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  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to control macOS by capturing screenshots and performing mouse clicks, movement, dragging, text typing, hotkeys, and scrolling, with support for Gemini's normalized coordinate protocol and Retina display scaling.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables management of system users through a simple sample API, exposed as MCP tools for natural-language interaction.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    A modular MCP server that provides comprehensive system automation capabilities including file operations, Telegram integration, job scheduling, system control, and YouTube downloads. Features persistent data storage and a clean architecture for easy extension and maintenance.
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  • F
    license
    A
    quality
    D
    maintenance
    Enables secure filesystem operations with directory sandboxing and optional read-only mode. Supports file reading/writing, directory management, file searching, and text operations while restricting access to specified directories.
    12
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  • A
    license
    A
    quality
    B
    maintenance
    MCP server that lets Claude use your Mac — native apps and the browser — by remembering what it has seen instead of screenshotting every step.
    12
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Mac window manager AI agents can drive: see every monitor and window, apply multi-monitor layouts in one call, save and relaunch whole workspaces, snap zones, keep-awake, and annotated screenshots. Backed by a native macOS menu bar app over a local-only loopback API — no cloud, no telemetry.
    22
    17
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    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
  • F
    license
    A
    quality
    C
    maintenance
    Enables natural-language diagnosis of Linux system issues by providing sandboxed, typed tools for system, service, filesystem, and git inspection, with human approval for mutating actions.
    18
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  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to query Windows process, window, and console information via structured JSON instead of screenshots, reducing token usage by 94-98%.
    20
    22 npm
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Inspect a cronstable job scheduler's jobs, logs, run history, DAG workflows, and cluster health, and ask why a job did or didn't run. Read-only by default; tools that run, pause, or approve jobs and workflow runs need opt-in.
    19
    394 PyPI
    139
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables an AI agent to control a genuinely visible Windows terminal window by spawning it, sending keystrokes, reading the rendered console buffer, and closing it so a human can watch every action in real time.
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    jobd is a self-hostable, GPU-aware job broker that queues and routes shell commands across your own machines — picking workers by available VRAM and tool tags, streaming logs back, and surviving across sessions. It ships native MCP integration, so agents can submit, monitor, and control long-running or GPU jobs as tools.
    9
    111 PyPI
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP-capable LLM clients to perform read-only Linux system observation and OS algorithm experiments by exposing typed tools for memory, filesystem, process, and CPU scheduling data with controlled, safe boundaries.
    12
    MIT
  • F
    license
    A
    quality
    F
    maintenance
    Enables Claude Code to interact with Linux X11 desktops by performing mouse actions, keyboard input, and capturing screenshots. It provides a suite of tools for automation tasks such as clicking, typing, and zooming on specific screen regions.
    16
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