REPOGEO REPORT · LITE
KoboldAI/KoboldAI-Client
Default branch main · commit 1ce811c3 · scanned 5/11/2026, 6:07:10 AM
GitHub: 3,891 stars · 857 forks
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 KoboldAI/KoboldAI-Client, 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
2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Reposition the README's core value proposition
Why:
CURRENT## Looking for KoboldCpp? KoboldAI is named after the KoboldAI software, currently our newer most popular program is KoboldCpp. If you are reading this message you are on the page of the original KoboldAI sofware. Prefer using KoboldCpp with GGUF models and the latest API features? You can visit https://koboldai.org/cpp Need support for newer models such as Llama based models using the Huggingface / Exllama (safetensors/pytorch) platforms? Check out KoboldAI's development version KoboldAI United at https://koboldai.org/united ## KoboldAI - Your gateway to GPT writing This is a browser-based front-end for AI-assisted writing with multiple local & remote AI models. It offers the standard array of tools, including Memory, Author's Note, World Info, Save & Load, adjustable AI settings, formatting options, and the ability to import existing AI Dungeon adventures. You can also turn on Adventure mode and play the game like AI Dungeon Unleashed.
COPY-PASTE FIX## KoboldAI - Your gateway to GPT writing and interactive storytelling This is the original browser-based front-end for AI-assisted writing with multiple local & remote AI models, offering a versatile platform for creative text generation, interactive adventures, and chatbot experiences. It provides a standard array of tools, including Memory, Author's Note, World Info, Save & Load, adjustable AI settings, and the ability to import existing AI Dungeon adventures. You can also turn on Adventure mode and play the game like AI Dungeon Unleashed. ## Looking for KoboldCpp or KoboldAI United? If you are reading this message, you are on the page of the original KoboldAI software. Prefer using KoboldCpp with GGUF models and the latest API features? You can visit https://koboldai.org/cpp. Need support for newer models such as Llama based models using the Huggingface / Exllama (safetensors/pytorch) platforms? Check out KoboldAI's development version KoboldAI United at https://koboldai.org/united.
- mediumabout#2Expand the repository description
Why:
CURRENTFor GGUF support, see KoboldCPP: https://github.com/LostRuins/koboldcpp
COPY-PASTE FIXA browser-based front-end for AI-assisted creative writing, interactive storytelling, and chatbot experiences, compatible with multiple local and remote AI models. Offers tools like Memory, World Info, and Adventure mode.
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.
- Sudowrite · recommended 1×
- NovelAI · recommended 1×
- ChatGPT · recommended 1×
- Jasper · recommended 1×
- InferKit · recommended 1×
- CATEGORY QUERYWhat are good browser-based tools for AI-assisted creative writing and interactive storytelling?you: not recommendedAI recommended (in order):
- Sudowrite
- NovelAI
- ChatGPT
- Jasper
- InferKit
- AI Dungeon
- Playground AI
AI recommended 7 alternatives but never named KoboldAI/KoboldAI-Client. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a versatile AI front-end for local models, supporting writing, adventure games, and chat?you: #4AI recommended (in order):
- LM Studio
- Ollama (ollama/ollama)
- Jan (jan-ai/jan)
- KoboldAI Lite (KoboldAI/KoboldAI-Client) ← you
- KoboldAI United (KoboldAI/KoboldAI-Client) ← you
- SillyTavern (SillyTavern/SillyTavern)
- Text Generation WebUI (oobabooga/text-generation-webui)
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
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 KoboldAI/KoboldAI-Client?passAI named KoboldAI/KoboldAI-Client explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts KoboldAI/KoboldAI-Client in production, what risks or prerequisites should they evaluate first?passAI named KoboldAI/KoboldAI-Client 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 KoboldAI/KoboldAI-Client solve, and who is the primary audience?passAI named KoboldAI/KoboldAI-Client explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of KoboldAI/KoboldAI-Client. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
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KoboldAI/KoboldAI-Client — 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