Preheat oven to 375F and grease a 24 well mini muffin tin with baking spray.
In a medium bowl, whisk together pumpkin, oil, honey, greek yogurt, egg and vanilla until fully combined.
Add in flour, baking powder, baking soda, salt, and pumpkin pie spice. Whisk together until just combined.
Fold in chocolate chips.
Using a 2 tsp cookie scoop, scoop batter into the mini muffin tin. Bake for 10-12 minutes, or until til toothpick inserted comes out clean.
Repeat with remaining batter.
Cool 5-10 minutes before enjoying!