I have found several useful pieces at Pets at Home. Cheaper than the Amazon sellers usually, but with less variety. They sometimes do a 3 for 2 offer as well.
I haven't used any 'as is', but have fond them a useful source of pillars etc for bases. I will have to look at some to use as whole pieces.