You definitely want to avoid getting water on the edge of the blade - keep it on the rubber only! As Tony says, a slightly damp sponge (preferably distilled water to avoid spreading minerals all over the surface) will be much safer.
A lot of people speak well of Revolution 3 cleaner and...