Place chocolate chips, peanut butter, and butter into a large microwave-safe bowl. Heat in the microwave in 30-second intervals, stirring until it is fully melted and smooth.
Add in the Chex cereal, powdered sugar, cinnamon, ginger, and cloves. Mix to fully coat the cereal. Store in air-tight container.