I use a Craftsman 1.5hp, 3-gallon compressor:
http://www.sears.com/craftsman-3-gallon-horizontal-air-compressor-with-hose-and/p-00915310000P
I picked it up, because it can drive either an airbrush or air-powered tools. It's noisy, of course, but that wasn't a problem for me.
My airbrush is a Paasche VL. So far, the combination works pretty well.