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Karagöz

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    Deploy Server
    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    B3.4/5.0

    Scored across 18 tools

    Disambiguation4/5

    Most tools have a clearly distinct purpose: device discovery, screenshots, UI inspection, gestures, app lifecycle, logs, and setup are separated. The only plausible overlaps are install/uninstall versus install_runner/uninstall_runner and launch versus open_url, but their descriptions make the target objects clear.

    Naming Consistency4/5

    All tool names use lower_snake_case, making the set predictable to read. However, naming mixes bare imperative verbs (tap, swipe, install, launch) with noun/resource names (devices, screenshot, ui_tree, doctor, logs), so it is not a uniform verb_noun convention.

    Tool Count4/5

    18 tools is slightly above the typical 3-15 range, but each maps to a real mobile automation need. Cross-platform device setup, runner management, UI interaction, and app lifecycle operations justify the size without obvious filler.

    Completeness4/5

    The surface covers device discovery, UI inspection, gestures, text/key input, app install/uninstall/launch/terminate, logs, and setup. Minor gaps exist for multi-touch gestures, hardware button shortcuts beyond key, and explicit waits, but agents can generally work around them.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

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