Preheat the air fryer to 400°F (200°C).
In a shallow bowl, combine the breadcrumbs, Parmesan cheese, garlic powder, onion powder, paprika, salt, and black pepper.
Dip each zucchini fry into the beaten eggs, allowing any excess to drip off.
Roll the zucchini fries in the breadcrumb mixture, ensuring they are fully coated.
Arrange the coated zucchini fries in a single layer in the air fryer basket. Spray lightly with cooking spray for extra crispiness.
Cook for 10-12 minutes, shaking the basket halfway through, until the fries are golden brown and crispy.
Remove from the air fryer and let cool for a few minutes before serving.