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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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6,658 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Playwright MCP

    furugen
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
    Last updated -
    25
    112,756
    • Apple
    • Linux

  • Cloudflare Playwright MCPofficial

    cloudflare
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    A server that leverages Playwright for automated browser testing and integrates with Cloudflare Workers, enabling AI assistants to control web browsers for navigation, interaction, and screenshots.
    Last updated -
    21
    112,756
    56
    TypeScript
    Apache 2.0

  • Playwright MCP

    Angeluis001
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or visually-tuned models.
    Last updated -
    112,756
    TypeScript
    Apache 2.0
    • Apple
    • Linux

  • Playwright MCP

    lewisvoncken
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
    Last updated -
    112,756
    TypeScript
    Apache 2.0
    • Linux
    • Apple

  • MCP Server Python Template

    Cris-0k
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    A streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.
    Last updated -
    14
    Python
    MIT License

  • Python MCP Sandbox

    JohanLi233
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    An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated -
    14
    Python
    Apache 2.0

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  • Cloudflare Playwright MCP

    ruifigueira
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    A server that integrates Playwright with Cloudflare Workers to enable browser automation tasks through LLM models in AI platforms like Claude and Copilot.
    Last updated -
    112,756
    TypeScript
    Apache 2.0

  • Playwright MCP

    markbustamante77
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or vision models.
    Last updated -
    21
    112,756
    TypeScript
    Apache 2.0
    • Apple
    • Linux

  • My MCP Server

    jairosoft-com
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    A Python template for building Model Context Protocol (MCP) servers that expose tools via JSON-RPC, enabling secure and scalable context and tool invocation for language models.
    Last updated -
    Python

  • HowToCook-MCP Server

    worryzyy
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    An MCP server that transforms AI assistants into personal chefs by providing recipe recommendations and meal planning features based on the HowToCook repository.
    Last updated -
    4
    407
    525
    TypeScript
    • Apple

  • Playwright MCP Serverofficial

    microsoft
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    A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
    Last updated -
    21
    112,756
    13,685
    TypeScript
    Apache 2.0
    • Linux
    • Apple

  • memento-mcp

    gannonh
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    Scalable, high-performance knowledge graph memory system with semantic search, temporal awareness, and advanced relation management.
    Last updated -
    20
    112
    117
    TypeScript
    MIT License

  • tavily-mcp-python

    MertAtesmen
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    Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.
    Last updated -
    4
    Python
    • Linux
    • Apple

  • mcp-run-pythonofficial

    pydantic
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    Model Context Protocol server to run Python code in a sandbox.
    Last updated -
    1,462
    10,542
    Python
    MIT License

  • DataWorks MCP Server

    aliyun
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    A Model Context Protocol server that enables AI agents to interact with Alibaba Cloud DataWorks through standardized interfaces, allowing seamless management of DataWorks resources and operations via the DataWorks Open API.
    Last updated -
    169
    81
    17
    TypeScript
    Apache 2.0

  • mac-messages-mcp

    carterlasalle
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    A Python bridge for interacting with the macOS Messages app using MCP (Multiple Context Protocol). Simple install using uvx mac-messages-mcp
    Last updated -
    7
    120
    Python
    MIT License
    • Apple

  • Fetch MCP

    jae-jae
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    An MCP server that retrieves web page content using Playwright headless browser, capable of extracting main content and converting to Markdown format.
    Last updated -
    2
    592
    727
    TypeScript
    MIT License
    • Apple

  • Fetcher MCP

    everford
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    A server that allows fetching web page content using Playwright headless browser with AI-powered capabilities for efficient information extraction.
    Last updated -
    2
    592
    3
    TypeScript
    MIT License

  • MCP Kafka Schema Reg

    aywengo
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    A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.
    Last updated -
    62
    17
    Python
    MIT License
    • Apple
    • Linux

  • MCP Sandbox

    JohanLi233
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    An interactive Python code execution tool that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated -
    14
    Python
    Apache 2.0

  • Torrent Search MCP Server

    philogicae
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    A Python MCP server that allows programmatic interaction to find torrents programmatically on ThePirateBay, Nyaa and YggTorrent.
    Last updated -
    3
    4
    Python
    MIT License

  • lsp-mcp

    flothjl
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    A multi-language code analysis server that helps LLMs or humans automatically lint, type-check, and improve code with minimal installation friction, currently supporting Python with plans for other languages.
    Last updated -
    1
    Python
    MIT License

  • Genkit MCPofficial

    firebase
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    Provides integration between Genkit and the Model Context Protocol (MCP).
    Last updated -
    6
    488
    2,508
    TypeScript
    Apache 2.0

  • MCP_Basics

    aviralksingh
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    A crash course for Python developers on building and integrating Model Context Protocol (MCP) servers into production applications and agent systems.
    Last updated -
    Python
    MIT License

  • YggTorrent MCP Server

    philogicae
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    A Python MCP server that allows programmatic interaction with YggTorrent, enabling torrent search, details retrieval, and magnet link generation without exposing your Ygg passkey.
    Last updated -
    4
    11
    Python
    MIT License
    • Apple
    • Linux

  • Gemini MCP Server

    lucky-dersan
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    A Python-based MCP server that enables integration of Gemini AI models with MCP-compatible applications like Cursor/Claude, allowing for interaction with Gemini APIs through the Model Context Protocol.
    Last updated -
    1
    Python

  • ROS2 MCP Server

    kakimochi
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    A Python-based server that enables AI assistants to control robots by integrating the Model Context Protocol (MCP) with ROS 2, allowing for natural language commands that translate into robot movement via the /cmd\_vel topic.
    Last updated -
    55
    Python

  • Mutmut MCP

    wdm0006
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    A Model Context Protocol server that provides programmatic APIs for running mutation tests with mutmut, analyzing results, and improving test coverage in Python projects.
    Last updated -
    Python
    MIT License

  • MCP Server for continue.dev

    alexsmirnov
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    A Python server implementing the Model Context Protocol to provide customizable prompt templates, resources, and tools that enhance LLM interactions in the continue.dev environment.
    Last updated -
    2
    1
    Python

  • MCP Server Box

    box-community
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    A Python server that enables interaction with Box files and folders through the Box API, allowing operations like file search, text extraction, and AI-based querying and data extraction.
    Last updated -
    8
    35
    Python
    • Apple
    • Linux