diff --git a/builtin/providers/openstack/types.go b/builtin/providers/openstack/types.go
index 7bcc75560..e2d19304c 100644
--- a/builtin/providers/openstack/types.go
+++ b/builtin/providers/openstack/types.go
@@ -97,7 +97,9 @@ func (lrt *LogRoundTripper) logResponseBody(original io.ReadCloser, headers http
 			return nil, err
 		}
 		debugInfo := lrt.formatJSON(bs.Bytes())
-		log.Printf("[DEBUG] OpenStack Response Body: %s", debugInfo)
+		if debugInfo != "" {
+			log.Printf("[DEBUG] OpenStack Response Body: %s", debugInfo)
+		}
 		return ioutil.NopCloser(strings.NewReader(bs.String())), nil
 	}
 
@@ -127,6 +129,13 @@ func (lrt *LogRoundTripper) formatJSON(raw []byte) string {
 		}
 	}
 
+	// Ignore the catalog
+	if v, ok := data["token"].(map[string]interface{}); ok {
+		if _, ok := v["catalog"]; ok {
+			return ""
+		}
+	}
+
 	pretty, err := json.MarshalIndent(data, "", "  ")
 	if err != nil {
 		log.Printf("[DEBUG] Unable to re-marshal OpenStack JSON: %s", err)