This no-bake Chocolate Peanut Butter Fudge combines creamy peanut butter, pure maple syrup, and the rich, deep, chocolate flavor of cocoa powder to make the most decadent, smooth and delicious homemade fudge. You will only need one square to satisfy your sweet tooth!