Also Kuja must have known they could extract Eidolons unless they overheard him talking about needing Eidolons and they said we can get them for you. But that's just as unknown as Kuja pre knowing anyway.

I take that they want to get back into the castle because Kuja wants them to spy on Garnet, as why would they want to go back now when they are known as the bad guys.