Mix the cake mix, the pumpkin puree, and the egg together. You can easily do this by hand.
Fill your greased muffin cups about 2/3 of the way full.
Bake your 3 ingredient pumpkin muffins according to the back of your cake mix package.
Foolproof Pumpkin Roll