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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • Auto-claude-code-research-in-sleep

    16857

    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

  • genai-toolbox

    16542

    MCP Toolbox for Databases is an open source MCP server for databases.

    Go

  • SurfSense

    16301

    Open-source NotebookLM alternative. Research the open web with live data, through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9

    Python

  • xiaohongshu-mcp

    16065

    MCP for xiaohongshu.com

    Go

  • Figma-Context-MCP

    15939

    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

  • Skill_Seekers

    15052

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

    Python

  • unity-mcp

    14626

    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#

  • memU

    14490

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

    Python

  • Fay

    13552

    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

  • typescript-sdk

    13492

    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

    13178

    Java version of LangChain

    Java

  • XHS-Downloader

    12870

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

    Python

  • mcp-chrome

    12457

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

    TypeScript

  • ida-pro-mcp

    12425

    This repository provides an IDA Pro MCP server, enabling vibe reversing with functionalities like metadata retrieval, function manipulation, decompilation, disassembly, and comment setting within the IDA Pro environment.

    Python

  • inbox-zero

    12373

    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
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