You can really only rely on next day forecasts. Anything further out than that is a crap shoot. Most weather sites are accurate enough for next day forecasts. I tend to use wunderground or just ask siri "What's the weather supposed to be like today."

If it's cloudy or shows precipitation, I bring my rain stuff.

Then again, I bike everyday, regardless of weather, so it doesn't really matter to me.