Place the flour, cajun seasoning, cayenne pepper, salt and pepper in a bowl, mix together and set aside.
With a pastry brush, brush each of the chicken drumsticks with oil, then toss each drumstick in the flour mix until coated all over. Place on a wire rack on a baking tray and cook in the oven for 35-45 mins, until cooked through and the skin is crispy.