diff --git a/kube_ops_view/main.py b/kube_ops_view/main.py
index 9d3643e..ec59705 100644
--- a/kube_ops_view/main.py
+++ b/kube_ops_view/main.py
@@ -86,9 +86,9 @@ def index():
 
 def event(cluster_ids: set):
     # first sent full data once
-    for cluster_id in (app.store.get('cluster-ids') or []):
+    for cluster_id in app.store.get_cluster_ids():
         if not cluster_ids or cluster_id in cluster_ids:
-            cluster = app.store.get(cluster_id)
+            cluster = app.store.get_cluster_data(cluster_id)
             if cluster:
                 yield 'event: clusterupdate\ndata: ' + json.dumps(cluster, separators=(',', ':')) + '\n\n'
     while True:
diff --git a/kube_ops_view/stores.py b/kube_ops_view/stores.py
index e4cd850..0ed3b4f 100644
--- a/kube_ops_view/stores.py
+++ b/kube_ops_view/stores.py
@@ -37,7 +37,28 @@ def check_token(token: str, remote_addr: str, data: dict):
         raise ValueError('Invalid token')
 
 
-class MemoryStore:
+class AbstractStore:
+
+    def get_cluster_ids(self):
+        return self.get('cluster-ids') or []
+
+    def set_cluster_ids(self, cluster_ids: set):
+        self.set('cluster-ids', list(sorted(cluster_ids)))
+
+    def get_cluster_status(self, cluster_id: str) -> dict:
+        return self.get('clusters:{}:status'.format(cluster_id)) or {}
+
+    def set_cluster_status(self, cluster_id: str, status: dict):
+        self.set('clusters:{}:status'.format(cluster_id), status)
+
+    def get_cluster_data(self, cluster_id: str) -> dict:
+        return self.get('clusters:{}:data'.format(cluster_id)) or {}
+
+    def set_cluster_data(self, cluster_id: str, data: dict):
+        self.set('clusters:{}:data'.format(cluster_id), data)
+
+
+class MemoryStore(AbstractStore):
     '''Memory-only backend, mostly useful for local debugging'''
 
     def __init__(self):
@@ -85,7 +106,7 @@ class MemoryStore:
         self._screen_tokens[token] = data
 
 
-class RedisStore:
+class RedisStore(AbstractStore):
     '''Redis-based backend for deployments with replicas > 1'''
 
     def __init__(self, url: str):
diff --git a/kube_ops_view/update.py b/kube_ops_view/update.py
index e6858ff..a3c7a24 100644
--- a/kube_ops_view/update.py
+++ b/kube_ops_view/update.py
@@ -41,8 +41,7 @@ def update_clusters(cluster_discoverer, query_cluster: callable, store, query_in
                 cluster_ids = set()
                 for cluster in clusters:
                     cluster_ids.add(cluster.id)
-                    status_key = '{}:status'.format(cluster.id)
-                    status = store.get(status_key) or {}
+                    status = store.get_cluster_status(cluster.id)
                     now = time.time()
                     if now < status.get('last_query_time', 0) + query_interval:
                         continue
@@ -61,20 +60,20 @@ def update_clusters(cluster_discoverer, query_cluster: callable, store, query_in
                         if backoff:
                             logger.info('Cluster {} ({}) recovered after {} tries.'.format(cluster.id, cluster.api_server_url, backoff['tries']))
                             del status['backoff']
-                        old_data = store.get(data['id'])
+                        old_data = store.get_cluster_data(data['id'])
                         if old_data:
                             # https://pikacode.com/phijaro/json_delta/ticket/11/
                             # diff is extremely slow without array_align=False
                             delta = json_delta.diff(old_data, data, verbose=debug, array_align=False)
                             store.publish('clusterdelta', {'cluster_id': cluster.id, 'delta': delta})
                             if delta:
-                                store.set(cluster.id, data)
+                                store.set_cluster_data(cluster.id, data)
                         else:
                             logger.info('Discovered new cluster {} ({}).'.format(cluster.id, cluster.api_server_url))
                             store.publish('clusterupdate', data)
-                            store.set(cluster.id, data)
-                    store.set(status_key, status)
-                store.set('cluster-ids', list(sorted(cluster_ids)))
+                            store.set_cluster_data(cluster.id, data)
+                    store.set_cluster_status(cluster.id, status)
+                store.set_cluster_ids(cluster_ids)
             except:
                 logger.exception('Failed to update')
             finally: