For recording from the web or anything on your computer I would recommend the inexpensive software polderbits. It has the advantage that you can download it on seven-days free trial and see how you get on with it.
It can save files as wav or mp3.
I've also used it very successfully for recording vinyl and tapes.

http://www.polderbits.com/