Measure out the pumpkin puree and lay it a paper towel to drain. After a few minutes wrap the paper towel around the pumpkin and gently squeeze out as much of the liquid as you can.
In a medium bowl combine the flour, baking soda, baking powder, salt, and pumpkin spice. Whisk to combine.
In a large bowl using a hand mixer cream together the butter, drained pumpkin puree, granulated sugar, and brown sugar until light and fluffy.
Add the eggs and vanilla. Mix until well combined.
Add the dry ingredients to the wet ingredients. Mix until just combined.
Mix in the chocolate.
Cover the cookie dough and chill for at least 30 minutes.
Preheat your oven to 350 degrees (F). Line a baking sheet with parchment paper or a silicone baking mat.
Make scoops of cookie dough about 2 to 3 tablespoons in size. Place at least 2 inches apart on the baking sheet. Repeat with remaining cookie dough.
Bake the cookies for 15-17 minutes or until the edges are golden brown.
Allow the cookies to cool on the cookie sheet.