Combine juice, cloves and cinnamon stick in medium saucepan. Bring to a boil over high heat. Reduce heat to low; simmer 10 minutes. Meanwhile, place water in another medium saucepan. Bring to a boil over high heat. Remove from heat; drop in tea bags and allow to steep for 6 minutes. Remove and discard tea bags.

Strain juice mixture; discard spices. Stir juice mixture into tea. Serve warm with additional cinnamon sticks, if desired or refrigerate and serve cold over ice. (Tea may be made ahead and reheated.)