Place the chocolate chips and peanut butter into a microwave-safe bowl. Heat in the microwave in 30-second intervals, stirring well until it is fully melted and smooth.
Fully coat each peep into the melted chocolate. Set onto a large plate, and let sit until the chocolate has completely set.