http://www.interpunk.com/item.cfm?Item=94377&
Me First And The Gimme Gimmes
Are A Drag
Fat Wreck Chords 586
Released on May 18, 1999

Which also contains an MP3 download of that specific track.
I found it by usin Google search engine and entering "over the rainbow punk" as a search.
That said my preferred search engine is
http://vivisimo.com/ because it "clusters" results into ones with a similar content.
Quack!
GtD.