Mmmm, did you try the latest beta or the stable version?

The stable version is quite outdated and download doesn’t work great there. With the beta version (0.9.11) I’m able to download full albums, full artists or individual songs. I’m very happy with it. I’d recommend you give it another a try if you have time.