@kgeyst -As per document, you need to add the both permission.
Calendars.Read, Calendars.ReadWrite.


Could you please add it and check it once?

Let us know if you have any query.

Ref. Doc:-List events - Microsoft Graph v1.0 | Microsoft Docs

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