Preheat the oven to 350 F. In a large bowl, mix peanut butter with both granulated sugar, and brown sugar, egg and vanilla extract until smooth.
Fold in the mini marshmallows, crushed graham crackers, and chocolate chips. Use a cookie scoop to place the cookies onto a large ungreased baking sheet at least 2-inches apart. Bake for 10-12 minutes.