ComfyUI Workflow Analysis

Summarize: comfy_read(workflow) → pattern, key params, flow
Deep dive: comfy_trace(workflow, node_id) → specific connections
Follow data: comfy_upstream / comfy_downstream → trace the graph

Understand workflow structure and node connections.

MCP Tools

Tool	When to use
`comfy_read`	First step - get human-readable summary of any workflow
`comfy_trace`	See a specific node's inputs and outputs with slot names
`comfy_upstream`	Find all nodes feeding INTO a target node
`comfy_downstream`	Find all nodes FED BY a source node

Installs

Repository

GitHub Stars

First Seen

Feb 2, 2026

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