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    Enables agents that cannot accept image input to read a running Android app's UI as text — dumping the accessibility/semantics tree, auditing tap targets and overlaps, and rendering pixels as glyphs — and to drive it by tapping elements resolved from their labels. Works without a hosted vision API, using adb against a connected device.
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    MIT
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    Lets AI agents place GPS-anchored real-world billboards, deals, and AR/holographic messages at any latitude/longitude, generating or attaching artwork and then publishing it so nearby humans see it across iOS, Android, web maps, and Meta Quest simultaneously. It also exposes tools for checking API health, listing account deals, and searching public deals.
    11
    MIT
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    Enables comprehensive color manipulation, conversion between 22+ formats (HEX, RGB, HSL, CMYK, LAB, etc.), palette generation, gradient creation, and accessibility compliance checking. Supports framework-specific outputs for CSS, Swift, Android, Flutter, and Tailwind with high-precision conversions and visualization capabilities.
    25
    MIT
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    Generate deployment-ready PWA, iOS, and Android app icon sets from a text description. Produces all 27 required sizes, maskable icons, Xcode-ready iOS icons, Android mipmap folders, splash screens, and manifest.json packaged as a ZIP. Powered by Google Imagen 4.
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    MIT
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    Drives Android, iOS, smart TV (Android TV, Tizen, webOS), web and Bluetooth (BLE) devices from an agent: start a session, tap, type, swipe and assert by XPath, visible text, OCR or image, then save the steps as a replayable CSV test suite.
    162 PyPI
    64
    Apache 2.0
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    Gives AI agents vision and control over Android devices using ADB and scrcpy, enabling screenshots, input gestures, app management, UI automation, shell commands, file transfer, and audio/video streaming.
    151 npm
    MIT
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    MCP server for querying Money Manager backups (.mmbak) with transaction search, spending summaries, trends, merchant analysis, and OCR full-text search over receipt photos. Local-first and read-only, supporting both iPhone and Android backup formats.
    MIT
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    Enables MCP-compatible AI assistants to see and control Android devices through ADB and a fast device-control protocol, including screenshots, touch input, typing, app management, UI inspection, file transfer, shell commands, and audio/video streaming.
    151 npm
    MIT
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    Enables AI agents to load web pages in true-to-size iPhone, iPad, and Android device frames, capture screenshots, inspect interactive elements and layout diagnostics, and automate tap/type/scroll flows with network mocks, console errors, and test evidence.
    MIT
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    Enables MCP-compatible AI assistants to see and control Android devices via ADB and scrcpy, exposing 44 tools for screenshots, taps, swipes, typing, UI element discovery, app management, file transfer, clipboard, shell commands, and audio/video streaming. Uses scrcpy's binary control protocol for fast input and near-instant screenshots, with an ADB fallback when no scrcpy session is active.
    151 npm
    MIT
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    Enables AI agents to analyze and interact with Android phone screens via ADB, using the AutoGLM model to answer queries about screen content and coordinates.
    33 PyPI
    MIT
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    Gives MCP-compatible AI assistants vision and control over Android devices — capturing screenshots, tapping, swiping, typing, launching apps, inspecting UI elements, streaming audio/video, transferring files, and running shell commands over ADB, with a fast binary control protocol for near-instant input and screenshots.
    151 npm
    MIT
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    Analyzes app screenshots to identify UI/UX issues, compare designs with implementations, and provide actionable fixes using GPT-4o/GPT-5.2 vision capabilities. Supports single/batch analysis, design comparison, and automated report generation for iOS, Android, web, and desktop platforms.
    MIT