REPOGEO REPORT · LITE

MinusZoneAI/ComfyUI-Kolors-MZ

Default branch main · commit 43ec2701 · scanned 5/29/2026, 9:03:01 AM

GitHub: 583 stars · 38 forks

AI VISIBILITY SCORE

22 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

1 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface MinusZoneAI/ComfyUI-Kolors-MZ, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition README to highlight Kolors integration immediately

Why:

CURRENT

## Recent changes
* [2024-08-02] 支持faceid,新增一些相关节点,工作流见examples/workflow_ipa_faceid.png
* [2024-07-27] 新增MZ_KolorsControlNetLoader节点,用于加载可图ControlNet官方模型
* [2024-07-26] 新增MZ_ApplySDXLSamplingSettings节点,用于V2版本重新回到SDXL的scheduler配置.
  

* [2024-07-25] 修正sampling_settings,参数来自 scheduler_config.json,仅V2生效
* [2024-07-21] 感谢来自yiwangsimple对Mac修复和测试的分支  https://github.com/yiwangsimple/ComfyUI-Kolors-MZ
* [2024-07-21] 新增MZ_ChatGLM3TextEncodeAdvanceV2节点
* [2024-07-18] IPA相关节点已在ComfyUI_IPAdapter_plus中支持
* [2024-07-17] 新增支持IPAdapter_plus的加载器和高级应用节点 MZ_KolorsCLIPVisionLoader,MZ_IPAdapterModelLoaderKolors,MZ_IPAdapterAdvancedKolors
* [2024-07-14] 删除自动兼容ControlNet, 新增MZ_KolorsControlNetPatch节点
  

## ComfyUI上Kolors的实现

COPY-PASTE FIX

This repository provides a native ComfyUI sampler implementation specifically for the **Kolors text-to-image diffusion model**, enabling direct integration of Kolors into your ComfyUI workflows. It includes custom nodes for Kolors UNET, ChatGLM3 text encoding, and advanced IPAdapter/ControlNet support tailored for Kolors.

## Recent changes
* [2024-08-02] 支持faceid,新增一些相关节点,工作流见examples/workflow_ipa_faceid.png
* [2024-07-27] 新增MZ_KolorsControlNetLoader节点,用于加载可图ControlNet官方模型
* [2024-07-26] 新增MZ_ApplySDXLSamplingSettings节点,用于V2版本重新回到SDXL的scheduler配置.
  

* [2024-07-25] 修正sampling_settings,参数来自 scheduler_config.json,仅V2生效
* [2024-07-21] 感谢来自yiwangsimple对Mac修复和测试的分支  https://github.com/yiwangsimple/ComfyUI-Kolors-MZ
* [2024-07-21] 新增MZ_ChatGLM3TextEncodeAdvanceV2节点
* [2024-07-18] IPA相关节点已在ComfyUI_IPAdapter_plus中支持
* [2024-07-17] 新增支持IPAdapter_plus的加载器和高级应用节点 MZ_KolorsCLIPVisionLoader,MZ_IPAdapterModelLoaderKolors,MZ_IPAdapterAdvancedKolors
* [2024-07-14] 删除自动兼容ControlNet, 新增MZ_KolorsControlNetPatch节点
  

## ComfyUI上Kolors的实现

mediumtopics#2

Add more specific topics to improve categorization

Why:

CURRENT

comfyui, comfyui-nodes, comfyui-workflow, kolors

COPY-PASTE FIX

comfyui, comfyui-nodes, comfyui-workflow, kolors, text-to-image, diffusion-model, image-generation, controlnet, ip-adapter, chatglm3

mediumhomepage#3
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://huggingface.co/Kwai-Kolors/Kolors
```

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface MinusZoneAI/ComfyUI-Kolors-MZ

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

ComfyUI-Impact-Pack

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

ComfyUI-Impact-Pack · recommended 2×
ComfyUI_IPAdapter_plus · recommended 2×
ComfyUI · recommended 1×
ComfyUI Manager · recommended 1×
ComfyUI-AnimateDiff-Evolved · recommended 1×

CATEGORY QUERY
How to integrate a specific image generation model into ComfyUI for native sampling?
you: not recommended
AI recommended (in order):
1. ComfyUI
2. ComfyUI Manager
3. ComfyUI-Impact-Pack
4. ComfyUI_IPAdapter_plus
5. ComfyUI-AnimateDiff-Evolved
6. GitHub
7. Hugging Face Transformers
8. Diffusers Library
AI recommended 8 alternatives but never named MinusZoneAI/ComfyUI-Kolors-MZ. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking ComfyUI nodes for integrating ControlNet or IPAdapter into image generation workflows.
you: not recommended
AI recommended (in order):
1. ComfyUI-Impact-Pack
2. ComfyUI_IPAdapter_plus
3. ComfyUI-Advanced-ControlNet
4. ComfyUI-Custom-Scripts
5. ComfyUI-Image-Filters
AI recommended 5 alternatives but never named MinusZoneAI/ComfyUI-Kolors-MZ. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of MinusZoneAI/ComfyUI-Kolors-MZ?
pass
AI did not name MinusZoneAI/ComfyUI-Kolors-MZ — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts MinusZoneAI/ComfyUI-Kolors-MZ in production, what risks or prerequisites should they evaluate first?
pass
AI named MinusZoneAI/ComfyUI-Kolors-MZ explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo MinusZoneAI/ComfyUI-Kolors-MZ solve, and who is the primary audience?
pass
AI did not name MinusZoneAI/ComfyUI-Kolors-MZ — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/MinusZoneAI/ComfyUI-Kolors-MZ.svg)](https://repogeo.com/en/r/MinusZoneAI/ComfyUI-Kolors-MZ)

HTML

<a href="https://repogeo.com/en/r/MinusZoneAI/ComfyUI-Kolors-MZ"><img src="https://repogeo.com/badge/MinusZoneAI/ComfyUI-Kolors-MZ.svg" alt="RepoGEO" /></a>

Pro

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MinusZoneAI/ComfyUI-Kolors-MZ — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite