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    • A
      license
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      maintenance
      Enables AI assistants to drive a real headless Chromium browser over a hosted HTTP endpoint, navigating, clicking, typing, and reading pages through structured accessibility snapshots rather than screenshots. Runs as a remote service authenticated with a bearer token, so no local browser install or per-machine setup is needed.
      23
      3,465,430 npm
      Apache 2.0
    • A
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      quality
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      Enables AI tools to drive a hosted, headless Chromium browser over HTTP — navigating, clicking, typing, and reading pages through structured accessibility snapshots — without installing a browser locally or running npx on each machine. It runs as a single authenticated Render web service that any MCP client can connect to at a shared HTTPS endpoint.
      23
      3,465,430 npm
      Apache 2.0
    • A
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      Enables LLMs to drive a hosted headless Chromium browser over HTTP, performing navigation, clicks, typing, and page reading through accessibility snapshots, protected by bearer-token authentication.
      23
      3,465,430 npm
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    TDQS

    B3.4/5.0

    Scored across 23 tools

    Disambiguation4/5

    Most tools target clearly distinct actions (click, hover, navigate, screenshot), and descriptions help distinguish close pairs like snapshot vs. screenshot and network_requests vs. network_request. However, several clusters overlap—type/fill_form/press_key, drag/drop/file_upload, and evaluate/run_code_unsafe—which could occasionally cause misselection.

    Naming Consistency5/5

    All 23 tools use a consistent browser_ prefix with snake_case, making the set predictable and easy to scan. The pattern mixes verb-based and noun-based names (browser_click vs. browser_snapshot), but the convention itself is stable throughout.

    Tool Count4/5

    23 tools is slightly heavy for the typical 3-15 range, but each maps to a distinct Playwright action needed for full browser automation. There is no obvious redundancy, though a few tools (drop vs. drag, evaluate vs. run_code_unsafe) could potentially be consolidated.

    Completeness4/5

    The surface covers navigation, interaction, forms, dialogs, network inspection, screenshots/snapshots, tabs, and waits—a comprehensive lifecycle for browser automation. Minor gaps include no forward-navigation counterpart to browser_navigate_back and no explicit scroll tool, though browser_evaluate can work around both.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues