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

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  • genai-toolbox

    15750

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

    Go
  • WrenAI

    15698

    No description provided

    TypeScript
  • Skill_Seekers

    14295

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

    Python
  • 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
  • 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
  • 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
  • nginx-ui

    11243

    Yet another WebUI for Nginx

    Go
  • phoenix

    10301

    AI Observability & Evaluation

    Jupyter Notebook
  • mcp-use

    10173

    **Concise Descriptions:** * **MCP client library for custom agent integration. Simplifies server interaction.** (79 chars) * **Easy MCP interaction with custom agents. Client library.** (55 chars) *

    Python
  • hexstrike-ai

    10036

    HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

    Python
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