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

    15661

    This repository provides a Model Context Protocol (MCP) server that allows AI coding tools like Cursor to access and utilize Figma design data for more accurate code generation.

    TypeScript

  • xiaohongshu-mcp

    15268

    MCP for xiaohongshu.com

    Go

  • Skill_Seekers

    14765

    Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

    Python

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

    14688

    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

  • memU

    14314

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

    Python

  • Fay

    13415

    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

  • unity-mcp

    13407

    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#

  • typescript-sdk

    13179

    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

    12869

    Java version of LangChain

    Java

  • XHS-Downloader

    12347

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

    Python

  • mcp-chrome

    12306

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

    TypeScript

  • inbox-zero

    12009

    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

  • scira

    11839

    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

    11726

    **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

    11645

    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
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