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MCP Servers

Python boilerplate for creating AI agents, MCP servers, API microservices and monolith services. All in one!

Autonomous multi-agent AI system with document processing, web automation, and code execution powered by LLM agents and MCP servers

Open-source foundation of ToolJet AI - the enterprise app generation platform for internal tools, dashboards, business applications, workflows and AI agents.

![GitHub Release][releases] ![GitHub Activity][commits]  ![HACS][hacs] ![BuyMeCoffee][buymecoffee]

Emacs Lisp implementation of the Model Context Protocol

The GPT-RAG MCP service deploys a Python MCP server built with FastMCP and Starlette. It is consumed by GPT-RAG through the orchestrator mcp strategy and is not tied to an AutoGen-specific runtime.

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Build powerful AI applications with graph-powered RAG using Memgraph. This toolkit provides everything you need to integrate knowledge graphs into your GenAI workflows.

An MCP (Model Context Protocol) server that provides access to Rust documentation from docs.rs. This server allows AI tools to search for documentation, type information, feature flags, version...

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

The Unofficial and Awesome Home Assistant MCP Server
Agent Skills

Collection of Apify agent skills

A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers.

120 marketing skills as an AI marketing staff — plugin, portable skills, or an 8-bot team across 7 disciplines (narrative, SEO/GEO, social, email, paid, influencer, launch) on one contract, with 8...

Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.

Open-Source Multi-Agent AI Assistant — Not Just Chat, an AI Team That Gets Things Done

-- Only 1.6% of Claude Code's codebase is AI decision logic. The other 98.4% is deterministic infrastructure -- permission gates, context management, tool routing, and recovery logic.

Planby is a React based component for a quick implementation of Epg, schedules, live streaming, music events, timelines and many more ideas.

Nothing is more valuable than time and money. In a world of AI agents, that's speed and token spend. A well-designed CLI is muscle memory for an agent: no hunting through docs, no wrong turns, no...

Build tested agent skills and govern their lifecycle through a user-defined marketplace: evidence, discovery, updates, rollback, quarantine, and 17-platform distribution.

Review pull requests for bugs, risky changes, missing tests, and release notes.

10 design principles for building agent-ergonomic apps.

动手学CS146S中文版课程,包含assignments,vibe coding工具等,本项目将长期持续维护,致力于打造中文最好的vibe coding教程。