Preheat your oven to 375 degrees F.
In a large bowl, mix almond butter, brown sugar, pumpkin puree, vanilla extract, and egg until well blended.
In another bowl, whisk together almond flour, pumpkin pie spice, baking soda, and salt.
Combine the wet and dry ingredients, stirring gently until fully combined. Fold in chocolate chips.
Portion out the dough onto a lined baking sheet, adding mini marshmallows on top.
Optional: Sprinkle additional chocolate chips on top before baking.
Bake for 10-12 minutes until lightly golden around the edges. Cool on the baking sheet before transferring to a wire rack.