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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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9,479 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Web-LLM MCP Server

    ragingwind
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    A server that enables browser-based local LLM inference using Playwright to automate interactions with @mlc-ai/web-llm, supporting text generation, chat sessions, model switching, and status monitoring.
    Last updated -
    1

  • MCP Web Browser Server

    random-robbie
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    An advanced web browsing server enabling headless browser interactions via a secure API, providing features like navigation, content extraction, element interaction, and screenshot capture.
    Last updated -
    6
    22
    MIT License

  • mcp-server-rag-web-browserofficial

    apify
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    Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
    Last updated -
    69
    183
    Apache 2.0
    • Apple

  • twitter-username-changes-mcp

    kukapay
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    An MCP server that tracks the historical changes of Twitter usernames—frequent screen name changes in crypto projects can be a red flag for potential scam risks.
    Last updated -
    2
    MIT License

  • In Memoria

    pi22by7
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    Persistent memory and pattern learning for AI coding assistants via MCP.
    Last updated -
    341
    62
    MIT License
    • Apple
    • Linux

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  • Azure Logs MCP

    rlaput
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    security
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    Enables querying Azure Application Insights logs by order number through natural language. Provides secure access to Azure Monitor logs with comprehensive error handling and rate limiting.
    Last updated -
    GPL 3.0

  • MCP Testing Assistant

    mcpassistant
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    Enables automated testing and coverage reporting for MCP services with test execution, file generation, and mock service creation. Provides comprehensive testing infrastructure including Jest integration, coverage reports, and health checks for the MCP ecosystem.
    Last updated -

  • MCP Frontend Testing Server

    StudentOfJS
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    Provides tools for frontend testing including code analysis, test generation, test execution, and React component testing for Jest and Cypress frameworks.
    Last updated -
    4
    21
    MIT License

  • VS Code Simple Browser MCP Server

    SaViGnAnO
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    A Model Context Protocol server that enables LLMs to interact with VS Code's Simple Browser, allowing for browser control, JavaScript execution, console monitoring, and navigation through natural language.
    Last updated -
    1
    • Apple
    • Linux

  • MCP Console Automation Server

    ooples
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    Enables AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows across multiple sessions. Similar to how Playwright works for web browsers but for command-line interfaces.
    Last updated -
    1
    MIT License
    • Apple
    • Linux

  • CloudWatch Logs MCP Server

    serkanh
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    An MCP server that allows AI assistants to access AWS CloudWatch logs by listing log groups and reading log entries.
    Last updated -
    25

  • Tox Testing MCP Server

    that1guy15
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    An MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories.
    Last updated -
    5

  • LLM Researcher

    Code-Hex
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    A lightweight MCP server that enables LLMs to search the web via DuckDuckGo, search GitHub code repositories, and extract clean content from web pages in LLM-friendly formats.
    Last updated -
    6
    • Apple
    • Linux

  • browser-use MCP Server

    co-browser
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    An MCP server that enables AI assistants to control a web browser through natural language commands, allowing them to navigate websites and extract information via SSE transport.
    Last updated -
    739
    MIT License
    • Apple

  • llm-context

    cyberchitta
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    Share code context with LLMs via MCP or clipboard
    Last updated -
    6
    273
    Apache 2.0
    • Apple
    • Linux

  • Databutton App MCPofficial

    databutton
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    A proxy server that allows LLM clients to use Databutton app API endpoints as tools through the MCP protocol over websockets.
    Last updated -
    1
    MIT License

  • mcp-llm

    sammcj
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    An MCP server that provides LLMs access to other LLMs
    Last updated -
    28
    66
    MIT License

  • GitLab MCP for Code Review

    mehmetakinn
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    An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.
    Last updated -
    31
    MIT License
    • Linux
    • Apple

  • LLM Bridge MCP

    sjquant
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    Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, Google, DeepSeek) through a standardized interface, making it easy to switch between models or use multiple models in the same application.
    Last updated -
    1
    5
    MIT License
    • Linux
    • Apple

  • Fetch Browser

    TheSethRose
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    A headless browser MCP server that allows AI agents to fetch web content and perform Google searches without API keys, supporting various output formats like Markdown, JSON, HTML, and text.
    Last updated -
    2
    17
    MIT License

  • All-in-One Dev

    nguyenvanduocit
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    security
    F
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    All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...
    Last updated -
    87

  • Goose App Maker MCP

    michaelneale
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    This MCP server allows users to create, manage, and serve web applications through Goose, storing apps in configurable directories and providing web app serving capabilities.
    Last updated -
    9
    2
    • Linux
    • Apple

  • browser-mcp

    djyde
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    A MCP server that allows AI assistants to interact with the browser, including getting page content as markdown, modifying page styles, and searching browser history.
    Last updated -
    82

  • WolframAlpha LLM MCP Server

    Garoth
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    Enables querying WolframAlpha's LLM API for natural language questions, providing structured and simplified answers optimized for LLM consumption.
    Last updated -
    3
    38

  • Google Search Console API MCP Server

    ag2-mcp-servers
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    An MCP Server that provides access to Google's Search Console API, allowing users to interact with website search performance data and manage search presence through natural language.
    Last updated -

  • Consult LLM MCP

    raine
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    An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 Pro, DeepSeek Reasoner) when you need deeper analysis on complex problems.
    Last updated -
    1
    28
    21

  • MCP Browser Screenshot Server

    seabassgonzalez
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    Enables AI assistants to capture screenshots of web pages using automated browser sessions. Supports full-page and element-specific screenshots, device simulation, and JavaScript execution for comprehensive web testing and monitoring.
    Last updated -
    6

  • browser-mcp

    Diamond-IT-615
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    security
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    An MCP server that allows users to interact with their browser through natural language commands, enabling actions like getting page content as markdown, modifying page styles, and searching browser history.
    Last updated -
    1

  • Browser MCP Server

    krutovvv
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    A Docker-based workspace providing headless Chrome browser with CDP proxy and noVNC interface for browser automation and monitoring.
    Last updated -
    29
    2