Decision information
Verified: 8/14/2026- Ecosystem category
- Claw Agents
- Agent class
- Specialized
- Lineage
- Independent
- Runs
- Hybrid
- Autonomy
- Autonomous
- Provider
- Dingyang Lyu
- Content type
- Product
- Pricing
- Open Source
- Open source
- Yes
- License
- Not recorded
- Maintenance
- Active
- Install methods
- Docker, Source
- Platforms
- macOS, Linux, Docker, HPC
- Models
- Claude, Anthropic-compatible models
- Interfaces
- Web, Terminal, Feishu, DingTalk, Telegram, Discord, Slack
Documented Claw signals
View inclusion standard →Tool useMulti-step goalsProactive communicationAutonomous executionSkills / plugins / MCPPersistent / long-runningMemory / stateBrowser / shell / computer access
Security signals (informational, not a security certification)
Source availableRequires shellRequires credentials
Verification source: https://github.com/DingyangLyu/MatClaw · main branch
Overview
An autonomous materials-science agent that turns natural-language tasks into reproducible simulation workflows, runs code in isolated containers, and returns scripts, plots, and analysis.
What it provides
- Autonomously writes, executes, analyzes, and retries scientific code
- Includes a large materials-computation skill library and container stack
- Supports research chat channels, HPC integration, and live monitoring
AllClaw classification
This project is listed as a Claw because its documented behavior includes several category signals such as persistence, autonomous execution, tools, memory, multi-step work, scheduling, proactive communication, or extensibility.
Provider: Dingyang Lyu. Primary source: https://github.com/DingyangLyu/MatClaw.
The classification and core claims were checked against the linked primary source on August 14, 2026.
Tags
research-agentmaterials-sciencesimulationdockerhpcskills