The Button extension loads automatically in Chrome. Some browsers you may have to go the browser's extension manager in order to install it.
You know it is installed when it shows up as the Google Scholar icon in your browser bar.
When you are on any web page, just highlight an article title or citation and click the icon. You may be able to directly go to the article or, at the very least, save it to to My Library