This is the definition of the word scarce:
(especially of food, money, or some other resource) insufficient for the demand.
Here are some synonyms: in short supply, short, scant, scanty, meagre, sparse, hard to find, hard to come by,not enough, too little, insufficient, deficient, inadequate, lacking, wanting