Spread peanut butter onto half of the crackers and sandwich with the remaining crackers. Place chocolate chips into a microwave-safe bowl, and heat in the microwave in 30-second intervals, stirring well until it is fully melted and smooth.
Coat each cracker in the chocolate and set onto a plate. Decorate with sprinkles. Let sit until it is completely set.