Preheat oven to 350 F.
Combine flour, baking powder, and salt in a large bowl.
In a separate bowl, combine honey, peanut butter, coconut oil, beaten egg, and vanilla. Mix well. Pour into dry ingredients and stir until combined.
Fold in peanut butter chips.
Lightly grease baking sheet with cooking spray. Scoop dough into 2 Tbs balls and place about 1 inch apart on prepared baking sheet. Flatten each ball with a fork making a crisscross pattern.
Bake for 10 to 12 minutes until golden brown.