diff --git a/playbooks/inventory/group_vars/utility_all.yml b/playbooks/inventory/group_vars/utility_all.yml
index 671f75b5ef..436e77c626 100644
--- a/playbooks/inventory/group_vars/utility_all.yml
+++ b/playbooks/inventory/group_vars/utility_all.yml
@@ -41,18 +41,6 @@ utility_package_state: "{{ package_state }}"
 
 # Python packages to be installed into the utility container
 utility_pip_packages:
-  - gnocchiclient
-  - python-openstackclient
-  - python-ceilometerclient
-  - python-cinderclient
-  - python-glanceclient
-  - python-heatclient
-  - python-keystoneclient
-  - python-neutronclient
-  - python-novaclient
-  - python-ironicclient
-  - python-saharaclient
-  - python-swiftclient
   - python-memcached
   - pycrypto
 
diff --git a/playbooks/utility-install.yml b/playbooks/utility-install.yml
index f1e4e5dfae..43f5dd3d6d 100644
--- a/playbooks/utility-install.yml
+++ b/playbooks/utility-install.yml
@@ -72,9 +72,17 @@
         - ansible_pkg_mgr == 'yum'
       tags:
         - utility-yum-packages
+    - name: Get list of python clients
+      shell: "curl -s {{ openstack_repo_url }}/os-releases/{{ openstack_release }}/requirements_absolute_requirements.txt  | grep client | cut -d'=' -f1"
+      register: client_list
+      run_once: true
+      changed_when: false
+      tags:
+        - utility-pip-packages
+        - skip_ansible_lint
     - name: Install pip packages
       pip:
-        name: "{{ utility_pip_packages | join(' ') }}"
+        name: "{{ client_list.stdout_lines | union(utility_pip_packages) | join(' ') }}"
         state: latest
         extra_args: "{{ pip_install_options|default('') }}"
       register: install_packages