HP for the most part is a pain in the butt when it comes to finding parts for servers. BUT- I found a neat resource that lets you not only find parts but specific ones based on your server serial number. Total win.
It’s called the HP PartSurfer.
Finding a motherboard part number with just a serial number is stupid simple. Love it.