diff --git a/oauth2client/contrib/gce.py b/oauth2client/contrib/gce.py
index 77b08f1..a464798 100644
--- a/oauth2client/contrib/gce.py
+++ b/oauth2client/contrib/gce.py
@@ -32,8 +32,8 @@ __author__ = 'jcgregorio@google.com (Joe Gregorio)'
 logger = logging.getLogger(__name__)
 
 # URI Template for the endpoint that returns access_tokens.
-META = ('http://metadata.google.internal/0.1/meta-data/service-accounts/'
-        'default/acquire{?scope}')
+META = ('http://metadata.google.internal/computeMetadata/v1/instance/'
+        'service-accounts/default/acquire{?scope}')
 
 
 class AppAssertionCredentials(AssertionCredentials):
@@ -84,7 +84,8 @@ class AppAssertionCredentials(AssertionCredentials):
         """
         query = '?scope=%s' % urllib.parse.quote(self.scope, '')
         uri = META.replace('{?scope}', query)
-        response, content = http_request(uri)
+        response, content = http_request(
+            uri, headers={'Metadata-Flavor': 'Google'})
         content = _from_bytes(content)
         if response.status == 200:
             try:
diff --git a/tests/contrib/test_gce.py b/tests/contrib/test_gce.py
index 4367e7f..3407523 100644
--- a/tests/contrib/test_gce.py
+++ b/tests/contrib/test_gce.py
@@ -66,11 +66,13 @@ class AppAssertionCredentialsTests(unittest.TestCase):
         credentials.refresh(http)
         self.assertEquals(access_token, credentials.access_token)
 
-        base_metadata_uri = ('http://metadata.google.internal/0.1/meta-data/'
-                             'service-accounts/default/acquire')
+        base_metadata_uri = (
+            'http://metadata.google.internal/computeMetadata/v1/instance/'
+            'service-accounts/default/acquire')
         escaped_scopes = urllib.parse.quote(' '.join(scopes), safe='')
         request_uri = base_metadata_uri + '?scope=' + escaped_scopes
-        http.request.assert_called_once_with(request_uri)
+        http.request.assert_called_once_with(
+            request_uri, headers={'Metadata-Flavor': 'Google'})
 
     def test_refresh_success(self):
         self._refresh_success_helper(bytes_response=False)
@@ -158,8 +160,9 @@ class AppAssertionCredentialsTests(unittest.TestCase):
         self.assertEqual(None, token.expires_in)
 
         http.request.assert_called_once_with(
-            'http://metadata.google.internal/0.1/meta-data/service-accounts/'
-            'default/acquire?scope=dummy_scope')
+            'http://metadata.google.internal/computeMetadata/v1/instance/'
+            'service-accounts/default/acquire?scope=dummy_scope',
+            headers={'Metadata-Flavor': 'Google'})
 
     def test_save_to_well_known_file(self):
         import os