diff --git a/.gitignore b/.gitignore
index 4fae9b4d..c7425d17 100644
--- a/.gitignore
+++ b/.gitignore
@@ -44,6 +44,9 @@ output/*/index.html
 # Sphinx
 doc/build
 
+# oslo-config-generator
+etc/*.sample
+
 # pbr generates these
 AUTHORS
 ChangeLog
@@ -57,4 +60,4 @@ ChangeLog
 .vagrant
 
 # generated openrc
-openrc
\ No newline at end of file
+openrc
diff --git a/etc/oslo-config-generator/kolla-mesos.conf b/etc/oslo-config-generator/kolla-mesos.conf
new file mode 100644
index 00000000..3ce0e338
--- /dev/null
+++ b/etc/oslo-config-generator/kolla-mesos.conf
@@ -0,0 +1,5 @@
+[DEFAULT]
+output_file = etc/kolla-mesos.conf.sample
+wrap_width = 79
+
+namespace = kolla_mesos
diff --git a/kolla_mesos/cmd/config.py b/kolla_mesos/cmd/config.py
index 0331b9d7..e642b6f9 100644
--- a/kolla_mesos/cmd/config.py
+++ b/kolla_mesos/cmd/config.py
@@ -12,11 +12,11 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import argparse
 import logging
-import os
+import sys
+
+from oslo_config import cfg
 
-from kolla_mesos.common import config_utils
 from kolla_mesos.common import zk_utils
 
 
@@ -24,37 +24,19 @@ logging.basicConfig()
 LOG = logging.getLogger(__name__)
 LOG.setLevel(logging.INFO)
 
-
-def merge_args_and_config(settings_from_config_file):
-    parser = argparse.ArgumentParser(description='Kolla build script')
-    defaults = {
-        "zookeeper_host": os.environ.get('ZK_HOSTS', 'localhost:2181'),
-    }
-    defaults.update(settings_from_config_file.items('kolla-build'))
-    parser.set_defaults(**defaults)
-    parser.add_argument('--zookeeper-host',
-                        help='Zookeeper host:port',
-                        type=str)
-    parser.add_argument('-d', '--debug',
-                        help='Turn on debugging log level',
-                        action='store_true')
-    parser.add_argument('-s', '--show',
-                        help='Show node data',
-                        action='store_true')
-    parser.add_argument('path',
-                        help='Zookeeper node path (try /kolla)')
-    return vars(parser.parse_args())
+CONF = cfg.CONF
+CONF.import_group('zookeeper', 'kolla_mesos.config.zookeeper')
+CONF.import_opt('path', 'kolla_mesos.config.config_cli')
+CONF.import_opt('show', 'kolla_mesos.config.config_cli')
 
 
 def main():
-    cmd_opts, kolla_config = config_utils.load('kolla-build.conf',
-                                               merge_args_and_config)
-
-    with zk_utils.connection(cmd_opts['zookeeper_host']) as zk:
-        if cmd_opts['show']:
-            zk_utils.cat(zk, cmd_opts['path'])
+    CONF(sys.argv[1:], project='kolla-mesos')
+    with zk_utils.connection(CONF.zookeeper.host) as zk:
+        if CONF.show:
+            zk_utils.cat(zk, CONF.path)
         else:
-            zk_utils.tree(zk, cmd_opts['path'])
+            zk_utils.tree(zk, CONF.path)
 
 if __name__ == '__main__':
     main()
diff --git a/kolla_mesos/cmd/deploy.py b/kolla_mesos/cmd/deploy.py
index 413bff13..85723b83 100755
--- a/kolla_mesos/cmd/deploy.py
+++ b/kolla_mesos/cmd/deploy.py
@@ -12,21 +12,21 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import argparse
 import datetime
 import json
 import logging
 import os
 import signal
+import sys
 import tempfile
 import time
 
+from oslo_config import cfg
 import shutil
 from six.moves import configparser
 from six.moves import cStringIO
 import yaml
 
-from kolla_mesos.common import config_utils
 from kolla_mesos.common import file_utils
 from kolla_mesos.common import jinja_utils
 from kolla_mesos.common import zk_utils
@@ -38,72 +38,25 @@ LOG.setLevel(logging.INFO)
 
 signal.signal(signal.SIGINT, signal.SIG_DFL)
 
+CONF = cfg.CONF
+CONF.import_group('kolla', 'kolla_mesos.config.kolla')
+CONF.import_group('profiles', 'kolla_mesos.config.profiles')
+CONF.import_group('zookeeper', 'kolla_mesos.config.zookeeper')
+CONF.import_group('marathon', 'kolla_mesos.config.marathon')
+CONF.import_group('chronos', 'kolla_mesos.config.chronos')
+
 
 class KollaDirNotFoundException(Exception):
     pass
 
 
-def merge_args_and_config(settings_from_config_file):
-    parser = argparse.ArgumentParser(description='Kolla build script')
-
-    defaults = {
-        "namespace": "kollaglue",
-        "tag": "latest",
-        "base": "centos",
-        "base_tag": "latest",
-        "install_type": "binary",
-    }
-    defaults.update(settings_from_config_file.items('kolla-build'))
-    parser.set_defaults(**defaults)
-
-    parser.add_argument('-n', '--namespace',
-                        help='Set the Docker namespace name',
-                        type=str)
-    parser.add_argument('--tag',
-                        help='Set the Docker tag',
-                        type=str)
-    parser.add_argument('-b', '--base',
-                        help='The base distro to use when building',
-                        type=str)
-    parser.add_argument('--base-tag',
-                        help='The base distro image tag',
-                        type=str)
-    parser.add_argument('-t', '--type',
-                        help='The method of the Openstack install',
-                        type=str,
-                        dest='install_type')
-    parser.add_argument('--zookeeper-host',
-                        help='Zookeeper host:port (default localhost:2181)',
-                        default="localhost:2181",
-                        type=str)
-    parser.add_argument('-d', '--debug',
-                        help='Turn on debugging log level',
-                        action='store_true')
-    parser.add_argument('-p', '--profile',
-                        help=('Build a pre-defined set of images, see '
-                              '[profiles] section in '
-                              '{}'.format(
-                                  file_utils.find_config_file(
-                                      'kolla-build.conf'))),
-                        type=str,
-                        action='append')
-
-    return vars(parser.parse_args())
-
-
 class KollaWorker(object):
 
-    def __init__(self, config, profiles):
+    def __init__(self):
         self.base_dir = os.path.abspath(file_utils.find_base_dir(
             project='kolla-mesos'))
         self.config_dir = os.path.join(self.base_dir, 'config')
         LOG.debug("Kolla-Mesos base directory: " + self.base_dir)
-        self.namespace = config['namespace']
-        self.base = config['base']
-        self.install_type = config['install_type']
-        self.image_prefix = self.base + '-' + config['install_type'] + '-'
-        self.build_config = config
-        self.profiles = profiles
         self.required_vars = {}
 
     def setup_working_dir(self):
@@ -114,9 +67,7 @@ class KollaWorker(object):
         LOG.debug('Created output dir: {}'.format(self.temp_dir))
 
     def get_projects(self):
-        projects = set()
-        for prof in self.build_config.get('profiles', ['default']):
-            projects |= set(self.profiles[prof].split(','))
+        projects = set(getattr(CONF.profiles, CONF.kolla.profile))
         return projects
 
     def get_jinja_vars(self):
@@ -217,14 +168,14 @@ class KollaWorker(object):
                 kc_name = os.path.join(self.config_dir, 'config.json')
                 # override container_config_directory
                 cont_conf_dir = 'zk://%s' % (
-                    self.build_config['zookeeper_host'])
+                    CONF.zookeeper.host)
                 jinja_vars['container_config_directory'] = cont_conf_dir
                 kolla_config = jinja_utils.jinja_render(kc_name, jinja_vars)
 
                 # 4. parse the marathon app file and add the KOLLA_CONFIG
                 values = {
                     'kolla_config': kolla_config.replace('"', '\\"'),
-                    'zookeeper_hosts': self.build_config['zookeeper_host']
+                    'zookeeper_hosts': CONF.zookeeper.host
                 }
                 for app_type in ['marathon', 'chronos']:
                     app_file = os.path.join(self.base_dir,
@@ -256,7 +207,7 @@ class KollaWorker(object):
         shutil.rmtree(self.temp_dir)
 
     def write_to_zookeeper(self):
-        with zk_utils.connection(self.build_config['zookeeper_host']) as zk:
+        with zk_utils.connection(CONF.zookeeper.host) as zk:
             # to clean these up, uncomment
             zk.delete('/kolla', recursive=True)
 
@@ -281,10 +232,8 @@ class KollaWorker(object):
     def start(self):
         # find all marathon files and run.
         # find all cronos files and run.
-        marathon_api = self.build_config['zookeeper_host'].replace('2181',
-                                                                   '8080')
-        chronos_api = self.build_config['zookeeper_host'].replace('2181',
-                                                                  '4400')
+        marathon_api = CONF.marathon.host
+        chronos_api = CONF.chronos.host
         content_type = '-L -H "Content-type: application/json"'
         for root, dirs, names in os.walk(self.temp_dir):
             for name in names:
@@ -300,11 +249,8 @@ class KollaWorker(object):
 
 
 def main():
-    cmd_opts, kolla_config = config_utils.load('kolla-build.conf',
-                                               merge_args_and_config)
-    profiles = dict(kolla_config.items('profiles'))
-
-    kolla = KollaWorker(cmd_opts, profiles)
+    CONF(sys.argv[1:], project='kolla-mesos')
+    kolla = KollaWorker()
     kolla.setup_working_dir()
     kolla.write_to_zookeeper()
     kolla.write_openrc()
diff --git a/kolla_mesos/common/network_utils.py b/kolla_mesos/common/network_utils.py
new file mode 100644
index 00000000..4c6d8db7
--- /dev/null
+++ b/kolla_mesos/common/network_utils.py
@@ -0,0 +1,29 @@
+# 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.
+
+import fcntl
+import socket
+import struct
+
+
+# TODO(nihilifer): Autodetect networks and find a way to share commons between
+# kolla_mesos and kolla_mesos_start.py.
+def get_ip_address(ifname='eth0'):
+    s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+    try:
+        return socket.inet_ntoa(fcntl.ioctl(
+            s.fileno(),
+            0x8915,  # SIOCGIFADDR
+            struct.pack('256s', ifname[:15])
+        )[20:24])
+    except IOError:
+        return '127.0.0.1'
diff --git a/kolla_mesos/config/__init__.py b/kolla_mesos/config/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/kolla_mesos/config/chronos.py b/kolla_mesos/config/chronos.py
new file mode 100644
index 00000000..6afd517d
--- /dev/null
+++ b/kolla_mesos/config/chronos.py
@@ -0,0 +1,33 @@
+# 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 oslo_config import cfg
+
+from kolla_mesos.common import network_utils
+
+
+CHRONOS_URL = 'http://{}:4400'.format(network_utils.get_ip_address())
+
+CONF = cfg.CONF
+chronos_opts = [
+    cfg.StrOpt('host',
+               default=CHRONOS_URL,
+               help='Chronos connection URL (http://host:port)'),
+    cfg.IntOpt('timeout',
+               default=5,
+               help='Timeout for the request to the Chronos API')
+]
+chronos_opt_group = cfg.OptGroup(name='chronos',
+                                 title='Options for Chronos')
+CONF.register_group(chronos_opt_group)
+CONF.register_cli_opts(chronos_opts, chronos_opt_group)
+CONF.register_opts(chronos_opts, chronos_opt_group)
diff --git a/kolla_mesos/common/config_utils.py b/kolla_mesos/config/config_cli.py
similarity index 55%
rename from kolla_mesos/common/config_utils.py
rename to kolla_mesos/config/config_cli.py
index b058b240..ed889fdb 100644
--- a/kolla_mesos/common/config_utils.py
+++ b/kolla_mesos/config/config_cli.py
@@ -10,19 +10,14 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import logging
-
-from six.moves import configparser
-
-from kolla_mesos.common import file_utils
-
-LOG = logging.getLogger(__name__)
+from oslo_config import cfg
 
 
-def load(config_name, merge_args_and_config):
-    kolla_config = configparser.SafeConfigParser()
-    kolla_config.read(file_utils.find_config_file(config_name))
-    cmd_opts = merge_args_and_config(kolla_config)
-    if cmd_opts['debug']:
-        LOG.setLevel(logging.DEBUG)
-    return cmd_opts, kolla_config
+CONF = cfg.CONF
+config_cli_opts = [
+    cfg.StrOpt('path',
+               default='/kolla'),
+    cfg.BoolOpt('show',
+                default=False)
+]
+CONF.register_cli_opts(config_cli_opts)
diff --git a/kolla_mesos/config/kolla.py b/kolla_mesos/config/kolla.py
new file mode 100644
index 00000000..a3d66fdb
--- /dev/null
+++ b/kolla_mesos/config/kolla.py
@@ -0,0 +1,41 @@
+# 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 oslo_config import cfg
+
+
+CONF = cfg.CONF
+kolla_opts = [
+    cfg.StrOpt('namespace',
+               default='kollaglue',
+               help='The Docker namespace name'),
+    cfg.StrOpt('tag',
+               default='latest',
+               help='The Docker tag'),
+    cfg.StrOpt('base',
+               default='centos',
+               help='The base distro which was used to build images'),
+    cfg.StrOpt('base-tag',
+               default='latest',
+               help='The base distro image tag'),
+    cfg.StrOpt('install-type',
+               default='binary',
+               help='The method of the OpenStack install'),
+    cfg.StrOpt('profile',
+               default='default',
+               help='Build profile which was used to build images')
+]
+kolla_opt_group = cfg.OptGroup(name='kolla',
+                               title='Options for Kolla Docker images')
+CONF.register_group(kolla_opt_group)
+CONF.register_cli_opts(kolla_opts, kolla_opt_group)
+CONF.register_opts(kolla_opts, kolla_opt_group)
diff --git a/kolla_mesos/config/marathon.py b/kolla_mesos/config/marathon.py
new file mode 100644
index 00000000..7fa5e34c
--- /dev/null
+++ b/kolla_mesos/config/marathon.py
@@ -0,0 +1,33 @@
+# 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 oslo_config import cfg
+
+from kolla_mesos.common import network_utils
+
+
+MARATHON_URL = 'http://{}:8080'.format(network_utils.get_ip_address())
+
+CONF = cfg.CONF
+marathon_opts = [
+    cfg.StrOpt('host',
+               default=MARATHON_URL,
+               help='Marathon connection URL (http://host:port)'),
+    cfg.IntOpt('timeout',
+               default=5,
+               help='Timeout for the request to the Marathon API')
+]
+marathon_opt_group = cfg.OptGroup(name='marathon',
+                                  title='Options for Marathon')
+CONF.register_group(marathon_opt_group)
+CONF.register_cli_opts(marathon_opts, marathon_opt_group)
+CONF.register_opts(marathon_opts, marathon_opt_group)
diff --git a/kolla_mesos/config/profiles.py b/kolla_mesos/config/profiles.py
new file mode 100644
index 00000000..d584c44f
--- /dev/null
+++ b/kolla_mesos/config/profiles.py
@@ -0,0 +1,42 @@
+# 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 oslo_config import cfg
+
+
+CONF = cfg.CONF
+profiles_opts = [
+    cfg.ListOpt('infra',
+                default=['ceph', 'data', 'mariadb', 'haproxy', 'keepalived',
+                         'kolla-ansible', 'memcached', 'mongodb',
+                         'openvswitch', 'rabbitmq', 'rsyslog']),
+    cfg.ListOpt('main',
+                default=['cinder', 'ceilometer', 'glance', 'heat', 'horizon',
+                         'keystone', 'neutron', 'nova', 'swift']),
+    cfg.ListOpt('aux',
+                default=['designate', 'gnocchi', 'ironic', 'magnum', 'zaqar']),
+    cfg.ListOpt('default',
+                default=['data', 'kolla-ansible', 'glance', 'haproxy', 'heat',
+                         'horizon', 'keepalived', 'keystone', 'memcached',
+                         'mariadb', 'neutron', 'nova', 'openvswitch',
+                         'rabbitmq', 'rsyslog']),
+    cfg.ListOpt('gate',
+                default=['ceph', 'cinder', 'data', 'dind', 'glance', 'haproxy',
+                         'heat', 'horizon', 'keepalived', 'keystone',
+                         'kolla-ansible', 'mariadb', 'memcached', 'neutron',
+                         'nova', 'openvswitch', 'rabbitmq', 'rsyslog'])
+]
+profiles_opt_group = cfg.OptGroup(name='profiles',
+                                  title='Common sets of images')
+CONF.register_group(profiles_opt_group)
+CONF.register_cli_opts(profiles_opts, profiles_opt_group)
+CONF.register_opts(profiles_opts, profiles_opt_group)
diff --git a/kolla_mesos/config/zookeeper.py b/kolla_mesos/config/zookeeper.py
new file mode 100644
index 00000000..57d47569
--- /dev/null
+++ b/kolla_mesos/config/zookeeper.py
@@ -0,0 +1,30 @@
+# 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 oslo_config import cfg
+
+from kolla_mesos.common import network_utils
+
+
+ZOOKEEPER_URL = '{}:2181'.format(network_utils.get_ip_address())
+
+CONF = cfg.CONF
+zookeeper_opts = [
+    cfg.StrOpt('host',
+               default=ZOOKEEPER_URL,
+               help='ZooKeeper connection URL (host:port)')
+]
+zookeeper_opt_group = cfg.OptGroup(name='zookeeper',
+                                   title='Options for ZooKeeper')
+CONF.register_group(zookeeper_opt_group)
+CONF.register_cli_opts(zookeeper_opts, zookeeper_opt_group)
+CONF.register_opts(zookeeper_opts, zookeeper_opt_group)
diff --git a/kolla_mesos/opts.py b/kolla_mesos/opts.py
new file mode 100644
index 00000000..a7a58d58
--- /dev/null
+++ b/kolla_mesos/opts.py
@@ -0,0 +1,27 @@
+# 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 kolla_mesos.config import chronos
+from kolla_mesos.config import kolla
+from kolla_mesos.config import marathon
+from kolla_mesos.config import profiles
+from kolla_mesos.config import zookeeper
+
+
+def list_opts():
+    return [
+        ('chronos', chronos.chronos_opts),
+        ('kolla', kolla.kolla_opts),
+        ('marathon', marathon.marathon_opts),
+        ('profiles', profiles.profiles_opts),
+        ('zookeeper', zookeeper.zookeeper_opts)
+    ]
diff --git a/kolla_mesos/tests/config/__init__.py b/kolla_mesos/tests/config/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/kolla_mesos/tests/config/test_chronos_config.py b/kolla_mesos/tests/config/test_chronos_config.py
new file mode 100644
index 00000000..ed06ea9d
--- /dev/null
+++ b/kolla_mesos/tests/config/test_chronos_config.py
@@ -0,0 +1,44 @@
+# 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 oslo_config import cfg
+
+from kolla_mesos.tests import base
+from kolla_mesos.tests.fakes import config_file as fake_config_file
+
+
+CONF = cfg.CONF
+CONF.import_group('chronos', 'kolla_mesos.config.chronos')
+
+
+CHRONOS_TEXT_CONFIG = """
+[chronos]
+host = test.local:4400
+timeout = 30
+"""
+
+
+class TestChronosConfig(base.BaseTestCase):
+
+    def _asserts(self):
+        self.assertEqual(CONF.chronos.host, 'test.local:4400')
+        self.assertEqual(CONF.chronos.timeout, 30)
+
+    def test_cli_config(self):
+        argv = ['--chronos-host', 'test.local:4400', '--chronos-timeout', '30']
+        CONF(argv, project='kolla-mesos')
+        self._asserts()
+
+    @fake_config_file.FakeConfigFile(CHRONOS_TEXT_CONFIG)
+    def test_file_config(self):
+        CONF([], project='kolla-mesos', default_config_files=['/dev/null'])
+        self._asserts()
diff --git a/kolla_mesos/tests/config/test_config_cli_config.py b/kolla_mesos/tests/config/test_config_cli_config.py
new file mode 100644
index 00000000..315e64e7
--- /dev/null
+++ b/kolla_mesos/tests/config/test_config_cli_config.py
@@ -0,0 +1,29 @@
+# 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 oslo_config import cfg
+
+from kolla_mesos.tests import base
+
+
+CONF = cfg.CONF
+CONF.import_opt('path', 'kolla_mesos.config.config_cli')
+CONF.import_opt('show', 'kolla_mesos.config.config_cli')
+
+
+class TestConfigCliConfig(base.BaseTestCase):
+
+    def test_config_cli(self):
+        argv = ['--path', 'test_path', '--show']
+        CONF(argv, project='kolla-mesos')
+        self.assertEqual(CONF.path, 'test_path')
+        self.assertTrue(CONF.show)
diff --git a/kolla_mesos/tests/config/test_kolla_config.py b/kolla_mesos/tests/config/test_kolla_config.py
new file mode 100644
index 00000000..a76d5e3b
--- /dev/null
+++ b/kolla_mesos/tests/config/test_kolla_config.py
@@ -0,0 +1,55 @@
+# 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 oslo_config import cfg
+
+from kolla_mesos.tests import base
+from kolla_mesos.tests.fakes import config_file as fake_config_file
+
+
+CONF = cfg.CONF
+CONF.import_group('kolla', 'kolla_mesos.config.kolla')
+
+
+KOLLA_TEXT_CONFIG = """
+[kolla]
+namespace = test_namespace
+tag = test_tag
+base = test_base
+base_tag = test_base_tag
+install_type = test_install_type
+profile = test_profile
+"""
+
+
+class TestKollaConfig(base.BaseTestCase):
+
+    def _asserts(self):
+        self.assertEqual(CONF.kolla.namespace, 'test_namespace')
+        self.assertEqual(CONF.kolla.tag, 'test_tag')
+        self.assertEqual(CONF.kolla.base, 'test_base')
+        self.assertEqual(CONF.kolla.base_tag, 'test_base_tag')
+        self.assertEqual(CONF.kolla.install_type, 'test_install_type')
+        self.assertEqual(CONF.kolla.profile, 'test_profile')
+
+    def test_cli_config(self):
+        argv = ['--kolla-namespace', 'test_namespace', '--kolla-tag',
+                'test_tag', '--kolla-base', 'test_base', '--kolla-base-tag',
+                'test_base_tag', '--kolla-install-type', 'test_install_type',
+                '--kolla-profile', 'test_profile']
+        CONF(argv, project='kolla-mesos')
+        self._asserts()
+
+    @fake_config_file.FakeConfigFile(KOLLA_TEXT_CONFIG)
+    def test_file_config(self):
+        CONF([], project='kolla-mesos', default_config_files=['/dev/null'])
+        self._asserts()
diff --git a/kolla_mesos/tests/config/test_marathon_config.py b/kolla_mesos/tests/config/test_marathon_config.py
new file mode 100644
index 00000000..f99626f9
--- /dev/null
+++ b/kolla_mesos/tests/config/test_marathon_config.py
@@ -0,0 +1,43 @@
+# 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 oslo_config import cfg
+
+from kolla_mesos.tests import base
+from kolla_mesos.tests.fakes import config_file as fake_config_file
+
+
+CONF = cfg.CONF
+CONF.import_group('marathon', 'kolla_mesos.config.marathon')
+
+
+MARATHON_TEXT_CONFIG = """
+[marathon]
+host = test.local:8080
+timeout = 30
+"""
+
+
+class TestMarathonConfig(base.BaseTestCase):
+
+    def test_cli_config(self):
+        argv = ['--marathon-host', 'test.local:8080', '--marathon-timeout',
+                '30']
+        CONF(argv, project='kolla-mesos')
+        self.assertEqual(CONF.marathon.host, 'test.local:8080')
+        self.assertEqual(CONF.marathon.timeout, 30)
+
+    @fake_config_file.FakeConfigFile(MARATHON_TEXT_CONFIG)
+    def test_file_config(self):
+        CONF([], project='kolla-mesos', default_config_files=['/dev/null'])
+        self.assertEqual(CONF.marathon.host, 'test.local:8080')
+        self.assertEqual(CONF.marathon.timeout, 30)
diff --git a/kolla_mesos/tests/config/test_profiles_config.py b/kolla_mesos/tests/config/test_profiles_config.py
new file mode 100644
index 00000000..2d15d1de
--- /dev/null
+++ b/kolla_mesos/tests/config/test_profiles_config.py
@@ -0,0 +1,56 @@
+# 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 oslo_config import cfg
+
+from kolla_mesos.tests import base
+from kolla_mesos.tests.fakes import config_file as fake_config_file
+
+
+CONF = cfg.CONF
+CONF.import_group('profiles', 'kolla_mesos.config.profiles')
+
+
+PROFILES_TEXT_CONFIG = """
+[profiles]
+infra = test1, test2
+main = test1
+aux = test1, test2, test3
+default = test1, test2, test3, test4, test5
+gate = test1, test2, test3, test4
+"""
+
+
+class TestProfilesConfig(base.BaseTestCase):
+
+    def _asserts(self):
+        self.assertEqual(CONF.profiles.infra, ['test1', 'test2'])
+        self.assertEqual(CONF.profiles.main, ['test1'])
+        self.assertEqual(CONF.profiles.aux, ['test1', 'test2', 'test3'])
+        self.assertEqual(CONF.profiles.default, ['test1', 'test2', 'test3',
+                                                 'test4', 'test5'])
+        self.assertEqual(CONF.profiles.gate, ['test1', 'test2', 'test3',
+                                              'test4'])
+
+    def test_cli_config(self):
+        argv = ['--profiles-infra', 'test1,test2',
+                '--profiles-main', 'test1', '--profiles-aux',
+                'test1,test2,test3', '--profiles-default',
+                'test1,test2,test3,test4,test5', '--profiles-gate',
+                'test1,test2,test3,test4']
+        CONF(argv, project='kolla-mesos')
+        self._asserts()
+
+    @fake_config_file.FakeConfigFile(PROFILES_TEXT_CONFIG)
+    def test_file_config(self):
+        CONF([], project='kolla-mesos', default_config_files=['/dev/null'])
+        self._asserts()
diff --git a/kolla_mesos/tests/config/test_zookeeper_config.py b/kolla_mesos/tests/config/test_zookeeper_config.py
new file mode 100644
index 00000000..ca24e88b
--- /dev/null
+++ b/kolla_mesos/tests/config/test_zookeeper_config.py
@@ -0,0 +1,42 @@
+# 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 oslo_config import cfg
+
+from kolla_mesos.tests import base
+from kolla_mesos.tests.fakes import config_file as fake_config_file
+
+
+CONF = cfg.CONF
+CONF.import_group('zookeeper', 'kolla_mesos.config.zookeeper')
+
+
+ZOOKEEPER_TEXT_CONFIG = """
+[zookeeper]
+host = test.local:2181
+"""
+
+
+class TestZookeeperConfig(base.BaseTestCase):
+
+    def _asserts(self):
+        self.assertEqual(CONF.zookeeper.host, 'test.local:2181')
+
+    def test_cli_config(self):
+        argv = ['--zookeeper-host', 'test.local:2181']
+        CONF(argv, project='kolla-mesos')
+        self._asserts()
+
+    @fake_config_file.FakeConfigFile(ZOOKEEPER_TEXT_CONFIG)
+    def test_file_config(self):
+        CONF([], project='kolla-mesos', default_config_files=['/dev/null'])
+        self._asserts()
diff --git a/kolla_mesos/tests/fakes/__init__.py b/kolla_mesos/tests/fakes/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/kolla_mesos/tests/fakes/config_file.py b/kolla_mesos/tests/fakes/config_file.py
new file mode 100644
index 00000000..8ca47f64
--- /dev/null
+++ b/kolla_mesos/tests/fakes/config_file.py
@@ -0,0 +1,47 @@
+# 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.
+
+import functools
+import io
+
+import mock
+import six
+
+
+class FakeConfigFile(object):
+    """Contextmanager and decorator for mocking config files.
+
+    :param text_config: contents of configuration to parse by oslo.config
+    :type text_config: str
+    """
+    def __init__(self, text_config):
+        self.text_config = text_config
+
+    def __enter__(self):
+        if six.PY3:
+            func = 'builtins.open'
+        else:
+            func = '__builtin__.open'
+
+        self.patcher = mock.patch(func,
+                                  return_value=io.BytesIO(self.text_config))
+        self.patcher.start()
+
+    def __exit__(self, *args, **kwargs):
+        self.patcher.stop()
+
+    def __call__(self, f):
+        @functools.wraps(f)
+        def wrapper(*args, **kwargs):
+            with self:
+                return f(*args, **kwargs)
+        return wrapper
diff --git a/requirements.txt b/requirements.txt
index a8b55d12..9a03e547 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -6,4 +6,5 @@ pbr>=1.6
 Babel>=1.3
 Jinja2>=2.8 # BSD License (3 clause)
 kazoo>=2.2
+oslo.config>=2.7.0  # Apache-2.0
 PyYAML>=3.1.0
diff --git a/setup.cfg b/setup.cfg
index 924c6dcd..c223896a 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -30,6 +30,8 @@ data_files =
 console_scripts =
     kolla-mesos-deploy = kolla_mesos.cmd.deploy:main
     kolla-mesos-config = kolla_mesos.cmd.config:main
+oslo.config.opts =
+    kolla_mesos = kolla_mesos.opts:list_opts
 
 [build_sphinx]
 source-dir = doc/source
diff --git a/tools/generate_config_file_samples.sh b/tools/generate_config_file_samples.sh
new file mode 100755
index 00000000..b0c314a9
--- /dev/null
+++ b/tools/generate_config_file_samples.sh
@@ -0,0 +1,28 @@
+#!/bin/sh
+
+# 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.
+
+set -e
+
+GEN_CMD=oslo-config-generator
+
+if ! type "$GEN_CMD" > /dev/null; then
+    echo "ERROR: $GEN_CMD not installed on the system."
+    exit 1
+fi
+
+for file in `ls etc/oslo-config-generator/*`; do
+    $GEN_CMD --config-file=$file
+done
+
+set -x
diff --git a/tox.ini b/tox.ini
index 2d633381..17dfa428 100644
--- a/tox.ini
+++ b/tox.ini
@@ -45,3 +45,6 @@ show-source = True
 ignore = E123,E125
 builtins = _
 exclude=.venv,.git,.tox,dist,doc,*openstack/common*,*lib/python*,*egg,build
+
+[testenv:genconfig]
+commands = {toxinidir}/tools/generate_config_file_samples.sh
diff --git a/vagrant/provision.sh b/vagrant/provision.sh
index 5163f050..981bb87a 100644
--- a/vagrant/provision.sh
+++ b/vagrant/provision.sh
@@ -12,16 +12,23 @@ enabled=1
 gpgcheck=1
 gpgkey=https://yum.dockerproject.org/gpg
 EOF
-yum -y install docker-engine epel-release git python-pip
+yum -y install docker-engine epel-release git python-devel vim-enhanced
+yum -y install python-pip
+yum -y groupinstall "Development Tools"
+yum clean
 
 # Start services
 systemctl enable docker
 systemctl start docker
 
 # Fetch and install pip packages
+pip install tox
 sudo -u vagrant git clone https://github.com/openstack/kolla ~vagrant/kolla
 pip install ~vagrant/kolla
 pip install ~vagrant/kolla-mesos
 
-# Copy configuration
+# Generate and copy configuration
+sudo -u vagrant bash -c "cd ~vagrant/kolla-mesos && tox -e genconfig"
+mkdir -p /etc/kolla-mesos
 cp -r ~vagrant/kolla/etc/kolla/ /etc/kolla
+cp ~vagrant/kolla-mesos/etc/kolla-mesos.conf.sample /etc/kolla-mesos/kolla-mesos.conf