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MCP server for LLM to drone communication via MAVLink

A local-first MCP bridge that turns web-based AI (ChatGPT, Grok, Gemini) into a supervised worker on your computer. (Optimized for programming and Most similar to CodeX)

OpenOSINT OSINT agent for security researchers and analysts: 18 investigation tools behind a natural-language interface. Use it as a REPL, CLI, MCP server, or browser Web UI.

An AI-powered plugin for Caldera that orchestrates long-running LLM workflows to automatically create adversary emulation abilities and plan operations.

An MCP server that provides server-to-client notifications for file changes that the client subscribes to

A lightweight, configurable reverse proxy for routing and load balancing MCP (Model Context Protocol) requests to appropriate backend services based on request content.

CLI, Rust client library, and MCP server for Anytype: manage spaces and objects, edit documents in Markdown, back up and restore, chat.

tRPC to MCP package

Complete observability platform for AI agents and MCP servers. Improve your AI deployment outcomes, identify inference inefficiencies, and gain insights into real agent usage patterns.

An open framework for scoring how well an MCP tool definition communicates to an AI agent – the Tool Definition Quality Score (TDQS).

Official BaseHub MCP server.

An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes.

Agentic AI Engineering is a production-grade engineering resource for building modern agentic AI systems with LangChain, LangGraph, RAG, MCP, local models, and deployable Python services.

MCP Ethical Hacking Security sample for educational

An MCP server that exposes AWS EC2 pricing data with an option to search by CPU, RAM, networking

This is an implementation of the Model Context Protocol (MCP) that integrates with Google's Gemini API to provide analytical thinking capabilities without code generation.

MCP bridge system optimized for Xiaozhi AI integration

基于 LangChain/LangGraph + LlamaIndex 构建的工程级多 Agent 协作系统,支持上传简历与岗位 JD 后全自动完成面试准备、模拟面试、实时评估与复习规划;系统涵盖多 Agent DAG 编排、RAG 多路召回、MCP 协 议集成、双引擎记忆系统与动态难度调节,以 Python Web 服务部署于 Linux 服务器,支持摄像头、语音输入与文字 多模态交互。

Easy peasy MCP servers in Django.

Elixir Model Context Protocol (MCP) SDK (hermes-mcp fork)

OWASP MCP Taxonomy

HTML fetcher using the famous SingleFile HTML fetcher https://github.com/gildas-lormeau/SingleFile

is a powerful tool that automatically detects APIs in existing projects and transforms them into Model Context Protocol (MCP) servers.

This project demonstrates how to build a multi-agent system using Agent-to-Agent (A2A) communication with the Model Context Protocol (MCP).