Get a pair of fenders -- at least a rear fender (prevents 'skunk stripe' effect) but go for a full set if you can. There are detachable ones that will fit almost any bike, but the ones that bolt on to frame mounts provide more coverage and are less likely to move out of place.
Fenders are incredibly effective at keeping groundwater off of you. In my experience this is at least as important as wearing rain gear.