Whisk together eggs, milk, vanilla, cinnamon, and nutmeg in a shallow dish.
Dip each banana bread slice in the egg mixture, coating both sides.
Heat a large skillet over medium heat and melt butter.
Cook slices for 2-3 minutes per side until golden brown.
Serve immediately with maple syrup and optional toppings.