Preheat the oven to 350 F. In a large bowl, combine cake mix with eggs and vegetable oil until smooth. Add in the mint extract and green food coloring, mix until it is fully green.
Fold in the chocolate chips. Use a cookie scoop to place each cookie onto a large ungreased baking sheet. Bake for 10-12 minutes.