>Open Source AI Tools
Local-first AI tools, built for the people who use them
Nano Collective builds privacy-respecting, local-first AI tools that help developers build, automate, and ship faster without surrendering control.
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Featured Projects
Open-source tools built by the community.
An open-source, local-first coding agent. Automate your workflows without sending your proprietary code to the cloud.
- >Local-first architecture
- >Multi-provider model support
- >Extensible skills system
- >Workflow automation
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✱ Welcome to Nanocoder
1.28.1
✱
Tips for getting started:
1. Use natural language to describe what you want to build.
2. Ask for file analysis, editing, bash commands and more.
3. Be specific as you would with another engineer for best results.
4. Type /exit or press Ctrl+C to quit.
/help for help
Ollama·gemma4:12b·~/Library/Preferences/nanocoder/agents.config.json·⎇ main (default)
What would you like me to help with?
▶ normal mode on
· ctx: ~1%
Fine-tune LLMs locally on your own hardware. Optimize weights for your specific workflows effortlessly.
- >LoRA & QLoRA training
- >Automated benchmarking
- >GGUF/Ollama export support
Nanotune - Training
Model:
Qwen/Qwen2.5-Coder-1.5B-Instruct
Examples: 782
Iterations: 150
Progress:████████████████████100%
Training Loss
[Ctrl+C] Stop training (checkpoint saved)
Featured Packages
Lightweight utilities built by the community.
A fast, lightweight HTML to Markdown converter optimized for LLM consumption. Clean, well-structured markdown with intelligent content extraction.
Local-first PII scrubbing for LLM prompts. Maps emails, secrets, and paths to stable placeholders and rehydrates model responses locally.
A fast, type-safe JSON migration tool with Zod schema validation. Fluent builder API with automatic version tracking and full TypeScript type inference.
The principles behind our tools.
[ Core Philosophy ]
Privacy First
Your code, your data. Our tools are built to run in environments where you retain complete control over your intellectual property.
Open Source
Built in public by developers, for developers. We believe the future of AI tooling should not be locked behind proprietary APIs.
Local First
Harness the power of your own hardware. Run powerful AI workflows locally without cloud lock-in or subscription fees.
Supported by
Sponsorship funds the people building open, privacy-respecting AI tools, and keeps every line of it free at the point of use.
Tune, auto-detected - how the new tool profiles pick themselves
Articles/by LottieOxford
prompt-scrub v1.0.0: a local-first scrubber for prompts and their responses
Annoucements/by LottieOxford
Nanocoder as an ACP agent - driving it from Zed
Articles/by LottieOxford
get-md v1.6.0: PDF, DOCX, and Markdown ingestion alongside HTML
Packages/by LottieOxford
New Nano Collective website: principles first, live proof, tighter codebase
Annoucements/by LottieOxford
[ Join the Collective ]
Build with us.
Join contributors building open-source AI tools for developers. Help shape the future of local-first artificial intelligence.