Preheat the oven to 375°F (190°C). Lightly grease a 24-cup mini muffin pan.
Unroll the pie crust on a lightly floured surface. Cut circles about 2.5–3 inches wide (large enough to fit the mini muffin cups). Press the dough rounds into the cups, smoothing up the sides.
In a medium bowl, whisk together the pumpkin puree, brown sugar, granulated sugar, eggs, evaporated milk, vanilla, cinnamon, pumpkin pie spice, ginger, nutmeg, and cloves until smooth.
Spoon the filling into each crust, filling each cup about 3/4 full.
Bake for 18–20 minutes, or until the centers are set and the crust edges are lightly golden.
Cool the tarts in the pan for 10 minutes, then transfer to a cooling rack to cool completely.
Make the whipped cream: beat the cold heavy cream, confectioners sugar, and vanilla until soft-to-medium peaks form.
Top each cooled tart with a dollop or swirl of whipped cream and dust lightly with cinnamon. Serve chilled or at cool room temperature.