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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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  • npcpy

    1409

    Here are a few options, prioritizing clarity and SEO: * **AI Dev Toolkit: MCP for building & managing AI models. #AI #ML** (63 chars) * **npcpy: Model Context Protocol toolkit for AI development.

    Python

  • cunzhi

    1391

    告别AI提前终止烦恼，助力AI更加持久

    Rust

  • awesome-hacking-lists

    1356

    A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!

  • langchain4j-aideepin

    1316

    基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace etc)

    Java

  • claude-code-mcp

    1308

    No description provided

    JavaScript

  • jupyter-mcp-server

    1186

    Jupyter MCP Server is a Model Context Protocol server that enables interaction with Jupyter notebooks running in a local JupyterLab environment. It facilitates real-time collaboration and integration with tools like Claude Desktop.

    Python

  • LightAgent

    1161

    LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot

    Python

  • quickstart-resources

    1132

    This repository provides server and client examples from Model Context Protocol tutorials, including a simple weather server and an LLM-powered chatbot client, demonstrating MCP implementation. This repository provides server and

    TypeScript

  • tools

    1106

    A set of tools that gives agents powerful capabilities.

    Python

  • openops

    1040

    **FinOps automation platform. No-code rules, AI-powered cost optimization. Open source.**

    TypeScript

  • mcp-boilerplate

    1021

    A remote Cloudflare MCP server boilerplate with user authentication and Stripe for paid tools.

    TypeScript

  • ollama-mcp-bridge

    976

    This repository provides a TypeScript bridge connecting local LLMs via Ollama to Model Context Protocol servers, enabling open-source models to utilize tools like filesystem operations, web search, and more.

    TypeScript

  • 12306-mcp

    950

    This is a 12306 ticket search server based on the Model Context Protocol (MCP).

    JavaScript

  • AI-Gateway

    948

    AI Gateway: APIM experiments integrating Azure OpenAI & AI Foundry. Explore AI capabilities & workshop: aka.ms/ai-gateway/workshop

    Jupyter Notebook

  • chatgpt-cli

    940

    ChatGPT CLI is a versatile tool for interacting with LLMs through OpenAI, Azure, and other popular providers like Perplexity AI and Llama. It supports prompt files, history tracking, and live data inj

    Go
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