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Is it possble to use Azure App API Service connectors without Azure AD?

I'm trying to play with Azure App Api service using DropBox connector. According to tutorial Azure AD is used for SSO authentication. I'm wondering weather it is possible to do this without SSO and Azure AD using DropBox accounts + OAuth?

If you provision the Connector from the marketplace and then create a new Logic App, the Connector will have an "Authorize" button which is direct authorization at Dropbox with your credentials. There is no AD involved.

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