Combine first 4 ingredients; stir in 1 quart boiling water. Cover and steep 5 minutes.
Pour mixture through a fine wire-mesh strainer into a large pitcher, discarding tea bags and spices. Stir in orange juice, 2 cups water, and cranberry juice. Chill. Serve over ice, if desired.