Line air fryer basket with aluminum foil (optional), then place the mussels into the basket.
Top each mussel with the sauce mixture.
Air fry at 350°F for 8 minutes (or until sauce is slightly brown). Note that air fryers all work differently so refer to your manual for appropriate time and temperature.
Remove mussels and top with tobiko. Enjoy!