diff --git a/compose/config.py b/compose/config.py
index efc50075e..cbdeca2d0 100644
--- a/compose/config.py
+++ b/compose/config.py
@@ -23,6 +23,7 @@ DOCKER_CONFIG_KEYS = [
     'image',
     'labels',
     'links',
+    'mac_address',
     'mem_limit',
     'net',
     'log_driver',
diff --git a/docs/yml.md b/docs/yml.md
index df791bc98..ed0e6ad87 100644
--- a/docs/yml.md
+++ b/docs/yml.md
@@ -362,7 +362,7 @@ security_opt:
   - label:role:ROLE
 ```
 
-### working\_dir, entrypoint, user, hostname, domainname, mem\_limit, privileged, restart, stdin\_open, tty, cpu\_shares, cpuset, read\_only
+### working\_dir, entrypoint, user, hostname, domainname, mac\_address, mem\_limit, privileged, restart, stdin\_open, tty, cpu\_shares, cpuset, read\_only 
 
 Each of these is a single value, analogous to its
 [docker run](https://docs.docker.com/reference/run/) counterpart.
@@ -378,6 +378,8 @@ user: postgresql
 hostname: foo
 domainname: foo.com
 
+mac_address: 02:42:ac:11:65:43
+
 mem_limit: 1000000000
 privileged: true
 
@@ -386,6 +388,7 @@ restart: always
 stdin_open: true
 tty: true
 read_only: true
+
 ```
 
 ## Compose documentation
diff --git a/tests/integration/service_test.py b/tests/integration/service_test.py
index 7e88557f9..4067f419d 100644
--- a/tests/integration/service_test.py
+++ b/tests/integration/service_test.py
@@ -198,6 +198,12 @@ class ServiceTest(DockerClientTestCase):
         service.start_container(container)
         self.assertEqual(set(container.get('HostConfig.SecurityOpt')), set(security_opt))
 
+    def test_create_container_with_mac_address(self):
+        service = self.create_service('db', mac_address='02:42:ac:11:65:43')
+        container = service.create_container()
+        service.start_container(container)
+        self.assertEqual(container.inspect()['Config']['MacAddress'], '02:42:ac:11:65:43')
+
     def test_create_container_with_specified_volume(self):
         host_path = '/tmp/host-path'
         container_path = '/container-path'