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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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  • everything-claude-code

    303050

    The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

    JavaScript

  • n8n

    210486

    **Concise Description:** Workflow automation platform. Visual builder, custom code, AI, 400+ integrations. Self-host/cloud. Automate tasks & connect apps.

    TypeScript

  • dify

    161159

    Production-ready platform for agentic workflow development.

    TypeScript

  • graphify

    147688

    Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

    Python

  • Agent-Reach

    111790

    Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

    Python

  • RuView

    104286

    π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

    Rust

  • Scrapling

    102696

    🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

    Python

  • awesome-mcp-servers

    97703

    This repository provides a curated list of awesome Model Context Protocol (MCP) servers, which enable AI models to securely interact with local and remote resources through standardized implementations. It includes

  • ragflow

    94156

    No description provided

    Python

  • servers

    91986

    This repository offers reference implementations for Model Context Protocol (MCP) servers, showcasing how to grant Large Language Models secure access to various tools and data sources using TypeScript and Python SDKs.

    JavaScript

  • crawl4ai

    87347

    Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

    Python

  • netdata

    81412

    The fastest path to AI-powered full stack observability, even for lean teams.

    C

  • headroom

    79661

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

    Python

  • awesome-claude-skills

    79457

    A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

    Python

  • system_prompts_leaks

    71381

    Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini

    JavaScript
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