Preheat the air-fryer to 400 F. In a shallow dish, whisk together mustard and honey. Place the breadcrumbs in another shallow dish.
Fully coat each chicken nugget into the honey mustard mixture, then fully coat in the breadcrumbs. Place the chicken nuggets in a greased air-fryer basket. Cook in the air-fryer for 10-12 minutes.