Skip to main content
Glama
111,104 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,794 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI agents to inspect, validate, and preview VRM/VRMA 3D avatar files locally, with tools for metadata extraction, validation, and rendering snapshots or animations via headless Chrome.
    5
    56 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for recording and validating Chrome extension demo videos from YAML beat sheets, enabling agents to script and generate pixel-perfect videos.
    12 npm
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Lets AI apps drive a Chrome tab to record product demo walkthroughs: the AI plans the flow, navigates, clicks and types with a smooth on-screen cursor, then stops so the recording opens in an editor. Everything runs locally over a paired, user-approved connection to the Recordful extension, with no hosting, account, or API key required.
    14
    300 npm
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Local server that lets Claude Code and Claude Desktop drive NotebookLM and Google Flow through the user's own logged-in Edge or Chrome session instead of a paid API, covering notebooks, sources, cited answers, Studio outputs (audio/video overviews, slides, reports, mind maps, quizzes) and image/video generation with Veo. It also self-verifies the buttons, menus and internal calls it relies on and reports exactly what the provider changed.
    58
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Runs entirely local media tooling as an MCP plugin: it edits and inspects video, denoises/transcribes/normalizes audio, generates images, performs OCR, does offline text-to-speech, drives the user's logged-in Chrome via CDP, and reads or creates Office and PDF documents. Everything executes on the machine through ffmpeg, faster-whisper, MossFormer2, ComfyUI/FLUX, Tesseract, SAPI and Playwright, with no API costs or file uploads.
    MIT