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
comfy-draftsman
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TDQS
A4.1/5.0
Scored across 29 tools
Disambiguation4/5
Most tools have clearly separated roles: instance introspection, node/module discovery, workflow editing, workflow checking, execution, output handling, and queue management. A few pairs like get_instance_info/check_setup and lint_workflow/validate_workflow/diagnose_workflow are close enough to require careful reading, but they are not interchangeable.
Naming Consistency5/5
Every tool uses clear, predictable snake_case verb_noun naming: get_, list_, create_, import_, edit_, run_, save_, search_, and manage_ are applied consistently. The many *workflow tools all share the same suffix pattern, and there are no mixed conventions or vague verbs.
Tool Count4/5
At 29 tools, this is a heavy toolset, but the count maps fairly well to the broad ComfyUI lifecycle: setup, discovery, workflow creation/editing, validation/repair, execution, output retrieval, queue control, and persisted knowledge. It is slightly over-scoped, with a few validation/status/output tools that could theoretically be merged, but the count is not bloated given the domain.
Completeness4/5
The surface is nearly complete for a ComfyUI drafting assistant: one can discover nodes/models/templates, create and import workflows, edit and organize them, validate or diagnose them, run them, fetch outputs, upload images, manage the queue, and save or export the result. The main missing lifecycle niceties are explicit workflow deletion and uninstall/manage node packs, which are minor gaps rather than dead ends.
Maintenance
ActivitySlowing
ResponsivenessNo issues