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"How to evaluate an app in an Android emulator" matching MCP servers:

  • Android DevTools MCP

    xleepy
    A
    license
    A
    quality
    C
    maintenance
    Enables an agent to inspect and interact with Android emulators or physical devices via ADB, capturing UI snapshots, tapping nodes, typing text, and reading app logs.
    10
    MIT

  • Agent-Android

    xiaoran7
    A
    license
    B
    quality
    A
    maintenance
    A local MCP server that controls Android devices via ADB, enabling AI agents and users to manage devices, execute UI automation, and perform testing through 27 MCP tools and an optional web console.
    27
    1
    MIT
  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
    A
    license
    B
    quality
    A
    maintenance
    Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.
    66
    310
    MIT

  • Android-MCP

    HadyAhmed00
    A
    license
    Not graded
    quality
    D
    maintenance
    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.
    1
    MIT

  • Android MCP

    Steph-ux
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables full Android control from any AI agent via 7 MCP tools, including screen capture, touch interaction, app management, and system control.
    MIT

  • Android MCP

    hamen
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Android devices and emulators through ADB, allowing control actions like tapping, text input, screenshots, UI inspection, and app launching through natural language.
    15
    8
    ISC

  • Android Mobile MCP

    erichung9060
    F
    license
    A
    quality
    C
    maintenance
    Enables AI agents to interact with Android devices through UI manipulation, screen capture, touch gestures, text input, and app management via ADB. Provides comprehensive mobile automation capabilities including element detection, navigation, and application control for Android device testing and interaction.
    9
    5

  • Android Puppeteer

    pedro-rivas
    F
    license
    B
    quality
    D
    maintenance
    Enables AI agents to interact with Android devices through visual UI element detection and automated interactions. Provides comprehensive Android automation capabilities including touch gestures, text input, screenshots, and video recording via uiautomator2.
    12
    5

  • android-mcp-server

    chldu2000
    A
    license
    B
    quality
    C
    maintenance
    Enables Android device control via ADB and scrcpy, including device management, app management, file operations, shell commands, input simulation, screen mirroring, and UI element inspection.
    25
    Apache 2.0

  • android-adb-mcp

    Web4w3
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for Android device management via ADB, enabling inspection and configuration of Android devices over USB or Wi-Fi.
    28
    Apache 2.0

  • Android MCP Server

    itest4u
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables control and automation of Android devices using uiautomator2 and ADB. It supports UI interactions, app management, and shell command execution through the Model Context Protocol.
    Apache 2.0