Combine the chocolate cake mix, butter, vanilla, cream cheese, and egg in a large bowl.
Using a mixer mix on medium speed until the dough is smooth and combined.
Refrigerate the dough for 1 hour.
When ready to make the cookies preheat the oven to 350 degrees.
Pick one tablespoon of dough out of the bowl and flatten it. Place a Thin Mint on the dough and then cover it with the excess dough.
Roll the dough in powdered sugar and place on a cookie sheet. Repeat with remaining cookies.
Top the cookies with several green M&M's.
Bake for 11-13 minutes. Remove from oven and cool for 1 minute. Remove the cookies to a wire rack and cool completely.