A few of these from AppAdvice are on my iPhone. My favorites:
Wunderground – For serious weather watchers, Weather Underground is a wonderful resource. With forecasts, interactive maps, wind speed, precipitation percentage
DarkSky – From push notifications to incredible graphics to nifty weather animations, Dark Sky has you covered. Best of all… you don’t have to be a meteorologist to understand it.