Does the plastic cap on a Presta valve serve any purpose once fitted to a rim?
The cap keeps dirt and rocks away from the valve, particularly the fragile release mechanism. It's not the end of the world if the caps are missing, but I suggest leaving them on. They don't take that long to remove and replace.