

AI Inventory Sorter
AI Inventory Sorter is a Minecraft mod that automatically organizes your inventory using AI. It places items in the optimal slots, ensuring your hotbar and main inventory are efficiently arranged for gameplay.
Features
Hotbar & Main Inventory Sorting
Automatically assigns items to the most appropriate hotbar and inventory slots, following a strict priority order for weapons, tools, armor, utility items, and food.Intelligent Sectioning
- Left Third: Shulker boxes and storage items
- Middle Third: Tools, weapons, armor, blocks, and miscellaneous items
- Right Third: Food and consumables
Shulker-Aware
Reads shulker box contents for context but always places the box in the designated storage section.AI-Powered JSON Mapping
Uses Ollama GPT-OSS 20B Cloud model to generate slot mappings.Robust Parsing
Automatically handles code fences and extraneous text in AI responses, preventing JSON parsing errors.
Requirements
- Minecraft 1.21.11
- Fabric Loader
- Fabric API
- Ollama API key
Installation
- Place the mod
.jarinto yourmods/folder. - Configure your Ollama API key in
config/aiinventorysort.json. - Launch Minecraft.
FAQ
Q: How do I assign an Ollama API key?
A: Add your API key to config/aiinventorysort.json under apiKey.
Q: Does it support modded items?
A: Yes. The AI will classify modded items such as spears or custom tools according to your defined rules.
Q: What if the AI produces invalid JSON?
A: The mod automatically cleans code fences and extracts the JSON array, preventing MalformedJsonException.
Q: Can I customize slot priorities?
A: Hotbar and main inventory rules are built-in. Advanced users can modify the source code to change priorities, though this is not recommended. I do hope to add this feature soon.
Q: Why did nothing happen to my inventory after the AI finished? A: This is a known bug. Try closing your inventory after clicking the sort button.
Q: How long should it take to sort? A: With a full inventory, it might take up to 15-20 seconds. For a small inventory, you are looking at 5-10 seconds.
Q: Where is my config file?
A: If there is no config file, create a file at /config in your instance's directory (click the folder button in Modrinth), name the file aiinventorysort.json and paste this in:
{
"apiKey": "API_KEY_HERE",
"snapshotLayout": [],
"hotbarPins": {},
"showButtons": true
}
Support
For bug reports or feature requests, feel free to contact me at: scdrichards2012@outlook.com
- Edition: Minecraft Java
- File type: .jar
- Minecraft version listed: 1.21.11
- How to install: Install the matching mod loader (Forge, Fabric or NeoForge) for your Minecraft version. → Download the .jar. → Put it in the .minecraft/mods folder and launch that loader profile.
- Where to get it: Opens on Modrinth — not every file is mirrored on our own servers.
Install steps are the general flow for this file type — How to install Minecraft Java mods & modpacks walks through it step by step.
- Ships as aiinventorysort-1.0.0.jar — drop this file into the mods folder
- Download size: 23 KB
- Download link checked 9 Sept 2026 — working
These come from our own check of the pack file, not from the source page.