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  • A
    license
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    quality
    C
    maintenance
    Enables AI assistants to capture screenshots and control desktop input (mouse, keyboard) to see and interact with your screen. Features user-first safety controls including automatic pause on user activity and app allowlists to restrict interactions to approved applications only.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to see, locate UI elements, and operate any Windows desktop app through natural language, using accessibility-tree matching with optional vision-model fallback, plus an autonomous visual loop with introspection and meta-learning.
    3
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A Windows desktop automation MCP server that enables UI recognition through OCR, UIA controls, and multi-point color matching. It allows agents to interact with desktop applications via actions like clicking and typing while using a learning system to track and improve operation success.
    -
  • F
    license
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    quality
    D
    maintenance
    An MCP server that provides an interactive PyQt5 UI for enhanced model communication, featuring multi-image management, file attachments, and customizable cognitive performance modes. It enables users to input complex content and manage workspace assets through a structured, tag-based output format.
    29
    -
  • A
    license
    B
    quality
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    maintenance
    An MCP server for reliable iOS Simulator automation that enables agents to control devices, read accessibility UI trees, and capture screenshots. It supports deterministic grounded actions like tapping, typing, and swiping to create a closed-loop observe-reason-act cycle.
    15
    4 npm
    2
    MIT
  • A
    license
    Not graded
    quality
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    maintenance
    An MCP server that enables high-speed Android screenshot capture with ~50ms latency using the scrcpy frame buffer. It maintains a circular buffer for instant access to recent frames and automatically falls back to ADB when scrcpy is unavailable.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to generate production-ready, professional UI design systems and components from simple descriptions, with real images, animated components, and automated quality checks.
    16
    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
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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI to inspect and interact with UI elements, supporting control mode for the runner's own UI and SDK mode for external applications.
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to present interactive choices to users via browser popups, supporting single and multiple selections with optional custom input.
    2
    8 npm
    3
    MIT
  • A
    license
    A
    quality
    A
    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
    B
    quality
    D
    maintenance
    Enables AI agents to capture screenshots from Android devices and emulators, and manage connected devices for UI analysis and testing. Supports device listing, screenshot capture, and integrates with Claude Desktop, Gemini CLI, and GitHub Copilot.
    2
    13 npm
    25
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables comprehensive UI/UX development workflows through integrated tools for component development with Storybook, Tailwind CSS styling, Framer Motion/GSAP animations, Playwright testing, and automated design system generation. Provides end-to-end automation for visual regression testing, accessibility compliance, and UX optimization analysis.
    12
    2
    MIT
  • F
    license
    C
    quality
    C
    maintenance
    An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.
    15
    4
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