Preheat oven to 325°F (163°C).
Combine chocolate cookie crumbs and melted butter in a bowl. Press into the bottom of a 9-inch springform pan.
In a large bowl, beat cream cheese and sugar until smooth.
Add eggs one at a time, beating well after each addition.
Mix in peppermint extract, vanilla extract, and food coloring.
Fold in mini chocolate chips.
Pour the filling over the crust and smooth the top.
Bake for 55–60 minutes, or until the center is set.
Turn off the oven and let cheesecake sit inside for 1 hour.
Chill in the refrigerator for at least 4 hours before serving.
Top with whipped cream and mint leaves before serving.