Is there anything I am missing or I am on wrong direction Or we can get Microsoft Forms Question text in my Power Automate's Flow in other way?

http://forms.office.com as a SharePoint site address (it isn't one), and the standard Microsoft Forms connector doesn’t provide question text, only question IDs. To get the question text, you typically need to call the underlying Forms API or Microsoft Graph API (in beta) endpoints. is my understanding unless changed recently.