I do. It can't find "Django Django", "Cloud Control", etc. There are dozens of others, but I can't think of them off the top of my head.

Even if it did have a full library, it nearly always picks terrible, garbage songs from artists when shuffling them. I just told it to shuffle "Foals", and I don't think I've ever heard this song before. I don't like it, whatever it is.