Yesterday the official notice that the Japan FC is arranging a Korean Tour for FC members to watch the musical "Cafe In" in Seoul. Today, the details for the tour and how to register is out. Click on this link. Please note that this in only open to fanclub members and that the tour is coming from Japan and going to Seoul.
So the musical is actually titled "Cafe In" and here's the official website (thanks to iamsom).