Discover Awesome MCP Servers

Todoist AI MCP Server

Enables AI agents to access and modify Todoist accounts to manage tasks and projects on the user's behalf. It provides a suite of tools for task operations and supports interactive UI widgets for a rich visual experience in AI chat interfaces.

Jokes MCP Server

A Model Context Protocol server that delivers various types of jokes (Chuck Norris, Dad jokes, etc.) and can be integrated with Microsoft Copilot Studio and GitHub Copilot.

Postgres MCP Pro

An open source Model Context Protocol server for PostgreSQL that provides database health analysis, index tuning, query plan exploration, and safe SQL execution for AI agents throughout the development process.

Roblox MCP Server

Bridges AI assistants with Roblox game environments in real-time via a Lua client and WebSocket connection. Enables AI tools like Claude to navigate instances, execute scripts, monitor remote events, and interact with the Roblox API through natural language.

Flux

An AI-powered MCP server that enables natural language interaction with AO (Arweave Operating system) for creating, running, and testing code and handlers without manual coding.

iExec MCP Server

An MCP server that enables AI agents to interact with the iExec protocol for confidential data management, governance, and Web3Mail services. It allows users to protect sensitive information, manage access permissions, and perform blockchain wallet operations through natural language commands.

editor-mcp

一个基于 Python 且使用 FastMCP 构建的文本编辑器服务器，它提供文件操作工具。该服务器通过遵循多步骤流程的标准化 API，实现文本文件的读取、编辑和管理。

Congress.gov API MCP Server

这是一个模型上下文协议 (MCP) 服务器，旨在通过混合方法提供对官方 Congress.gov API (v3) 的访问。

MCP QuickJS Runner

在沙盒化的 QuickJS WASM 环境中安全地执行任意 JavaScript 代码，允许语言模型或其他 MCP 客户端安全地运行 JavaScript 代码片段，而不会危及主机系统。

Trade Me MCP Server

Enables AI assistants to interact with New Zealand's largest online marketplace through the Trade Me API. Supports searching listings, managing watchlists, placing bids, making purchases, and accessing marketplace data across all Trade Me categories.

Clipboard MCP Server

Enables pattern-based file editing operations using copy/paste functionality with text landmarks instead of exact string matching. Allows AI agents to efficiently manipulate file content by identifying code patterns and insertion points without consuming large amounts of context tokens.

Streamable HTTP MCP Server

Implements a Model Context Protocol server that enables streaming communication between Azure OpenAI GPT-4o and tool services, allowing for real-time intelligent tool usage via Server-Sent Events.

YTPipe

Transforms YouTube videos into LLM-ready knowledge bases through transcription, semantic chunking, and vector embedding services. It provides 12 specialized MCP tools for video processing, semantic search, and SEO intelligence analysis.

ReviewMCP

Enables automatic validation and correction of Re:VIEW manuscript files by checking for unauthorized tags, fixing duplicate/empty IDs, and running fast lint checks to prevent common errors during writing.

Keitaro TDS API MCP Plugin

用于与 Keitaro TDS API 集成的 MCP 服务器，提供用于处理广告活动、流量路径、优惠和其他 Keitaro 实体的工具。

Fuel Network & Sway Language MCP Server

一个 Fuel MCP 服务器，它为 Fuel 文档和各种编码 IDE（例如 Cursor）提供支持。

Docker MCP Server

Enables secure execution of shell commands and file operations within isolated Docker containers. Provides process management, interactive input handling, and comprehensive file system operations for containerized development environments.

Qdrant MCP Server

Provides semantic memory capabilities using Qdrant vector database with configurable embedding providers, allowing storage and retrieval of information using vector similarity.

Securities prices MCP server sample

证券价格、历史信息等的示例 MCP 服务器。

Software Management MCP Server

Enables AI agents to automate local software management workflows including installation, uninstallation, updates, and environment recommendations. It provides a standardized, non-interactive interface for managing system applications and tracking software versions safely.

AI Develop Assistant

Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

Semantic Search MCP Server

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.

aptos-dex-mcp

MCP server for Dex on Aptos

Python MySQL MCP

A FastMCP-based server that enables interaction with MySQL databases, supporting client-server communication for querying and analyzing MySQL data.

ML Lab MCP

Transforms AI assistants into a full ML engineering environment for training and fine-tuning models across multiple backends (local GPU, Mistral, Together AI, OpenAI) and cloud providers (Lambda Labs, RunPod, SSH-accessible VPS), with dataset management, experiment tracking, cost estimation, and deployment to Ollama/Open WebUI.

beeper-mcp

在币安智能链上执行 beeper 交易的后端服务

Portable MCP Toolkit

Provides AI-powered code intelligence for any codebase using local LLMs and vector search, enabling semantic code search, pattern analysis, and context-optimized code generation with 90% token savings.

SP-MCP

Bridge between Super Productivity app and MCP servers, allowing Claude Desktop to directly interact with Super Productivity for task management, project organization, and information retrieval.

Hello3DMCP Server

An MCP server that bridges AI clients with a frontend 3D visualization application to control model properties, lighting, and camera settings via WebSocket. It enables real-time manipulation of 3D scenes through natural language commands for scaling, rotating, and coloring models.

Astro Docs MCP Server

Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.