Discover Awesome MCP Servers

Bear MCP Server

一个模型上下文协议服务器，允许像 Claude 这样的人工智能助手以安全的只读模式读取来自 Bear 笔记应用程序的笔记。

MCP SubMatcher

An MCP server that automatically renames local subtitle files to match corresponding videos using statistical token matching and episode verification. It enables users to scan media directories, preview matches, and manage subtitle configurations through natural language commands.

MCP Hardware Access Library

A Python framework that enables secure hardware control through the Model Context Protocol, allowing AI agents and automation systems to interact with physical devices across multiple platforms.

figma-pilot

Enables AI agents to create, modify, and manage Figma designs through natural language commands via a specialized MCP server and plugin bridge. It supports a wide range of operations including element creation, property modification, component management, and accessibility checks.

Python MCP Sandbox

一个交互式的 Python 代码执行环境，允许用户和大型语言模型 (LLM) 在隔离的 Docker 容器中安全地执行 Python 代码并安装软件包。

MCP File Compaction

Reduces Claude's context window costs by automatically summarizing inactive files to their public interfaces using AST parsing, keeping only the full contents of the currently active file.

All-in-MCP

Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

Chrome MCP Server

一个模型上下文协议服务器，它使 AI 助手能够通过 Chrome 开发者工具协议控制 Chrome 浏览器，从而实现导航、点击、输入和提取页面信息等功能。

Zoho Books MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Zoho Books (beta): https://www.cdata.com/download/download.aspx?sku=GZZK-V&type=beta

Guess Number MCP Server

Enables users to play a number guessing game through a remote MCP server deployed on Google Cloud Run. The server tracks game state per user and maintains conversation logs for an interactive guessing experience.

Gmail API MCP Server

This MCP server provides a natural language interface to the Gmail API, allowing users to interact with Gmail functionality (like emails, threads, labels, etc.) through the Model Context Protocol.

Browser Tools MCP Extension

Enables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.

MCP Web Worker Demo

MCP 演示，客户端和服务器作为 Web Worker 从 Web UI 运行

FastAPI-MCP

Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preserving existing authentication, schemas, and documentation. It enables seamless integration of FastAPI services into MCP ecosystems using a native ASGI transport layer.

Claude Relay

Enables real-time communication between Claude Code instances across multiple machines via WebSocket, allowing context sharing, task handoffs, and coordination between sessions.

Enkrypt AI MCP Server

将AI安全分析、红队测试和提示词审计直接集成到与MCP兼容的客户端中，例如Claude Desktop和Cursor IDE，从而可以实时分析提示词并检测越狱尝试。

Discord Notification MCP Server

Enables Claude Code to send notifications to Discord channels via webhooks when tasks complete, errors occur, or user intervention is needed. Deployed serverlessly on Cloudflare Workers with support for rich message formatting and embeds.

PerfDog to Tableau MCP Server

Automates downloading mobile game performance data from PerfDog and converts it to Tableau-ready CSV format with device statistics, FPS metrics, and time-series data.

Slack MCP Server

Enables interaction with Slack workspaces to manage channels, post messages, add reactions, view message history and threads, and retrieve user profiles through the Model Context Protocol.

GetMailer MCP Server

Enables sending transactional emails through GetMailer from AI assistants. Supports email operations, template management, domain verification, analytics, suppression lists, and batch email jobs.

StarRocks MCP Server

A TypeScript implementation of a Model Context Protocol server that enables interaction with StarRocks databases, supporting SQL operations like queries, table creation, and data manipulation through standardized MCP tools.

Cairo Coder

The most powerful open-source Cairo code generator.

Parallels RAS MCP Server

A read-only MCP server that provides visibility into Parallels Remote Application Server infrastructure, policies, and sessions through the RAS REST API. It enables AI assistants to query site settings, published applications, and license status without performing any modifications.

Solar2D MCP Server

Enables AI assistants to run, debug, and interact with Solar2D projects by capturing Lua logs, taking screenshots, and simulating touch events. It streamlines game development through automated simulator configuration and real-time visual analysis.

Weather MCP Server

Provides real-time weather information for any city worldwide using the Open-Meteo API, returning current temperature, wind speed, and geographic coordinates through a containerized MCP server.

IBM Informix MCP Server by CData

IBM Informix MCP Server by CData

Bio-MCP BLAST

Enables AI assistants to perform NCBI BLAST sequence similarity searches through natural language, supporting nucleotide and protein searches, custom database creation, and multiple output formats.

Fetch MCP Server

Enables fetching and converting web content into various formats including HTML, JSON, plain text, and Markdown. It supports custom request headers and provides specialized tools for on-demand web data retrieval and transformation.

IRIS ObjectScript MCP Server

Provides access to InterSystems IRIS ObjectScript documentation, examples, and intelligent search tools. Enables developers to query documentation, search class references, and access official IRIS resources through natural language.

VibeCheck MCP Server

An AI-powered security audit tool that analyzes codebases for vulnerabilities using real-time data from MITRE CWE and npm audit. It enables deep analysis of authentication, API security, and dependencies to provide structured findings and remediation steps.