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lowlevel-computer-use-mcp

by codingmachineedge
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Python
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.4/5.0

    Scored across 57 tools

    Disambiguation2/5

    Several tools occupy nearly identical roles: create_headless_desktop and create_headless_desktops differ mainly by count, run_command and run_command_as_admin overlap heavily, and type_text/win_send_keys/win_set_control_text/ahk_control_send all deliver text or keys with subtle targeting differences. An agent would frequently need to read descriptions very carefully to avoid misselection.

    Naming Consistency4/5

    The set is predominantly snake_case verb_noun (list_windows, move_window, kill_process), and subsystem prefixes like wsl_, win_, and ahk_ give a predictable rhythm. Minor deviations such as window_action, recording_status, and create_headless_desktops are still readable and do not seriously break the pattern.

    Tool Count1/5

    57 tools far exceeds the well-scoped 3–15 range and crosses the 50+ extreme threshold. Even for a broad computer-use server, this is too many tools to navigate coherently, and several clusters could be consolidated without losing capability.

    Completeness4/5

    The domain is covered deeply: lifecycle support exists for windows, processes, headless desktops, virtual displays, WSL distros, recording, and admin tasks. Minor gaps remain (no clipboard, no general file listing, no dedicated Linux window listing), but run_command provides an escape hatch and there are no severe dead ends.

    Maintenance

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