Prepare the Crab Meat: Gently check the crab meat for any shells and break it apart into smaller pieces if necessary. Place the crab meat into a large mixing bowl.
Make the Mixture: In the same bowl, add breadcrumbs, mayonnaise, Dijon mustard, lemon juice, Old Bay seasoning, parsley, salt, and pepper. Mix gently until everything is combined, being careful not to break up the crab too much.
Form the Cakes: Using your hands or a spoon, divide the mixture into 8 portions and form into round patties. If the mixture feels too wet, add a little more breadcrumbs to bind it together. Place the patties on a tray or plate.
Preheat the Air Fryer: Preheat your air fryer to 375°F (190°C) for 3-5 minutes. Lightly spray the air fryer basket with olive oil spray.
Cook the Crab Cakes: Place the crab cakes in a single layer in the air fryer basket. Lightly spray the tops of the cakes with olive oil spray. Cook at 375°F (190°C) for 10-12 minutes, flipping halfway through, until they are golden brown and crispy.
Serve: Once the crab cakes are cooked, remove them from the air fryer and serve hot with your favorite dipping sauce, lemon wedges, or a side of salad.