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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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  • modelcontextprotocol

    2353

    This repository provides an MCP server implementation, "perplexity-ask," that integrates the Sonar API, enabling Claude to perform real-time web research and engage in conversations with live web searches.

    JavaScript
  • tavily-mcp

    2155

    The Tavily MCP server enables AI systems to interact with data sources and tools using the Model Context Protocol, providing real-time web search and data extraction capabilities through Tavily's search

    JavaScript
  • Observal

    2129

    Observal is an observability platform and local registry for MCPs, hooks, skills, graphRAGs and more!

    Python
  • mcp-shrimp-task-manager

    2122

    AI Agent Task Manager. Converts natural language to structured dev tasks with dependency tracking and iterative refinement.

    TypeScript
  • beelzebub

    2073

    A secure low code honeypot framework, leveraging LLM for System Virtualization.

    Go
  • toolhive

    1914

    ToolHive makes deploying MCP servers easy, secure and fun

    Go
  • mcp-memory-service

    1911

    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

    1726

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

    Go
  • solana-agent-kit

    1703

    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

    1694

    Make RSS 📰 great again with AI 🧠✨!!

    Go
  • datagouv-mcp

    1550

    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
  • actors-mcp-server

    1475

    This repository implements an MCP server for Apify Actors, enabling AI assistants to use them as tools for tasks like data extraction and web scraping via HTTP or standard input/output.

    TypeScript
  • LitterBox

    1474

    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

    1444

    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
  • swift-sdk

    1422

    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
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