Hello Stephen Gray,
Thanks for reaching out.
Try removing & revoking all Calendar related permissions of the application and grant only the required (or least privileged) application permissions to execute List Events Graph API [Calendar.Read].
You can follow the below thread as well.
Hope this helps.
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