Discover Awesome MCP Servers

mcp-json-yaml-toml

A token-efficient, schema-aware MCP server that enables AI assistants to safely read, modify, query, and validate JSON, YAML, and TOML files with automatic schema detection and format conversion capabilities.

GitHub Workflow Debugger

一个实用工具，通过分析运行日志、识别常见失败模式，并通过结构化的决策树提供具体的修复建议，来帮助诊断和修复 GitHub Actions 工作流失败的问题。

Cursor DB MCP Server

Enables querying, searching, and analyzing Cursor IDE conversation history from SQLite workspaceStorage databases. Supports exporting chat data in multiple formats and provides workspace utilities for managing conversation data across projects.

Sentry MCP Server

A stateless FastMCP server that enables interaction with multiple Sentry instances, including US, EU, and self-hosted versions, through a single deployment. It provides tools for searching issues, events, and traces, allowing users to monitor and debug applications using natural language.

Puppeteer Swarm MCP

Enables browser automation with concurrent tab pool management using Puppeteer. Supports navigation, content extraction, screenshots, element interaction, and JavaScript execution across multiple browser tabs with auto-recovery and idle timeout features.

CodeChecker MCP

一个用于 Cursor IDE 的代码审查工具，它使用 OpenAI 的 GPT 模型来提供智能的代码分析和建议。

BC Calculator MCP Server

Provides arbitrary precision arithmetic operations and advanced mathematical computations through the Unix bc calculator, supporting complex expressions, mathematical functions, and multi-line scripts with configurable precision.

CB Insights MCP Server

An interface that allows developers to interact with ChatCBI LLM through AI Agents, providing access to CB Insights' conversational AI capabilities.

Google-Workspace-MCP-Server

MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.

ChatGPT Apps SDK Next.js Starter

A minimal MCP server demonstrating how to build ChatGPT-compatible applications using Next.js with widget rendering capabilities. Provides a starter template for integrating Next.js applications with the ChatGPT Apps SDK through the Model Context Protocol.

Webex Mcp Server

一个用于与 Webex Spaces 交互的 NodeJS MCP 服务器

buttplug-mcp - Buttplug.io MCP Server

Buttplug.io 模型上下文协议 (MCP) 服务器

Korean Law MCP Server

Enables real-time search and analysis of Korean laws, legal precedents, and administrative rules through the National Law Information Center Open API, allowing AI agents to access official legal information for contract review, compliance, and legal research.

Claude Crew 🤖

一个用于增强 Claude Desktop 功能，并添加额外工作流程的 CLI 工具

K8s Doctor MCP

AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster health to provide root cause analysis and actionable solutions for common issues like CrashLoopBackOff, OOM kills, and connection errors.

clippy

Gives AI assistants direct access to macOS clipboard - letting Claude copy generated code, text, or files straight to your clipboard for pasting anywhere on Mac.

GearTrade MCP Server

Enables AI assistants to perform cryptocurrency trading analysis and execution with 38+ tools including real-time market data, technical indicators, risk management, and support for both paper trading and live execution on Hyperliquid.

Exa MCP Server

Connects AI assistants to Exa AI's search capabilities for web search, code context retrieval from GitHub repos and documentation, company research, LinkedIn search, and deep research tasks.

GetOutpost MCP Server

Provides real-time Indian options market data and volatility analytics from GetOutpost.in, enabling analysis of implied volatility, realized volatility, volatility risk premium, and skew patterns for data-driven options trading insights on NSE and BSE markets.

Todoist Python MCP Server

A Model Context Profile server that enables Claude to interact with Todoist, allowing users to create, retrieve, update, and manage tasks through natural language commands.

Supabase Management API MCP Server

Enables AI assistants to interact with Supabase projects programmatically, including listing projects, creating new projects, managing SQL snippets, and OAuth authorization through the Supabase Management API.

MJML MCP Server

Enables creation and management of professional email templates using MJML markup language. Provides compilation to responsive HTML, template generation, validation, and component documentation for building email campaigns.

LeetCode MCP Server

A Model Context Protocol server that provides integration with LeetCode APIs, enabling automated interaction with programming problems, contests, solutions, and user data across both leetcode.com and leetcode.cn platforms.

💹 MCP YFinance Stock Server

使用 Python 的实时股票 API，MCP 服务器示例，yfinance 股票分析仪表板

Ndlovu Code Reviewer

Enables AI assistants to perform comprehensive code reviews of local uncommitted changes by combining git diffs with static analysis from linters like ESLint and TypeScript. Returns structured JSON feedback with findings, suggestions, and quality assessments powered by Google's Gemini CLI.

MCP-Devin

一个 TypeScript MCP 服务器，集成了 Devin AI 和 Slack，允许用户创建 Devin 会话，将任务发布到 Slack 频道，并在 Devin 会话和 Slack 线程之间保持线程上下文。

github-mcp-server-wheel

包裹 (bāo guǒ)

Hugging Face Spaces Connector

将 Claude Desktop 连接到 Hugging Face Spaces，只需最少的设置，即可实现图像生成、视觉任务、文本转语音以及与 AI 模型聊天等功能。

lsp-mcp-server

Bridges Claude Code to Language Server Protocol (LSP) servers to enable semantic code intelligence features like navigation, refactoring, and real-time diagnostics. It supports multiple languages including TypeScript, Python, and Rust with multi-root workspace capabilities.