diff --git a/devstack/plugin.sh b/devstack/plugin.sh
index 5d9c3773..26aa90ba 100644
--- a/devstack/plugin.sh
+++ b/devstack/plugin.sh
@@ -143,7 +143,7 @@ if is_service_enabled kuryr-libnetwork; then
             # Enable pluginv2
             sudo docker plugin enable kuryr/libnetwork2:latest
         else
-            run_process kuryr-libnetwork "$DEST/kuryr-libnetwork/scripts/run_server.py  --config-file $KURYR_CONFIG" "" "root"
+            run_process kuryr-libnetwork "$KURYR_BIN_DIR/kuryr-server --config-file $KURYR_CONFIG" "" "root"
         fi
 
         neutron subnetpool-create --default-prefixlen $KURYR_POOL_PREFIX_LEN --pool-prefix $KURYR_POOL_PREFIX kuryr
diff --git a/devstack/settings b/devstack/settings
index 0f1876cb..cd07a978 100644
--- a/devstack/settings
+++ b/devstack/settings
@@ -14,6 +14,7 @@ KURYR_CONFIG_DIR=${KURYR_CONFIG_DIR:-/etc/kuryr}
 KURYR_CONFIG=${KURYR_CONFIG_DIR}/${KURYR_CONFIG_FILENAME}
 KURYR_AUTH_CACHE_DIR=${KURYR_AUTH_CACHE_DIR:-/var/cache/kuryr}
 KURYR_LOG_DIR=${KURYR_LOG_DIR:-/var/log/kuryr}
+KURYR_BIN_DIR=$(get_python_exec_prefix)
 
 KURYR_POOL_PREFIX=${KURYR_POOL_PREFIX:-10.10.0.0/16}
 KURYR_POOL_PREFIX_LEN=${KURYR_POOL_PREFIX_LEN:-24}