I don't have an android device, but from the looks of things it's like the iOS app - the store is there but it's only to shop for PC games. You can't install anything. I could be wrong, though.
I'm ignoring whatever steam actually offers; I'm only talking about the capabilities of android. You can easily install third party stores, so it's a much better situation than iOS or Metro.
