diff --git a/synapse/api/auth.py b/synapse/api/auth.py
index 007a0998a7..31e1abb964 100644
--- a/synapse/api/auth.py
+++ b/synapse/api/auth.py
@@ -13,7 +13,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-"""This module contains classes for authenticating the user."""
 from canonicaljson import encode_canonical_json
 from signedjson.key import decode_verify_key_bytes
 from signedjson.sign import verify_signed_json, SignatureVerifyException
@@ -42,13 +41,20 @@ AuthEventTypes = (
 
 
 class Auth(object):
-
+    """
+    FIXME: This class contains a mix of functions for authenticating users
+    of our client-server API and authenticating events added to room graphs.
+    """
     def __init__(self, hs):
         self.hs = hs
         self.clock = hs.get_clock()
         self.store = hs.get_datastore()
         self.state = hs.get_state_handler()
         self.TOKEN_NOT_FOUND_HTTP_STATUS = 401
+        # Docs for these currently lives at
+        # https://github.com/matrix-org/matrix-doc/blob/master/drafts/macaroons_caveats.rst
+        # In addition, we have type == delete_pusher which grants access only to
+        # delete pushers.
         self._KNOWN_CAVEAT_PREFIXES = set([
             "gen = ",
             "guest = ",
@@ -525,7 +531,7 @@ class Auth(object):
             return default
 
     @defer.inlineCallbacks
-    def get_user_by_req(self, request, allow_guest=False):
+    def get_user_by_req(self, request, allow_guest=False, rights="access"):
         """ Get a registered user's ID.
 
         Args:
@@ -547,7 +553,7 @@ class Auth(object):
                 )
 
             access_token = request.args["access_token"][0]
-            user_info = yield self.get_user_by_access_token(access_token)
+            user_info = yield self.get_user_by_access_token(access_token, rights)
             user = user_info["user"]
             token_id = user_info["token_id"]
             is_guest = user_info["is_guest"]
@@ -608,7 +614,7 @@ class Auth(object):
         defer.returnValue(user_id)
 
     @defer.inlineCallbacks
-    def get_user_by_access_token(self, token):
+    def get_user_by_access_token(self, token, rights="access"):
         """ Get a registered user's ID.
 
         Args:
@@ -619,7 +625,7 @@ class Auth(object):
             AuthError if no user by that token exists or the token is invalid.
         """
         try:
-            ret = yield self.get_user_from_macaroon(token)
+            ret = yield self.get_user_from_macaroon(token, rights)
         except AuthError:
             # TODO(daniel): Remove this fallback when all existing access tokens
             # have been re-issued as macaroons.
@@ -627,11 +633,11 @@ class Auth(object):
         defer.returnValue(ret)
 
     @defer.inlineCallbacks
-    def get_user_from_macaroon(self, macaroon_str):
+    def get_user_from_macaroon(self, macaroon_str, rights="access"):
         try:
             macaroon = pymacaroons.Macaroon.deserialize(macaroon_str)
 
-            self.validate_macaroon(macaroon, "access", self.hs.config.expire_access_token)
+            self.validate_macaroon(macaroon, rights, self.hs.config.expire_access_token)
 
             user_prefix = "user_id = "
             user = None
@@ -654,6 +660,13 @@ class Auth(object):
                     "is_guest": True,
                     "token_id": None,
                 }
+            elif rights == "delete_pusher":
+                # We don't store these tokens in the database
+                ret = {
+                    "user": user,
+                    "is_guest": False,
+                    "token_id": None,
+                }
             else:
                 # This codepath exists so that we can actually return a
                 # token ID, because we use token IDs in place of device
@@ -685,7 +698,8 @@ class Auth(object):
 
         Args:
             macaroon(pymacaroons.Macaroon): The macaroon to validate
-            type_string(str): The kind of token this is (e.g. "access", "refresh")
+            type_string(str): The kind of token required (e.g. "access", "refresh",
+                              "delete_pusher")
             verify_expiry(bool): Whether to verify whether the macaroon has expired.
                 This should really always be True, but no clients currently implement
                 token refresh, so we can't enforce expiry yet.
diff --git a/synapse/app/pusher.py b/synapse/app/pusher.py
index 135dd58c15..f1de1e7ce9 100644
--- a/synapse/app/pusher.py
+++ b/synapse/app/pusher.py
@@ -21,6 +21,7 @@ from synapse.config._base import ConfigError
 from synapse.config.database import DatabaseConfig
 from synapse.config.logger import LoggingConfig
 from synapse.config.emailconfig import EmailConfig
+from synapse.config.key import KeyConfig
 from synapse.http.site import SynapseSite
 from synapse.metrics.resource import MetricsResource, METRICS_PREFIX
 from synapse.storage.roommember import RoomMemberStore
@@ -63,6 +64,26 @@ class SlaveConfig(DatabaseConfig):
         self.pid_file = self.abspath(config.get("pid_file"))
         self.public_baseurl = config["public_baseurl"]
 
+        # some things used by the auth handler but not actually used in the
+        # pusher codebase
+        self.bcrypt_rounds = None
+        self.ldap_enabled = None
+        self.ldap_server = None
+        self.ldap_port = None
+        self.ldap_tls = None
+        self.ldap_search_base = None
+        self.ldap_search_property = None
+        self.ldap_email_property = None
+        self.ldap_full_name_property = None
+
+        # We would otherwise try to use the registration shared secret as the
+        # macaroon shared secret if there was no macaroon_shared_secret, but
+        # that means pulling in RegistrationConfig too. We don't need to be
+        # backwards compaitible in the pusher codebase so just make people set
+        # macaroon_shared_secret. We set this to None to prevent it referencing
+        # an undefined key.
+        self.registration_shared_secret = None
+
     def default_config(self, server_name, **kwargs):
         pid_file = self.abspath("pusher.pid")
         return """\
@@ -95,7 +116,7 @@ class SlaveConfig(DatabaseConfig):
         """ % locals()
 
 
-class PusherSlaveConfig(SlaveConfig, LoggingConfig, EmailConfig):
+class PusherSlaveConfig(SlaveConfig, LoggingConfig, EmailConfig, KeyConfig):
     pass
 
 
diff --git a/synapse/handlers/auth.py b/synapse/handlers/auth.py
index 26c865e171..200793b5ed 100644
--- a/synapse/handlers/auth.py
+++ b/synapse/handlers/auth.py
@@ -529,6 +529,11 @@ class AuthHandler(BaseHandler):
         macaroon.add_first_party_caveat("time < %d" % (expiry,))
         return macaroon.serialize()
 
+    def generate_delete_pusher_token(self, user_id):
+        macaroon = self._generate_base_macaroon(user_id)
+        macaroon.add_first_party_caveat("type = delete_pusher")
+        return macaroon.serialize()
+
     def validate_short_term_login_token_and_get_user_id(self, login_token):
         try:
             macaroon = pymacaroons.Macaroon.deserialize(login_token)
diff --git a/synapse/handlers/message.py b/synapse/handlers/message.py
index c41dafdef5..15caf1950a 100644
--- a/synapse/handlers/message.py
+++ b/synapse/handlers/message.py
@@ -26,9 +26,9 @@ from synapse.types import (
     UserID, RoomAlias, RoomStreamToken, StreamToken, get_domain_from_id
 )
 from synapse.util import unwrapFirstError
-from synapse.util.async import concurrently_execute
+from synapse.util.async import concurrently_execute, run_on_reactor
 from synapse.util.caches.snapshot_cache import SnapshotCache
-from synapse.util.logcontext import PreserveLoggingContext, preserve_fn
+from synapse.util.logcontext import preserve_fn
 from synapse.visibility import filter_events_for_client
 
 from ._base import BaseHandler
@@ -908,13 +908,16 @@ class MessageHandler(BaseHandler):
                     "Failed to get destination from event %s", s.event_id
                 )
 
-        with PreserveLoggingContext():
-            # Don't block waiting on waking up all the listeners.
+        @defer.inlineCallbacks
+        def _notify():
+            yield run_on_reactor()
             self.notifier.on_new_room_event(
                 event, event_stream_id, max_stream_id,
                 extra_users=extra_users
             )
 
+        preserve_fn(_notify)()
+
         # If invite, remove room_state from unsigned before sending.
         event.unsigned.pop("invite_room_state", None)
 
diff --git a/synapse/handlers/sync.py b/synapse/handlers/sync.py
index 5307b62b85..be26a491ff 100644
--- a/synapse/handlers/sync.py
+++ b/synapse/handlers/sync.py
@@ -198,9 +198,8 @@ class SyncHandler(object):
     @defer.inlineCallbacks
     def push_rules_for_user(self, user):
         user_id = user.to_string()
-        rawrules = yield self.store.get_push_rules_for_user(user_id)
-        enabled_map = yield self.store.get_push_rules_enabled_for_user(user_id)
-        rules = format_push_rules_for_user(user, rawrules, enabled_map)
+        rules = yield self.store.get_push_rules_for_user(user_id)
+        rules = format_push_rules_for_user(user, rules)
         defer.returnValue(rules)
 
     @defer.inlineCallbacks
diff --git a/synapse/metrics/__init__.py b/synapse/metrics/__init__.py
index 5664d5a381..c38f24485a 100644
--- a/synapse/metrics/__init__.py
+++ b/synapse/metrics/__init__.py
@@ -33,11 +33,7 @@ from .metric import (
 logger = logging.getLogger(__name__)
 
 
-# We'll keep all the available metrics in a single toplevel dict, one shared
-# for the entire process. We don't currently support per-HomeServer instances
-# of metrics, because in practice any one python VM will host only one
-# HomeServer anyway. This makes a lot of implementation neater
-all_metrics = {}
+all_metrics = []
 
 
 class Metrics(object):
@@ -53,7 +49,7 @@ class Metrics(object):
 
         metric = metric_class(full_name, *args, **kwargs)
 
-        all_metrics[full_name] = metric
+        all_metrics.append(metric)
         return metric
 
     def register_counter(self, *args, **kwargs):
@@ -84,12 +80,12 @@ def render_all():
     # TODO(paul): Internal hack
     update_resource_metrics()
 
-    for name in sorted(all_metrics.keys()):
+    for metric in all_metrics:
         try:
-            strs += all_metrics[name].render()
+            strs += metric.render()
         except Exception:
-            strs += ["# FAILED to render %s" % name]
-            logger.exception("Failed to render %s metric", name)
+            strs += ["# FAILED to render"]
+            logger.exception("Failed to render metric")
 
     strs.append("")  # to generate a final CRLF
 
diff --git a/synapse/metrics/metric.py b/synapse/metrics/metric.py
index 368fc24984..341043952a 100644
--- a/synapse/metrics/metric.py
+++ b/synapse/metrics/metric.py
@@ -47,9 +47,6 @@ class BaseMetric(object):
                       for k, v in zip(self.labels, values)])
         )
 
-    def render(self):
-        return map_concat(self.render_item, sorted(self.counts.keys()))
-
 
 class CounterMetric(BaseMetric):
     """The simplest kind of metric; one that stores a monotonically-increasing
@@ -83,6 +80,9 @@ class CounterMetric(BaseMetric):
     def render_item(self, k):
         return ["%s%s %d" % (self.name, self._render_key(k), self.counts[k])]
 
+    def render(self):
+        return map_concat(self.render_item, sorted(self.counts.keys()))
+
 
 class CallbackMetric(BaseMetric):
     """A metric that returns the numeric value returned by a callback whenever
@@ -126,30 +126,30 @@ class DistributionMetric(object):
 
 
 class CacheMetric(object):
-    """A combination of two CounterMetrics, one to count cache hits and one to
-    count a total, and a callback metric to yield the current size.
+    __slots__ = ("name", "cache_name", "hits", "misses", "size_callback")
 
-    This metric generates standard metric name pairs, so that monitoring rules
-    can easily be applied to measure hit ratio."""
-
-    def __init__(self, name, size_callback, labels=[]):
+    def __init__(self, name, size_callback, cache_name):
         self.name = name
+        self.cache_name = cache_name
 
-        self.hits = CounterMetric(name + ":hits", labels=labels)
-        self.total = CounterMetric(name + ":total", labels=labels)
+        self.hits = 0
+        self.misses = 0
 
-        self.size = CallbackMetric(
-            name + ":size",
-            callback=size_callback,
-            labels=labels,
-        )
+        self.size_callback = size_callback
 
-    def inc_hits(self, *values):
-        self.hits.inc(*values)
-        self.total.inc(*values)
+    def inc_hits(self):
+        self.hits += 1
 
-    def inc_misses(self, *values):
-        self.total.inc(*values)
+    def inc_misses(self):
+        self.misses += 1
 
     def render(self):
-        return self.hits.render() + self.total.render() + self.size.render()
+        size = self.size_callback()
+        hits = self.hits
+        total = self.misses + self.hits
+
+        return [
+            """%s:hits{name="%s"} %d""" % (self.name, self.cache_name, hits),
+            """%s:total{name="%s"} %d""" % (self.name, self.cache_name, total),
+            """%s:size{name="%s"} %d""" % (self.name, self.cache_name, size),
+        ]
diff --git a/synapse/push/action_generator.py b/synapse/push/action_generator.py
index 9b208668b6..46e768e35c 100644
--- a/synapse/push/action_generator.py
+++ b/synapse/push/action_generator.py
@@ -40,7 +40,7 @@ class ActionGenerator:
     def handle_push_actions_for_event(self, event, context):
         with Measure(self.clock, "handle_push_actions_for_event"):
             bulk_evaluator = yield evaluator_for_event(
-                event, self.hs, self.store
+                event, self.hs, self.store, context.current_state
             )
 
             actions_by_user = yield bulk_evaluator.action_for_event_by_user(
diff --git a/synapse/push/bulk_push_rule_evaluator.py b/synapse/push/bulk_push_rule_evaluator.py
index 25f2fb9da4..6e42121b1d 100644
--- a/synapse/push/bulk_push_rule_evaluator.py
+++ b/synapse/push/bulk_push_rule_evaluator.py
@@ -18,10 +18,9 @@ import ujson as json
 
 from twisted.internet import defer
 
-from .baserules import list_with_base_rules
 from .push_rule_evaluator import PushRuleEvaluatorForEvent
 
-from synapse.api.constants import EventTypes
+from synapse.api.constants import EventTypes, Membership
 from synapse.visibility import filter_events_for_clients
 
 
@@ -38,62 +37,41 @@ def decode_rule_json(rule):
 @defer.inlineCallbacks
 def _get_rules(room_id, user_ids, store):
     rules_by_user = yield store.bulk_get_push_rules(user_ids)
-    rules_enabled_by_user = yield store.bulk_get_push_rules_enabled(user_ids)
 
     rules_by_user = {k: v for k, v in rules_by_user.items() if v is not None}
 
-    rules_by_user = {
-        uid: list_with_base_rules([
-            decode_rule_json(rule_list)
-            for rule_list in rules_by_user.get(uid, [])
-        ])
-        for uid in user_ids
-    }
-
-    # We apply the rules-enabled map here: bulk_get_push_rules doesn't
-    # fetch disabled rules, but this won't account for any server default
-    # rules the user has disabled, so we need to do this too.
-    for uid in user_ids:
-        user_enabled_map = rules_enabled_by_user.get(uid)
-        if not user_enabled_map:
-            continue
-
-        for i, rule in enumerate(rules_by_user[uid]):
-            rule_id = rule['rule_id']
-
-            if rule_id in user_enabled_map:
-                if rule.get('enabled', True) != bool(user_enabled_map[rule_id]):
-                    # Rules are cached across users.
-                    rule = dict(rule)
-                    rule['enabled'] = bool(user_enabled_map[rule_id])
-                    rules_by_user[uid][i] = rule
-
     defer.returnValue(rules_by_user)
 
 
 @defer.inlineCallbacks
-def evaluator_for_event(event, hs, store):
+def evaluator_for_event(event, hs, store, current_state):
     room_id = event.room_id
-
-    # users in the room who have pushers need to get push rules run because
-    # that's how their pushers work
-    users_with_pushers = yield store.get_users_with_pushers_in_room(room_id)
-
     # We also will want to generate notifs for other people in the room so
     # their unread countss are correct in the event stream, but to avoid
     # generating them for bot / AS users etc, we only do so for people who've
     # sent a read receipt into the room.
 
-    all_in_room = yield store.get_users_in_room(room_id)
-    all_in_room = set(all_in_room)
+    local_users_in_room = set(
+        e.state_key for e in current_state.values()
+        if e.type == EventTypes.Member and e.membership == Membership.JOIN
+        and hs.is_mine_id(e.state_key)
+    )
 
-    receipts = yield store.get_receipts_for_room(room_id, "m.read")
+    # users in the room who have pushers need to get push rules run because
+    # that's how their pushers work
+    if_users_with_pushers = yield store.get_if_users_have_pushers(
+        local_users_in_room
+    )
+    user_ids = set(
+        uid for uid, have_pusher in if_users_with_pushers.items() if have_pusher
+    )
+
+    users_with_receipts = yield store.get_users_with_read_receipts_in_room(room_id)
 
     # any users with pushers must be ours: they have pushers
-    user_ids = set(users_with_pushers)
-    for r in receipts:
-        if hs.is_mine_id(r['user_id']) and r['user_id'] in all_in_room:
-            user_ids.add(r['user_id'])
+    for uid in users_with_receipts:
+        if uid in local_users_in_room:
+            user_ids.add(uid)
 
     # if this event is an invite event, we may need to run rules for the user
     # who's been invited, otherwise they won't get told they've been invited
@@ -104,8 +82,6 @@ def evaluator_for_event(event, hs, store):
             if has_pusher:
                 user_ids.add(invited_user)
 
-    user_ids = list(user_ids)
-
     rules_by_user = yield _get_rules(room_id, user_ids, store)
 
     defer.returnValue(BulkPushRuleEvaluator(
@@ -143,7 +119,10 @@ class BulkPushRuleEvaluator:
             self.store, user_tuples, [event], {event.event_id: current_state}
         )
 
-        room_members = yield self.store.get_users_in_room(self.room_id)
+        room_members = set(
+            e.state_key for e in current_state.values()
+            if e.type == EventTypes.Member and e.membership == Membership.JOIN
+        )
 
         evaluator = PushRuleEvaluatorForEvent(event, len(room_members))
 
diff --git a/synapse/push/clientformat.py b/synapse/push/clientformat.py
index ae9db9ec2f..b3983f7940 100644
--- a/synapse/push/clientformat.py
+++ b/synapse/push/clientformat.py
@@ -23,10 +23,7 @@ import copy
 import simplejson as json
 
 
-def format_push_rules_for_user(user, rawrules, enabled_map):
-    """Converts a list of rawrules and a enabled map into nested dictionaries
-    to match the Matrix client-server format for push rules"""
-
+def load_rules_for_user(user, rawrules, enabled_map):
     ruleslist = []
     for rawrule in rawrules:
         rule = dict(rawrule)
@@ -35,7 +32,26 @@ def format_push_rules_for_user(user, rawrules, enabled_map):
         ruleslist.append(rule)
 
     # We're going to be mutating this a lot, so do a deep copy
-    ruleslist = copy.deepcopy(list_with_base_rules(ruleslist))
+    rules = list(list_with_base_rules(ruleslist))
+
+    for i, rule in enumerate(rules):
+        rule_id = rule['rule_id']
+        if rule_id in enabled_map:
+            if rule.get('enabled', True) != bool(enabled_map[rule_id]):
+                # Rules are cached across users.
+                rule = dict(rule)
+                rule['enabled'] = bool(enabled_map[rule_id])
+                rules[i] = rule
+
+    return rules
+
+
+def format_push_rules_for_user(user, ruleslist):
+    """Converts a list of rawrules and a enabled map into nested dictionaries
+    to match the Matrix client-server format for push rules"""
+
+    # We're going to be mutating this a lot, so do a deep copy
+    ruleslist = copy.deepcopy(ruleslist)
 
     rules = {'global': {}, 'device': {}}
 
@@ -60,9 +76,7 @@ def format_push_rules_for_user(user, rawrules, enabled_map):
 
         template_rule = _rule_to_template(r)
         if template_rule:
-            if r['rule_id'] in enabled_map:
-                template_rule['enabled'] = enabled_map[r['rule_id']]
-            elif 'enabled' in r:
+            if 'enabled' in r:
                 template_rule['enabled'] = r['enabled']
             else:
                 template_rule['enabled'] = True
diff --git a/synapse/push/emailpusher.py b/synapse/push/emailpusher.py
index 2c21ed3088..12a3ec7fd8 100644
--- a/synapse/push/emailpusher.py
+++ b/synapse/push/emailpusher.py
@@ -279,5 +279,5 @@ class EmailPusher(object):
         logger.info("Sending notif email for user %r", self.user_id)
 
         yield self.mailer.send_notification_mail(
-            self.user_id, self.email, push_actions, reason
+            self.app_id, self.user_id, self.email, push_actions, reason
         )
diff --git a/synapse/push/mailer.py b/synapse/push/mailer.py
index c1e9057eb6..88402e42a6 100644
--- a/synapse/push/mailer.py
+++ b/synapse/push/mailer.py
@@ -41,7 +41,7 @@ logger = logging.getLogger(__name__)
 
 
 MESSAGE_FROM_PERSON_IN_ROOM = "You have a message on %(app)s from %(person)s " \
-                              "in the %s room..."
+                              "in the %(room)s room..."
 MESSAGE_FROM_PERSON = "You have a message on %(app)s from %(person)s..."
 MESSAGES_FROM_PERSON = "You have messages on %(app)s from %(person)s..."
 MESSAGES_IN_ROOM = "You have messages on %(app)s in the %(room)s room..."
@@ -81,6 +81,7 @@ class Mailer(object):
     def __init__(self, hs, app_name):
         self.hs = hs
         self.store = self.hs.get_datastore()
+        self.auth_handler = self.hs.get_auth_handler()
         self.state_handler = self.hs.get_state_handler()
         loader = jinja2.FileSystemLoader(self.hs.config.email_template_dir)
         self.app_name = app_name
@@ -96,7 +97,8 @@ class Mailer(object):
         )
 
     @defer.inlineCallbacks
-    def send_notification_mail(self, user_id, email_address, push_actions, reason):
+    def send_notification_mail(self, app_id, user_id, email_address,
+                               push_actions, reason):
         try:
             from_string = self.hs.config.email_notif_from % {
                 "app": self.app_name
@@ -167,7 +169,9 @@ class Mailer(object):
 
         template_vars = {
             "user_display_name": user_display_name,
-            "unsubscribe_link": self.make_unsubscribe_link(),
+            "unsubscribe_link": self.make_unsubscribe_link(
+                user_id, app_id, email_address
+            ),
             "summary_text": summary_text,
             "app_name": self.app_name,
             "rooms": rooms,
@@ -433,9 +437,18 @@ class Mailer(object):
                 notif['room_id'], notif['event_id']
             )
 
-    def make_unsubscribe_link(self):
-        # XXX: matrix.to
-        return "https://vector.im/#/settings"
+    def make_unsubscribe_link(self, user_id, app_id, email_address):
+        params = {
+            "access_token": self.auth_handler.generate_delete_pusher_token(user_id),
+            "app_id": app_id,
+            "pushkey": email_address,
+        }
+
+        # XXX: make r0 once API is stable
+        return "%s_matrix/client/unstable/pushers/remove?%s" % (
+            self.hs.config.public_baseurl,
+            urllib.urlencode(params),
+        )
 
     def mxc_to_http_filter(self, value, width, height, resize_method="crop"):
         if value[0:6] != "mxc://":
diff --git a/synapse/replication/slave/storage/account_data.py b/synapse/replication/slave/storage/account_data.py
index f59b0eabbc..735c03c7eb 100644
--- a/synapse/replication/slave/storage/account_data.py
+++ b/synapse/replication/slave/storage/account_data.py
@@ -15,7 +15,10 @@
 
 from ._base import BaseSlavedStore
 from ._slaved_id_tracker import SlavedIdTracker
+from synapse.storage import DataStore
 from synapse.storage.account_data import AccountDataStore
+from synapse.storage.tags import TagsStore
+from synapse.util.caches.stream_change_cache import StreamChangeCache
 
 
 class SlavedAccountDataStore(BaseSlavedStore):
@@ -25,6 +28,14 @@ class SlavedAccountDataStore(BaseSlavedStore):
         self._account_data_id_gen = SlavedIdTracker(
             db_conn, "account_data_max_stream_id", "stream_id",
         )
+        self._account_data_stream_cache = StreamChangeCache(
+            "AccountDataAndTagsChangeCache",
+            self._account_data_id_gen.get_current_token(),
+        )
+
+    get_account_data_for_user = (
+        AccountDataStore.__dict__["get_account_data_for_user"]
+    )
 
     get_global_account_data_by_type_for_users = (
         AccountDataStore.__dict__["get_global_account_data_by_type_for_users"]
@@ -34,6 +45,16 @@ class SlavedAccountDataStore(BaseSlavedStore):
         AccountDataStore.__dict__["get_global_account_data_by_type_for_user"]
     )
 
+    get_tags_for_user = TagsStore.__dict__["get_tags_for_user"]
+
+    get_updated_tags = DataStore.get_updated_tags.__func__
+    get_updated_account_data_for_user = (
+        DataStore.get_updated_account_data_for_user.__func__
+    )
+
+    def get_max_account_data_stream_id(self):
+        return self._account_data_id_gen.get_current_token()
+
     def stream_positions(self):
         result = super(SlavedAccountDataStore, self).stream_positions()
         position = self._account_data_id_gen.get_current_token()
@@ -47,15 +68,33 @@ class SlavedAccountDataStore(BaseSlavedStore):
         if stream:
             self._account_data_id_gen.advance(int(stream["position"]))
             for row in stream["rows"]:
-                user_id, data_type = row[1:3]
+                position, user_id, data_type = row[:3]
                 self.get_global_account_data_by_type_for_user.invalidate(
                     (data_type, user_id,)
                 )
+                self.get_account_data_for_user.invalidate((user_id,))
+                self._account_data_stream_cache.entity_has_changed(
+                    user_id, position
+                )
 
         stream = result.get("room_account_data")
         if stream:
             self._account_data_id_gen.advance(int(stream["position"]))
+            for row in stream["rows"]:
+                position, user_id = row[:2]
+                self.get_account_data_for_user.invalidate((user_id,))
+                self._account_data_stream_cache.entity_has_changed(
+                    user_id, position
+                )
 
         stream = result.get("tag_account_data")
         if stream:
             self._account_data_id_gen.advance(int(stream["position"]))
+            for row in stream["rows"]:
+                position, user_id = row[:2]
+                self.get_tags_for_user.invalidate((user_id,))
+                self._account_data_stream_cache.entity_has_changed(
+                    user_id, position
+                )
+
+        return super(SlavedAccountDataStore, self).process_replication(result)
diff --git a/synapse/replication/slave/storage/appservice.py b/synapse/replication/slave/storage/appservice.py
new file mode 100644
index 0000000000..25792d9429
--- /dev/null
+++ b/synapse/replication/slave/storage/appservice.py
@@ -0,0 +1,30 @@
+# -*- coding: utf-8 -*-
+# Copyright 2015, 2016 OpenMarket Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from ._base import BaseSlavedStore
+from synapse.storage import DataStore
+from synapse.config.appservice import load_appservices
+
+
+class SlavedApplicationServiceStore(BaseSlavedStore):
+    def __init__(self, db_conn, hs):
+        super(SlavedApplicationServiceStore, self).__init__(db_conn, hs)
+        self.services_cache = load_appservices(
+            hs.config.server_name,
+            hs.config.app_service_config_files
+        )
+
+    get_app_service_by_token = DataStore.get_app_service_by_token.__func__
+    get_app_service_by_user_id = DataStore.get_app_service_by_user_id.__func__
diff --git a/synapse/replication/slave/storage/events.py b/synapse/replication/slave/storage/events.py
index c0d741452d..cbc1ae4190 100644
--- a/synapse/replication/slave/storage/events.py
+++ b/synapse/replication/slave/storage/events.py
@@ -23,6 +23,7 @@ from synapse.storage.roommember import RoomMemberStore
 from synapse.storage.event_federation import EventFederationStore
 from synapse.storage.event_push_actions import EventPushActionsStore
 from synapse.storage.state import StateStore
+from synapse.storage.stream import StreamStore
 from synapse.util.caches.stream_change_cache import StreamChangeCache
 
 import ujson as json
@@ -57,6 +58,9 @@ class SlavedEventStore(BaseSlavedStore):
             "EventsRoomStreamChangeCache", min_event_val,
             prefilled_cache=event_cache_prefill,
         )
+        self._membership_stream_cache = StreamChangeCache(
+            "MembershipStreamChangeCache", events_max,
+        )
 
     # Cached functions can't be accessed through a class instance so we need
     # to reach inside the __dict__ to extract them.
@@ -87,6 +91,9 @@ class SlavedEventStore(BaseSlavedStore):
     _get_state_group_from_group = (
         StateStore.__dict__["_get_state_group_from_group"]
     )
+    get_recent_event_ids_for_room = (
+        StreamStore.__dict__["get_recent_event_ids_for_room"]
+    )
 
     get_unread_push_actions_for_user_in_range = (
         DataStore.get_unread_push_actions_for_user_in_range.__func__
@@ -109,10 +116,16 @@ class SlavedEventStore(BaseSlavedStore):
         DataStore.get_room_events_stream_for_room.__func__
     )
     get_events_around = DataStore.get_events_around.__func__
+    get_state_for_event = DataStore.get_state_for_event.__func__
     get_state_for_events = DataStore.get_state_for_events.__func__
     get_state_groups = DataStore.get_state_groups.__func__
+    get_recent_events_for_room = DataStore.get_recent_events_for_room.__func__
+    get_room_events_stream_for_rooms = (
+        DataStore.get_room_events_stream_for_rooms.__func__
+    )
+    get_stream_token_for_event = DataStore.get_stream_token_for_event.__func__
 
-    _set_before_and_after = DataStore._set_before_and_after
+    _set_before_and_after = staticmethod(DataStore._set_before_and_after)
 
     _get_events = DataStore._get_events.__func__
     _get_events_from_cache = DataStore._get_events_from_cache.__func__
@@ -220,9 +233,9 @@ class SlavedEventStore(BaseSlavedStore):
             self.get_rooms_for_user.invalidate((event.state_key,))
             # self.get_joined_hosts_for_room.invalidate((event.room_id,))
             self.get_users_in_room.invalidate((event.room_id,))
-            # self._membership_stream_cache.entity_has_changed(
-            #    event.state_key, event.internal_metadata.stream_ordering
-            # )
+            self._membership_stream_cache.entity_has_changed(
+                event.state_key, event.internal_metadata.stream_ordering
+            )
             self.get_invited_rooms_for_user.invalidate((event.state_key,))
 
         if not event.is_state():
diff --git a/synapse/replication/slave/storage/filtering.py b/synapse/replication/slave/storage/filtering.py
new file mode 100644
index 0000000000..819ed62881
--- /dev/null
+++ b/synapse/replication/slave/storage/filtering.py
@@ -0,0 +1,25 @@
+# -*- coding: utf-8 -*-
+# Copyright 2015, 2016 OpenMarket Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from ._base import BaseSlavedStore
+from synapse.storage.filtering import FilteringStore
+
+
+class SlavedFilteringStore(BaseSlavedStore):
+    def __init__(self, db_conn, hs):
+        super(SlavedFilteringStore, self).__init__(db_conn, hs)
+
+    # Filters are immutable so this cache doesn't need to be expired
+    get_user_filter = FilteringStore.__dict__["get_user_filter"]
diff --git a/synapse/replication/slave/storage/presence.py b/synapse/replication/slave/storage/presence.py
new file mode 100644
index 0000000000..703f4a49bf
--- /dev/null
+++ b/synapse/replication/slave/storage/presence.py
@@ -0,0 +1,59 @@
+# -*- coding: utf-8 -*-
+# Copyright 2016 OpenMarket Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from ._base import BaseSlavedStore
+from ._slaved_id_tracker import SlavedIdTracker
+
+from synapse.util.caches.stream_change_cache import StreamChangeCache
+from synapse.storage import DataStore
+
+
+class SlavedPresenceStore(BaseSlavedStore):
+    def __init__(self, db_conn, hs):
+        super(SlavedPresenceStore, self).__init__(db_conn, hs)
+        self._presence_id_gen = SlavedIdTracker(
+            db_conn, "presence_stream", "stream_id",
+        )
+
+        self._presence_on_startup = self._get_active_presence(db_conn)
+
+        self.presence_stream_cache = self.presence_stream_cache = StreamChangeCache(
+            "PresenceStreamChangeCache", self._presence_id_gen.get_current_token()
+        )
+
+    _get_active_presence = DataStore._get_active_presence.__func__
+    take_presence_startup_info = DataStore.take_presence_startup_info.__func__
+    get_presence_for_users = DataStore.get_presence_for_users.__func__
+
+    def get_current_presence_token(self):
+        return self._presence_id_gen.get_current_token()
+
+    def stream_positions(self):
+        result = super(SlavedPresenceStore, self).stream_positions()
+        position = self._presence_id_gen.get_current_token()
+        result["presence"] = position
+        return result
+
+    def process_replication(self, result):
+        stream = result.get("presence")
+        if stream:
+            self._presence_id_gen.advance(int(stream["position"]))
+            for row in stream["rows"]:
+                position, user_id = row[:2]
+                self.presence_stream_cache.entity_has_changed(
+                    user_id, position
+                )
+
+        return super(SlavedPresenceStore, self).process_replication(result)
diff --git a/synapse/replication/slave/storage/push_rule.py b/synapse/replication/slave/storage/push_rule.py
new file mode 100644
index 0000000000..21ceb0213a
--- /dev/null
+++ b/synapse/replication/slave/storage/push_rule.py
@@ -0,0 +1,67 @@
+# -*- coding: utf-8 -*-
+# Copyright 2015, 2016 OpenMarket Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from .events import SlavedEventStore
+from ._slaved_id_tracker import SlavedIdTracker
+from synapse.storage import DataStore
+from synapse.storage.push_rule import PushRuleStore
+from synapse.util.caches.stream_change_cache import StreamChangeCache
+
+
+class SlavedPushRuleStore(SlavedEventStore):
+    def __init__(self, db_conn, hs):
+        super(SlavedPushRuleStore, self).__init__(db_conn, hs)
+        self._push_rules_stream_id_gen = SlavedIdTracker(
+            db_conn, "push_rules_stream", "stream_id",
+        )
+        self.push_rules_stream_cache = StreamChangeCache(
+            "PushRulesStreamChangeCache",
+            self._push_rules_stream_id_gen.get_current_token(),
+        )
+
+    get_push_rules_for_user = PushRuleStore.__dict__["get_push_rules_for_user"]
+    get_push_rules_enabled_for_user = (
+        PushRuleStore.__dict__["get_push_rules_enabled_for_user"]
+    )
+    have_push_rules_changed_for_user = (
+        DataStore.have_push_rules_changed_for_user.__func__
+    )
+
+    def get_push_rules_stream_token(self):
+        return (
+            self._push_rules_stream_id_gen.get_current_token(),
+            self._stream_id_gen.get_current_token(),
+        )
+
+    def stream_positions(self):
+        result = super(SlavedPushRuleStore, self).stream_positions()
+        result["push_rules"] = self._push_rules_stream_id_gen.get_current_token()
+        return result
+
+    def process_replication(self, result):
+        stream = result.get("push_rules")
+        if stream:
+            for row in stream["rows"]:
+                position = row[0]
+                user_id = row[2]
+                self.get_push_rules_for_user.invalidate((user_id,))
+                self.get_push_rules_enabled_for_user.invalidate((user_id,))
+                self.push_rules_stream_cache.entity_has_changed(
+                    user_id, position
+                )
+
+            self._push_rules_stream_id_gen.advance(int(stream["position"]))
+
+        return super(SlavedPushRuleStore, self).process_replication(result)
diff --git a/synapse/replication/slave/storage/receipts.py b/synapse/replication/slave/storage/receipts.py
index ec007516d0..ac9662d399 100644
--- a/synapse/replication/slave/storage/receipts.py
+++ b/synapse/replication/slave/storage/receipts.py
@@ -18,6 +18,7 @@ from ._slaved_id_tracker import SlavedIdTracker
 
 from synapse.storage import DataStore
 from synapse.storage.receipts import ReceiptsStore
+from synapse.util.caches.stream_change_cache import StreamChangeCache
 
 # So, um, we want to borrow a load of functions intended for reading from
 # a DataStore, but we don't want to take functions that either write to the
@@ -37,11 +38,28 @@ class SlavedReceiptsStore(BaseSlavedStore):
             db_conn, "receipts_linearized", "stream_id"
         )
 
+        self._receipts_stream_cache = StreamChangeCache(
+            "ReceiptsRoomChangeCache", self._receipts_id_gen.get_current_token()
+        )
+
     get_receipts_for_user = ReceiptsStore.__dict__["get_receipts_for_user"]
+    get_linearized_receipts_for_room = (
+        ReceiptsStore.__dict__["get_linearized_receipts_for_room"]
+    )
+    _get_linearized_receipts_for_rooms = (
+        ReceiptsStore.__dict__["_get_linearized_receipts_for_rooms"]
+    )
+    get_last_receipt_event_id_for_user = (
+        ReceiptsStore.__dict__["get_last_receipt_event_id_for_user"]
+    )
 
     get_max_receipt_stream_id = DataStore.get_max_receipt_stream_id.__func__
     get_all_updated_receipts = DataStore.get_all_updated_receipts.__func__
 
+    get_linearized_receipts_for_rooms = (
+        DataStore.get_linearized_receipts_for_rooms.__func__
+    )
+
     def stream_positions(self):
         result = super(SlavedReceiptsStore, self).stream_positions()
         result["receipts"] = self._receipts_id_gen.get_current_token()
@@ -52,10 +70,15 @@ class SlavedReceiptsStore(BaseSlavedStore):
         if stream:
             self._receipts_id_gen.advance(int(stream["position"]))
             for row in stream["rows"]:
-                room_id, receipt_type, user_id = row[1:4]
+                position, room_id, receipt_type, user_id = row[:4]
                 self.invalidate_caches_for_receipt(room_id, receipt_type, user_id)
+                self._receipts_stream_cache.entity_has_changed(room_id, position)
 
         return super(SlavedReceiptsStore, self).process_replication(result)
 
     def invalidate_caches_for_receipt(self, room_id, receipt_type, user_id):
         self.get_receipts_for_user.invalidate((user_id, receipt_type))
+        self.get_linearized_receipts_for_room.invalidate_many((room_id,))
+        self.get_last_receipt_event_id_for_user.invalidate(
+            (user_id, room_id, receipt_type)
+        )
diff --git a/synapse/replication/slave/storage/registration.py b/synapse/replication/slave/storage/registration.py
new file mode 100644
index 0000000000..307833f9e1
--- /dev/null
+++ b/synapse/replication/slave/storage/registration.py
@@ -0,0 +1,30 @@
+# -*- coding: utf-8 -*-
+# Copyright 2015, 2016 OpenMarket Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from ._base import BaseSlavedStore
+from synapse.storage import DataStore
+from synapse.storage.registration import RegistrationStore
+
+
+class SlavedRegistrationStore(BaseSlavedStore):
+    def __init__(self, db_conn, hs):
+        super(SlavedRegistrationStore, self).__init__(db_conn, hs)
+
+    # TODO: use the cached version and invalidate deleted tokens
+    get_user_by_access_token = RegistrationStore.__dict__[
+        "get_user_by_access_token"
+    ].orig
+
+    _query_for_auth = DataStore._query_for_auth.__func__
diff --git a/synapse/rest/client/v1/push_rule.py b/synapse/rest/client/v1/push_rule.py
index 02d837ee6a..6bb4821ec6 100644
--- a/synapse/rest/client/v1/push_rule.py
+++ b/synapse/rest/client/v1/push_rule.py
@@ -128,11 +128,9 @@ class PushRuleRestServlet(ClientV1RestServlet):
         # we build up the full structure and then decide which bits of it
         # to send which means doing unnecessary work sometimes but is
         # is probably not going to make a whole lot of difference
-        rawrules = yield self.store.get_push_rules_for_user(user_id)
+        rules = yield self.store.get_push_rules_for_user(user_id)
 
-        enabled_map = yield self.store.get_push_rules_enabled_for_user(user_id)
-
-        rules = format_push_rules_for_user(requester.user, rawrules, enabled_map)
+        rules = format_push_rules_for_user(requester.user, rules)
 
         path = request.postpath[1:]
 
diff --git a/synapse/rest/client/v1/pusher.py b/synapse/rest/client/v1/pusher.py
index ab928a16da..9a2ed6ed88 100644
--- a/synapse/rest/client/v1/pusher.py
+++ b/synapse/rest/client/v1/pusher.py
@@ -17,7 +17,11 @@ from twisted.internet import defer
 
 from synapse.api.errors import SynapseError, Codes
 from synapse.push import PusherConfigException
-from synapse.http.servlet import parse_json_object_from_request
+from synapse.http.servlet import (
+    parse_json_object_from_request, parse_string, RestServlet
+)
+from synapse.http.server import finish_request
+from synapse.api.errors import StoreError
 
 from .base import ClientV1RestServlet, client_path_patterns
 
@@ -136,6 +140,57 @@ class PushersSetRestServlet(ClientV1RestServlet):
         return 200, {}
 
 
+class PushersRemoveRestServlet(RestServlet):
+    """
+    To allow pusher to be delete by clicking a link (ie. GET request)
+    """
+    PATTERNS = client_path_patterns("/pushers/remove$")
+    SUCCESS_HTML = "<html><body>You have been unsubscribed</body><html>"
+
+    def __init__(self, hs):
+        super(RestServlet, self).__init__()
+        self.hs = hs
+        self.notifier = hs.get_notifier()
+        self.auth = hs.get_v1auth()
+
+    @defer.inlineCallbacks
+    def on_GET(self, request):
+        requester = yield self.auth.get_user_by_req(request, rights="delete_pusher")
+        user = requester.user
+
+        app_id = parse_string(request, "app_id", required=True)
+        pushkey = parse_string(request, "pushkey", required=True)
+
+        pusher_pool = self.hs.get_pusherpool()
+
+        try:
+            yield pusher_pool.remove_pusher(
+                app_id=app_id,
+                pushkey=pushkey,
+                user_id=user.to_string(),
+            )
+        except StoreError as se:
+            if se.code != 404:
+                # This is fine: they're already unsubscribed
+                raise
+
+        self.notifier.on_new_replication_data()
+
+        request.setResponseCode(200)
+        request.setHeader(b"Content-Type", b"text/html; charset=utf-8")
+        request.setHeader(b"Server", self.hs.version_string)
+        request.setHeader(b"Content-Length", b"%d" % (
+            len(PushersRemoveRestServlet.SUCCESS_HTML),
+        ))
+        request.write(PushersRemoveRestServlet.SUCCESS_HTML)
+        finish_request(request)
+        defer.returnValue(None)
+
+    def on_OPTIONS(self, _):
+        return 200, {}
+
+
 def register_servlets(hs, http_server):
     PushersRestServlet(hs).register(http_server)
     PushersSetRestServlet(hs).register(http_server)
+    PushersRemoveRestServlet(hs).register(http_server)
diff --git a/synapse/storage/__init__.py b/synapse/storage/__init__.py
index 8581796b7e..6928a213e8 100644
--- a/synapse/storage/__init__.py
+++ b/synapse/storage/__init__.py
@@ -149,7 +149,7 @@ class DataStore(RoomMemberStore, RoomStore,
             "AccountDataAndTagsChangeCache", account_max,
         )
 
-        self.__presence_on_startup = self._get_active_presence(db_conn)
+        self._presence_on_startup = self._get_active_presence(db_conn)
 
         presence_cache_prefill, min_presence_val = self._get_cache_dict(
             db_conn, "presence_stream",
@@ -190,8 +190,8 @@ class DataStore(RoomMemberStore, RoomStore,
         super(DataStore, self).__init__(hs)
 
     def take_presence_startup_info(self):
-        active_on_startup = self.__presence_on_startup
-        self.__presence_on_startup = None
+        active_on_startup = self._presence_on_startup
+        self._presence_on_startup = None
         return active_on_startup
 
     def _get_active_presence(self, db_conn):
diff --git a/synapse/storage/events.py b/synapse/storage/events.py
index 4655669ba0..2b3f79577b 100644
--- a/synapse/storage/events.py
+++ b/synapse/storage/events.py
@@ -342,9 +342,6 @@ class EventsStore(SQLBaseStore):
             txn.call_after(self._get_current_state_for_key.invalidate_all)
             txn.call_after(self.get_rooms_for_user.invalidate_all)
             txn.call_after(self.get_users_in_room.invalidate, (event.room_id,))
-            txn.call_after(
-                self.get_users_with_pushers_in_room.invalidate, (event.room_id,)
-            )
             txn.call_after(self.get_joined_hosts_for_room.invalidate, (event.room_id,))
             txn.call_after(self.get_room_name_and_aliases.invalidate, (event.room_id,))
 
diff --git a/synapse/storage/push_rule.py b/synapse/storage/push_rule.py
index ebb97c8474..786d6f6d67 100644
--- a/synapse/storage/push_rule.py
+++ b/synapse/storage/push_rule.py
@@ -15,6 +15,7 @@
 
 from ._base import SQLBaseStore
 from synapse.util.caches.descriptors import cachedInlineCallbacks, cachedList
+from synapse.push.baserules import list_with_base_rules
 from twisted.internet import defer
 
 import logging
@@ -23,6 +24,29 @@ import simplejson as json
 logger = logging.getLogger(__name__)
 
 
+def _load_rules(rawrules, enabled_map):
+    ruleslist = []
+    for rawrule in rawrules:
+        rule = dict(rawrule)
+        rule["conditions"] = json.loads(rawrule["conditions"])
+        rule["actions"] = json.loads(rawrule["actions"])
+        ruleslist.append(rule)
+
+    # We're going to be mutating this a lot, so do a deep copy
+    rules = list(list_with_base_rules(ruleslist))
+
+    for i, rule in enumerate(rules):
+        rule_id = rule['rule_id']
+        if rule_id in enabled_map:
+            if rule.get('enabled', True) != bool(enabled_map[rule_id]):
+                # Rules are cached across users.
+                rule = dict(rule)
+                rule['enabled'] = bool(enabled_map[rule_id])
+                rules[i] = rule
+
+    return rules
+
+
 class PushRuleStore(SQLBaseStore):
     @cachedInlineCallbacks(lru=True)
     def get_push_rules_for_user(self, user_id):
@@ -42,7 +66,11 @@ class PushRuleStore(SQLBaseStore):
             key=lambda row: (-int(row["priority_class"]), -int(row["priority"]))
         )
 
-        defer.returnValue(rows)
+        enabled_map = yield self.get_push_rules_enabled_for_user(user_id)
+
+        rules = _load_rules(rows, enabled_map)
+
+        defer.returnValue(rules)
 
     @cachedInlineCallbacks(lru=True)
     def get_push_rules_enabled_for_user(self, user_id):
@@ -85,6 +113,14 @@ class PushRuleStore(SQLBaseStore):
 
         for row in rows:
             results.setdefault(row['user_name'], []).append(row)
+
+        enabled_map_by_user = yield self.bulk_get_push_rules_enabled(user_ids)
+
+        for user_id, rules in results.items():
+            results[user_id] = _load_rules(
+                rules, enabled_map_by_user.get(user_id, {})
+            )
+
         defer.returnValue(results)
 
     @cachedList(cached_method_name="get_push_rules_enabled_for_user",
diff --git a/synapse/storage/pusher.py b/synapse/storage/pusher.py
index 9e8e2e2964..a7d7c54d7e 100644
--- a/synapse/storage/pusher.py
+++ b/synapse/storage/pusher.py
@@ -18,7 +18,7 @@ from twisted.internet import defer
 
 from canonicaljson import encode_canonical_json
 
-from synapse.util.caches.descriptors import cachedInlineCallbacks
+from synapse.util.caches.descriptors import cachedInlineCallbacks, cachedList
 
 import logging
 import simplejson as json
@@ -135,19 +135,35 @@ class PusherStore(SQLBaseStore):
             "get_all_updated_pushers", get_all_updated_pushers_txn
         )
 
-    @cachedInlineCallbacks(num_args=1)
-    def get_users_with_pushers_in_room(self, room_id):
-        users = yield self.get_users_in_room(room_id)
-
+    @cachedInlineCallbacks(lru=True, num_args=1, max_entries=15000)
+    def get_if_user_has_pusher(self, user_id):
         result = yield self._simple_select_many_batch(
             table='pushers',
-            column='user_name',
-            iterable=users,
-            retcols=['user_name'],
-            desc='get_users_with_pushers_in_room'
+            keyvalues={
+                'user_name': 'user_id',
+            },
+            retcol='user_name',
+            desc='get_if_user_has_pusher',
+            allow_none=True,
         )
 
-        defer.returnValue([r['user_name'] for r in result])
+        defer.returnValue(bool(result))
+
+    @cachedList(cached_method_name="get_if_user_has_pusher",
+                list_name="user_ids", num_args=1, inlineCallbacks=True)
+    def get_if_users_have_pushers(self, user_ids):
+        rows = yield self._simple_select_many_batch(
+            table='pushers',
+            column='user_name',
+            iterable=user_ids,
+            retcols=['user_name'],
+            desc='get_if_users_have_pushers'
+        )
+
+        result = {user_id: False for user_id in user_ids}
+        result.update({r['user_name']: True for r in rows})
+
+        defer.returnValue(result)
 
     @defer.inlineCallbacks
     def add_pusher(self, user_id, access_token, kind, app_id,
@@ -178,16 +194,16 @@ class PusherStore(SQLBaseStore):
                     },
                 )
                 if newly_inserted:
-                    # get_users_with_pushers_in_room only cares if the user has
+                    # get_if_user_has_pusher only cares if the user has
                     # at least *one* pusher.
-                    txn.call_after(self.get_users_with_pushers_in_room.invalidate_all)
+                    txn.call_after(self.get_if_user_has_pusher.invalidate, (user_id,))
 
             yield self.runInteraction("add_pusher", f)
 
     @defer.inlineCallbacks
     def delete_pusher_by_app_id_pushkey_user_id(self, app_id, pushkey, user_id):
         def delete_pusher_txn(txn, stream_id):
-            txn.call_after(self.get_users_with_pushers_in_room.invalidate_all)
+            txn.call_after(self.get_if_user_has_pusher.invalidate, (user_id,))
 
             self._simple_delete_one_txn(
                 txn,
diff --git a/synapse/storage/receipts.py b/synapse/storage/receipts.py
index f1774f0e44..8c26f39fbb 100644
--- a/synapse/storage/receipts.py
+++ b/synapse/storage/receipts.py
@@ -34,6 +34,26 @@ class ReceiptsStore(SQLBaseStore):
             "ReceiptsRoomChangeCache", self._receipts_id_gen.get_current_token()
         )
 
+    @cachedInlineCallbacks()
+    def get_users_with_read_receipts_in_room(self, room_id):
+        receipts = yield self.get_receipts_for_room(room_id, "m.read")
+        defer.returnValue(set(r['user_id'] for r in receipts))
+
+    def _invalidate_get_users_with_receipts_in_room(self, room_id, receipt_type,
+                                                    user_id):
+        if receipt_type != "m.read":
+            return
+
+        # Returns an ObservableDeferred
+        res = self.get_users_with_read_receipts_in_room.cache.get((room_id,), None)
+
+        if res and res.called and user_id in res.result:
+            # We'd only be adding to the set, so no point invalidating if the
+            # user is already there
+            return
+
+        self.get_users_with_read_receipts_in_room.invalidate((room_id,))
+
     @cached(num_args=2)
     def get_receipts_for_room(self, room_id, receipt_type):
         return self._simple_select_list(
@@ -228,6 +248,10 @@ class ReceiptsStore(SQLBaseStore):
         txn.call_after(
             self.get_receipts_for_room.invalidate, (room_id, receipt_type)
         )
+        txn.call_after(
+            self._invalidate_get_users_with_receipts_in_room,
+            room_id, receipt_type, user_id,
+        )
         txn.call_after(
             self.get_receipts_for_user.invalidate, (user_id, receipt_type)
         )
@@ -373,6 +397,10 @@ class ReceiptsStore(SQLBaseStore):
         txn.call_after(
             self.get_receipts_for_room.invalidate, (room_id, receipt_type)
         )
+        txn.call_after(
+            self._invalidate_get_users_with_receipts_in_room,
+            room_id, receipt_type, user_id,
+        )
         txn.call_after(
             self.get_receipts_for_user.invalidate, (user_id, receipt_type)
         )
diff --git a/synapse/storage/roommember.py b/synapse/storage/roommember.py
index face685ed2..64b4bd371b 100644
--- a/synapse/storage/roommember.py
+++ b/synapse/storage/roommember.py
@@ -58,9 +58,6 @@ class RoomMemberStore(SQLBaseStore):
             txn.call_after(self.get_rooms_for_user.invalidate, (event.state_key,))
             txn.call_after(self.get_joined_hosts_for_room.invalidate, (event.room_id,))
             txn.call_after(self.get_users_in_room.invalidate, (event.room_id,))
-            txn.call_after(
-                self.get_users_with_pushers_in_room.invalidate, (event.room_id,)
-            )
             txn.call_after(
                 self._membership_stream_cache.entity_has_changed,
                 event.state_key, event.internal_metadata.stream_ordering
@@ -241,23 +238,10 @@ class RoomMemberStore(SQLBaseStore):
 
         return results
 
-    @cached(max_entries=5000)
+    @cachedInlineCallbacks(max_entries=5000)
     def get_joined_hosts_for_room(self, room_id):
-        return self.runInteraction(
-            "get_joined_hosts_for_room",
-            self._get_joined_hosts_for_room_txn,
-            room_id,
-        )
-
-    def _get_joined_hosts_for_room_txn(self, txn, room_id):
-        rows = self._get_members_rows_txn(
-            txn,
-            room_id, membership=Membership.JOIN
-        )
-
-        joined_domains = set(get_domain_from_id(r["user_id"]) for r in rows)
-
-        return joined_domains
+        user_ids = yield self.get_users_in_room(room_id)
+        defer.returnValue(set(get_domain_from_id(uid) for uid in user_ids))
 
     def _get_members_events_txn(self, txn, room_id, membership=None, user_id=None):
         rows = self._get_members_rows_txn(
diff --git a/synapse/util/async.py b/synapse/util/async.py
index 0d6f48e2d8..40be7fe7e3 100644
--- a/synapse/util/async.py
+++ b/synapse/util/async.py
@@ -102,6 +102,15 @@ class ObservableDeferred(object):
     def observers(self):
         return self._observers
 
+    def has_called(self):
+        return self._result is not None
+
+    def has_succeeded(self):
+        return self._result is not None and self._result[0] is True
+
+    def get_result(self):
+        return self._result[1]
+
     def __getattr__(self, name):
         return getattr(self._deferred, name)
 
diff --git a/synapse/util/caches/__init__.py b/synapse/util/caches/__init__.py
index d53569ca49..ebd715c5dc 100644
--- a/synapse/util/caches/__init__.py
+++ b/synapse/util/caches/__init__.py
@@ -24,11 +24,21 @@ DEBUG_CACHES = False
 metrics = synapse.metrics.get_metrics_for("synapse.util.caches")
 
 caches_by_name = {}
-cache_counter = metrics.register_cache(
-    "cache",
-    lambda: {(name,): len(caches_by_name[name]) for name in caches_by_name.keys()},
-    labels=["name"],
-)
+# cache_counter = metrics.register_cache(
+#     "cache",
+#     lambda: {(name,): len(caches_by_name[name]) for name in caches_by_name.keys()},
+#     labels=["name"],
+# )
+
+
+def register_cache(name, cache):
+    caches_by_name[name] = cache
+    return metrics.register_cache(
+        "cache",
+        lambda: len(cache),
+        name,
+    )
+
 
 _string_cache = LruCache(int(5000 * CACHE_SIZE_FACTOR))
 caches_by_name["string_cache"] = _string_cache
diff --git a/synapse/util/caches/descriptors.py b/synapse/util/caches/descriptors.py
index 758f5982b0..f31dfb22b7 100644
--- a/synapse/util/caches/descriptors.py
+++ b/synapse/util/caches/descriptors.py
@@ -22,7 +22,7 @@ from synapse.util.logcontext import (
     PreserveLoggingContext, preserve_context_over_deferred, preserve_context_over_fn
 )
 
-from . import caches_by_name, DEBUG_CACHES, cache_counter
+from . import DEBUG_CACHES, register_cache
 
 from twisted.internet import defer
 
@@ -33,6 +33,7 @@ import functools
 import inspect
 import threading
 
+
 logger = logging.getLogger(__name__)
 
 
@@ -43,6 +44,15 @@ CACHE_SIZE_FACTOR = float(os.environ.get("SYNAPSE_CACHE_FACTOR", 0.1))
 
 
 class Cache(object):
+    __slots__ = (
+        "cache",
+        "max_entries",
+        "name",
+        "keylen",
+        "sequence",
+        "thread",
+        "metrics",
+    )
 
     def __init__(self, name, max_entries=1000, keylen=1, lru=True, tree=False):
         if lru:
@@ -59,7 +69,7 @@ class Cache(object):
         self.keylen = keylen
         self.sequence = 0
         self.thread = None
-        caches_by_name[name] = self.cache
+        self.metrics = register_cache(name, self.cache)
 
     def check_thread(self):
         expected_thread = self.thread
@@ -74,10 +84,10 @@ class Cache(object):
     def get(self, key, default=_CacheSentinel):
         val = self.cache.get(key, _CacheSentinel)
         if val is not _CacheSentinel:
-            cache_counter.inc_hits(self.name)
+            self.metrics.inc_hits()
             return val
 
-        cache_counter.inc_misses(self.name)
+        self.metrics.inc_misses()
 
         if default is _CacheSentinel:
             raise KeyError()
@@ -293,16 +303,21 @@ class CacheListDescriptor(object):
 
             # cached is a dict arg -> deferred, where deferred results in a
             # 2-tuple (`arg`, `result`)
-            cached = {}
+            results = {}
+            cached_defers = {}
             missing = []
             for arg in list_args:
                 key = list(keyargs)
                 key[self.list_pos] = arg
 
                 try:
-                    res = cache.get(tuple(key)).observe()
-                    res.addCallback(lambda r, arg: (arg, r), arg)
-                    cached[arg] = res
+                    res = cache.get(tuple(key))
+                    if not res.has_succeeded():
+                        res = res.observe()
+                        res.addCallback(lambda r, arg: (arg, r), arg)
+                        cached_defers[arg] = res
+                    else:
+                        results[arg] = res.get_result()
                 except KeyError:
                     missing.append(arg)
 
@@ -340,12 +355,21 @@ class CacheListDescriptor(object):
                     res = observer.observe()
                     res.addCallback(lambda r, arg: (arg, r), arg)
 
-                    cached[arg] = res
+                    cached_defers[arg] = res
 
-            return preserve_context_over_deferred(defer.gatherResults(
-                cached.values(),
-                consumeErrors=True,
-            ).addErrback(unwrapFirstError).addCallback(lambda res: dict(res)))
+            if cached_defers:
+                def update_results_dict(res):
+                    results.update(res)
+                    return results
+
+                return preserve_context_over_deferred(defer.gatherResults(
+                    cached_defers.values(),
+                    consumeErrors=True,
+                ).addCallback(update_results_dict).addErrback(
+                    unwrapFirstError
+                ))
+            else:
+                return results
 
         obj.__dict__[self.orig.__name__] = wrapped
 
diff --git a/synapse/util/caches/dictionary_cache.py b/synapse/util/caches/dictionary_cache.py
index f92d80542b..b0ca1bb79d 100644
--- a/synapse/util/caches/dictionary_cache.py
+++ b/synapse/util/caches/dictionary_cache.py
@@ -15,7 +15,7 @@
 
 from synapse.util.caches.lrucache import LruCache
 from collections import namedtuple
-from . import caches_by_name, cache_counter
+from . import register_cache
 import threading
 import logging
 
@@ -43,7 +43,7 @@ class DictionaryCache(object):
             __slots__ = []
 
         self.sentinel = Sentinel()
-        caches_by_name[name] = self.cache
+        self.metrics = register_cache(name, self.cache)
 
     def check_thread(self):
         expected_thread = self.thread
@@ -58,7 +58,7 @@ class DictionaryCache(object):
     def get(self, key, dict_keys=None):
         entry = self.cache.get(key, self.sentinel)
         if entry is not self.sentinel:
-            cache_counter.inc_hits(self.name)
+            self.metrics.inc_hits()
 
             if dict_keys is None:
                 return DictionaryEntry(entry.full, dict(entry.value))
@@ -69,7 +69,7 @@ class DictionaryCache(object):
                     if k in entry.value
                 })
 
-        cache_counter.inc_misses(self.name)
+        self.metrics.inc_misses()
         return DictionaryEntry(False, {})
 
     def invalidate(self, key):
diff --git a/synapse/util/caches/expiringcache.py b/synapse/util/caches/expiringcache.py
index 2b68c1ac93..080388958f 100644
--- a/synapse/util/caches/expiringcache.py
+++ b/synapse/util/caches/expiringcache.py
@@ -13,7 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from synapse.util.caches import cache_counter, caches_by_name
+from synapse.util.caches import register_cache
 
 import logging
 
@@ -49,7 +49,7 @@ class ExpiringCache(object):
 
         self._cache = {}
 
-        caches_by_name[cache_name] = self._cache
+        self.metrics = register_cache(cache_name, self._cache)
 
     def start(self):
         if not self._expiry_ms:
@@ -78,9 +78,9 @@ class ExpiringCache(object):
     def __getitem__(self, key):
         try:
             entry = self._cache[key]
-            cache_counter.inc_hits(self._cache_name)
+            self.metrics.inc_hits()
         except KeyError:
-            cache_counter.inc_misses(self._cache_name)
+            self.metrics.inc_misses()
             raise
 
         if self._reset_expiry_on_get:
diff --git a/synapse/util/caches/stream_change_cache.py b/synapse/util/caches/stream_change_cache.py
index ea8a74ca69..3c051dabc4 100644
--- a/synapse/util/caches/stream_change_cache.py
+++ b/synapse/util/caches/stream_change_cache.py
@@ -13,7 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from synapse.util.caches import cache_counter, caches_by_name
+from synapse.util.caches import register_cache
 
 
 from blist import sorteddict
@@ -42,7 +42,7 @@ class StreamChangeCache(object):
         self._cache = sorteddict()
         self._earliest_known_stream_pos = current_stream_pos
         self.name = name
-        caches_by_name[self.name] = self._cache
+        self.metrics = register_cache(self.name, self._cache)
 
         for entity, stream_pos in prefilled_cache.items():
             self.entity_has_changed(entity, stream_pos)
@@ -53,19 +53,19 @@ class StreamChangeCache(object):
         assert type(stream_pos) is int
 
         if stream_pos < self._earliest_known_stream_pos:
-            cache_counter.inc_misses(self.name)
+            self.metrics.inc_misses()
             return True
 
         latest_entity_change_pos = self._entity_to_key.get(entity, None)
         if latest_entity_change_pos is None:
-            cache_counter.inc_hits(self.name)
+            self.metrics.inc_hits()
             return False
 
         if stream_pos < latest_entity_change_pos:
-            cache_counter.inc_misses(self.name)
+            self.metrics.inc_misses()
             return True
 
-        cache_counter.inc_hits(self.name)
+        self.metrics.inc_hits()
         return False
 
     def get_entities_changed(self, entities, stream_pos):
@@ -82,10 +82,10 @@ class StreamChangeCache(object):
                 self._cache[k] for k in keys[i:]
             ).intersection(entities)
 
-            cache_counter.inc_hits(self.name)
+            self.metrics.inc_hits()
         else:
             result = entities
-            cache_counter.inc_misses(self.name)
+            self.metrics.inc_misses()
 
         return result
 
diff --git a/tests/metrics/test_metric.py b/tests/metrics/test_metric.py
index f3c1927ce1..f85455a5af 100644
--- a/tests/metrics/test_metric.py
+++ b/tests/metrics/test_metric.py
@@ -61,9 +61,6 @@ class CounterMetricTestCase(unittest.TestCase):
             'vector{method="PUT"} 1',
         ])
 
-        # Check that passing too few values errors
-        self.assertRaises(ValueError, counter.inc)
-
 
 class CallbackMetricTestCase(unittest.TestCase):
 
@@ -138,27 +135,27 @@ class CacheMetricTestCase(unittest.TestCase):
     def test_cache(self):
         d = dict()
 
-        metric = CacheMetric("cache", lambda: len(d))
+        metric = CacheMetric("cache", lambda: len(d), "cache_name")
 
         self.assertEquals(metric.render(), [
-            'cache:hits 0',
-            'cache:total 0',
-            'cache:size 0',
+            'cache:hits{name="cache_name"} 0',
+            'cache:total{name="cache_name"} 0',
+            'cache:size{name="cache_name"} 0',
         ])
 
         metric.inc_misses()
         d["key"] = "value"
 
         self.assertEquals(metric.render(), [
-            'cache:hits 0',
-            'cache:total 1',
-            'cache:size 1',
+            'cache:hits{name="cache_name"} 0',
+            'cache:total{name="cache_name"} 1',
+            'cache:size{name="cache_name"} 1',
         ])
 
         metric.inc_hits()
 
         self.assertEquals(metric.render(), [
-            'cache:hits 1',
-            'cache:total 2',
-            'cache:size 1',
+            'cache:hits{name="cache_name"} 1',
+            'cache:total{name="cache_name"} 2',
+            'cache:size{name="cache_name"} 1',
         ])