in short, the answer is no. since cats are carnivores, they rely on meat for nutrition. much like cookies aren't the best for us, peanut butter provides cats with no nutritional value and an excess of certain things, such as: high fat: peanut butter contains trans-fatty acids in order to make sure it's shelf-stable.