Liquid bandage. Yeah, it stings at first application, but it works.
Also, use vet wrap. It's that stretchy wrap that feels rubbery. You can get it at Tractor Supply stores or equestrian supply stores for cheap. Or CVS/Walgreens sells it for probably 3x what Tractor Supply sells it for. Amazon also sells it.