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    • A
      license
      A
      quality
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      maintenance
      Enables AI agents to control macOS desktop apps via screenshots, mouse clicks, keyboard input, accessibility queries, and AppleScript.
      11
      6 npm
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Lets AI agents see and control desktop applications through the accessibility layer, enabling clicking, typing, scrolling, dragging, and window/app management across macOS, Windows, and Linux entirely on the local machine.
      15
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Lets any AI agent operate desktop apps on macOS, Windows and Linux in the background through the accessibility tree, including iPhone Mirroring on macOS. It shows the agent numbered elements plus a window screenshot, with built-in safety rules.
      2
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables AI agents to see and control your desktop with tools for screenshots, clicks, typing, and more, all locally on macOS and Windows.
      378 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides a JSON-RPC computer use runtime for macOS, exposing 7 MCP tools (observe/act/inspect/session/cancel/trace) as image content blocks so external agents like Claude Code, Pi, OpenCode, or Codex CLI can capture screenshots and drive the desktop with clicks, keys, and typing while enforcing session locking, stale-frame protection, and trace redaction server-side.
      14 npm
      1
      MIT

    TDQS

    B3.2/5.0

    Scored across 35 tools

    Disambiguation2/5

    Two parallel semantic pipelines cover the same Chrome automation ground: ax_read/ax_activate with target=paired_page versus chrome_read/chrome_activate, with no clear rule for when to pick which. Clicking a UI element can also be done through ax_activate, chrome_activate, click_mark, or left_click, and legacy ax_click/ax_focus/ax_set_value plus the read_ui alias add further alternatives. Descriptions label preferred vs legacy vs compatibility routes, but the boundaries remain blurry enough to invite misselection.

    Naming Consistency3/5

    There is a common verb_noun pattern in tools like read_clipboard, write_clipboard, click_mark, open_application, type_text, zoom_region, and inspect_app, and the ax_ and chrome_ families are internally consistent. However, many tools break that pattern: action-only names (scroll, wait, screenshot, ocr), noun_noun names (cursor_position, batch_actions, key_combo), and adjective_noun names (left_click, right_click, double_click). The set is readable but lacks one predictable convention.

    Tool Count2/5

    At 35 tools, the server exceeds the well-scoped 3-15 range and sits in the too-many category. Several tools are explicitly legacy, compatibility, or debug variants (ax_click, ax_focus, ax_set_value, read_ui, click_mark, dump_ax), and the ax_* versus chrome_* Chrome pipelines duplicate capability rather than each earning a distinct place. The broad computer-use domain justifies a rich surface, but this set could be consolidated.

    Completeness4/5

    Coverage is strong across the apparent domain: native UI read/action, Chrome semantic lifecycle (pair, status, read, activate, focus, set value, scroll, release), visual fallbacks (screenshot, OCR, zoom), low-level input (mouse, keyboard, clipboard, scroll), and application/window discovery. Gaps such as drag-and-drop, hover, window manipulation, and conditional waits are real but minor and usually workable through existing primitives.

    Maintenance

    ActivityActive
    ResponsivenessResponsive