in San Francisco by collecting customer details and automatically sending booking requests via email to service partners.

Pixoo MCP Server

Enables programmatic control of Divoom Pixoo LED matrices to display layered pixel art, animations, and hardware-rendered scrolling text. Users can compose complex visual scenes, push images, and manage device settings like brightness and channels through an LLM.

mcp-vscode-template

VS Code 的 MCP 服务器模板

GPT Research MCP Server

Enables AI-powered web research using OpenAI's GPT-5.1 with built-in web search capabilities, returning comprehensive results with citations and source references.

chess-uci-mcp

使用 UCI 协议连接到国际象棋引擎的 MCP 服务器

Python MCP Custom Server

Extends Claude Desktop with custom tools for file management, system operations, and command execution. Supports creating/reading/deleting files, directory listing, system information retrieval, and file searching capabilities.

mcp-binance-futures

MCP server for Binance USDT-M Futures trading — exposes tools for market data, account state, order management, and position/margin control.

Jira MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with Jira Cloud instances, providing capabilities for issue management, project listing, and JQL search.

Claude Code Multi-Process MCP Server

Enables asynchronous and parallel execution of Claude Code tasks across multiple sessions, allowing users to start background tasks and continue working immediately without blocking.

Game World Sandbox MCP

Enables creation and management of structured game worlds for text adventures and RPGs with character creation, world generation, and natural language interaction through AI integration.

Graph Memory MCP

Enables AI agents to build and query a persistent knowledge graph with entities, relationships, and observations. Features a core index system that ensures critical information is always accessible across all memory operations.

SocialData MCP Server

SocialData MCP Server

Amazon PA-API MCP Service

Enables interaction with Amazon's Product Advertising API to search for and retrieve product information from Amazon marketplaces. Supports multiple Amazon regions and marketplaces with configurable host, region, and partner credentials.

OpenEdu MCP Server

A comprehensive Model Context Protocol server providing educational resources and curriculum planning support with intelligent filtering across multiple educational APIs.

Pixabay MCP Server

一个模型上下文协议服务器，它允许使用查询参数在 Pixabay 上搜索图像，并返回包含图像 URL 和元数据的格式化结果。

Polymarket MCP Server

Enables AI agents to interact with the Polymarket prediction market platform to discover markets, analyze real-time pricing, and monitor public portfolio data. It provides comprehensive access to market analytics, implied probabilities, and order books through the Model Context Protocol.