diff --git a/moto/autoscaling/models.py b/moto/autoscaling/models.py
index 2c8f425a..cb95d054 100644
--- a/moto/autoscaling/models.py
+++ b/moto/autoscaling/models.py
@@ -113,7 +113,8 @@ class FakeAutoScalingGroup(object):
     def __init__(self, name, availability_zones, desired_capacity, max_size,
                  min_size, launch_config_name, vpc_zone_identifier,
                  default_cooldown, health_check_period, health_check_type,
-                 load_balancers, placement_group, termination_policies, autoscaling_backend):
+                 load_balancers, placement_group, termination_policies,
+                 autoscaling_backend, tags):
         self.autoscaling_backend = autoscaling_backend
         self.name = name
         self.availability_zones = availability_zones
@@ -133,6 +134,7 @@ class FakeAutoScalingGroup(object):
 
         self.instance_states = []
         self.set_desired_capacity(desired_capacity)
+        self.tags = tags if tags else []
 
     @classmethod
     def create_from_cloudformation_json(cls, resource_name, cloudformation_json, region_name):
@@ -156,6 +158,7 @@ class FakeAutoScalingGroup(object):
             load_balancers=load_balancer_names,
             placement_group=None,
             termination_policies=properties.get("TerminationPolicies", []),
+            tags=properties.get("Tags", []),
         )
         return group
 
@@ -261,7 +264,7 @@ class AutoScalingBackend(BaseBackend):
                                  launch_config_name, vpc_zone_identifier,
                                  default_cooldown, health_check_period,
                                  health_check_type, load_balancers,
-                                 placement_group, termination_policies):
+                                 placement_group, termination_policies, tags):
 
         def make_int(value):
             return int(value) if value is not None else value
@@ -286,6 +289,7 @@ class AutoScalingBackend(BaseBackend):
             placement_group=placement_group,
             termination_policies=termination_policies,
             autoscaling_backend=self,
+            tags=tags,
         )
         self.autoscaling_groups[name] = group
         return group
diff --git a/moto/autoscaling/responses.py b/moto/autoscaling/responses.py
index 4f5948b6..70fda452 100644
--- a/moto/autoscaling/responses.py
+++ b/moto/autoscaling/responses.py
@@ -60,6 +60,7 @@ class AutoScalingResponse(BaseResponse):
             load_balancers=self._get_multi_param('LoadBalancerNames.member'),
             placement_group=self._get_param('PlacementGroup'),
             termination_policies=self._get_multi_param('TerminationPolicies.member'),
+            tags=self._get_list_prefix('Tags.member'),
         )
         template = self.response_template(CREATE_AUTOSCALING_GROUP_TEMPLATE)
         return template.render()
@@ -235,7 +236,17 @@ DESCRIBE_AUTOSCALING_GROUPS_TEMPLATE = """<DescribeAutoScalingGroupsResponse xml
     <AutoScalingGroups>
       {% for group in groups %}
       <member>
-        <Tags/>
+        <Tags>
+          {% for tag in group.tags %}
+          <member>
+            <ResourceType>{{ tag.resource_type }}</ResourceType>
+            <ResourceId>{{ tag.resource_id }}</ResourceId>
+            <PropagateAtLaunch>{{ tag.propagate_at_launch }}</PropagateAtLaunch>
+            <Key>{{ tag.key }}</Key>
+            <Value>{{ tag.value }}</Value>
+          </member>
+          {% endfor %}
+        </Tags>
         <SuspendedProcesses/>
         <AutoScalingGroupName>{{ group.name }}</AutoScalingGroupName>
         <HealthCheckType>{{ group.health_check_type }}</HealthCheckType>
diff --git a/tests/test_autoscaling/test_autoscaling.py b/tests/test_autoscaling/test_autoscaling.py
index 8b8f8f32..41286442 100644
--- a/tests/test_autoscaling/test_autoscaling.py
+++ b/tests/test_autoscaling/test_autoscaling.py
@@ -2,6 +2,7 @@ from __future__ import unicode_literals
 import boto
 from boto.ec2.autoscale.launchconfig import LaunchConfiguration
 from boto.ec2.autoscale.group import AutoScalingGroup
+from boto.ec2.autoscale import Tag
 import sure  # noqa
 
 from moto import mock_autoscaling, mock_ec2
@@ -18,6 +19,7 @@ def test_create_autoscaling_group():
     )
     conn.create_launch_configuration(config)
 
+
     group = AutoScalingGroup(
         name='tester_group',
         availability_zones=['us-east-1c', 'us-east-1b'],
@@ -32,6 +34,13 @@ def test_create_autoscaling_group():
         placement_group="test_placement",
         vpc_zone_identifier='subnet-1234abcd',
         termination_policies=["OldestInstance", "NewestInstance"],
+        tags=[Tag(
+            resource_id='tester_group',
+            key='test_key',
+            value='test_value',
+            propagate_at_launch=True
+            )
+        ],
     )
     conn.create_auto_scaling_group(group)
 
@@ -50,6 +59,12 @@ def test_create_autoscaling_group():
     list(group.load_balancers).should.equal(["test_lb"])
     group.placement_group.should.equal("test_placement")
     list(group.termination_policies).should.equal(["OldestInstance", "NewestInstance"])
+    len(list(group.tags)).should.equal(1)
+    tag = list(group.tags)[0]
+    tag.resource_id.should.equal('tester_group')
+    tag.key.should.equal('test_key')
+    tag.value.should.equal('test_value')
+    tag.propagate_at_launch.should.equal(True)
 
 
 @mock_autoscaling
@@ -88,6 +103,7 @@ def test_create_autoscaling_groups_defaults():
     list(group.load_balancers).should.equal([])
     group.placement_group.should.equal(None)
     list(group.termination_policies).should.equal([])
+    list(group.tags).should.equal([])
 
 
 @mock_autoscaling