Well I don't drink coffee, but I hear a chess player is recommended to drink a cup before playing a match. You become more attentive and tend to notice traps and defend cleverly.
Though the improvement rate is by 9%, it's not like a magic drink which will win you the match.
But it's proven to improve your chess.
Does coffee make you play better or worse? How many cups of coffer per day is optimal for a chessplayer?