Those screws can be found at Home Depot (and also at Lowes, I believe) in the misc screw drawers. They don't need to be class 5 as there isn't any load on them. I purchased some extras "just in case" and didn't need them.
-- John
yep, a screw is a screw is a screw no matter where you get them as long as they are the same size/pitch