Fortunately, you can download and save the Chrome extension as CRX so that you can save the extension file on your computer and access it easily. This means that even if some of the extensions you ...

On the landing page for the particular theme, right-click on the button that says Add to Chrome. And then select Get CRX of this extension. It will download the CRX file for that particular theme.