Common alcohols to add to coffee are often dark spirits like whisky and brandy, or creamy liqueurs like Bailey’s. Russian Coffee contains vodka, while Irish Coffee contains whisky. The most famous coffee-based cocktail is the Espresso Martini, which contains coffee, vodka, a coffee liqueur like Kahlua and sugar syrup. Other popular alcohols to add to coffee include amaretto, rum and ginger bitters.