diff --git a/synapse/handlers/directory.py b/synapse/handlers/directory.py
index 5d79c6690..98ac0684f 100644
--- a/synapse/handlers/directory.py
+++ b/synapse/handlers/directory.py
@@ -21,8 +21,6 @@ from synapse.api.errors import SynapseError
 from synapse.api.events.room import RoomAliasesEvent
 
 import logging
-import sqlite3
-
 
 logger = logging.getLogger(__name__)
 
diff --git a/synapse/handlers/room.py b/synapse/handlers/room.py
index bfbd7f978..4f47f5b6a 100644
--- a/synapse/handlers/room.py
+++ b/synapse/handlers/room.py
@@ -120,15 +120,23 @@ class RoomCreationHandler(BaseHandler):
             user, room_id, is_public=is_public
         )
 
+        room_member_handler = self.hs.get_handlers().room_member_handler
+
         @defer.inlineCallbacks
         def handle_event(event):
             snapshot = yield self.store.snapshot_room(event)
 
             logger.debug("Event: %s", event)
 
-            yield self._on_new_room_event(
-                event, snapshot, extra_users=[user], suppress_auth=True
-            )
+            if event.type == RoomMemberEvent.TYPE:
+                yield room_member_handler.change_membership(
+                    event,
+                    do_auth=False
+                )
+            else:
+                yield self._on_new_room_event(
+                    event, snapshot, extra_users=[user], suppress_auth=True
+                )
 
         for event in creation_events:
             yield handle_event(event)
@@ -155,16 +163,6 @@ class RoomCreationHandler(BaseHandler):
 
             yield handle_event(topic_event)
 
-        content = {"membership": Membership.JOIN}
-        join_event = self.event_factory.create_event(
-            etype=RoomMemberEvent.TYPE,
-            state_key=user_id,
-            room_id=room_id,
-            user_id=user_id,
-            membership=Membership.JOIN,
-            content=content
-        )
-
         content = {"membership": Membership.INVITE}
         for invitee in invite_list:
             invite_event = self.event_factory.create_event(
@@ -174,16 +172,7 @@ class RoomCreationHandler(BaseHandler):
                 user_id=user_id,
                 content=content
             )
-
-            yield self.hs.get_handlers().room_member_handler.change_membership(
-                invite_event,
-                do_auth=False
-            )
-
-        yield self.hs.get_handlers().room_member_handler.change_membership(
-            join_event,
-            do_auth=False
-        )
+            yield handle_event(invite_event)
 
         result = {"room_id": room_id}
 
@@ -194,9 +183,11 @@ class RoomCreationHandler(BaseHandler):
         defer.returnValue(result)
 
     def _create_events_for_new_room(self, creator, room_id, is_public=False):
+        creator_id = creator.to_string()
+
         event_keys = {
             "room_id": room_id,
-            "user_id": creator.to_string(),
+            "user_id": creator_id,
         }
 
         def create(etype, **content):
@@ -211,6 +202,16 @@ class RoomCreationHandler(BaseHandler):
             creator=creator.to_string(),
         )
 
+        join_event = self.event_factory.create_event(
+            etype=RoomMemberEvent.TYPE,
+            state_key=creator_id,
+            content={
+                "membership": Membership.JOIN,
+            },
+            **event_keys
+        )
+
+
         power_levels_event = self.event_factory.create_event(
             etype=RoomPowerLevelsEvent.TYPE,
             content={
@@ -239,6 +240,7 @@ class RoomCreationHandler(BaseHandler):
 
         return [
             creation_event,
+            join_event,
             power_levels_event,
             join_rules_event,
         ]
diff --git a/synapse/storage/directory.py b/synapse/storage/directory.py
index f2e895a5c..2be9c4137 100644
--- a/synapse/storage/directory.py
+++ b/synapse/storage/directory.py
@@ -14,10 +14,15 @@
 # limitations under the License.
 
 from ._base import SQLBaseStore
+
+from synapse.api.errors import SynapseError
+
 from twisted.internet import defer
 
 from collections import namedtuple
 
+import sqlite3
+
 
 RoomAliasMapping = namedtuple(
     "RoomAliasMapping",