Mayflash 500 and Brook Neo Geo adapter compatibility

Hi
I recently got a Mayflash F500 which I modded with a Sanwa JLF, 2 lb spring, Kowal actuator, and sanwa OBSF 30 buttons, finished off with a batop handle.

Everything seems great and I can pull off my moves with ease in s number of games ie Mortal Kombat xl ps4, Marvel vs Capcom 3
Ps4, blaze blue ps4, guiltygear xrd rev 2 ps4, killer instinct (Xbox one) to name a few.

The srcade stick also plugs directly into the Nintendo switch dock and works flawlessly.

The stick also works directly with a PS3 console with no requirement for any other daisy chained pads.

Currently I’m in the process of getting a consolized Neo Geo MVS, I saw the Brook Neo to ps4/ps3 converter,

does anyone have any experience or knowledge if this would work. The F500 fightstick will be wired to the USB port of the converter. In theory it should but I would be appreciated if anyone who is currently using or tested such a setup. Any help or assistance would be greatly appreciated.