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  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to automate GUI interactions across Windows, Linux, macOS, Android, iOS, and browsers using structured platform APIs first, with vision grounding as a fallback for robust cross-platform computer use.
    17
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Exposes mobile system capabilities as MCP tools so AI agents can access clipboard, location, calendar, contacts, files, storage, networking, and device connectivity through standard transports. It applies permission policies and native adapters for integration into mobile apps without bundling an AI agent or host bridge.
    4 npm
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    Enables local Windows UI automation and screen capture, targeting windows that are difficult to automate such as games and legacy apps, with tools for window management, mouse and keyboard input, and desktop capture.
    8
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Small MCP server for GNOME Wayland desktop automation, enabling element lookup, activation, typing, screenshots, and wait helpers through AT-SPI and Mutter RemoteDesktop.
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    MCP server that interacts with the Phone Link Windows app via UI Automation to read messages, calls, notifications, and photos, and perform actions like sending SMS and making calls.
    9
    1
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP-speaking AI agents to operate a desktop and browser through structured UI inspection, mouse/keyboard gestures, tab-scoped browsing, and approved local screen recording with editing.
    3
    1
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Provides an MCP server for local low-power screen vision, enabling AI agents to perform OCR and UI detection on inaccessible screens (games, remote desktops) using NPU acceleration and system OCR.
    5
    1
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    A TypeScript-based bridge between AI models and Android device functionality, enabling interaction with Android devices through ADB commands for tasks like app installation, file transfer, UI analysis, and shell command execution.
    10
    506 npm
    56
    MIT
  • A
    license
    A
    quality
    D
    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
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that enables AI assistants to control and interact with Android devices, allowing for device management, app debugging, system analysis, and UI automation through natural language commands.
    8
    447
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    MCP server exposing Windows desktop UI Automation as tools for AI agents, enabling automated interaction with Windows applications via Appium.
    90
    18 npm
    1
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    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.
    37
    192 npm
    1
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables installing, launching, and inspecting Android APKs on a dedicated emulator, with screen capture, UI tree inspection, and touch/navigation control via MCP tools.
    10
    -
  • A
    license
    A
    quality
    C
    maintenance
    Cross-platform desktop automation MCP server that lets AI agents capture screenshots, run OCR with UI-element classification, control mouse/keyboard, and launch programs on Linux, macOS, and Windows.
    20
    1
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    This server enables AI agents to operate Windows and Linux computers by observing the screen, understanding the UI through accessibility, OCR, and vision, and performing mouse, keyboard, window, clipboard, and system actions with verification and recovery.
    29
    2
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to send Windows toast notifications and dialog boxes, allowing them to actively notify users and request confirmations through native Windows UI.
    2
    1
    ISC
  • A
    license
    B
    quality
    D
    maintenance
    An MCP server that allows AI agents to drive real Android devices via adb, capturing screenshots, reading the live UI tree, and performing actions like tap, swipe, and type.
    13
    5 npm
    1
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to observe and control local browsers and desktop applications over MCP, including reading UI elements and differences, capturing images, and performing permitted clicks, typing, selections, scrolling, and multi-window operations.
    16
    2
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Enables mobile device automation for Android (via ADB) and iOS Simulator (via simctl), allowing you to control devices with natural language through screenshots, UI interactions, text input, and app management.
    14
    876 npm
    381
    MIT
  • 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
    4
    -