Managing personal Outlook.com account settings, security, and privacy
No they don't know your password and don't need it. They can annoy you forever with MFA requests until you make a mistake (tapping Allow). Many suggests enabling MFA. I suggest disabling it in this case (ie. getting non stop MFA requests). Just use a very long and strong password.