diff --git a/grq2/__init__.py b/grq2/__init__.py
index b1bd254..cf2b67d 100644
--- a/grq2/__init__.py
+++ b/grq2/__init__.py
@@ -14,8 +14,8 @@
 class ReverseProxied(object):
     """
     Wrap the application in this middleware and configure the
-    front-end server to add these headers, to let you quietly bind 
-    this to a URL other than / and to an HTTP scheme that is 
+    front-end server to add these headers, to let you quietly bind
+    this to a URL other than / and to an HTTP scheme that is
     different than what is used locally.
 
     In nginx:
@@ -93,8 +93,7 @@ def resource_not_found(e):
 grq_es = get_grq_es()
 
 # initializing connection to Mozart's Elasticsearch
-MOZART_ES_URL = app.config['MOZART_ES_URL']
-mozart_es = get_mozart_es(MOZART_ES_URL)
+mozart_es = get_mozart_es()
 
 # services blueprints
 from grq2.services.main import mod as main_module
diff --git a/grq2/es_connection.py b/grq2/es_connection.py
index ba06fd1..7c27359 100644
--- a/grq2/es_connection.py
+++ b/grq2/es_connection.py
@@ -13,10 +13,16 @@
 GRQ_ES = None
 
 
-def get_mozart_es(es_url, logger=None):
+def get_mozart_es(logger=None):
     global MOZART_ES
+    es_cluster_mode = app.conf['ES_CLUSTER_MODE']
+
     if MOZART_ES is None:
-        MOZART_ES = ElasticsearchUtility(es_url, logger)
+        if es_cluster_mode:
+            hosts = [app.conf.JOBS_ES_URL, app.conf.GRQ_ES_URL, app.conf.METRICS_ES_URL]
+        else:
+            hosts = [app.conf.JOBS_ES_URL]
+        MOZART_ES = ElasticsearchUtility(hosts, logger)
     return MOZART_ES
 
 
@@ -28,6 +34,7 @@ def get_grq_es(logger=None):
         es_host = app.conf['GRQ_ES_HOST']
         es_url = app.conf['GRQ_ES_URL']
         region = app.conf['AWS_REGION']
+        es_cluster_mode = app.conf['ES_CLUSTER_MODE']
 
         if aws_es is True:
             aws_auth = BotoAWSRequestsAuth(aws_host=es_host, aws_region=region, aws_service='es')
@@ -44,5 +51,9 @@ def get_grq_es(logger=None):
                 retry_on_timeout=True,
             )
         else:
-            GRQ_ES = ElasticsearchUtility(es_url, logger)
+            if es_cluster_mode:
+                hosts = [app.conf.JOBS_ES_URL, app.conf.GRQ_ES_URL, app.conf.METRICS_ES_URL]
+            else:
+                hosts = [es_url]
+            GRQ_ES = ElasticsearchUtility(hosts, logger)
     return GRQ_ES
diff --git a/setup.py b/setup.py
index 2a351ad..8c5770e 100644
--- a/setup.py
+++ b/setup.py
@@ -6,7 +6,7 @@
 
 setup(
     name='grq2',
-    version='2.0.24',
+    version='2.0.25',
     long_description='GeoRegionQuery REST API using ElasticSearch backend',
     packages=find_packages(),
     include_package_data=True,