The low oil pressure cut-off switch should be for the engine. If the engine has good oil pressure, then you may want to look at the cut-off switch.
On my compressors there is a pressure gauge on top of the hydraulic reservoir/pressure tank. It's the large round cylinder near the air compressor housing.