Place water in saucepan; add cloves and cinnamon. Bring to a boil and remove from heat. Add the tea at once, stir to distribute and immerse leaves. Cover and steep 5 minutes. Strain.
While tea steeps, heat orange and lemon juices, with sugar added, to a boil. Stir into the hot tea and serve at once in teacups.