shotbox
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- AlicenseNot gradedqualityAmaintenanceEnables AI agents to inspect, automate, and test desktop GUI applications on Wayland through window/desktop streaming, semantic AT-SPI accessibility tree inspection, and boundary-clamped mouse, keyboard, drag, and scroll input injection. It also manages application process lifecycle, captures window frames, and registers Python GUI scripts as native Linux desktop launchers.MIT
- AlicenseNot gradedqualityAmaintenanceEnables AI agents to see, click, type, and drive a Wayland Linux desktop through mouse, keyboard, screenshots, OCR, icon finding, window management, and accessibility-tree inspection.1ISC
- AlicenseNot gradedqualityAmaintenanceEnables AI agents to automate Linux desktop GUI by launching and interacting with Wayland applications in isolated virtual KWin sessions, or connecting to live desktops for collaborative automation.266 PyPI69MIT
- AlicenseAqualityBmaintenanceEnables AI agents to operate a real GNOME Wayland desktop through accessibility-tree widget actions, pointer/keyboard input, OCR, window management, and screen capture, optionally on a private headless session.3338 PyPI8Apache 2.0
- AlicenseNot gradedqualityAmaintenanceEnables AI agents and automation tools to interact with GUI applications in isolated X11 displays via MCP, supporting input, window management, screenshots, clipboard, and accessibility actions.4MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI coding agents to autonomously interact with and test web applications in a real browser, providing DOM/Accessibility tree extraction, runtime telemetry, screenshot capture, and Markdown test reports.15 npm1MIT
TDQS
Scored across 18 tools
Most tools have distinct purposes (session lifecycle vs. input vs. inspection vs. audio/gamepad). However, accessible_tree, lint, contrast, and tab_walk all inspect UI but overlap in outputting node information, and screenshot/record/sound overlap in capturing media. Descriptions help but boundaries are not always crisp.
Mixed conventions: snake_case verbs like type_text, start_session, wait_for, press_keys, tab_walk, accessible_tree sit alongside bare nouns like spawn, screenshot, announcements, sound, gamepad, click, scroll, lint, contrast, record. Readable but not a predictable pattern.
18 tools is borderline heavy for a UI-automation server and several specialized tools (gamepad, sound, record, contrast, lint, tab_walk) dilute the core surface. Each earns some place, but the count feels overgrown relative to essential capabilities.
Strong lifecycle coverage: session start/stop, program spawn/output, inspection (tree, screenshot, announcements), input (click, scroll, keys), and specialized capture/audit tools. Missing explicit window management (resize, move, close) and clipboard operations, but agents can work around most gaps.