Heat oil in a nonstick skillet, then add peppers and garlic; stir-fry for one minute. Stir in broth, rice, tomatoes and thyme. Bring to a boil; stir. Add drumsticks and return to a boil. Cover and cook over low heat until chicken is cooked through and rice is tender, 20 to 25 minutes.