Combine bread crumbs, Parmesan cheese, Italian seasoning, salt, basil, garlic powder, onion powder, and black pepper in a shallow bowl. Place flour in a separate shallow bowl and beaten eggs in a third shallow bowl.
Dip sliced eggplant first in flour, then in beaten eggs, and finally coat with bread crumb mixture. Place coated eggplant on a plate and let rest for 5 minutes.
Preheat an air fryer to 370 degrees F (185 degrees C).
Place breaded eggplant rounds in the air fryer basket, making sure they are not touching; work in batches if necessary. Cookfor 8 to 10 minutes, flip each round, and cook until desired crispiness is achieved, 4 to 6 minutes more. Top each eggplant round with marinara sauce and 1 slice mozzarella cheese. Place basket back in the air fryer and cook until cheese has started to melt, 1 to 2 minutes. Repeat with remaining eggplant, if necessary.
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