Has your problem resolved yet ? 
I am having similar issue connecting to GCS from AppEngine from a new app 
(its working for my old/legacy app) 
The problem seems to be of credentials for service account for App Engine 
are missing in any new cloud project.
There is a stack overflow thread on 
this 
https://stackoverflow.com/questions/26104138/missing-credentials-compute-engine-and-app-engine

On Friday, September 26, 2014 10:38:21 PM UTC-7, Anon01 wrote:
>
>
> Trying to have my AppEngine app read a file from a GCS bucket,
>
> I have billing enabled 
> I have enabled the Cloud Stoarge APIs
> I have added the ACL to the bucket (even though I don't think 
> app-engine->gcs requires that when in the same project)
>
> I get this error when ever I try to access the following two methods:
>
>  -AppIdentityServiceFactory.getAppIdentityService().getDefaultGcsBucketName()
> or
>  - GcsServiceFactory.createGcsService().getMetadata(new GcsFilename( 
> bucketName, fileName ))
>
> com.google.appengine.tools.cloudstorage.NonRetriableException: 
> com.google.appengine.api.appidentity.AppIdentityServiceFailureException: 
> The AppIdentity service threw an unexpected error. Details: at 
> com.google.appengine.tools.cloudstorage.RetryHelper.doRetry(
> RetryHelper.java:120 
> <https://console.developers.google.com/project/dpptestproject01/clouddev/source/resolve_location?appVersion=testing&timestampNanos=1411794236436000000&file=com%2Fgoogle%2Fappengine%2Ftools%2Fcloudstorage%2FRetryHelper.java&line=120>
> ) at com.google.appengine.tools.cloudstorage.RetryHelper.runWithRetries(
> RetryHelper.java:166 
> <https://console.developers.google.com/project/dpptestproject01/clouddev/source/resolve_location?appVersion=testing&timestampNanos=1411794236436000000&file=com%2Fgoogle%2Fappengine%2Ftools%2Fcloudstorage%2FRetryHelper.java&line=166>
> )
>
>
> Oddly, I also created a second project using Google's own examples
> https://code.google.com/p/appengine-gcs-client/
>
> and I get the exact same error.
> Any help?
>
>
>

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