It's too bad they don't have anything nearby
I remember a long time ago when Radio Shack had cabinets of fuses, nuts, bolts, etc and they were neatly sorted by size and such. I don't know if they still had that towards the end of them being around.
Jameco is also local here, although I think you can only pick up. I don't think you can shop the warehouse.