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Does Microsoft Graph API provide any support to Read emails from a specific shared mail box?
Is it possible to achieve this through Python Script.
https://learn.microsoft.com/en-us/answers/questions/1406369/access-shared-mailbox-via-graph-api
Yes and if using application perms, use Exch RBAC to limit to that mailbox
https://learn.microsoft.com/en-us/exchange/permissions-exo/application-rbac
Using application service principal having application permission (without a signed-in user) mail.read.shared is it accessible for multiple mail box?
Yes, you would just need to grant access to those mailboxes using the link above:
https://learn.microsoft.com/en-us/exchange/permissions-exo/application-rbac
You could create a mgmt scope for multiple mailboxes.
However, note the supported roles, it doesnt include shared so test with mail.read