The horse already left the stable.
He was likely doing Trump's business by saying get over it. Sounds like Trump being the tough guy again. But soon enough, seeing the reaction, Trump ran away, leaving Mulvaney exposed.
They got to make the "Get over it!" t-shirts though. A better one would say "Get under it!" The bus, that is.