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The Model Context Protocol (MCP) is an open standard for AI model communication.
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Documentation

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AI servers

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  • mcp-context-forge

    2593

    MCP Gateway & Registry: Manages LLM tool/prompt access via MCP. Converts APIs, composes servers, & bridges protocols (REST, stdio, SSE).

    Python

  • java-sdk

    2510

    The MCP Java SDK provides tools for Java applications to interact with AI models using the Model Context Protocol, offering standardized communication and Spring Boot integration for client and server applications.

    Java

  • shippie

    2259

    extendable code review and QA agent 🚢

    TypeScript

  • ableton-mcp

    1964

    AbletonMCP integrates Ableton Live with Claude AI via the Model Context Protocol, enabling AI-powered music production, track manipulation, and session control through two-way communication and a socket-based server.

    Python

  • AI-Infra-Guard

    1798

    A comprehensive, intelligent, easy-to-use, and lightweight AI Infrastructure Vulnerability Assessment and MCP Server Security Analysis Tool.

    Go

  • mcp-shrimp-task-manager

    1770

    AI Agent Task Manager. Converts natural language to structured dev tasks with dependency tracking and iterative refinement.

    TypeScript

  • modelcontextprotocol

    1646

    This repository provides an MCP server implementation, "perplexity-ask," that integrates the Sonar API, enabling Claude to perform real-time web research and engage in conversations with live web searches.

    JavaScript

  • beelzebub

    1564

    A secure low code honeypot framework, leveraging LLM for System Virtualization.

    Go

  • zenfeed

    1525

    Make RSS 📰 great again with AI 🧠✨!!

    Go

  • solana-agent-kit

    1519

    Solana Agent Kit is an open-source toolkit that enables AI agents to autonomously interact with Solana protocols, performing actions like token trading, launching new tokens, lending assets, and bridging across chains.

    TypeScript

  • brightdata-mcp

    1389

    A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

    JavaScript

  • anyquery

    1360

    Query anything (GitHub, Notion, +40 more) with SQL and let LLMs (ChatGPT, Claude) connect to using MCP

    Go

  • toolhive

    1255

    ToolHive makes deploying MCP servers easy, secure and fun

    Go

  • awesome-hacking-lists

    1199

    A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!

  • LitterBox

    1161

    A secure sandbox environment for malware developers and red teamers to test payloads against detection mechanisms before deployment. Integrates with LLM agents via MCP for enhanced analysis capabiliti

    YARA
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