Preheat the oven to 350 F. In a large bowl, mix together peanut butter, oats, brown sugar, granulated sugar, and egg until smooth. Fold in the chocolate chips and M&Ms.
Use a cookie scoop to place the cookies onto a large ungreased baking sheet. Bake for 10-12 minutes.