Preheat the oven to 350 F. In a large bowl, mix together peanut butter, egg, sugar, and vanilla extract until smooth. Fold in the M&Ms 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.