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mwaight

ComfyUI-GPU-Optimizer

by mwaight
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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 14 tools

    Disambiguation4/5

    Most tools have distinct purposes (ComfyUI lifecycle vs GPU management), but gpu_flush_models and vram_flush both free VRAM with slightly different scopes, causing minor overlap. Overall clear separation.

    Naming Consistency3/5

    Tools follow a verb_noun pattern with prefixes (comfyui_, gpu_), but vram_flush breaks the pattern by using a different style. The naming is mostly predictable but has one inconsistency.

    Tool Count4/5

    14 tools is reasonable for managing a GPU-optimizer server. It covers ComfyUI operations and GPU/VRAM management without being excessive, though slightly above the ideal 3-15 range.

    Completeness4/5

    The tool set covers core workflows: start/stop/restart ComfyUI, VRAM monitoring and management, and GPU status. Missing advanced features (e.g., configuring GPU device) but no critical gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessSyncing

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