OK, nuts and bolts should be simple to source. The leather part could be made by a professional sadler for you, or you could use strong canvas sail cloth stitched with a professional machine. I have seen a similar chair restored by a semi-professional in leather, taking around 16 hours to do the leather work.
ColinA