Yea flightaware is pretty neat in that it does show you what weather was present for a particular flight in the past. You can lookup past flights for i think 3 months if you sign-up (free) - and it will show you the actual weather/groundtrack for all of them.

I've checked out some of my own flights after the fact, and found that it gives a pretty accurate depiction of what type of weather a flight experienced.