Place spices on a square of cheesecloth and tie up with a string (or add to a tea strainer); add spice bag or strainer to cider and bring to a boil; reduce heat to low and simmer 30 minutes. Remove spice bag.
Serve cider in cups and float a small amount of brandy on top of each serving.