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Android MCP

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    • Android-MCP

      HadyAhmed00
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      Enables AI agents to control Android devices and emulators through direct UI interaction, allowing app navigation, automated testing, and real-world task execution via ADB without computer vision or scripts.
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    • Android MCP Server

      divineDev-dotcom
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      Enables AI agents to fully control Android devices through over 30 tools for app management, UI automation, and vision-based analysis via ADB. It supports multi-device management, action recording, and smart execution strategies ranging from UI hierarchy parsing to coordinate-based interaction.
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    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

    C2.7/5.0

    Scored across 14 tools

    Disambiguation2/5

    Several tools have overlapping purposes. Coordinate-based actions (Click, LongClick, Type, Swipe, Drag) are all performed at coordinates, making it unclear when to use which. Device management tools (ConnectDevice, Device, ListDevices) also overlap. ClickBySelector and WaitForElement are distinct but the overall set causes confusion.

    Naming Consistency3/5

    All tool names use PascalCase, but the naming style is inconsistent. Some are single verbs (Click, Drag, Wait) while others are compound verbs (ClickBySelector, WaitForElement) or nouns (Device, Notification, Snapshot). There is no consistent verb_noun or action_object pattern.

    Tool Count5/5

    14 tools is well-scoped for an Android device interaction server. It covers device management, UI interactions, and screen capture, without overwhelming the agent. Each tool serves a distinct purpose and the count is appropriate for the domain.

    Completeness3/5

    The tool surface covers core Android automation tasks like clicking, typing, swiping, and device management. However, it lacks explicit scroll support, element property inspection, and text input by selector (only coordinate-based typing). These gaps may require workarounds.

    Maintenance

    ActivityInactive
    ResponsivenessWithin a week

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