Bring the water to just below a simmer in a pot on the stove.
Remove the pot from the heat and add the cloves. Allow the liquid to simmer for 12-15 minutes with the lid on the pot.
Remove the lid and add the sugar. Heat the mixture over low heat until the sugar has dissolved.
Allow the syrup to cool before bottling and refrigerating it.