Image credit: Club Penguin Memories
My friend @Bowlingson sent an email to Club Penguin and they confirmed that they are on the island!
It looks like the Penguin Band are going to appear before the party and help with the construction. Then DJ Cadence, Rocky, and CeCe will take over and appear during the actual party.
Click here to track the Penguin Band.