Line a standard muffin pan with paper cupcake liners. Set it aside for now.
In your mixing bowl, combine the almond butter, eggs, and maple syrup. Mix to combine.
Add in the almond flour, baking soda, cinnamon, and salt.
Mix to combine, making sure to scrape the bowl with a rubber spatula to get all of the ingredients mixed well.
Note: this batter will be very thick, more like a cookie dough.
Scoop the batter into your prepared muffin pan.
Bake the muffins for 14-16 minutes, or until they just test done when a wooden skewer or pick is inserted in the center. Do not over bake these muffins.