Having worked in refineries many times, I suspect that you will find,
Firebricks both heavy and insulated, full size and splits.
Refractory cement, ceramic blanket and ceramic boards.
What I doubt you will find is fireclay.
A masonry supply would carry fireclay for fireplace builders.