When you say "Video Port", what do you mean? Is this a VGA port, a DisplayPort (DP) port or another HDMI port?
Only one monitor can be connected to VGA and HDMI ports. This means that,
If you indeed do have a DP port, let me know and I will provide pointers to appropriate MST Hub devices.