"Mother of Cake" is a phrase used in place of other profanities popularized by a girl named Lucy from California, U.S. She often uses this when she is frustrated, or angry with someone (or something).
Girl 1: "Hey, your cat is running around in my yard with a sock."
Girl 2: "Mother of cake!!!!"
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