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    A MCP server that enables AI assistants to control Android devices via ADB, supporting device info, screen control, input simulation, app management, shell execution, file transfer, and UI parsing.
    20
    -
  • A
    license
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    quality
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    maintenance
    Drives an Android emulator or a physical device over adb. The agent screenshots, reads the UI hierarchy with true device-pixel coordinates, taps and types, manages app lifecycle, reads logcat, and runs Gradle builds and tests.
    80
    10
    MIT
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    quality
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    maintenance
    A comprehensive MCP server for Android Debug Bridge, enabling AI agents to control Android devices through structured tools like launching apps, UI automation, file operations, and log capture.
    90
    4
    MIT
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    Enables comprehensive control of Android devices via ADB for Flutter development, UI testing, and visual QA workflows. Provides 60+ tools for device management, UI inspection, app testing, performance profiling, and debugging through natural language.
    77
    37 PyPI
    MIT
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    maintenance
    MCP-first A/B testing server that enables agents to manage experiments (create, update traffic splits, read results, apply winning variants) from tools like Claude Code, with self-hosted Cloudflare backend.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Exposes a local simulated two-arm robot to TUI agents through stateful, serialized MCP tools that start trials, return camera images and joint state, jog the arm or move joints within bounded limits, and finish runs with scored metrics and native Inspect log paths. Agents can therefore drive and record robotic manipulation rollouts in Chrome-visible MuJoCo physics without any robot hardware or policy weights.
    1
    AGPL 3.0