diff --git a/asyncpg/connect_utils.py b/asyncpg/connect_utils.py
index da616523..88982e39 100644
--- a/asyncpg/connect_utils.py
+++ b/asyncpg/connect_utils.py
@@ -64,7 +64,7 @@ def _parse_connect_dsn_and_args(*, dsn, host, port, user,
             port = int(parsed.port)
 
         if parsed.hostname and host is None:
-            host = parsed.hostname
+            host = parsed.hostname.split(',')
 
         if parsed.path and database is None:
             database = parsed.path
diff --git a/tests/test_connect.py b/tests/test_connect.py
index 3bc49d95..4d9930c4 100644
--- a/tests/test_connect.py
+++ b/tests/test_connect.py
@@ -316,6 +316,14 @@ class TestConnectParams(tb.TestCase):
             'dsn': 'pq:///dbname?host=/unix_sock/test&user=spam',
             'error': (ValueError, 'invalid DSN')
         },
+
+        {
+            'dsn': 'postgres://user3:123123@localhost,127.0.0.1:5555/abcdef',
+            'result': ([('localhost', 5555), ('127.0.0.1', 5555)], {
+                'user': 'user3',
+                'password': '123123',
+                'database': 'abcdef'})
+        },
     ]
 
     @contextlib.contextmanager