diff --git a/synapse/rest/client/v1/push_rule.py b/synapse/rest/client/v1/push_rule.py
index 02d837ee6..c135353aa 100644
--- a/synapse/rest/client/v1/push_rule.py
+++ b/synapse/rest/client/v1/push_rule.py
@@ -132,6 +132,9 @@ class PushRuleRestServlet(ClientV1RestServlet):
 
         enabled_map = yield self.store.get_push_rules_enabled_for_user(user_id)
 
+        rawrules = {k: v for k, v in rawrules.item() if k is not None}
+        enabled_map = {k: v for k, v in enabled_map.item() if k is not None}
+
         rules = format_push_rules_for_user(requester.user, rawrules, enabled_map)
 
         path = request.postpath[1:]