Not able to open a SharePoint modern site using SharePoint Designer

This usually happens because you have to be explicitly added as a site collection admin to the site. Being an owner won’t work. You can do this by using powershell. Set-spouser -loginname user@domain.com -site siteurl -issitecollectionadmin $true