Auto Negotiation not working correctly

TCP/IP Chip W5500
3

Did you connect the RST pin of your FeatgerWing board to your MCU?
Check the datasheet of W5500 how to properly reset W5500 after power on.

In case you did proper reset then this could help: W5500 No PHY Link - #22 by ZsZs