Start by placing the crab meat in a bowl and gently checking for any shells. In another bowl, mix mayonnaise, egg, mustard, Worcestershire sauce, lemon juice, and seasonings. Combine both mixtures carefully so the crab stays chunky and doesn’t break apart.
Fold in the panko breadcrumbs and chopped parsley gently. This step gives the mixture structure while keeping it light. Avoid overmixing, as it can make the crab cakes dense instead of tender.
Divide the mixture into equal portions and shape them into round patties. Press lightly so they hold together but don’t compact them too much. Place them on a tray and refrigerate for at least 30 minutes to firm up.
Preheat your air fryer to 375°F (190°C). Lightly spray the basket with oil and place the crab cakes in a single layer. Make sure they aren’t overcrowded so they cook evenly.
Air fry the crab cakes for 10–12 minutes, flipping halfway through. They should turn golden brown and crisp on the outside. Once done, remove them carefully and let them rest for a minute before serving.