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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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  • microsandbox

    6096

    Self-Hosted Plaform for Secure Execution of Untrusted User/AI Code

    Rust

  • klavis

    5735

    **Option 1 (Focus on integration):** Open Source MCP integration library for AI apps. (Klavis AI) **Option 2 (Focus on context):** Klavis AI's Open Source MCP: Context management for AI application

    Python

  • whatsapp-mcp

    5639

    WhatsApp MCP server

    Go

  • shortest

    5595

    QA via natural language AI tests

    TypeScript

  • agentops

    5555

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

    Python

  • ruoyi-ai

    5240

    RuoYi AI 是一个全栈式 AI 开发平台，旨在帮助开发者快速构建和部署个性化的 AI 应用。

    Java

  • 5ire

    5219

    This repository hosts a sleek AI assistant and MCP client that supports various AI models like OpenAI, Google, and Mistral, and offers tools requiring Python, Node.js, and uv for activation.

    TypeScript

  • Viper

    5040

    Adversary simulation and Red teaming platform with AI

  • gaianet-node

    5000

    Install, run and deploy your own decentralized AI agent service

    Shell

  • aci

    4773

    AI agent integration platform. Connects agents to 600+ tools via MCP server with auth & permissions. Function calling & VibeOps.

    Python

  • casibase

    4748

    ⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports Ch

    Go

  • deep-research

    4582

    No description provided

    JavaScript

  • exa-mcp-server

    4431

    The Exa MCP server enables AI assistants like Claude to perform web searches using the Exa AI Search API, providing structured results and real-time web crawling in a safe, controlled environment.

    JavaScript

  • learn-agentic-ai

    4154

    This repository provides learning materials for the Panaversity Certified Agentic & Robotic AI Engineer program, covering AI-201 and AI-202 courses focused on building conversational and autonomous AI agents.

    Jupyter Notebook

  • mcp-server-chart

    4068

    MCP server chart: Generates visual charts (25+) using @antvis. Model context visualization.

    TypeScript
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