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ghost-in-the-droid

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3/5.0

    Scored across 66 tools

    Disambiguation2/5

    Many tools have overlapping purposes (e.g., tap_element vs tap, get_elements vs get_screen_tree vs get_screen_xml, screenshot variants, OCR variants, app listing tools, and CRM lookup tools). Even with descriptions, an agent may struggle to select the correct tool.

    Naming Consistency3/5

    Mostly snake_case verb_noun, but there are bare verbs (swipe, tap, wait), noun-only names (device_health, app_state, screen_recording_status), and inconsistent prefix usage (crm_lookup_contact vs lookup_lead). The pattern is readable but not fully consistent.

    Tool Count1/5

    66 tools is excessive for a single server, far beyond the typical 3-15 well-scoped set. This causes usability issues despite the broad domain.

    Completeness3/5

    The server covers many mobile automation areas (UI, OCR, workflows, skills, crashes, CRM), but notable gaps remain—no direct app uninstall, no lead update/reply, no device setting controls. Agents can work around some gaps via workflows.

    Maintenance

    ActivitySlowing
    ResponsivenessWithin a week

    Resources