If you plan ahead and store a supply of ‘white tip’ kitchen matches, you can easily make ‘cap lock’ muzzle-loader primers with the tips and alum soda cans.
A crude form of black-powder can be made with nothing more than charcoal and pig manure.
I have a selection of older chemistry books. I’d rather not have to rely on anything I can’t make more of.