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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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  • 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

  • mcp-video

    studiomeyer-io
    A
    license
    Not graded
    quality
    A
    maintenance
    A cinema-grade video production MCP server that enables automated website recording, editing, and AI-powered narration using ffmpeg and Playwright. It provides tools for color grading, captioning, and converting videos into social media formats through natural language commands.
    82
    5
    MIT