In a mixing bowl, combine softened cream cheese, powdered sugar, and peppermint extract. Mix until smooth.

If desired, add food coloring to the mixture and blend until evenly colored.

Using your hands, form small balls of the mixture and place them on a cookie sheet lined with parchment paper.

Refrigerate the mints for at least 30 minutes to set.