You can purchase a bottle of simple syrup at the store or make simple syrup for cocktails at home. Make sure to make it ahead of time, so it has time to cool before adding it to your drinks. To make it at home, add equal parts water and sugar to a pan and then stir and bring to a boil. Remove the mixture from the heat and chill in an airtight container. Store in the fridge for up to a week.