Preheat the oven to 350 degrees.
In a medium bowl, sift together the flour, baking powder, baking soda, cinnamon, and salt.
In the bowl of a stand mixer, combine the eggs, banana, maple syrup, coconut oil, pumpkin puree, and vanilla extract.
Add the dry ingredients to the wet ingredients, and mix to combine. Stir in the chocolate chips.
Drop heaping tablespoons of dough onto a cookie sheet and bake for 10-12 minutes, until the cookies begin to brown.
Cool on a wire rack.