Zero-Change Asset & Prompt Management for ComfyUI

Numonic for ComfyUI

The first asset management and lineage tracking platform built to integrate with ComfyUI. Automatically capture your prompts, parameters, and output assets—without disrupting your creative flow.

Free image, prompt, and metadata storage for ComfyUI creators.

  • No Workflow Changes
  • Desktop Sync or Web Upload
  • Cloud Backup Included

The ComfyUI Organization Problem

Skip Output Folder Chaos with AI-Powered Curation & Free Cloud Storage

You've spent hours perfecting a ComfyUI workflow, tweaking nodes, experimenting with models and LoRAs. You generate hundreds of images, find a few gems... and then struggle to remember the exact settings that produced them. Or worse, can't even find the assets in the mess of folders spread across your device and the cloud.

Lost Workflows & Settings?

Reclaim your creative process. Never lose the exact node configurations that created your best work.

Can't Find Specific Outputs?

Ditch the "dump" folder. Search by prompt, model, or LoRA to find exactly what you need.

Broken Graphs After Updates?

Preserve your working configurations. Keep a versioned history of workflows that work.

Folder Clutter & Naming Nightmares?

Bring structure to your creations with automatic organization and smart tagging.

Numonic provides a structured, searchable library optimized for the way you work in ComfyUI.

How the ComfyUI Integration Works

Works Out of the Box. No Workflow Changes Required.

Keep using ComfyUI exactly as you do today. Install our Desktop Sync app to monitor your output folder, or simply upload via our web interface—Numonic works with the files ComfyUI already produces.

ComfyUI

Create

Workflow

Generate

PNG

Numonic Cloud

Store &

Organize

Extract

Metadata

User Dashboard

Search &

Retrieve

Export Back

to ComfyUI

Diagram showing how Numonic integrates with ComfyUI workflow

Option 1: Desktop Sync App

Install the Desktop Sync client and point it at your ComfyUI output folder. New images are automatically detected and uploaded with all embedded metadata.

  • • Monitors folders in the background
  • • Zero changes to your ComfyUI workflows
  • • Works with your standard save behavior

Option 2: Web Upload

Prefer manual control? Use the Numonic web interface to drag-and-drop your PNG files. We extract the embedded workflow metadata automatically.

  • • Upload individual files or batches
  • • No software installation required
  • • Works from any device

Automatic Metadata Extraction

Both methods read the embedded workflow metadata from your PNG files—prompts, models, LoRAs, samplers, seeds, and all node configurations.

Immediate Workflow Improvement

Start organizing your PNG-based work from the very next image you save. No migration or workflow changes required.

Full Format Support: PNG, JPEG, WebP, TIFF, MP4, MOV, WebM, and MKV—all with complete metadata extraction.

Universal Metadata Extraction

Images & Video. Workflows & Prompts. Fully Automatic.

Numonic extracts everything from your files—ComfyUI workflows, Midjourney prompts, EXIF, XMP, IPTC, and technical video metadata. Zero manual tagging required.

Image Formats

PNGJPEGWebPTIFF
  • ComfyUI workflows from PNG chunks
  • Midjourney prompts from EXIF/filenames
  • EXIF, XMP, IPTC standard metadata
  • Full stripping & IPTC injection

Video Formats

MP4MOVWebMMKV
  • ComfyUI workflows from MP4 comment atoms
  • Technical metadata: codec, duration, framerate, bitrate
  • MP4 atom & Matroska EBML parsing
  • Full stripping & XMP/tag injection

AI Workflow Metadata We Extract

Every parameter, every setting—captured automatically

Prompts & Seeds

Positive/negative prompts, seed values, CFG scale, steps

Models & LoRAs

Checkpoint names, LoRA configurations, model hashes

Workflow Graphs

Complete node configurations, connections, custom nodes

Sampler Settings

Sampler type, scheduler, denoise, dimensions

Privacy-Aware Export with AI Compliance

Share your work without exposing your secrets. Our metadata stripper removes sensitive workflow details while our IPTC 2025.1 injector adds only the compliance metadata required by EU AI Act and California SB 942.

What Gets Stripped

  • • Prompts & seeds
  • • Model/LoRA names
  • • GPS & personal info
  • • Full workflow JSON

What Gets Injected

  • • AI system indicator
  • • Digital source type
  • • Creator attribution
  • • Custody chain event
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Learn more about AI Transparency & Compliance →

What You Get with Numonic

Everything you need to organize your ComfyUI creations

Cloud Storage

Free storage for your PNG images, prompts, and complete workflow metadata. Access from anywhere.

Lineage Tracking

Automatic capture of every workflow, model, LoRA, and parameter used in your generations.

Powerful Search

Find any generation by prompt text, model name, or custom tags. No more folder hunting.

Workflow Export

Retrieve the exact ComfyUI settings from any saved image. Reproduce results instantly.

Smart Tagging

Organize with custom tags or let AI suggest tags based on your prompts and content.

Zero Workflow Changes

Keep your existing ComfyUI save behavior. Desktop Sync monitors your output folder automatically—or just use web upload.

Frequently Asked Questions

Common questions about Numonic for ComfyUI

How do I get started with Numonic for ComfyUI?

You have two options: (1) Install our Desktop Sync app and point it at your ComfyUI output folder—it automatically detects and uploads new images with all embedded metadata. (2) Use our web interface to drag-and-drop your PNG files manually. Either way, no changes to your ComfyUI workflows are required—keep using your standard save behavior.

Does Numonic slow down my ComfyUI generations?

No. Numonic runs completely separate from ComfyUI. The Desktop Sync app monitors your output folder in the background and uploads files after they're saved—there is zero impact on your generation speed or ComfyUI stability.

What metadata does Numonic capture from ComfyUI?

Numonic captures the complete workflow embedded in ComfyUI PNG files, including all node configurations, prompts (positive and negative), model/checkpoint names, LoRA settings, sampler parameters, seed values, and any custom node settings. This allows you to fully reproduce any generation. When sharing or exporting, our privacy-aware metadata stripper lets you remove sensitive workflow details while our AI Transparency features inject IPTC 2025.1 compliance metadata—so you stay compliant with EU AI Act and California SB 942 without exposing proprietary techniques.

Can I share my ComfyUI creations without exposing my workflow secrets?

Yes. Numonic's metadata stripper removes sensitive information (prompts, seeds, model names, LoRA settings) before sharing, while our privacy-aware exporter injects only the compliance metadata required by regulations like the EU AI Act. You can share your work publicly while keeping your proprietary techniques private. Learn more on our AI Transparency page.

Is the free tier really free? What are the limits?

Yes, the free tier is genuinely free for ComfyUI creators. It includes generous storage for images and metadata, unlimited workflow captures, full search functionality, and access to all core features. We offer paid tiers for teams and enterprises with advanced collaboration features.

Can I search my generations by prompt or model name?

Numonic provides powerful search across all captured metadata. You can search by prompt text (including partial matches), model/checkpoint name, LoRA names, sampler type, custom tags, and more. This makes it easy to find that specific generation from weeks ago.

Does Numonic support video outputs from ComfyUI?

Yes! Numonic fully supports MP4, MOV, WebM, and MKV video files. We extract ComfyUI workflow metadata from MP4 comment atoms, plus technical metadata like codec, duration, framerate, and bitrate. Video files also get the same privacy-aware stripping and IPTC 2025.1 injection as images—so you can share AI-generated videos while staying EU AI Act compliant.

Join the Waitlist — Launching Soon!

Be among the first ComfyUI power users to experience the future of AI asset management.

Our Free Tier for the ComfyUI Community Includes:

  • Generous Storage

    For your PNG images, extracted prompts, and complete ComfyUI workflow metadata.

  • Automatic Lineage Capture

    From every ComfyUI-generated PNG via Desktop Sync or web upload.

  • Powerful Search

    Across all captured prompts, parameters, and tags.

  • Workflow Reproduction

    View and retrieve the exact ComfyUI settings embedded in your PNGs.

We're passionate about ComfyUI and believe in empowering the community. Your feedback will shape the future of Numonic!