Personally, Amy would be all kinds of okay with the Doctor calling Rory 'dad' just to watch him go fifteen shades of weirded-out, but--yeah, that would also mean he'd have to call her 'mum', and she is not having that. Instead, she just beams cheerfully at Rory and says, "Yes, it is."