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

    5889

    Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

    Python
  • klavis

    5791

    **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
  • agentops

    5778

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

    Python
  • awesome-mcp-servers

    5746

    This repository provides a curated list of awesome Model Context Protocol (MCP) servers, which are production-ready and experimental implementations that extend AI capabilities through various contextual services. This repository provides

  • mcp-atlassian

    5744

    The MCP Atlassian repository provides a Model Context Protocol (MCP) server for integrating with Atlassian products like Confluence and Jira, supporting both Cloud and Server/Data Center deployments. The MCP Atlassian

    Python
  • magic-mcp

    5672

    This repository hosts the Magic Component Platform (MCP), an AI-driven tool that generates modern UI components from natural language descriptions, integrating with popular IDEs like Cursor and VSCode for streamlined UI development.

    HTML
  • shortest

    5663

    QA via natural language AI tests

    TypeScript
  • mcp-playwright

    5633

    This repository hosts a Model Context Protocol (MCP) server leveraging Playwright for browser automation, enabling LLMs to interact with web pages and execute JavaScript. It supports tasks like screenshot capture

    TypeScript
  • ruoyi-ai

    5633

    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
  • casibase

    5515

    ⚡️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
  • lingo.dev

    5401

    Lingo.dev is an AI localization toolkit that automates software localization using LLM models, enabling faster and higher-quality translations for web and mobile applications, integrating directly into CI/CD pipelines.

    TypeScript
  • 5ire

    5338

    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

    5260

    Adversary simulation and Red teaming platform with AI

  • godot-mcp

    5223

    Godot MCP is a Godot Engine project utilizing Node.js and TypeScript, likely implementing the Model Context Protocol. The repository is open-source under the MIT license and welcomes contributions.

    JavaScript
  • Olares

    5215

    Olares is an open-source sovereign cloud OS that empowers users to own their data and build local AI assistants. It enables self-hosting workspaces, syncing data across devices, and streaming personal media.

    Shell
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