diff --git a/libnetwork/store.go b/libnetwork/store.go
index 4e639c4761..c7c6928dbf 100644
--- a/libnetwork/store.go
+++ b/libnetwork/store.go
@@ -139,7 +139,8 @@ func (c *controller) getNetworksFromStore() ([]*network, error) {
 			ec := &endpointCnt{n: n}
 			err = store.GetObject(datastore.Key(ec.Key()...), ec)
 			if err != nil {
-				return nil, fmt.Errorf("could not find endpoint count key %s for network %s while listing: %v", datastore.Key(ec.Key()...), n.Name(), err)
+				log.Warnf("could not find endpoint count key %s for network %s while listing: %v", datastore.Key(ec.Key()...), n.Name(), err)
+				continue
 			}
 
 			n.Lock()