You must have used some weird other SSO systems is the only explanation I have.

GitHub has all the normal SSO stuff as anything else we use, but on top of the GitHub-specific account login. Everywhere else I just log in via SSO, in GitHub I log in first to GitHub (with its own MFA) and then the same SSO step as anywhere else.