I set up Google SDK to use Google API with Application Default Credentials. For my local machine, created a credentials json file and set its path as GOOGLE_APPLICATIO
Update
Now it is supported. You have to stop instance in order to change API scope. https://cloud.google.com/compute/docs/access/create-enable-service-accounts-for-instances#changeserviceaccountandscopes
Original answer
It turned out that I had to enable Cloud API access scope for the services on Google Cloud Console for VM instance details: https://console.cloud.google.com/compute/instances
Unfortunately, I couldn't changed it because Google Cloud doesn't support it for now. I had to start a new instance to enable a service API access. https://googlecloudplatform.uservoice.com/forums/302595-compute-engine/suggestions/13101552-ability-to-change-cloud-api-access-scopes-on-launc
It is possible now. Your instance must be stopped and then it can have its scope list changed from the console in the edit vm page, or in the SDK by using :
gcloud compute instances stop [vmname]
gcloud beta compute instances set-scopes [vmname] --scopes="[scopes list]"
Just be aware that with the SDK way, the second command will reset with the scopes in the list. It is not currently available the ability to only append a new scope.