DingyangLyu / MatClaw
MatClaw: an open materials-science agent that turns natural-language tasks into reproducible simulation workflows.
Why this job: works in the areas we cover, but does not say which job it does
What it does
MatClaw is an AI agent that autonomously performs materials science computations. You describe a task in natural language — it writes Python/shell scripts, runs them inside an isolated Docker container equipped with a full computation stack, and returns the results.
Get started
git clone https://github.com/DingyangLyu/MatClaw.git
cd MatClaw
npm install && npm run setup You need: Linux (Ubuntu 24.04+ recommended) or macOS; An Anthropic-compatible API key (Claude, DeepSeek, or 44 other providers)
- Maintenance
- Active
- Last commit 18 days ago
- Stars
- 101
- +1 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- TypeScript
- 86% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 0% closed
- 4 still open
- Pull requests
- 0 merged
- 0 waiting
- Releases
- None
- Never published
- Contributing guide (opens in new tab)
- Security policy (opens in new tab)
- No code of conduct
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More: languages, topics and project record
Languages
- TypeScript 86%
- HTML 11%
- Shell 2%
- Dockerfile 1%
Topics
- ai-agents
- ai4materials
- material-science
Project record
- JobOther AI tools
- StatusListed
- Commits65
- Forks23
- Watching2
- Stars in 28 days+5
- CreatedMar 7, 2026
- First seen by usNov 7, 2026
- CheckedNov 7, 2026