diff --git a/mopidy/http/actor.py b/mopidy/http/actor.py
index 037fe1ea..e7b5cb66 100644
--- a/mopidy/http/actor.py
+++ b/mopidy/http/actor.py
@@ -103,7 +103,7 @@ class HttpFrontend(pykka.ThreadingActor, CoreListener):
                 logger.info('Registered HTTP with Zeroconf as "%s"',
                             self.zeroconf_service.name)
             else:
-                logger.warning('Registering HTTP with Zeroconf failed.')
+                logger.info('Registering HTTP with Zeroconf failed.')
 
     def on_stop(self):
         if self.zeroconf_service:
diff --git a/mopidy/mpd/actor.py b/mopidy/mpd/actor.py
index 144b09d5..20417a4d 100644
--- a/mopidy/mpd/actor.py
+++ b/mopidy/mpd/actor.py
@@ -51,7 +51,7 @@ class MpdFrontend(pykka.ThreadingActor, CoreListener):
                 logger.info('Registered MPD with Zeroconf as "%s"',
                             self.zeroconf_service.name)
             else:
-                logger.warning('Registering MPD with Zeroconf failed.')
+                logger.info('Registering MPD with Zeroconf failed.')
 
     def on_stop(self):
         if self.zeroconf_service: