In a large bowl, whisk together the flour, sugar, cocoa powder, baking powder, and salt. Add the eggs, milk, and melted butter. Mix until a thick batter forms. Stir in the chocolate chips.
Spoon batter into the prepared pan. Fill each cup about ⅔ full. Sprinkle chocolate chips on top of each muffin.