diff --git a/glanceclient/common/http.py b/glanceclient/common/http.py
index 6464ee99..d81ac9ab 100644
--- a/glanceclient/common/http.py
+++ b/glanceclient/common/http.py
@@ -159,6 +159,8 @@ class HTTPClient(object):
         elif resp.status in (301, 302, 305):
             # Redirected. Reissue the request to the new location.
             return self._http_request(resp['location'], method, **kwargs)
+        elif resp.status == 300:
+            raise exc.from_response(resp)
 
         return resp, body_iter
 
diff --git a/glanceclient/exc.py b/glanceclient/exc.py
index 78ca4f73..771d0e32 100644
--- a/glanceclient/exc.py
+++ b/glanceclient/exc.py
@@ -52,6 +52,16 @@ class HTTPException(ClientException):
         return "%s (HTTP %s)" % (self.__class__.__name__, self.code)
 
 
+class HTTPMultipleChoices(HTTPException):
+    code = 300
+
+    def __str__(self):
+        self.details = ("Requested version of OpenStack Images API is not"
+                        "available.")
+        return "%s (HTTP %s) %s" % (self.__class__.__name__, self.code,
+                                    self.details)
+
+
 class BadRequest(HTTPException):
     """DEPRECATED"""
     code = 400