diff --git a/kuryr/server.py b/kuryr/server.py
new file mode 100644
index 00000000..65d2dae1
--- /dev/null
+++ b/kuryr/server.py
@@ -0,0 +1,18 @@
+# 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 kuryr import app
+
+
+def start():
+    app.debug = True
+    app.run("0.0.0.0", port=2377)
diff --git a/scripts/run_server.py b/scripts/run_server.py
index f1b1ed18..f0b2e5af 100755
--- a/scripts/run_server.py
+++ b/scripts/run_server.py
@@ -12,9 +12,6 @@
 # License for the specific language governing permissions and limitations
 # under the License.
 
-from kuryr import app
+from kuryr import server
 
-
-if __name__ == '__main__':
-    app.debug = True
-    app.run("0.0.0.0", port=2377)
+server.start()
diff --git a/setup.cfg b/setup.cfg
index b54055be..26fb525d 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -24,6 +24,9 @@ classifier =
 oslo.config.opts =
     kuryr = kuryr.opts:list_kuryr_opts
 
+console_scripts =
+    kuryr-server = kuryr.server:start
+
 [files]
 packages =
     kuryr