Tap water has a lot of chemicals in it , like calcium, fluoride, etc... It can't be good for the coils. I've seen where vodka has been used, but you'd have to let it dry before refilling. I'd never use tap water.
Edit: I would use distilled water, but that would just be my preference. (my vodka is for another purpose)