The creator doesn't have to have been created, the creator can be eternal and outside of the cause-and-effect chain.
We know that the universe isn't eternal in this way, because it would mean that everything has been around forever, and entropy means that cannot be true.
Fallacy Of Special Pleading
Why is the creator outside of this cause-and-effect chain? Entropy has nothing to do wth it.