A
licenseA
qualityC
maintenanceA universal MCP server that lets agents discover ComfyUI nodes, build/edit/run API workflows, manage queues, retrieve outputs, and optionally render graphs on a ComfyUI canvas.
23
2
Apache 2.0
comfyui-mcp
by bernardogv
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TDQS
A3.7/5.0
Scored across 16 tools
Disambiguation5/5
Each tool targets a distinct operation—downloading, listing, viewing, writing, queuing, or managing—with no two tools sharing the same purpose. The few related tools (queue_workflow vs queue_batch, list_outputs vs view_latest) are clearly differentiated by their descriptions and use cases.
Naming Consistency4/5
Tool names follow a consistent snake_case verb_noun pattern (list_workflows, read_workflow, write_workflow, queue_workflow, cancel_queue). Minor deviations like 'system_stats' (no verb) and 'pick_top' (verb+adverb) are still clear and do not disrupt readability.
Tool Count4/5
At 16 tools, the set is slightly above the ideal 3-15 range, but every tool serves a distinct purpose in managing ComfyUI workflows, models, outputs, and queue operations. The count feels appropriate for the server's full-featured scope rather than bloated.
Completeness4/5
The domain covers workflow CRUD (list/read/write), model download/list, output retrieval/curation, and queue management with wait/cancel, covering the core lifecycle. Notable omissions are delete operations for workflows and models, which are minor gaps that agents can work around.
Maintenance
ActivitySlowing
ResponsivenessNo issues