Headless VNC on Mint

I installed x11vnc on Mint and it works fine as long as I have a monitor plugged into the server. I want to run the server without a monitor though. That apparently doesn't work with Cinnamon. I already bought a dummy plug to simulate a monitor but that seems clunky. Is there a better way? I'm also open to using a different VNC...