In a small pan, melt butter and whisk in brown sugar until brown sugar dissolves. Remove from heat and add vanilla. Cool the mixture to room temperature.
In a mixing bowl combine cream cheese, powdered sugar and peanut butter. Mix until creamy for about 4 minutes.
Add brown sugar mixture to the cream cheese mixture and combine. Add chocolate chips and enjoy.