Getting error "Could not fetch chain ID. Is your RPC URL correct?" in metamask while trying to add Anvil running on wsl

Question

I was trying to add the Anvil to add on metamask, which was running in WSL.

In my VScode the Anvil is running:

What is causing the problem here ? How to fix the problem ?