The Rowdyruff Boys had two dads and nobody had a problem with it
One of them was even a cross-dressing devil lobster. Did anybody complain? Nope.
what? No, they were created in a prison toilet by mojo jojo
So? They were brought up (Sort of?) by Mojo and Him. Just because someone doesn’t contribute to your creation doesn’t mean they can’t be a father to you.