I know there is a way to pull the meeting attendee after the call through CQD but that is very complex. is there any other way to pull the same from Teams. 

I read somewhere (roadmap?) that they are improving that functionality to make the report available after the meeting.

@Ashka123 the easiest way to do this currently would be to use the Call Analytics for the meeting organizer and it will show you all the people in the call.   Not specifically an easy way but there is work being done for post meeting attendee report.

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