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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • agent-squad

    6942

    Flexible and powerful framework for managing multiple AI agents and handling complex conversations

    Python
  • xiaozhi-esp32-server

    6887

    ESP32 server backend. Enables quick setup of ESP32 device control.

    Python
  • inspector

    6757

    The MCP Inspector is a developer tool for testing and debugging MCP servers, allowing users to inspect server implementations without cloning the repository. It includes a client UI and MCP proxy server.

    TypeScript
  • browser-tools-mcp

    6654

    This repository provides a browser monitoring and interaction tool that empowers AI applications through Anthropic's MCP, capturing and analyzing browser data via a Chrome extension. It includes SEO tools and debugging features.

    JavaScript
  • code2prompt

    6575

    A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

    MDX
  • git-mcp

    6532

    No description provided

    TypeScript
  • higress

    6513

    Higress is a cloud-native AI gateway based on Istio and Envoy, offering extensibility with Wasm plugins and a user-friendly console. It provides high availability and load balancing capabilities for various services.

    Go
  • GhidraMCP

    6178

    GhidraMCP is a Ghidra plugin and MCP server that allows LLMs to autonomously reverse engineer applications by exposing Ghidra's core functionality to MCP clients for binary analysis and decompilation.

    Java
  • free-llm-api-resources

    5872

    A list of free LLM inference resources accessible via API.

    Python
  • modelcontextprotocol

    5822

    **MCP: Model Context Protocol specification & documentation. Defines data exchange for model context & interoperability.**

    TypeScript
  • registry

    5439

    A community driven registry service for Model Context Protocol (MCP) servers.

    Go
  • shortest

    5325

    QA via natural language AI tests

    TypeScript
  • gaianet-node

    5004

    Install, run and deploy your own decentralized AI agent service

    Shell
  • whatsapp-mcp

    4951

    WhatsApp MCP server

    Go
  • agentops

    4933

    AI Agent monitoring & cost tracking SDK. Benchmarking, LLM integration (Langchain, OpenAI, CrewAI & more). AgentOps.

    Python
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