Place 8-10 frozen mozzarella sticks in a single layer in the bottom of your air fryer basket. Cook for 5 to 7 minutes, stopping to flip halfway through, or until golden brown.
Remove promptly from the air fryer basket and allow to cool for 1 to 2 minutes. Serve with marinara sauce and top with chopped parsley, if desired.