Make the Cupcakes:
Preheat the oven to 350°F (175°C) and line a muffin tin with cupcake liners.
In a medium bowl, whisk together the flour, baking powder, baking soda, cinnamon, nutmeg, ginger, cloves, and salt. Set aside.
In a large mixing bowl, beat the butter and sugar together until light and fluffy, about 3 minutes.
Add the eggs one at a time, beating well after each addition, and stir in the vanilla extract.
Mix in the pumpkin puree until fully combined.
Gradually add the dry ingredients to the wet ingredients, alternating with the milk. Mix until just combined.
Divide the batter evenly among the cupcake liners, filling each about 2/3 full.
Bake for 18-20 minutes or until a toothpick inserted into the center comes out clean.
Let the cupcakes cool in the tin for 5 minutes before transferring them to a wire rack to cool completely.
Make the Cream Cheese Frosting:
In a large mixing bowl, beat the softened cream cheese and butter together until smooth and creamy.
Gradually add the powdered sugar, one cup at a time, mixing well after each addition.
Stir in the vanilla extract and cinnamon, if using.
Beat until the frosting is smooth and fluffy. If it’s too thick, you can add a tablespoon of milk to reach the desired consistency.
Assemble the Cupcakes:
Once the cupcakes are completely cool, frost each one with a generous amount of cream cheese frosting using a piping bag or a spatula.
Optionally, sprinkle a little extra cinnamon on top for garnish or add a decorative topping like chopped pecans.