paper muncher Share definition Flag Someone who eats paper to build strong leg muscles. Jaime: I'm so hungry and my legs are feeling weak.Nicole: Why don't you become a paper muncher. paper muncher by Suzie QQ November 23, 2009 Get the paper muncher mug.