Claw-Coder
Local First AI Agent

Transform small local LLMs into powerful AI agents that actually work. Complete privacy, no code leaves your machine, built for developers who demand control.

100%

Local

0

Code Leaves Your Machine

Possibilities

claw-coder
$ claw-coder setup
Python dependencies installed
Ollama initialized
$ claw-coder ingest .
📊 Building knowledge graph...
247 files ingested successfully
$ claw-coder
🤖 Claw-Coder is ready to help!

Why Claw-Coder?

Everything you need in a local AI development assistant

Knowledge Graph

Advanced knowledge graph mapping that understands relationships between files and components without powerful GPUs.

100% Private

Your code never leaves your machine. Complete privacy and security for sensitive projects.

Telemetry for advancing future claw-coder features

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

Tree-Sitter Integration

Precise code understanding using tree-sitter parsing for accurate code analysis and generation.

Vector RAG

Hybrid retrieval-augmented generation combining vector search with knowledge graph reranking.

Powerful Tools

Docker execution, search tools, test runners, and git integration for complete development workflow.

Lightweight

Runs completely on your laptop. No cloud dependencies, no subscription required for core features.

How We Compare

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

How It Works

Get started in minutes with three simple steps

1

Install

Run npm install -g claw-coder to install Claw-Coder globally on your system.

2

Setup

Run claw-coder setup to install Python dependencies and initialize Ollama.

3

Start Coding

Run claw-coder ingest . to analyze your codebase, then claw-coder to start!

Screenshots

See Claw-Coder in action

Feature Request

Help us shape the future of Claw-Coder