Place chocolate chips, peanut butter, and butter into a large microwave-safe bowl. Heat in the microwave in 30-second intervals, stirring well until it is fully melted and smooth.
Add in the Chex cereal and powdered sugar, mix until it is fully coated. Fold in the sprinkles. Mix until everything is fully combined.