MacOS port become blocked
The reason for me here was my VPN setup, I had to reinstall my Nord VPN, and reconnect in order to be able to access my Mac on local network.
Also, I would suggest using some PacketFilter firewall manager on the Mac machine. I use Murus and it seems to be pretty good for my requirements.
Thanks everyone who helped me to figure this out quickly.