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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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  • bytechef

    894

    Open-source, low-code, extendable API integration & workflow automation platform. Integrate your organization or your SaaS product with any third party API

    Java
  • mcp-knowledge-graph

    868

    This repository provides a knowledge graph memory server, a fork of the original Memory Server, that allows Claude to remember user information across chats using local, persistent storage with customizable memory paths.

    JavaScript
  • heurist-agent-framework

    816

    The Heurist Agent Framework is a modular AI agent platform enabling interaction across multiple platforms like Telegram, Discord, and REST API, with features including image generation, voice processing, and access

    Python
  • mcp

    769

    The Hyperbrowser MCP Server provides tools for web scraping, data extraction, and crawling, offering access to browser agents like OpenAI's CUA and Anthropic's Claude Computer Use. It supports the Model Context Protocol.

    TypeScript
  • awesome-mcp-servers

    769

    A comprehensive collection of Model Context Protocol (MCP) servers

  • llm-functions

    760

    This repository enables building LLM tools and agents using Bash, JavaScript, and Python, leveraging function calling to connect LLMs to custom code for tasks like system commands and API interactions.

    Shell
  • mcp-nixos

    733

    MCP-NixOS - Model Context Protocol Server for NixOS resources

    HTML
  • just-prompt

    733

    just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

    Python
  • wren-engine

    658

    Wren Engine is a semantic engine designed for MCP clients and AI agents, enabling accurate data understanding and retrieval within complex enterprise environments, including trusted calculations and reporting.

    Java
  • line-bot-mcp-server

    602

    MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

    TypeScript
  • evo-ai

    596

    Evo AI is an open-source platform for creating and managing AI agents, enabling integration with different AI models and services.

    TypeScript
  • mcp-server-data-exploration

    543

    MCP Server is a tool for interactive data exploration, acting as a personal data scientist assistant. It turns datasets into actionable insights, allowing users to explore data with specified topics

    Python
  • mcp-youtube

    531

    This repository uses yt-dlp to download YouTube subtitles and connects them to claude.ai via the Model Context Protocol, allowing Claude to summarize YouTube videos when prompted with the video URL.

    JavaScript
  • docfork-mcp

    489

    @latest docs for 9000+ libraries in your AI code editor, with a single MCP.

    JavaScript
  • mcpadapt

    422

    MCPAdapt unlocks access to 650+ Model Context Protocol (MCP) servers for agentic frameworks, enabling seamless integration of diverse data and tools into workflows. It supports frameworks like Langchain, CrewAI, and Smolagents.

    Python
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