diff --git a/moto/__init__.py b/moto/__init__.py
index 44b25f41e..c2caa8df0 100644
--- a/moto/__init__.py
+++ b/moto/__init__.py
@@ -1,4 +1,11 @@
 from __future__ import unicode_literals
+import logging
+# logging.getLogger('boto').setLevel(logging.CRITICAL)
+
+
+__title__ = "moto"
+__version__ = "1.3.15.dev"
+
 
 from .acm import mock_acm  # noqa
 from .apigateway import mock_apigateway, mock_apigateway_deprecated  # noqa
@@ -21,6 +28,7 @@ from .datasync import mock_datasync  # noqa
 from .dynamodb import mock_dynamodb, mock_dynamodb_deprecated  # noqa
 from .dynamodb2 import mock_dynamodb2, mock_dynamodb2_deprecated  # noqa
 from .dynamodbstreams import mock_dynamodbstreams  # noqa
+from .eb import mock_eb  # flake8: noqa
 from .ec2 import mock_ec2, mock_ec2_deprecated  # noqa
 from .ec2_instance_connect import mock_ec2_instance_connect  # noqa
 from .ecr import mock_ecr, mock_ecr_deprecated  # noqa
@@ -57,12 +65,6 @@ from .sts import mock_sts, mock_sts_deprecated  # noqa
 from .swf import mock_swf, mock_swf_deprecated  # noqa
 from .xray import XRaySegment, mock_xray, mock_xray_client  # noqa
 
-# import logging
-# logging.getLogger('boto').setLevel(logging.CRITICAL)
-
-__title__ = "moto"
-__version__ = "1.3.15.dev"
-
 
 try:
     # Need to monkey-patch botocore requests back to underlying urllib3 classes
diff --git a/moto/core/utils.py b/moto/core/utils.py
index f61b040e0..59079784a 100644
--- a/moto/core/utils.py
+++ b/moto/core/utils.py
@@ -328,3 +328,32 @@ def py2_strip_unicode_keys(blob):
         blob = new_set
 
     return blob
+
+
+def tags_from_query_string(
+        querystring_dict,
+        prefix="Tag",
+        key_suffix="Key",
+        value_suffix="Value"
+):
+    response_values = {}
+    for key, value in querystring_dict.items():
+        if key.startswith(prefix) and key.endswith(key_suffix):
+            tag_index = key.replace(prefix + ".", "").replace("." + key_suffix, "")
+            tag_key = querystring_dict.get(
+                "{prefix}.{index}.{key_suffix}".format(
+                    prefix=prefix,
+                    index=tag_index,
+                    key_suffix=key_suffix,
+                ))[0]
+            tag_value_key = "{prefix}.{index}.{value_suffix}".format(
+                prefix=prefix,
+                index=tag_index,
+                value_suffix=value_suffix,
+            )
+            if tag_value_key in querystring_dict:
+                response_values[tag_key] = querystring_dict.get(tag_value_key)[
+                    0]
+            else:
+                response_values[tag_key] = None
+    return response_values
diff --git a/moto/eb/__init__.py b/moto/eb/__init__.py
new file mode 100644
index 000000000..3e06e9595
--- /dev/null
+++ b/moto/eb/__init__.py
@@ -0,0 +1,4 @@
+from .models import eb_backends
+from moto.core.models import base_decorator
+
+mock_eb = base_decorator(eb_backends)
diff --git a/moto/eb/exceptions.py b/moto/eb/exceptions.py
new file mode 100644
index 000000000..bf3a89618
--- /dev/null
+++ b/moto/eb/exceptions.py
@@ -0,0 +1,13 @@
+from moto.core.exceptions import RESTError
+
+
+class InvalidParameterValueError(RESTError):
+    def __init__(self, message):
+        super(InvalidParameterValueError, self).__init__(
+            "InvalidParameterValue", message)
+
+
+class ResourceNotFoundException(RESTError):
+    def __init__(self, message):
+        super(ResourceNotFoundException, self).__init__(
+            "ResourceNotFoundException", message)
diff --git a/moto/eb/models.py b/moto/eb/models.py
new file mode 100644
index 000000000..4490bbd0c
--- /dev/null
+++ b/moto/eb/models.py
@@ -0,0 +1,101 @@
+import weakref
+
+import boto.beanstalk
+
+from moto.core import BaseBackend, BaseModel
+from .exceptions import InvalidParameterValueError
+
+
+class FakeEnvironment(BaseModel):
+    def __init__(
+            self,
+            application,
+            environment_name,
+            solution_stack_name,
+            tags,
+    ):
+        self.application = weakref.proxy(application)  # weakref to break circular dependencies
+        self.environment_name = environment_name
+        self.solution_stack_name = solution_stack_name
+        self.tags = tags
+
+    @property
+    def application_name(self):
+        return self.application.application_name
+
+    @property
+    def environment_arn(self):
+        return 'arn:aws:elasticbeanstalk:{region}:{account_id}:' \
+            'environment/{application_name}/{environment_name}'.format(
+                region=self.region,
+                account_id='123456789012',
+                application_name=self.application_name,
+                environment_name=self.environment_name,
+            )
+
+    @property
+    def platform_arn(self):
+        return 'TODO'  # TODO
+
+    @property
+    def region(self):
+        return self.application.region
+
+
+class FakeApplication(BaseModel):
+    def __init__(self, backend, application_name):
+        self.backend = weakref.proxy(backend)  # weakref to break cycles
+        self.application_name = application_name
+        self.environments = dict()
+
+    def create_environment(
+            self,
+            environment_name,
+            solution_stack_name,
+            tags,
+    ):
+        if environment_name in self.environments:
+            raise InvalidParameterValueError
+
+        env = FakeEnvironment(
+            application=self,
+            environment_name=environment_name,
+            solution_stack_name=solution_stack_name,
+            tags=tags,
+        )
+        self.environments[environment_name] = env
+
+        return env
+
+    @property
+    def region(self):
+        return self.backend.region
+
+
+class EBBackend(BaseBackend):
+    def __init__(self, region):
+        self.region = region
+        self.applications = dict()
+
+    def reset(self):
+        # preserve region
+        region = self.region
+        self._reset_model_refs()
+        self.__dict__ = {}
+        self.__init__(region)
+
+    def create_application(self, application_name):
+        if application_name in self.applications:
+            raise InvalidParameterValueError(
+                "Application {} already exists.".format(application_name)
+            )
+        new_app = FakeApplication(
+            backend=self,
+            application_name=application_name,
+        )
+        self.applications[application_name] = new_app
+        return new_app
+
+
+eb_backends = dict((region.name, EBBackend(region.name))
+                   for region in boto.beanstalk.regions())
diff --git a/moto/eb/responses.py b/moto/eb/responses.py
new file mode 100644
index 000000000..905780c44
--- /dev/null
+++ b/moto/eb/responses.py
@@ -0,0 +1,1425 @@
+from moto.core.responses import BaseResponse
+from moto.core.utils import tags_from_query_string
+from .models import eb_backends
+from .exceptions import InvalidParameterValueError, ResourceNotFoundException
+
+
+class EBResponse(BaseResponse):
+    @property
+    def backend(self):
+        """
+        :rtype: EBBackend
+        """
+        return eb_backends[self.region]
+
+    def create_application(self):
+        app = self.backend.create_application(
+            application_name=self._get_param('ApplicationName'),
+        )
+
+        template = self.response_template(EB_CREATE_APPLICATION)
+        return template.render(
+            region_name=self.backend.region,
+            application=app,
+        )
+
+    def describe_applications(self):
+        template = self.response_template(EB_DESCRIBE_APPLICATIONS)
+        return template.render(
+            applications=self.backend.applications.values(),
+        )
+
+    def create_environment(self):
+        application_name = self._get_param('ApplicationName')
+        try:
+            app = self.backend.applications[application_name]
+        except KeyError:
+            raise InvalidParameterValueError(
+                "No Application named \'{}\' found.".format(application_name)
+            )
+
+        tags = tags_from_query_string(self.querystring, prefix="Tags.member")
+        env = app.create_environment(
+            environment_name=self._get_param('EnvironmentName'),
+            solution_stack_name=self._get_param('SolutionStackName'),
+            tags=tags,
+        )
+
+        template = self.response_template(EB_CREATE_ENVIRONMENT)
+        return template.render(
+            environment=env,
+            region=self.backend.region,
+        )
+
+    def describe_environments(self):
+        envs = []
+
+        for app in self.backend.applications.values():
+            for env in app.environments.values():
+                envs.append(env)
+
+        template = self.response_template(EB_DESCRIBE_ENVIRONMENTS)
+        return template.render(
+            environments=envs,
+        )
+
+    @staticmethod
+    def list_available_solution_stacks():
+        return EB_LIST_AVAILABLE_SOLUTION_STACKS
+
+    def _find_environment_by_arn(self, arn):
+        for app in self.backend.applications.keys():
+            for env in self.backend.applications[app].environments.values():
+                if env.environment_arn == arn:
+                    return env
+        raise KeyError()
+
+    def update_tags_for_resource(self):
+        resource_arn = self._get_param('ResourceArn')
+        try:
+            res = self._find_environment_by_arn(resource_arn)
+        except KeyError:
+            raise ResourceNotFoundException(
+                "Resource not found for ARN \'{}\'.".format(resource_arn)
+            )
+
+        tags_to_add = tags_from_query_string(self.querystring, prefix="TagsToAdd.member")
+        for key, value in tags_to_add.items():
+            res.tags[key] = value
+
+        tags_to_remove = self._get_multi_param('TagsToRemove.member')
+        for key in tags_to_remove:
+            del res.tags[key]
+
+        return EB_UPDATE_TAGS_FOR_RESOURCE
+
+    def list_tags_for_resource(self):
+        resource_arn = self._get_param('ResourceArn')
+        try:
+            res = self._find_environment_by_arn(resource_arn)
+        except KeyError:
+            raise ResourceNotFoundException(
+                "Resource not found for ARN \'{}\'.".format(resource_arn)
+            )
+        tags = res.tags
+
+        template = self.response_template(EB_LIST_TAGS_FOR_RESOURCE)
+        return template.render(
+            tags=tags,
+            arn=resource_arn,
+        )
+
+
+EB_CREATE_APPLICATION = """
+<CreateApplicationResponse xmlns="http://elasticbeanstalk.amazonaws.com/docs/2010-12-01/">
+  <CreateApplicationResult>
+    <Application>
+      <ConfigurationTemplates/>
+      <DateCreated>2019-09-03T13:08:29.049Z</DateCreated>
+      <ResourceLifecycleConfig>
+        <VersionLifecycleConfig>
+          <MaxAgeRule>
+            <DeleteSourceFromS3>false</DeleteSourceFromS3>
+            <MaxAgeInDays>180</MaxAgeInDays>
+            <Enabled>false</Enabled>
+          </MaxAgeRule>
+          <MaxCountRule>
+            <DeleteSourceFromS3>false</DeleteSourceFromS3>
+            <MaxCount>200</MaxCount>
+            <Enabled>false</Enabled>
+          </MaxCountRule>
+        </VersionLifecycleConfig>
+      </ResourceLifecycleConfig>
+      <ApplicationArn>arn:aws:elasticbeanstalk:{{ region_name }}:111122223333:application/{{ application_name }}</ApplicationArn>
+      <ApplicationName>{{ application.application_name }}</ApplicationName>
+      <DateUpdated>2019-09-03T13:08:29.049Z</DateUpdated>
+    </Application>
+  </CreateApplicationResult>
+  <ResponseMetadata>
+    <RequestId>1b6173c8-13aa-4b0a-99e9-eb36a1fb2778</RequestId>
+  </ResponseMetadata>
+</CreateApplicationResponse>
+"""
+
+
+EB_DESCRIBE_APPLICATIONS = """
+<DescribeApplicationsResponse xmlns="http://elasticbeanstalk.amazonaws.com/docs/2010-12-01/">
+  <DescribeApplicationsResult>
+    <Applications>
+      {% for application in applications %}
+      <member>
+        <ConfigurationTemplates/>
+        <DateCreated>2019-09-03T13:08:29.049Z</DateCreated>
+        <ResourceLifecycleConfig>
+          <VersionLifecycleConfig>
+            <MaxAgeRule>
+              <MaxAgeInDays>180</MaxAgeInDays>
+              <DeleteSourceFromS3>false</DeleteSourceFromS3>
+              <Enabled>false</Enabled>
+            </MaxAgeRule>
+            <MaxCountRule>
+              <DeleteSourceFromS3>false</DeleteSourceFromS3>
+              <MaxCount>200</MaxCount>
+              <Enabled>false</Enabled>
+            </MaxCountRule>
+          </VersionLifecycleConfig>
+        </ResourceLifecycleConfig>
+        <ApplicationArn>arn:aws:elasticbeanstalk:{{ region_name }}:111122223333:application/{{ application.name }}</ApplicationArn>
+        <ApplicationName>{{ application.application_name }}</ApplicationName>
+        <DateUpdated>2019-09-03T13:08:29.049Z</DateUpdated>
+      </member>
+      {% endfor %}
+    </Applications>
+  </DescribeApplicationsResult>
+  <ResponseMetadata>
+    <RequestId>015a05eb-282e-4b76-bd18-663fdfaf42e4</RequestId>
+  </ResponseMetadata>
+</DescribeApplicationsResponse>
+"""
+
+
+EB_CREATE_ENVIRONMENT = """
+<CreateEnvironmentResponse xmlns="http://elasticbeanstalk.amazonaws.com/docs/2010-12-01/">
+  <CreateEnvironmentResult>
+    <SolutionStackName>{{ environment.solution_stack_name }}</SolutionStackName>
+    <Health>Grey</Health>
+    <EnvironmentArn>{{ environment.environment_arn }}</EnvironmentArn>
+    <DateUpdated>2019-09-04T09:41:24.222Z</DateUpdated>
+    <DateCreated>2019-09-04T09:41:24.222Z</DateCreated>
+    <EnvironmentId>{{ environment_id }}</EnvironmentId>
+    <PlatformArn>{{ environment.platform_arn }}</PlatformArn>
+    <Tier>
+      <Name>WebServer</Name>
+      <Type>Standard</Type>
+      <Version>1.0</Version>
+    </Tier>
+    <EnvironmentName>{{ environment.environment_name }}</EnvironmentName>
+    <ApplicationName>{{ environment.application_name }}</ApplicationName>
+    <Status>Launching</Status>
+  </CreateEnvironmentResult>
+  <ResponseMetadata>
+    <RequestId>18dc8158-f5d7-4d5a-82ef-07fcaadf81c6</RequestId>
+  </ResponseMetadata>
+</CreateEnvironmentResponse>
+"""
+
+
+EB_DESCRIBE_ENVIRONMENTS = """
+<DescribeEnvironmentsResponse xmlns="http://elasticbeanstalk.amazonaws.com/docs/2010-12-01/">
+  <DescribeEnvironmentsResult>
+    <Environments>
+      {% for env in environments %}
+      <member>
+        <SolutionStackName>{{ env.solution_stack_name }}</SolutionStackName>
+        <Health>Grey</Health>
+        <EnvironmentArn>{{ env.environment_arn }}</EnvironmentArn>
+        <MinCapacityEnabled>false</MinCapacityEnabled>
+        <DateUpdated>2019-08-30T09:35:10.913Z</DateUpdated>
+        <AbortableOperationInProgress>false</AbortableOperationInProgress>
+        <Alerts/>
+        <DateCreated>2019-08-22T07:02:47.332Z</DateCreated>
+        <EnvironmentId>{{ env.environment_id }}</EnvironmentId>
+        <VersionLabel>1</VersionLabel>
+        <PlatformArn>{{ env.platform_arn }}</PlatformArn>
+        <Tier>
+          <Name>WebServer</Name>
+          <Type>Standard</Type>
+          <Version>1.0</Version>
+        </Tier>
+        <HealthStatus>No Data</HealthStatus>
+        <EnvironmentName>{{ env.environment_name }}</EnvironmentName>
+        <EndpointURL></EndpointURL>
+        <CNAME></CNAME>
+        <EnvironmentLinks/>
+        <ApplicationName>{{ env.application_name }}</ApplicationName>
+        <Status>Ready</Status>
+      </member>
+      {% endfor %}
+    </Environments>
+  </DescribeEnvironmentsResult>
+  <ResponseMetadata>
+    <RequestId>dd56b215-01a0-40b2-bd1e-57589c39424f</RequestId>
+  </ResponseMetadata>
+</DescribeEnvironmentsResponse>
+"""
+
+
+# Current list as of 2019-09-04
+EB_LIST_AVAILABLE_SOLUTION_STACKS = """
+<ListAvailableSolutionStacksResponse xmlns="http://elasticbeanstalk.amazonaws.com/docs/2010-12-01/">
+  <ListAvailableSolutionStacksResult>
+    <SolutionStacks>
+      <member>64bit Amazon Linux 2018.03 v4.10.1 running Node.js</member>
+      <member>64bit Amazon Linux 2018.03 v4.9.2 running Node.js</member>
+      <member>64bit Amazon Linux 2018.03 v4.8.0 running Node.js</member>
+      <member>64bit Amazon Linux 2018.03 v4.6.0 running Node.js</member>
+      <member>64bit Amazon Linux 2018.03 v4.5.3 running Node.js</member>
+      <member>64bit Amazon Linux 2018.03 v4.5.1 running Node.js</member>
+      <member>64bit Amazon Linux 2018.03 v4.5.0 running Node.js</member>
+      <member>64bit Amazon Linux 2017.09 v4.4.6 running Node.js</member>
+      <member>64bit Amazon Linux 2017.09 v4.4.5 running Node.js</member>
+      <member>64bit Amazon Linux 2017.09 v4.4.4 running Node.js</member>
+      <member>64bit Amazon Linux 2017.09 v4.4.2 running Node.js</member>
+      <member>64bit Amazon Linux 2017.09 v4.4.0 running Node.js</member>
+      <member>64bit Amazon Linux 2017.03 v4.3.0 running Node.js</member>
+      <member>64bit Amazon Linux 2017.03 v4.2.2 running Node.js</member>
+      <member>64bit Amazon Linux 2017.03 v4.2.1 running Node.js</member>
+      <member>64bit Amazon Linux 2017.03 v4.2.0 running Node.js</member>
+      <member>64bit Amazon Linux 2017.03 v4.1.1 running Node.js</member>
+      <member>64bit Amazon Linux 2017.03 v4.1.0 running Node.js</member>
+      <member>64bit Amazon Linux 2016.09 v4.0.1 running Node.js</member>
+      <member>64bit Amazon Linux 2016.09 v4.0.0 running Node.js</member>
+      <member>64bit Amazon Linux 2016.09 v3.3.1 running Node.js</member>
+      <member>64bit Amazon Linux 2016.09 v3.1.0 running Node.js</member>
+      <member>64bit Amazon Linux 2018.03 v2.8.14 running PHP 5.4</member>
+      <member>64bit Amazon Linux 2018.03 v2.8.14 running PHP 5.5</member>
+      <member>64bit Amazon Linux 2018.03 v2.8.14 running PHP 5.6</member>
+      <member>64bit Amazon Linux 2018.03 v2.8.14 running PHP 7.0</member>
+      <member>64bit Amazon Linux 2018.03 v2.8.14 running PHP 7.1</member>
+      <member>64bit Amazon Linux 2018.03 v2.8.14 running PHP 7.2</member>
+      <member>64bit Amazon Linux 2018.03 v2.8.12 running PHP 7.2</member>
+      <member>64bit Amazon Linux 2018.03 v2.8.7 running PHP 7.1</member>
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+      <member>64bit Amazon Linux 2017.09 v2.6.6 running PHP 7.0</member>
+      <member>64bit Amazon Linux 2017.09 v2.6.5 running PHP 7.0</member>
+      <member>64bit Amazon Linux 2017.09 v2.6.4 running PHP 5.4</member>
+      <member>64bit Amazon Linux 2017.09 v2.6.4 running PHP 5.5</member>
+      <member>64bit Amazon Linux 2017.09 v2.6.4 running PHP 5.6</member>
+      <member>64bit Amazon Linux 2017.09 v2.6.4 running PHP 7.0</member>
+      <member>64bit Amazon Linux 2017.09 v2.6.4 running PHP 7.1</member>
+      <member>64bit Amazon Linux 2017.09 v2.6.3 running PHP 5.4</member>
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+      <member>64bit Amazon Linux 2017.09 v2.6.3 running PHP 5.6</member>
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+      <member>64bit Amazon Linux 2017.09 v2.6.0 running PHP 7.0</member>
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+      <member>64bit Amazon Linux 2017.03 v2.5.0 running PHP 7.0</member>
+      <member>64bit Amazon Linux 2017.03 v2.5.0 running PHP 7.1</member>
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+      <member>64bit Amazon Linux 2017.03 v2.4.4 running PHP 7.0</member>
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+      <member>64bit Amazon Linux 2017.03 v2.4.2 running PHP 5.5</member>
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+      <member>64bit Amazon Linux 2018.03 v2.7.5 running Python 3.6</member>
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+      <member>64bit Amazon Linux 2017.03 v2.4.0 running Python 3.4</member>
+      <member>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.6 (Puma)</member>
+      <member>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.5 (Puma)</member>
+      <member>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.4 (Puma)</member>
+      <member>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.3 (Puma)</member>
+      <member>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.2 (Puma)</member>
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+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.9.1 running Python 2.7</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.7.5 running Python 3.6</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.7.1 running Python 3.6</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.7.0 running Python 3.6</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.09 v2.6.4 running Python 3.6</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.09 v2.6.1 running Python 3.6</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.4.0 running Python 3.4</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.6 (Puma)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.5 (Puma)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.4 (Puma)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.3 (Puma)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.2 (Puma)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.1 (Puma)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.0 (Puma)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.6 (Passenger Standalone)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.5 (Passenger Standalone)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.4 (Passenger Standalone)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.3 (Passenger Standalone)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.2 (Passenger Standalone)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.1 (Passenger Standalone)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 2.0 (Passenger Standalone)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.10.1 running Ruby 1.9.3</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.8.0 running Ruby 2.5 (Passenger Standalone)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.4.4 running Ruby 2.3 (Puma)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.4.4 running Ruby 2.3 (Passenger Standalone)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v3.2.1 running Tomcat 8.5 Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v3.2.1 running Tomcat 8 Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v3.2.1 running Tomcat 7 Java 7</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v3.2.1 running Tomcat 7 Java 6</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v3.1.1 running Tomcat 8.5 Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.6.5 running Tomcat 8 Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.6.2 running Tomcat 8 Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.6.1 running Tomcat 8 Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.6.0 running Tomcat 8 Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2016.09 v2.5.4 running Tomcat 8 Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2016.03 v2.1.0 running Tomcat 8 Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>war</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server Core 2016 v2.2.1 running IIS 10.0</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server 2016 v2.2.1 running IIS 10.0</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server Core 2012 R2 v2.2.1 running IIS 8.5</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server 2012 R2 v2.2.1 running IIS 8.5</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server Core 2016 v1.2.0 running IIS 10.0</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server 2016 v1.2.0 running IIS 10.0</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server Core 2012 R2 v1.2.0 running IIS 8.5</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server 2012 R2 v1.2.0 running IIS 8.5</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server 2012 v1.2.0 running IIS 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server 2008 R2 v1.2.0 running IIS 7.5</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server Core 2012 R2 running IIS 8.5</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server 2012 R2 running IIS 8.5</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server 2012 running IIS 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Windows Server 2008 R2 running IIS 7.5</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.12.16 running Docker 18.06.1-ce</SolutionStackName>
+        <PermittedFileTypes/>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2016.09 v2.5.2 running Docker 1.12.6</SolutionStackName>
+        <PermittedFileTypes/>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.15.2 running Multi-container Docker 18.06.1-ce (Generic)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+          <member>json</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Debian jessie v2.12.16 running Go 1.4 (Preconfigured - Docker)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Debian jessie v2.12.16 running Go 1.3 (Preconfigured - Docker)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Debian jessie v2.12.16 running Python 3.4 (Preconfigured - Docker)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Debian jessie v2.10.0 running Python 3.4 (Preconfigured - Docker)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.9.1 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.9.1 running Java 7</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.8.0 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.7.6 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.7.5 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.7.4 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.7.2 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.7.1 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.09 v2.6.8 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.09 v2.6.5 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.09 v2.6.4 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.09 v2.6.3 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.09 v2.6.0 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.5.4 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.5.3 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2017.03 v2.5.2 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2016.09 v2.4.4 running Java 8</SolutionStackName>
+        <PermittedFileTypes>
+          <member>jar</member>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.12.1 running Go 1.12.7</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.6.14 running Packer 1.0.3</SolutionStackName>
+        <PermittedFileTypes/>
+      </member>
+      <member>
+        <SolutionStackName>64bit Amazon Linux 2018.03 v2.12.16 running GlassFish 5.0 Java 8 (Preconfigured - Docker)</SolutionStackName>
+        <PermittedFileTypes>
+          <member>zip</member>
+        </PermittedFileTypes>
+      </member>
+    </SolutionStackDetails>
+  </ListAvailableSolutionStacksResult>
+  <ResponseMetadata>
+    <RequestId>bd6bd2b2-9983-4845-b53b-fe53e8a5e1e7</RequestId>
+  </ResponseMetadata>
+</ListAvailableSolutionStacksResponse>
+"""
+
+
+EB_UPDATE_TAGS_FOR_RESOURCE = """
+<UpdateTagsForResourceResponse xmlns="http://elasticbeanstalk.amazonaws.com/docs/2010-12-01/">
+  <ResponseMetadata>
+    <RequestId>f355d788-e67e-440f-b915-99e35254ffee</RequestId>
+  </ResponseMetadata>
+</UpdateTagsForResourceResponse>
+"""
+
+
+EB_LIST_TAGS_FOR_RESOURCE = """
+<ListTagsForResourceResponse xmlns="http://elasticbeanstalk.amazonaws.com/docs/2010-12-01/">
+  <ListTagsForResourceResult>
+    <ResourceTags>
+      {% for key, value in tags.items() %}
+      <member>
+        <Key>{{ key }}</Key>
+        <Value>{{ value }}</Value>
+      </member>
+      {% endfor %}
+    </ResourceTags>
+    <ResourceArn>{{ arn }}</ResourceArn>
+  </ListTagsForResourceResult>
+  <ResponseMetadata>
+    <RequestId>178e410f-3b57-456f-a64c-a3b6a16da9ab</RequestId>
+  </ResponseMetadata>
+</ListTagsForResourceResponse>
+"""
diff --git a/moto/eb/urls.py b/moto/eb/urls.py
new file mode 100644
index 000000000..4cd4add13
--- /dev/null
+++ b/moto/eb/urls.py
@@ -0,0 +1,11 @@
+from __future__ import unicode_literals
+
+from .responses import EBResponse
+
+url_bases = [
+    r"https?://elasticbeanstalk.(?P<region>[a-zA-Z0-9\-_]+).amazonaws.com",
+]
+
+url_paths = {
+    '{0}/$': EBResponse.dispatch,
+}
diff --git a/moto/ec2/responses/tags.py b/moto/ec2/responses/tags.py
index 5290b7409..0c7d89a41 100644
--- a/moto/ec2/responses/tags.py
+++ b/moto/ec2/responses/tags.py
@@ -2,7 +2,8 @@ from __future__ import unicode_literals
 
 from moto.core.responses import BaseResponse
 from moto.ec2.models import validate_resource_ids
-from moto.ec2.utils import tags_from_query_string, filters_from_querystring
+from moto.ec2.utils import filters_from_querystring
+from moto.core.utils import tags_from_query_string
 
 
 class TagResponse(BaseResponse):
diff --git a/tests/test_eb/test_eb.py b/tests/test_eb/test_eb.py
new file mode 100644
index 000000000..2b5be4490
--- /dev/null
+++ b/tests/test_eb/test_eb.py
@@ -0,0 +1,152 @@
+import boto3
+import sure  # noqa
+from botocore.exceptions import ClientError
+
+from moto import mock_eb
+
+
+@mock_eb
+def test_create_application():
+    # Create Elastic Beanstalk Application
+    conn = boto3.client('elasticbeanstalk', region_name='us-east-1')
+    app = conn.create_application(
+        ApplicationName="myapp",
+    )
+    app['Application']['ApplicationName'].should.equal("myapp")
+
+
+@mock_eb
+def test_create_application_dup():
+    conn = boto3.client('elasticbeanstalk', region_name='us-east-1')
+    conn.create_application(
+        ApplicationName="myapp",
+    )
+    conn.create_application.when.called_with(
+        ApplicationName="myapp",
+    ).should.throw(ClientError)
+
+
+@mock_eb
+def test_describe_applications():
+    # Create Elastic Beanstalk Application
+    conn = boto3.client('elasticbeanstalk', region_name='us-east-1')
+    conn.create_application(
+        ApplicationName="myapp",
+    )
+
+    apps = conn.describe_applications()
+    len(apps['Applications']).should.equal(1)
+    apps['Applications'][0]['ApplicationName'].should.equal('myapp')
+
+
+@mock_eb
+def test_create_environment():
+    # Create Elastic Beanstalk Environment
+    conn = boto3.client('elasticbeanstalk', region_name='us-east-1')
+    app = conn.create_application(
+        ApplicationName="myapp",
+    )
+    env = conn.create_environment(
+        ApplicationName="myapp",
+        EnvironmentName="myenv",
+    )
+    env['EnvironmentName'].should.equal("myenv")
+
+
+@mock_eb
+def test_describe_environments():
+    # List Elastic Beanstalk Envs
+    conn = boto3.client('elasticbeanstalk', region_name='us-east-1')
+    conn.create_application(
+        ApplicationName="myapp",
+    )
+    conn.create_environment(
+        ApplicationName="myapp",
+        EnvironmentName="myenv",
+    )
+
+    envs = conn.describe_environments()
+    envs = envs['Environments']
+    len(envs).should.equal(1)
+    envs[0]['ApplicationName'].should.equal('myapp')
+    envs[0]['EnvironmentName'].should.equal('myenv')
+
+
+def tags_dict_to_list(tag_dict):
+    tag_list = []
+    for key, value in tag_dict.items():
+        tag_list.append({'Key': key, 'Value': value})
+    return tag_list
+
+
+def tags_list_to_dict(tag_list):
+    tag_dict = {}
+    for tag in tag_list:
+        tag_dict[tag['Key']] = tag['Value']
+    return tag_dict
+
+
+@mock_eb
+def test_create_environment_tags():
+    conn = boto3.client('elasticbeanstalk', region_name='us-east-1')
+    conn.create_application(
+        ApplicationName="myapp",
+    )
+    env_tags = {'initial key': 'initial value'}
+    env = conn.create_environment(
+        ApplicationName="myapp",
+        EnvironmentName="myenv",
+        Tags=tags_dict_to_list(env_tags),
+    )
+
+    tags = conn.list_tags_for_resource(
+        ResourceArn=env['EnvironmentArn'],
+    )
+    tags['ResourceArn'].should.equal(env['EnvironmentArn'])
+    tags_list_to_dict(tags['ResourceTags']).should.equal(env_tags)
+
+
+@mock_eb
+def test_update_tags():
+    conn = boto3.client('elasticbeanstalk', region_name='us-east-1')
+    conn.create_application(
+        ApplicationName="myapp",
+    )
+    env_tags = {
+        'initial key': 'initial value',
+        'to remove': 'delete me',
+        'to update': 'original',
+    }
+    env = conn.create_environment(
+        ApplicationName="myapp",
+        EnvironmentName="myenv",
+        Tags=tags_dict_to_list(env_tags),
+    )
+
+    extra_env_tags = {
+        'to update': 'new',
+        'extra key': 'extra value',
+    }
+    conn.update_tags_for_resource(
+        ResourceArn=env['EnvironmentArn'],
+        TagsToAdd=tags_dict_to_list(extra_env_tags),
+        TagsToRemove=['to remove'],
+    )
+
+    total_env_tags = env_tags.copy()
+    total_env_tags.update(extra_env_tags)
+    del total_env_tags['to remove']
+
+    tags = conn.list_tags_for_resource(
+        ResourceArn=env['EnvironmentArn'],
+    )
+    tags['ResourceArn'].should.equal(env['EnvironmentArn'])
+    tags_list_to_dict(tags['ResourceTags']).should.equal(total_env_tags)
+
+
+@mock_eb
+def test_list_available_solution_stacks():
+    conn = boto3.client('elasticbeanstalk', region_name='us-east-1')
+    stacks = conn.list_available_solution_stacks()
+    len(stacks['SolutionStacks']).should.be.greater_than(0)
+    len(stacks['SolutionStacks']).should.be.equal(len(stacks['SolutionStackDetails']))