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    TDQS

    A3.9/5.0

    Scored across 48 tools

    Disambiguation5/5

    Each tool has a clear, distinct purpose with no overlaps. For example, analyze_workflow provides a structured summary while get_workflow returns raw JSON; cancel_job targets running jobs while cancel_queued_job targets pending ones. All tools are well-differentiated.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (e.g., create_workflow, list_assets, visualize_workflow_hierarchical). No mixed conventions or inconsistent verb styles.

    Tool Count2/5

    At 48 tools, the server is excessively large. While each tool serves a specific purpose, the count far exceeds the typical 3-15 range for well-scoped servers and is well over the 25 threshold for 'too many'. Some consolidation would improve coherence.

    Completeness5/5

    The tool set covers virtually all aspects of ComfyUI management: workflow lifecycle, image generation with various conditioning, model/embedding management, queue control, system management, and analysis tools. No obvious gaps are present.

    Maintenance

    ActivityStale
    ResponsivenessNo issues