diff --git a/leafmap/common.py b/leafmap/common.py
index 5214bab563..ee482dcaff 100644
--- a/leafmap/common.py
+++ b/leafmap/common.py
@@ -3538,21 +3538,26 @@ def get_local_tile_url(
     for key in client_args:
         kwargs[key] = client_args[key]
 
-    # Make it compatible with binder and JupyterHub
-    if os.environ.get("JUPYTERHUB_SERVICE_PREFIX") is not None:
-        os.environ["LOCALTILESERVER_CLIENT_PREFIX"] = (
-            f"{os.environ['JUPYTERHUB_SERVICE_PREFIX'].lstrip('/')}/proxy/{{port}}"
-        )
+    # Only override LOCALTILESERVER_CLIENT_PREFIX if it's unset
+    if os.environ.get("LOCALTILESERVER_CLIENT_PREFIX") is None:
+        # Make it compatible with binder and JupyterHub
+        if os.environ.get("JUPYTERHUB_SERVICE_PREFIX") is not None:
+            os.environ["LOCALTILESERVER_CLIENT_PREFIX"] = (
+                f"{os.environ['JUPYTERHUB_SERVICE_PREFIX'].strip('/')}/proxy/{{port}}"
+            )
 
-    if is_studio_lab():
-        os.environ["LOCALTILESERVER_CLIENT_PREFIX"] = (
-            f"studiolab/default/jupyter/proxy/{{port}}"
-        )
-    elif is_on_aws():
-        os.environ["LOCALTILESERVER_CLIENT_PREFIX"] = "proxy/{port}"
-    elif "prefix" in kwargs:
-        os.environ["LOCALTILESERVER_CLIENT_PREFIX"] = kwargs["prefix"]
-        kwargs.pop("prefix")
+        if is_studio_lab():
+            os.environ["LOCALTILESERVER_CLIENT_PREFIX"] = (
+                "studiolab/default/jupyter/proxy/{port}"
+            )
+        elif is_on_aws():
+            os.environ["LOCALTILESERVER_CLIENT_PREFIX"] = "proxy/{port}"
+
+    # The prefix kwarg has final precedence
+    if "prefix" in kwargs:
+        prefix = kwargs.pop("prefix")
+        if prefix is not None:
+            os.environ["LOCALTILESERVER_CLIENT_PREFIX"] = str(prefix)
 
     from localtileserver import TileClient
 
@@ -3583,6 +3588,22 @@ def get_local_tile_url(
         colormap = colormap.lower()
 
     client = TileClient(source, port=port, **client_args)
+
+    # Route tile URLs through the jupyter-loopback comm bridge so that rasters
+    # render in webview-based frontends (VS Code, Colab, Solara, marimo, etc.)
+    # and in containerized/remote Jupyter environments where the browser cannot
+    # reach the jupyter-server origin directly. The `get_leaflet_tile_layer` and
+    # `get_folium_tile_layer` helpers used by `get_local_tile_layer` do this
+    # automatically, but a bare `TileClient` does not. See
+    # https://github.com/opengeos/leafmap/issues/1331
+    if hasattr(client, "enable_jupyter_loopback"):
+        try:
+            client.enable_jupyter_loopback()
+        except Exception as e:
+            warnings.warn(
+                f"Failed to enable jupyter loopback for the local tile client: {e}"
+            )
+
     url = client.get_tile_url(
         indexes=indexes,
         colormap=colormap,
diff --git a/tests/test_common.py b/tests/test_common.py
index 82d8c2d4ca..5e4c7617be 100644
--- a/tests/test_common.py
+++ b/tests/test_common.py
@@ -76,6 +76,55 @@ def test_set_proxy_successful_request(self, mock_get):
         self.assertEqual(os.environ["HTTPS_PROXY"], "http://192.168.0.1:8080")
         mock_get.assert_called_once_with("https://google.com")
 
+    def _mock_localtileserver(self):
+        """Return a fake ``localtileserver`` module with a mocked TileClient."""
+        fake_client = MagicMock()
+        fake_client.get_tile_url.return_value = (
+            "http://127.0.0.1:0/api/tiles/{z}/{x}/{y}.png"
+        )
+        fake_module = MagicMock()
+        fake_module.TileClient.return_value = fake_client
+        return fake_module, fake_client
+
+    @patch.dict(os.environ, {}, clear=True)
+    def test_get_local_tile_url_enables_jupyter_loopback(self):
+        """enable_jupyter_loopback is invoked when the client supports it."""
+        fake_module, fake_client = self._mock_localtileserver()
+        with patch.dict("sys.modules", {"localtileserver": fake_module}):
+            url = get_local_tile_url("test.tif")
+        fake_client.enable_jupyter_loopback.assert_called_once()
+        self.assertEqual(url, "http://127.0.0.1:0/api/tiles/{z}/{x}/{y}.png")
+
+    @patch.dict(os.environ, {}, clear=True)
+    def test_get_local_tile_url_without_loopback_support(self):
+        """A client lacking enable_jupyter_loopback must not raise."""
+        fake_client = MagicMock(spec=["get_tile_url"])
+        fake_client.get_tile_url.return_value = "http://tile"
+        fake_module = MagicMock()
+        fake_module.TileClient.return_value = fake_client
+        with patch.dict("sys.modules", {"localtileserver": fake_module}):
+            url = get_local_tile_url("test.tif")
+        self.assertFalse(hasattr(fake_client, "enable_jupyter_loopback"))
+        self.assertEqual(url, "http://tile")
+
+    @patch.dict(os.environ, {}, clear=True)
+    def test_get_local_tile_url_prefix_precedence(self):
+        """The prefix kwarg takes final precedence over the env var."""
+        fake_module, _ = self._mock_localtileserver()
+        with patch.dict("sys.modules", {"localtileserver": fake_module}):
+            get_local_tile_url("test.tif", prefix="proxy/{port}")
+        self.assertEqual(os.environ["LOCALTILESERVER_CLIENT_PREFIX"], "proxy/{port}")
+
+    @patch.dict(
+        os.environ, {"LOCALTILESERVER_CLIENT_PREFIX": "keep/{port}"}, clear=True
+    )
+    def test_get_local_tile_url_prefix_none_ignored(self):
+        """prefix=None is ignored and does not overwrite an existing env var."""
+        fake_module, _ = self._mock_localtileserver()
+        with patch.dict("sys.modules", {"localtileserver": fake_module}):
+            get_local_tile_url("test.tif", prefix=None)
+        self.assertEqual(os.environ["LOCALTILESERVER_CLIENT_PREFIX"], "keep/{port}")
+
     # def test_pmtile_metadata_validates_pmtiles_suffix(self):
     #     with self.assertRaises(ValueError) as cm:
     #         pmtiles_metadata("/some/path/to/pmtiles.pmtiles")