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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables an LLM to drive a real browser efficiently by using a lightweight decision model for each step, providing tools for navigation, clicking, typing, and extracting page data without sending full page snapshots to the model.
      0
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.
      Apache 2.0

    TDQS

    B3.2/5.0

    Scored across 13 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: look observes, browse runs an autonomous loop, click/type/select target numbered elements, and click_at/drag/press handle special input. The only mild overlap is between browse and look, plus click vs click_at, but descriptions resolve these boundaries.

    Naming Consistency4/5

    Names are mostly consistent lowercase single-word actions (click, type, select, scroll, goto, back), with minor deviations like click_at and the noun-like status/doctor. No camelCase/snake_case chaos, but not a strict verb_noun pattern.

    Tool Count5/5

    13 tools is well-scoped for a browser automation server. Each tool covers a distinct capability needed for navigation, observation, interaction, or diagnostics.

    Completeness4/5

    The set covers the core browser agent lifecycle: navigation, observation, clicking, typing, selecting, scrolling, dragging, key presses, diagnostics, and a high-level browse loop. Minor gaps like hover, refresh, tab management, or waiting are missing but agents can often work around them.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues