Caffeine is a stimulant found in coffee, which is why it was the solution to the crossword clue 'stimulant in coffee'. Caffeine is a naturally occurring chemical found in many plants, including coffee beans, tea leaves, and cocoa beans. It is a central nervous system stimulant that can increase alertness and energy levels. Caffeine is one of the most widely consumed psychoactive substances in the world.