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    • A
      license
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      Enables AI assistants to drive a hosted headless Chromium browser over HTTP, letting them navigate pages, click, type, and read structured accessibility snapshots via the Model Context Protocol.
      23
      8,572,341 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
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      Apache 2.0
    • A
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      Enables AI clients to drive a hosted headless Chromium browser over HTTP — navigating, clicking, typing, and reading pages through structured accessibility snapshots rather than screenshots. Runs as a single authenticated web service, so any MCP client can connect to a shared HTTPS URL without installing a local browser.
      23
      8,572,341 npm
      Apache 2.0
    • A
      license
      B
      quality
      C
      maintenance
      Enables LLMs and MCP clients to control a hosted headless Chromium browser over HTTP, navigating, clicking, typing, and reading pages via structured accessibility snapshots, with bearer-token authentication.
      23
      8,572,341 npm
      Apache 2.0

    TDQS

    B3.2/5.0

    Scored across 23 tools

    Disambiguation5/5

    Each tool serves a distinct browser automation purpose: navigation, actions (click, hover, drag), input (type, press_key, fill_form), page inspection (snapshot, screenshot, network/console), and session management (tabs, resize, close). No two tools overlap in function; even similar tools like browser_evaluate and browser_run_code_unsafe are clearly separated by context (page vs server).

    Naming Consistency5/5

    All 23 tools follow the consistent pattern of 'browser_' prefix followed by a lowercase snake_case verb or verb phrase (e.g., browser_navigate, browser_network_requests). The naming is uniform, descriptive, and predictable, making it easy to infer tool behavior from the name alone.

    Tool Count3/5

    At 23 tools, the count falls in the 16–25 range, which feels heavy per calibration. However, the domain of browser automation is inherently broad, and each tool addresses a specific action or inspection need. Still, the number exceeds the typical well-scoped 3–15 range, meriting a borderline score.

    Completeness4/5

    The toolset covers core browser workflows comprehensively: navigation (navigate, back), user input (click, type, press_key, select_option, fill_form), page diagnostics (snapshot, screenshot, console, network), and browser management (tabs, resize, close). Minor gaps exist (e.g., no explicit 'reload' or 'go forward' tool), but these can be handled via browser_evaluate or browser_navigate, so the surface is largely complete.

    Maintenance

    ActivityStale
    ResponsivenessNo issues