From hand to mouth (2,1,10)
I believe the answer is:
on a shoestring
(Other definitions for on a shoestring that I've seen before include "not quite so low as to be on one's uppers" , "With insufficient money" , "With a small budget" , "With a very tight budget" , "With little money" .)