Some chocolate, which contains cacao has caffeine added to it. All cacao has Theobromine in it. It is a stimulant but does not affect your central nervous system like caffeine. ... The cacao varieties that has caffeine naturally occurring is typically 1/50th the caffeine of a cup of coffee.