Combine almond flour, cocoa powder, brown sugar, egg, melted butter, baking powder, salt, and half of the chocolate chips in a small bowl. Mix until moist.
Pour into a lightly greased 1 ½ cup microwave safe mug. The cake will double in size while cooking. Microwave for 90 seconds. Immediately top mug cake with remaining chocolate chips.