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

    13944

    The memory harness for proactive AI agents — structured storage, intent capture, 10x token reduction.

    Python

  • Fay

    12933

    fay是一个帮助数字人（2.5d、3d、移动、pc、网页）或大语言模型（openai兼容、deepseek）连通业务系统的mcp框架。

    JavaScript

  • Auto-claude-code-research-in-sleep

    12887

    ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

    Python

  • typescript-sdk

    12764

    This TypeScript SDK implements the Model Context Protocol, enabling developers to build MCP clients and servers that expose resources, prompts, and tools for LLM context management. It supports standard transports

    TypeScript

  • langchain4j

    12475

    Java version of LangChain

    Java

  • mcp-chrome

    12007

    Chrome extension MCP server. Enables AI assistants (e.g., Claude) to automate Chrome, analyze content, and perform semantic search via Model Context Protocol.

    TypeScript

  • XHS-Downloader

    11770

    XiaoHongShu (RedNote) data extraction tool. Extracts user/post links, scrapes info, and downloads watermark-free content.

    Python

  • scira

    11729

    Scira (Formerly MiniPerplx) is a minimalistic AI-powered search engine that helps you find information on the internet and cites it too. Powered by Vercel AI SDK! Search with models like xAI's Grok 3.

    TypeScript

  • zen-mcp-server

    11625

    **Option 1 (Focus on Model Orchestration):** > Model Context Protocol server. Orchestrates Claude + other LLMs (Gemini, OpenAI, etc.) for combined processing. **Option 2 (Focus on Unified Interface)

    Python

  • awesome-chatgpt-zh

    11577

    ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀

    Python

  • inbox-zero

    11478

    Inbox Zero is an open-source AI email assistant and client designed to help users achieve inbox zero quickly. It offers features like AI-powered email management, reply tracking, smart categories, and

    TypeScript

  • nginx-ui

    11243

    Yet another WebUI for Nginx

    Go

  • unity-mcp

    11173

    This Unity package facilitates communication between Unity and LLMs via the Model Context Protocol, enabling developers to automate workflows, manipulate assets, and control the Unity Editor programmatically. This Unity package

    C#

  • phoenix

    10301

    AI Observability & Evaluation

    Jupyter Notebook

  • inspector

    10208

    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
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