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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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  • datagouv-mcp

    1580

    Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

    Python

  • LitterBox

    1516

    A secure sandbox environment for malware developers and red teamers to test payloads against detection mechanisms before deployment. Integrates with LLM agents via MCP for enhanced analysis capabiliti

    YARA

  • mcp-server-qdrant

    1501

    This repository provides an example of a Model Context Protocol (MCP) server for Qdrant, a vector search engine, enabling seamless integration between LLM applications and the Qdrant database as a

    Python

  • npcpy

    1465

    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

  • swift-sdk

    1463

    This repository provides a Swift SDK for implementing the Model Context Protocol (MCP), enabling developers to build clients and servers that can interact with models and tools. It supports macOS

    Swift

  • cunzhi

    1405

    告别AI提前终止烦恼，助力AI更加持久

    Rust

  • awesome-hacking-lists

    1377

    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

    1351

    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

    1316

    No description provided

    JavaScript

  • jupyter-mcp-server

    1243

    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

    1205

    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

  • 12306-mcp

    1172

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

    JavaScript

  • quickstart-resources

    1157

    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

    1147

    A set of tools that gives agents powerful capabilities.

    Python

  • openops

    1058

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

    TypeScript
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