Transform small local LLMs into powerful AI agents that actually work. Complete privacy, no code leaves your machine, built for developers who demand control.
Local
Code Leaves Your Machine
Possibilities
Everything you need in a local AI development assistant
Advanced knowledge graph mapping that understands relationships between files and components without powerful GPUs.
Your code never leaves your machine. Complete privacy and security for sensitive projects.
This is an update to claw-coder which allows us to work on the features that work best for our users instead of adding random features everytime.
This feature only collects info on the claw-coder version your using, the claw-coder commands you have run, and the os you are using with claw-coder
This feature does not and will never collect your personal info like your code, your passwords nth because claw-coder is completely local and we will make sure it remains safe for all users to use but if you still don't want this feature to be on as you use claw-coder you can turn it off but remember that you can help all other developers using claw-coder by enabling us to work on the features/commands people actually use most.
You can turn it off by using claw-coder telemetry off , or on when you want claw-coder telemetry on
Precise code understanding using tree-sitter parsing for accurate code analysis and generation.
Hybrid retrieval-augmented generation combining vector search with knowledge graph reranking.
Docker execution, search tools, test runners, and git integration for complete development workflow.
Runs completely on your laptop. No cloud dependencies, no subscription required for core features.
See why developers choose Claw-Coder over other AI assistants
| Feature | Claw-Coder | Cursor | Claude | Copilot | Codex | Jetbrains Junie |
|---|---|---|---|---|---|---|
| Runs Locally | Yes | No | No | No | No | No |
| Repository Understanding | Yes | Yes | Yes | Yes | Yes | Yes |
| Privacy & Security | Yes | No | No | No | No | No |
| Local Code Reasoning | Yes | No | No | No | No | No |
| Advanced local Knowledge Graph | Yes | No | No | No | No | No |
Get started in minutes with three simple steps
Run npm install -g claw-coder to install Claw-Coder globally on your system.
Run claw-coder setup to install Python dependencies and initialize Ollama.
Run claw-coder ingest . to analyze your codebase, then claw-coder to start!
See Claw-Coder in action
Rich terminal UI with markdown support
Understand code relationships at a glance
Watch your credits in live time
Track your tool usage
See it work
Help us shape the future of Claw-Coder