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83,057 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 2,831 matching servers on stars, growth, downloads and maintenance. Updated .

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  • Playwright Server MCP

    blackwhite084
    A
    license
    B
    quality
    F
    maintenance
    The server provides tools for web automation using Playwright, allowing navigation, interaction, and JavaScript execution on web pages, and supports note storage with summarization capabilities.
    8
    189
    Apache 2.0

  • notebooklm-mcp

    gracelee087
    A
    license
    A
    quality
    C
    maintenance
    An unofficial MCP server for Google NotebookLM that enables users to manage notebooks, add sources, ask questions with citations, and generate audio podcasts via a Playwright-based automation layer.
    19
    MIT