End of Service for the Weather Underground API (updated September 6, 2018)

they do have currently (or used to ) a free api key
which allows you to retrieve things like a 5 or 10 day forecast, rain radar maps, etc
you would put that key in say a script to retrieve that data

you can also (or could) pay to get a api key where you can ask for more data above the free limits (i.e for commercial applications etc)