The open-source ecosystem for building, discovering, and deploying Model Context Protocol servers and clients.

Lakevision is a tool which provides insights into your Apache Iceberg based Data Lakehouse.

Plug-and-play data access to Product Hunt via a fast, token-authenticated interface for AI assistants and automations.

Allows LLM to interact with a local git repository, incl. optional push support.

Unified provider interface enabling 20+ AI models for text and image tasks via a minimal API.

MCP server that can execute commands such as keyboard input and mouse movement on macOS

Automated SEO blog generation using Claude with MCPs. Includes n8n workflows, prompts, and style guides. 0 → 6k impressions in 30 days.

A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes

Fast, fine-grained Python hot-reload with runtime dependency tracking and state-preserving updates for rapid development.

A server that interacts with workflowy.

Bridges AI assistants with Weblate via a protocol, enabling natural-language translation workflows, project management, and robust, type-safe operations across transports.

A lightweight dependency-free workflow automation platform. Supports iPaaS, stream computing, MCP, and AI capabilities.

MCP server that can execute terminal commands

mcp

这是一个基于Playwright的小红书自动搜索和评论MCP，可以帮助用户自动登录小红书、搜索特定关键词、获取笔记内容以及发布智能评论。

MCP server that allow LLM in agent mode builds n8n workflows for you

Async MCP server with Minimax API integration for image generation and text-to-speech

<Open Source> Fast, easy-to-use starter kit for new users of Python and FastAPI

Secure, high-performance MCP server enabling AI assistants to control Home Assistant via natural language.

A tutorial on how to use Model Context Protocol by Anthropic and Agent2Agent Protocol by Google

AI-powered cascading development framework. Decompose complex projects into parallel executable tasks with auto-generated PRDs, design docs, and multi-agent collaboration (Claude Code, Codex, Aider).

A Model Context Protocol (MCP) server for Windows desktop automation using AutoIt.

An MCP server built on ableton-js enables AI assistants to control Ableton Live in real time, including Arrangement View operations such as song management, track control, MIDI editing, and audio recording, along with other capabilities.

Open Protocol Architecture with pluggable adapters enabling plug-and-play integration to REST, Python plugins, and custom services.