I considered starting a local chapter also, but due to the same reasons as dunster, I decided not to.
Maybe you should try to see if your area has a Project Linus group.
I don't know much about charities and admin fees, but if you have to fundraise to buy your own materials and pay QFK for the labels, what is the 10% for?