diff --git a/docker/api/network.py b/docker/api/network.py
index 750b91b200..1709b62185 100644
--- a/docker/api/network.py
+++ b/docker/api/network.py
@@ -216,7 +216,7 @@ def inspect_network(self, net_id, verbose=None, scope=None):
     def connect_container_to_network(self, container, net_id,
                                      ipv4_address=None, ipv6_address=None,
                                      aliases=None, links=None,
-                                     link_local_ips=None):
+                                     link_local_ips=None, mac_address=None):
         """
         Connect a container to a network.
 
@@ -235,12 +235,15 @@ def connect_container_to_network(self, container, net_id,
                 network, using the IPv6 protocol. Defaults to ``None``.
             link_local_ips (:py:class:`list`): A list of link-local
                 (IPv4/IPv6) addresses.
+            mac_address (str): The MAC address of this container on the
+                network. Defaults to ``None``.
         """
         data = {
             "Container": container,
             "EndpointConfig": self.create_endpoint_config(
                 aliases=aliases, links=links, ipv4_address=ipv4_address,
-                ipv6_address=ipv6_address, link_local_ips=link_local_ips
+                ipv6_address=ipv6_address, link_local_ips=link_local_ips,
+                mac_address=mac_address
             ),
         }
 
diff --git a/docker/types/networks.py b/docker/types/networks.py
index 1c7b2c9e69..442adb1ead 100644
--- a/docker/types/networks.py
+++ b/docker/types/networks.py
@@ -4,7 +4,7 @@
 
 class EndpointConfig(dict):
     def __init__(self, version, aliases=None, links=None, ipv4_address=None,
-                 ipv6_address=None, link_local_ips=None):
+                 ipv6_address=None, link_local_ips=None, mac_address=None):
         if version_lt(version, '1.22'):
             raise errors.InvalidVersion(
                 'Endpoint config is not supported for API version < 1.22'
@@ -23,6 +23,13 @@ def __init__(self, version, aliases=None, links=None, ipv4_address=None,
         if ipv6_address:
             ipam_config['IPv6Address'] = ipv6_address
 
+        if mac_address:
+            if version_lt(version, '1.25'):
+                raise errors.InvalidVersion(
+                    'mac_address is not supported for API version < 1.25'
+                )
+            self['MacAddress'] = mac_address
+
         if link_local_ips is not None:
             if version_lt(version, '1.24'):
                 raise errors.InvalidVersion(
diff --git a/tests/integration/api_network_test.py b/tests/integration/api_network_test.py
index 0f26827b17..4b5e6fcfa3 100644
--- a/tests/integration/api_network_test.py
+++ b/tests/integration/api_network_test.py
@@ -387,6 +387,22 @@ def test_connect_with_ipv6_address(self):
         net_data = container_data['NetworkSettings']['Networks'][net_name]
         assert net_data['IPAMConfig']['IPv6Address'] == '2001:389::f00d'
 
+    @requires_api_version('1.25')
+    def test_connect_with_mac_address(self):
+        net_name, net_id = self.create_network()
+
+        container = self.client.create_container(TEST_IMG, 'top')
+        self.tmp_containers.append(container)
+
+        self.client.connect_container_to_network(
+            container, net_name, mac_address='02:42:ac:11:00:02'
+        )
+
+        container_data = self.client.inspect_container(container)
+
+        net_data = container_data['NetworkSettings']['Networks'][net_name]
+        assert net_data['MacAddress'] == '02:42:ac:11:00:02'
+
     @requires_api_version('1.23')
     def test_create_internal_networks(self):
         _, net_id = self.create_network(internal=True)