Whisk in ketchup, molasses, brown sugar, vinegar, mustard, chili powder, black and cayenne pepper to butter mixture. Bring the saucepan to a boil, then reduce the heat to low and simmer about 30 minutes or until thickened. Be sure to stir frequently. Blend with a hand mixer, if needed, to ensure a smooth sauce.