I would think there should be no objection to keeping words and/or music to hand in an informal setting. (As long as it's not the "Blue Book" AKA Rise Up Singing AKA the "Blue Book of Death" (as in Blue Screen of Death).

But just a sheet of paper or two can be a good talisman in warding off stage fright--even if you never look at it (which is of course ideal).