ComfyUI-Autograph: Drive ComfyUI Workflows from Python with REPL Support
Jumpy-Measurement-65 · reddit · 2026-08-23
ComfyUI-Autograph is a Python library that drives ComfyUI workflows directly from scripts or a REPL, eliminating the need for GUI exports or running a server.
Key Features
- Workflow Conversion: Converts workflow. to API payloads directly.
- REPL Interaction: Features Tab completion for all nodes and widgets (including custom nodes). Use .choices() for options and .tooltip() for help.
- Scriptable Graphs: Connect nodes using the >> operator for clean, repeatable code.
- Serverless Execution: Runs nodes in-process without an HTTP server, ideal for farm rendering.
Additional Capabilities
- Batch convert workflows offline.
- Extract workflows directly from PNG metadata.
- Batch processing of seeds and prompts.
Built with pure Python standard library (MIT licensed), it is currently used in production pipelines at a major VFX studio.
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