In a bowl, combine peanut butter, cream cheese, and sweetened condensed milk. Mix until combined. Fold in the cool whip until well combined.
Pour the mixture into the Oreo cookie crust.
Allow the pie to set about 30 minutes in the fridge. Shave chocolate from a chocolate bar on top of the pie using a potato peeler before serving if desired.