No, it doesn't seem to. EDIT: actually it does seem to have some kind of "star" feature but hitting the star asks me to sign in to Twitter.

You can recommend episodes via the share icon. Recommended podcasts from those you follow on twitter show up in the directory.

Also while playing, scroll down on the podcast artwork to get the show notes. The fav star is there too.