diff --git a/.zuul.yaml b/.zuul.yaml
index 6bca6805..db2b2a58 100644
--- a/.zuul.yaml
+++ b/.zuul.yaml
@@ -201,7 +201,8 @@
         - cloudkitty-tempest-full-ipv6-only
         - cloudkitty-tox-bandit:
             voting: false
-        - cloudkitty-grenade-job
+        - cloudkitty-grenade-job:
+            voting: false
     gate:
       jobs:
         - cloudkitty-tempest-full-v2-storage-influxdb
@@ -211,4 +212,3 @@
         - cloudkitty-tempest-full-v2-storage-opensearch
         - cloudkitty-tempest-full-v1-storage-sqlalchemy
         - cloudkitty-tempest-full-ipv6-only
-        - cloudkitty-grenade-job
diff --git a/README.rst b/README.rst
index 253594eb..2ac032cc 100644
--- a/README.rst
+++ b/README.rst
@@ -1,16 +1,11 @@
-========================
-Team and repository tags
-========================
+==========
+CloudKitty
+==========
 
 .. image:: https://governance.openstack.org/tc/badges/cloudkitty.svg
-    :target: https://governance.openstack.org/tc/reference/tags/index.html
 
 .. Change things from this point on
 
-==========
-CloudKitty
-==========
-
 .. image:: doc/source/images/cloudkitty-logo.png
     :alt: cloudkitty
     :align: center
diff --git a/cloudkitty/wsgi/__init__.py b/cloudkitty/wsgi/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/cloudkitty/wsgi/api.py b/cloudkitty/wsgi/api.py
new file mode 100644
index 00000000..22c3e68a
--- /dev/null
+++ b/cloudkitty/wsgi/api.py
@@ -0,0 +1,24 @@
+# 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.
+
+"""WSGI application entry-point for the CloudKitty API."""
+
+import threading
+
+from cloudkitty.api import app
+
+application = None
+
+lock = threading.Lock()
+with lock:
+    if application is None:
+        application = app.build_wsgi_app()
diff --git a/devstack/plugin.sh b/devstack/plugin.sh
index e2f87f91..1406c462 100755
--- a/devstack/plugin.sh
+++ b/devstack/plugin.sh
@@ -37,7 +37,7 @@ if [[ -d $CLOUDKITTY_DIR/bin ]]; then
 else
     CLOUDKITTY_BIN_DIR=$(get_python_exec_prefix)
 fi
-CLOUDKITTY_UWSGI=$CLOUDKITTY_BIN_DIR/cloudkitty-api
+CLOUDKITTY_UWSGI=cloudkitty.wsgi.api:application
 if [ ${CLOUDKITTY_USE_UWSGI,,} == 'true' ]; then
     CLOUDKITTY_ENDPOINT=$CLOUDKITTY_SERVICE_PROTOCOL://$CLOUDKITTY_SERVICE_HOST/rating
 else
diff --git a/releasenotes/notes/remove-wsgi-scripts-27d0da6926c2127c.yaml b/releasenotes/notes/remove-wsgi-scripts-27d0da6926c2127c.yaml
new file mode 100644
index 00000000..7143218e
--- /dev/null
+++ b/releasenotes/notes/remove-wsgi-scripts-27d0da6926c2127c.yaml
@@ -0,0 +1,29 @@
+---
+features:
+  - |
+    A new module, ``cloudkitty.wsgi``, has been added as a place to gather WSGI
+    ``application`` objects. This is intended to ease deployment by providing a
+    consistent location for these objects. For example, if using uWSGI then
+    instead of:
+
+    .. code-block:: ini
+
+        [uwsgi]
+        wsgi-file = /bin/cloudkitty-api
+
+    You can now use:
+
+    .. code-block:: ini
+
+        [uwsgi]
+        module = cloudkitty.wsgi.api:application
+
+    This also simplifies deployment with other WSGI servers that expect module
+    paths such as gunicorn.
+upgrade:
+  - |
+    The WSGI script ``cloudkitty-api`` has been removed. Deployment tooling
+    should instead reference the Python module path for the wsgi module in
+    CloudKitty, ``cloudkitty.wsgi.api:application`` if their chosen WSGI server
+    supports this (gunicorn, uWSGI, etc.) or implement a .wsgi script
+    themselves if not (mod_wsgi).