For most of the small stuff, one egg, table spoon of flour, etc, I have had great success at calling down to the restaurant and asking for it. Most times it's free, sometimes a tip of a couple of dollars gets it.

Salt and Pepper are usually there, butter and some other supplies can easily be taken from breakfast, etc.