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

Documentation

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AI servers

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  • mcp-memory-service

    1975

    This repository provides an MCP server for Claude Desktop, enabling semantic memory and persistent storage using ChromaDB and sentence transformers. It offers features like natural language recall, tag-based retrieval, and cross-platform compatibility.

    Python

  • anyquery

    1778

    Query anything (GitHub, Notion, +40 more) with SQL and let LLMs (ChatGPT, Claude) connect to using MCP

    Go

  • solana-agent-kit

    1716

    Solana Agent Kit is an open-source toolkit that enables AI agents to autonomously interact with Solana protocols, performing actions like token trading, launching new tokens, lending assets, and bridging across chains.

    TypeScript

  • zenfeed

    1713

    Make RSS 📰 great again with AI 🧠✨!!

    Go

  • 12306-mcp

    1630

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

    JavaScript

  • datagouv-mcp

    1598

    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

    1542

    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

    1540

    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

    1509

    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

    1506

    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

    1394

    告别AI提前终止烦恼，助力AI更加持久

    Rust

  • awesome-hacking-lists

    1391

    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

    1373

    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

    1313

    No description provided

    JavaScript

  • tools

    1303

    A set of tools that gives agents powerful capabilities.

    Python
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