If it's not working, your compressor will struggle to start (if it starts at all) Repair or replace. The fitting will have seized onto the thread, so bear that in mind before giving it large with the spanners
Looks like a Quincy pump with the head unloader.
A bit different animal than the standard unloader, note the air cylinder/diaphragm
on top of the head.