In a medium sized pot, add the water, tea bags, cinnamon sticks, anise, and cloves. Bring to a boil and allow the tea to brew for 2-4 minutes while the water is boiling. Carefully remove the teabags and stir in the rest of the ingredients. Lower the heat and allow to simmer for 10 minutes.
Allow to cool for 5 minutes and serve hot with Tim Tams.