Preheat the oven to 350 F. In a large bowl, combine peanut butter with sugar and egg until smooth. Use a cookie scoop to place the cookies onto a large ungreased baking sheet at least 2-inches apart.
Place conversation hearts on top of each cookie dough. Bake for 10-12 minutes.