B is a joke. You would use a joke like this only with someone you were very close to, someone you were certain would not be offended. It insultingly suggests that the person who said A is already pretty close to crazy.
"She makes me crazy, Marty" I suspect is dialect that would be heard mainly in the New York city area. The joke could still be made: "You're already half-crazy."
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