If you are getting on or off a tram (that runs north or south) at
Karlsplatz and you look East you will see it. Basically the same building as Obeletter Game Store or McD's. I almost tripped over an old lady on the escalator there because of it, but then I slipped in my drool.
Hey, you said Kaufingerstr.? There must be two!