Heat the broiler. Mix garlic, mustard, oil, salt and pepper in a bowl; spread the paste over all sides of the chicken thighs. Place chicken on a broiler pan, skin side up. Broil until browned on top, about 8 minutes. Turn; broil until browned, 7 minutes. Sprinkle with parsley.