Download the example or clone the repo:
curl https://codeload.github.com/mui-org/material-ui/tar.gz/master | tar -xz --strip=2 material-ui-master/examples/create-react-app
cd create-react-app
Install it and run:
npm install
npm run start
Create React App with no build configuration.