You really don't want to wash the eggs. They have a coating called a 'bloom', which protects the interior from bacteria.
Wiping with a dry or slightly-damp cloth, or using a 250 grit sandpaper for the worst spots works great.
If an egg needs to be washed, best to do it right before cracking it.