Preheat the oven to 350 F. In a large bowl, whisk together cake mix, eggs and vegetable oil until smooth. Add in the green food coloring and mix until it is fully green.
Fold in the M&Ms. Use a cookie scoop to place the cookies onto a large ungreased baking sheet at least 2-inches apart. Bake for 10-12 minutes.