ALBUS: If it wasn't for you, everything could have gone Dark. (3.14.24)
Harry won't do anything to help Scorpius (and Draco's) reputation, but Albus appreciates Scorpius for who he is on the inside. And Scorpius learns to be gregarious and outgoing and reform his own reputation.