Preheat oven to 350°. Slice the Texas Toast into 3 columns, so you have "sticks." Place the eggs, milk, sugar, cinnamon, nutmeg, and vanilla extract in a large bowl and whisk together until well-combined.
Once all slices have been browned, place them on a cookie sheet. Bake for 7-10 minutes. Remove from the oven, serve on a plate, and top as desired.