AFAIK, Wireguard did not make it into the official kernel until 5.9.y (Maybe not until 5.10.y). And has not been officially backported. I realize there are wireguard supported backports, but I'm not willing to deal with those.
If someone wants to take on creating the kernel modules and utils, we would gladly accept the contribution.