diff --git a/google/cloud/tpu_v1/services/tpu/async_client.py b/google/cloud/tpu_v1/services/tpu/async_client.py
index cd928ad..3d2c92a 100644
--- a/google/cloud/tpu_v1/services/tpu/async_client.py
+++ b/google/cloud/tpu_v1/services/tpu/async_client.py
@@ -952,6 +952,12 @@ async def get_accelerator_type(
         # Done; return the response.
         return response
 
+    async def __aenter__(self):
+        return self
+
+    async def __aexit__(self, exc_type, exc, tb):
+        await self.transport.close()
+
 
 try:
     DEFAULT_CLIENT_INFO = gapic_v1.client_info.ClientInfo(
diff --git a/google/cloud/tpu_v1/services/tpu/client.py b/google/cloud/tpu_v1/services/tpu/client.py
index 38f4715..b1c3fec 100644
--- a/google/cloud/tpu_v1/services/tpu/client.py
+++ b/google/cloud/tpu_v1/services/tpu/client.py
@@ -383,10 +383,7 @@ def __init__(
                 client_cert_source_for_mtls=client_cert_source_func,
                 quota_project_id=client_options.quota_project_id,
                 client_info=client_info,
-                always_use_jwt_access=(
-                    Transport == type(self).get_transport_class("grpc")
-                    or Transport == type(self).get_transport_class("grpc_asyncio")
-                ),
+                always_use_jwt_access=True,
             )
 
     def list_nodes(
@@ -1184,6 +1181,19 @@ def get_accelerator_type(
         # Done; return the response.
         return response
 
+    def __enter__(self):
+        return self
+
+    def __exit__(self, type, value, traceback):
+        """Releases underlying transport's resources.
+
+        .. warning::
+            ONLY use as a context manager if the transport is NOT shared
+            with other clients! Exiting the with block will CLOSE the transport
+            and may cause errors in other clients!
+        """
+        self.transport.close()
+
 
 try:
     DEFAULT_CLIENT_INFO = gapic_v1.client_info.ClientInfo(
diff --git a/google/cloud/tpu_v1/services/tpu/transports/base.py b/google/cloud/tpu_v1/services/tpu/transports/base.py
index 2514ebe..512db45 100644
--- a/google/cloud/tpu_v1/services/tpu/transports/base.py
+++ b/google/cloud/tpu_v1/services/tpu/transports/base.py
@@ -197,6 +197,15 @@ def _prep_wrapped_messages(self, client_info):
             ),
         }
 
+    def close(self):
+        """Closes resources associated with the transport.
+
+       .. warning::
+            Only call this method if the transport is NOT shared
+            with other clients - this may cause errors in other clients!
+        """
+        raise NotImplementedError()
+
     @property
     def operations_client(self) -> operations_v1.OperationsClient:
         """Return the client designed to process long-running operations."""
diff --git a/google/cloud/tpu_v1/services/tpu/transports/grpc.py b/google/cloud/tpu_v1/services/tpu/transports/grpc.py
index 6566f06..7aecd4d 100644
--- a/google/cloud/tpu_v1/services/tpu/transports/grpc.py
+++ b/google/cloud/tpu_v1/services/tpu/transports/grpc.py
@@ -532,5 +532,8 @@ def get_accelerator_type(
             )
         return self._stubs["get_accelerator_type"]
 
+    def close(self):
+        self.grpc_channel.close()
+
 
 __all__ = ("TpuGrpcTransport",)
diff --git a/google/cloud/tpu_v1/services/tpu/transports/grpc_asyncio.py b/google/cloud/tpu_v1/services/tpu/transports/grpc_asyncio.py
index 31edb8d..383c8ff 100644
--- a/google/cloud/tpu_v1/services/tpu/transports/grpc_asyncio.py
+++ b/google/cloud/tpu_v1/services/tpu/transports/grpc_asyncio.py
@@ -544,5 +544,8 @@ def get_accelerator_type(
             )
         return self._stubs["get_accelerator_type"]
 
+    def close(self):
+        return self.grpc_channel.close()
+
 
 __all__ = ("TpuGrpcAsyncIOTransport",)
diff --git a/google/cloud/tpu_v1/types/cloud_tpu.py b/google/cloud/tpu_v1/types/cloud_tpu.py
index 376d7f4..3bc1502 100644
--- a/google/cloud/tpu_v1/types/cloud_tpu.py
+++ b/google/cloud/tpu_v1/types/cloud_tpu.py
@@ -48,6 +48,7 @@
 
 class SchedulingConfig(proto.Message):
     r"""Sets the scheduling options for this node.
+
     Attributes:
         preemptible (bool):
             Defines whether the node is preemptible.
@@ -62,6 +63,7 @@ class SchedulingConfig(proto.Message):
 
 class NetworkEndpoint(proto.Message):
     r"""A network endpoint over which a TPU worker can be reached.
+
     Attributes:
         ip_address (str):
             The IP address of this network endpoint.
@@ -75,6 +77,7 @@ class NetworkEndpoint(proto.Message):
 
 class Node(proto.Message):
     r"""A TPU instance.
+
     Attributes:
         name (str):
             Output only. Immutable. The name of the TPU
@@ -225,6 +228,7 @@ class ApiVersion(proto.Enum):
 
 class ListNodesRequest(proto.Message):
     r"""Request for [ListNodes][google.cloud.tpu.v1.Tpu.ListNodes].
+
     Attributes:
         parent (str):
             Required. The parent resource name.
@@ -242,6 +246,7 @@ class ListNodesRequest(proto.Message):
 
 class ListNodesResponse(proto.Message):
     r"""Response for [ListNodes][google.cloud.tpu.v1.Tpu.ListNodes].
+
     Attributes:
         nodes (Sequence[google.cloud.tpu_v1.types.Node]):
             The listed nodes.
@@ -262,6 +267,7 @@ def raw_page(self):
 
 class GetNodeRequest(proto.Message):
     r"""Request for [GetNode][google.cloud.tpu.v1.Tpu.GetNode].
+
     Attributes:
         name (str):
             Required. The resource name.
@@ -272,6 +278,7 @@ class GetNodeRequest(proto.Message):
 
 class CreateNodeRequest(proto.Message):
     r"""Request for [CreateNode][google.cloud.tpu.v1.Tpu.CreateNode].
+
     Attributes:
         parent (str):
             Required. The parent resource name.
@@ -288,6 +295,7 @@ class CreateNodeRequest(proto.Message):
 
 class DeleteNodeRequest(proto.Message):
     r"""Request for [DeleteNode][google.cloud.tpu.v1.Tpu.DeleteNode].
+
     Attributes:
         name (str):
             Required. The resource name.
@@ -298,6 +306,7 @@ class DeleteNodeRequest(proto.Message):
 
 class ReimageNodeRequest(proto.Message):
     r"""Request for [ReimageNode][google.cloud.tpu.v1.Tpu.ReimageNode].
+
     Attributes:
         name (str):
             The resource name.
@@ -311,6 +320,7 @@ class ReimageNodeRequest(proto.Message):
 
 class StopNodeRequest(proto.Message):
     r"""Request for [StopNode][google.cloud.tpu.v1.Tpu.StopNode].
+
     Attributes:
         name (str):
             The resource name.
@@ -321,6 +331,7 @@ class StopNodeRequest(proto.Message):
 
 class StartNodeRequest(proto.Message):
     r"""Request for [StartNode][google.cloud.tpu.v1.Tpu.StartNode].
+
     Attributes:
         name (str):
             The resource name.
@@ -331,6 +342,7 @@ class StartNodeRequest(proto.Message):
 
 class TensorFlowVersion(proto.Message):
     r"""A tensorflow version that a Node can be configured with.
+
     Attributes:
         name (str):
             The resource name.
@@ -405,6 +417,7 @@ def raw_page(self):
 
 class AcceleratorType(proto.Message):
     r"""A accelerator type that a Node can be configured with.
+
     Attributes:
         name (str):
             The resource name.
@@ -479,6 +492,7 @@ def raw_page(self):
 
 class OperationMetadata(proto.Message):
     r"""Metadata describing an [Operation][google.longrunning.Operation]
+
     Attributes:
         create_time (google.protobuf.timestamp_pb2.Timestamp):
             The time the operation was created.
@@ -510,6 +524,7 @@ class OperationMetadata(proto.Message):
 
 class Symptom(proto.Message):
     r"""A Symptom instance.
+
     Attributes:
         create_time (google.protobuf.timestamp_pb2.Timestamp):
             Timestamp when the Symptom is created.
diff --git a/tests/unit/gapic/tpu_v1/test_tpu.py b/tests/unit/gapic/tpu_v1/test_tpu.py
index fc88067..15e542a 100644
--- a/tests/unit/gapic/tpu_v1/test_tpu.py
+++ b/tests/unit/gapic/tpu_v1/test_tpu.py
@@ -32,6 +32,7 @@
 from google.api_core import grpc_helpers_async
 from google.api_core import operation_async  # type: ignore
 from google.api_core import operations_v1
+from google.api_core import path_template
 from google.auth import credentials as ga_credentials
 from google.auth.exceptions import MutualTLSChannelError
 from google.cloud.tpu_v1.services.tpu import TpuAsyncClient
@@ -3100,6 +3101,9 @@ def test_tpu_base_transport():
         with pytest.raises(NotImplementedError):
             getattr(transport, method)(request=object())
 
+    with pytest.raises(NotImplementedError):
+        transport.close()
+
     # Additionally, the LRO client (a property) should
     # also raise NotImplementedError
     with pytest.raises(NotImplementedError):
@@ -3633,3 +3637,49 @@ def test_client_withDEFAULT_CLIENT_INFO():
             credentials=ga_credentials.AnonymousCredentials(), client_info=client_info,
         )
         prep.assert_called_once_with(client_info)
+
+
+@pytest.mark.asyncio
+async def test_transport_close_async():
+    client = TpuAsyncClient(
+        credentials=ga_credentials.AnonymousCredentials(), transport="grpc_asyncio",
+    )
+    with mock.patch.object(
+        type(getattr(client.transport, "grpc_channel")), "close"
+    ) as close:
+        async with client:
+            close.assert_not_called()
+        close.assert_called_once()
+
+
+def test_transport_close():
+    transports = {
+        "grpc": "_grpc_channel",
+    }
+
+    for transport, close_name in transports.items():
+        client = TpuClient(
+            credentials=ga_credentials.AnonymousCredentials(), transport=transport
+        )
+        with mock.patch.object(
+            type(getattr(client.transport, close_name)), "close"
+        ) as close:
+            with client:
+                close.assert_not_called()
+            close.assert_called_once()
+
+
+def test_client_ctx():
+    transports = [
+        "grpc",
+    ]
+    for transport in transports:
+        client = TpuClient(
+            credentials=ga_credentials.AnonymousCredentials(), transport=transport
+        )
+        # Test client calls underlying transport.
+        with mock.patch.object(type(client.transport), "close") as close:
+            close.assert_not_called()
+            with client:
+                pass
+            close.assert_called()