Preheat oven to 350o. Line baking sheets with parchment paper.
Combine the peanut butter, white sugar and egg. Mix until smooth.
Drop spoonfuls of dough onto the prepared baking sheet. Bake for 6 to 8 minutes. Do not overbake! These cookies are best when they are still soft and just barely brown on the bottoms.