Can I add descriptions or attributes to desks and meeting rooms?

Yes, you can do that under Office Setup. Open an office and click on a desk/meeting room. Under Tags, you will be able to create and add attributes that can later be used to find the right desk/room. For rooms, there is also an additional filter based on room capacity.