Above the game there should be a red heart with a green plus on it. To be more specific, its beside the facebook and myspace symbols. Click the heart to add it to your favorite game list.
The red heart refuses to show on my browser (Firefox 19.0.2) I found it by rolling mouse slowly over top bar until the "hand" showed. Clicked it and *bam* it faved, but is clumsy process.