All you need is a light viscosity oil. If you only use them occasionally its a good idea to lube them before putting them away, that way the insides are coated with oil.
I like using an air tool specific oil because it comes in a small bottle, is labeled, and easy to dispense. A $3 bottle lasts years. I currently have Marvel air tool oil. (MATO?)