I love that song, I need to look up the lyrics to sing to my kids. I had it on some album when I was a kid, and remeber sitting in front of our huge console stereo listening to that.
Swinging On A Star was recorded by Bing Crosby and is fairly common to find on cd compilations.
A more obscure (and reasonably cool) version was recorded by Bruce Willis on the Hudson Hawk soundtrack.