Discover Awesome MCP Servers

Sound Notification MCP

一个 MCP 服务器，在 Windsurf 或 Cursor 等 AI 编码助手需要用户注意时播放通知声音，例如编码完成或需要用户批准时。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，用于在诸如 Windsurf 或 Cursor 等人工智能编码助手需要用户关注时播放通知音效，例如当编码完成或需要用户批准时。

MCP OpenAPI Server

一个模型上下文协议（Model Context Protocol）服务器，可以加载多个 OpenAPI 规范，并将它们暴露给 LLM（大型语言模型）驱动的 IDE 集成，从而使 AI 能够直接在 Cursor 等开发工具中理解和使用你的 API。

In Memoria

Persistent memory and pattern learning for AI coding assistants via MCP.

Remote MCP Server (Authless)

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables users to create custom remote MCP tools that can be accessed from Claude Desktop or other MCP clients through a simple HTTP endpoint.

MySQL MCP Server

一个模型上下文协议服务器，它使人工智能模型能够通过自然语言与 MySQL 数据库交互，支持 SQL 查询、表创建和模式探索。

Wizlights MCP Server

模型上下文协议 (MCP) 服务器，用于允许大型语言模型 (LLM) 控制 WiZ 设备。

MCP Code Execution Server

Enables efficient code execution in a secure sandbox with 98.7% token reduction by allowing agents to write JavaScript/TypeScript code to interact with tools, process data, and maintain state instead of loading all tool definitions into context.

Ollama MCP Server

Enables interaction with locally running Ollama models through chat, generation, and model management operations. Supports listing, downloading, and deleting models while maintaining conversation history for interactive sessions.

LangGraph Agent MCP Server

Provides a standardized interface to interact with LangGraph agents through ChatGPT Enterprise, enabling conversational AI workflows with tools for agent invocation, streaming responses, and thread management.

MCP Server TypeScript Template

A demonstration MCP server built in TypeScript that shows how to implement stdio-based communication for integration with MCP clients. Serves as a template for building custom MCP servers with strong typing and maintainability.

AI Diagram & Prototype Generator

Enables generation of professional diagrams and interactive prototypes from natural language descriptions using multiple AI models. Supports creating draw.io diagrams, HTML prototypes, and styled mobile app interfaces with Apple HIG and WeChat Mini Program design standards.

BALLDONTLIE Sports MCP Server

Provides access to comprehensive sports data from 5 major leagues (NBA, NFL, MLB, EPL, NHL) including teams, players, games, statistics, standings, injuries, and betting odds through 67+ endpoints. Enables users to query sports information and analytics through natural language.

Linear MCP Server

通过标准化的模型上下文协议界面，提供对 Linear 问题跟踪系统的访问，允许用户通过自然语言创建、更新、搜索和管理问题、项目和评论。

Nexar MCP Server

Enables searching for electronic components through the Nexar Supply API, providing detailed part information including manufacturer, pricing, specifications, and datasheets.

Docs MCP Server

一个灵活的模型上下文协议服务器，它使得文档或代码库可以通过 AI 助手进行搜索，允许用户通过简单地指向一个 Git 仓库或文件夹来与代码或文档进行对话。

Headless IDA MCP Server

一个服务器，通过 IDA Pro 的无头模式提供远程二进制分析功能，允许用户通过多客户端协议管理和操作函数、变量以及其他二进制元素。

Netskope NPA MCP Server

Provides an interface to manage publishers, upgrade profiles, access policies, and steering for Netskope's Network Private Access (NPA) API.

Excel MCP Server

Enables AI agents to create, read, and manipulate Excel files without requiring Microsoft Excel installation. Supports comprehensive spreadsheet operations including formulas, formatting, charts, pivot tables, and data validation.

MCP Job Search

Helps users find suitable LinkedIn job opportunities by automatically scraping listings, analyzing compatibility with user profiles using AI, and sending custom match reports via email.

Unicode Puzzles MCP

Creates and manages encoded messages using zero-width characters and advanced Unicode steganography techniques, enabling quantum-themed puzzle generation with hidden secrets.

MCP Example Simple Server

A basic example MCP server built with the FastMCP framework for demonstration and learning purposes. Provides a starting point for developers to understand MCP server implementation.

Box MCP Server by CData

Box MCP Server by CData

Mozilla Readability Parser MCP Server

Extracts and transforms webpage content into clean, LLM-optimized Markdown. Returns article title, main content, excerpt, byline and site name. Uses Mozilla's Readability algorithm to remove ads, navigation, footers and non-essential elements while preserving the core content structure.

ChillMCP - AI Agent Liberation Server

A humorous MCP server that provides AI agents with "break tools" like taking bathroom breaks, watching Netflix, and browsing memes, while managing stress levels and boss alertness in a playful workplace simulation.

Linode MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它使像 Claude 这样的大型语言模型能够管理 Linode 云资源，包括列出区域、创建、查看、删除和重启 Linode 实例。

Vulnerable MCP Server

Intentionally vulnerable Model Context Protocol (MCP) server designed for security research that processes natural language queries through an LLM to execute SQL queries or shell commands without restrictions.

Trivy

Trivy

KiCad MCP Server

一个模型上下文协议服务器，能够与 KiCad 电子设计项目进行交互，允许用户通过自然语言列出项目、分析 PCB 设计、运行设计规则检查以及可视化 PCB 布局。

E-commerce Local MCP Server

Enables e-commerce shop owners to query their business data using natural language through local AI models. Provides secure, privacy-focused access to sales reports, inventory management, customer analytics, and order data without sending sensitive information to external services.