Mehlhorn is a surname. Notable people with the surname include:

Annika Mehlhorn, German swimmer Bill Mehlhorn, American golfer Hans Mehlhorn, German bobsledder Herbert Mehlhorn Kurt Mehlhorn Ludwig Mehlhorn, German mathematician Ulf Mehlhorn, German footballer