My response was to set the apocalypse so far in the past that all the surviving stockpiles of weapons/ammo that require a certain industrial infrastructure to manufacture and support would have long since broken down. Canticle for Leibowitz type stuff.

The RP never got off the ground, but it was better to set it up that way than to arbitrarily ban weaponry.