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  • A
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    Enables Claude to operate Android Studio and the entire Android toolchain: build, test, lint, run on devices/emulators, analyze APKs, scaffold projects, inspect code, and drive the live IDE via 73 tools.
    73
    4
    MIT
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    quality
    B
    maintenance
    Enables AI assistants to discover, retrieve, and compare official international development indicators from sources such as the World Bank, FAOSTAT, WHO, UNICEF, and IMF, while preserving source identifiers, units, and citations.
    10
    2
    MIT
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    license
    Not graded
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    C
    maintenance
    MCP server for operating and testing Android devices with AI agents. Provides observation and action tools for interactive control and spreadsheet-driven test runs.
    Apache 2.0
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    Lets an AI assistant read and write business records in plain language, including looking up people, creating and updating tasks, logging time, and pulling utilization reports through a synthetic ops platform or an optional ClickUp adapter.
    8
    MIT
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    Enables an agent to drive an Android phone attached via USB by reading the screen, deciding next steps, executing actions, and verifying results, all through adb.
    19
    2
    MIT
  • A
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    A read-only MCP server that enables AI agents to act as GCP platform engineers, allowing them to investigate incidents, take inventory, and find cost-optimization opportunities in Google Cloud projects without mutating any infrastructure.
    16
    22 PyPI
    2
    MIT
  • A
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    quality
    F
    maintenance
    Score your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.
    8
    1
    MIT
  • A
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    maintenance
    Enables AI agents to manage Android toolchains and run whitelisted Gradle builds for registered projects, returning APK paths, SHA-256 hashes, logs, and last-build results over stdio.
    4
    MIT
  • F
    license
    A
    quality
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    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
    61 PyPI
    2
    -
  • A
    license
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    quality
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    maintenance
    Enables AI agents to control, inspect, and automate Android devices, Waydroid containers, and AVD emulators over ADB. Provides tools for screenshots, UI-hierarchy text-based tapping, gestures, key presses, text input, app management, and raw shell commands.
    12
    MIT
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    quality
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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.
    18
    2
    MIT
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    quality
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    maintenance
    Enables any MCP assistant to see and operate an Android phone or emulator over plain adb, reading the accessibility tree to tap elements by name and also supporting screenshots, typing, swiping, app launching and installation, and logcat — with nothing installed on the device and no root required.
    13
    MIT
  • F
    license
    B
    quality
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    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
    4
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  • 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
  • F
    license
    B
    quality
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    maintenance
    Provides comprehensive Android device management capabilities through ADB, including device management, app management, file operations, and system monitoring.
    18
    1
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  • A
    license
    B
    quality
    F
    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
    64 PyPI
    Apache 2.0
  • F
    license
    B
    quality
    B
    maintenance
    Enables comprehensive Android device control over ADB, including UI automation, screen capture/recording, app management, file operations, and log/notification access, with a built-in permission system.
    71
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  • A
    license
    C
    quality
    A
    maintenance
    Enables AI agents to inspect APKs and resources, analyze native libraries, trace runtime behavior with Frida, and connect app screen actions to code through ADB.
    89
    MIT
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    license
    C
    quality
    B
    maintenance
    A lightweight bridge enabling AI agents to perform real-world tasks on Android devices such as app navigation, UI interaction, and automated QA testing without requiring computer-vision pipelines or preprogrammed scripts.
    14
    924
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables MCP-compatible AI agents to perceive and control an Android phone through tools for screenshots, visible text and coordinates, app/screen queries, taps, swipes, text input, key events, app launching, and interrupt/resume, closing the perception-action loop.
    6
    MIT
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    Not graded
    quality
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    maintenance
    A server enabling programmatic control over Android devices through ADB, providing capabilities like screenshot capture, UI layout analysis, and package management that can be accessed by MCP clients like Claude Desktop.
    811
    Apache 2.0
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    maintenance
    Enables an AI agent to safely drive Android emulators for app testing, including installing and launching apps, inspecting screens, tapping labeled UI elements, capturing screenshots, and running Flutter integration tests with strict device, argument, and job safeguards.
    MIT
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    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
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    maintenance
    Enables full Android control from any AI agent via 7 MCP tools, including screen capture, touch interaction, app management, and system control.
    43 PyPI
    MIT
  • A
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    maintenance
    Claude MCP server that enables secure access to browse and read Android project files, validating authentic projects by checking for gradle configuration files.
    3
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Local MCP server for Android emulator control, exposing tools to get emulator status, inspect UI tree, capture screenshots, and open App settings via Appium and ADB.
    ISC
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    maintenance
    An MCP server for managing local Android Virtual Devices (AVDs) and their lifecycles using Android SDK tools. It enables users to create, start, and stop emulators, while providing control over virtual sensors like the accelerometer and gyroscope.
    MIT
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    maintenance
    An internal MCP server providing Database (SQL execution) and Server (Linux SSH/SFTP) skills with 11 tools, enabling remote execution, risk control, and full audit via Claude Code or other clients.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A powerful MCP server that provides comprehensive Android device automation capabilities through ADB, enabling AI agents to interact with Android devices for testing, automation, and device control tasks.
    1
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  • F
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    maintenance
    Enables control of Android devices through ADB using natural language commands. Supports browser automation, SMS sending, device information retrieval, settings control, and common device actions like screenshots and button presses.
    3
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    Enables AI assistants to interact with the Open Targets Platform API to search and retrieve comprehensive data about target-disease associations, drugs, genes, and drug discovery information through GraphQL queries.
    5
    37
    Apache 2.0