diff --git a/examples/user_guide/Deploy_and_Export.ipynb b/examples/user_guide/Deploy_and_Export.ipynb
index 2af6a5828a..0af762a439 100644
--- a/examples/user_guide/Deploy_and_Export.ipynb
+++ b/examples/user_guide/Deploy_and_Export.ipynb
@@ -229,6 +229,14 @@
     "pn.serve({'markdown': '# This is a Panel app', 'json': pn.pane.JSON({'abc': 123})})\n",
     "```\n",
     "\n",
+    "You can customize the HTML title of each application by supplying a dictionary where the keys represent the URL slugs and the values represent the titles, e.g.:\n",
+    "\n",
+    "```python\n",
+    "pn.serve(\n",
+    "    {'markdown': '# This is a Panel app', 'json': pn.pane.JSON({'abc': 123})},\n",
+    "    title={'markdown': 'A Markdown App', 'json': 'A JSON App'}\n",
+    ")\n",
+    "\n",
     "The ``pn.serve`` function accepts the same arguments as the `show` method.\n",
     "\n",
     "\n",
diff --git a/panel/io/server.py b/panel/io/server.py
index 3dd52bd6b6..5f16f33f6c 100644
--- a/panel/io/server.py
+++ b/panel/io/server.py
@@ -130,8 +130,9 @@ def serve(panels, port=0, websocket_origin=None, loop=None, show=True,
       Whether to open the server in a new browser tab on start
     start : boolean(optional, default=False)
       Whether to start the Server
-    title: str (optional, default=None)
-      An HTML title for the application
+    title: str or {str: str} (optional, default=None)
+      An HTML title for the application or a dictionary mapping
+      from the URL slug to a customized title
     verbose: boolean (optional, default=True)
       Whether to print the address and port
     location : boolean or panel.io.location.Location
@@ -188,8 +189,9 @@ def get_server(panel, port=0, websocket_origin=None, loop=None,
       Whether to open the server in a new browser tab on start
     start : boolean(optional, default=False)
       Whether to start the Server
-    title: str (optional, default=None)
-      An HTML title for the application
+    title: str or {str: str} (optional, default=None)
+      An HTML title for the application or a dictionary mapping
+      from the URL slug to a customized title
     verbose: boolean (optional, default=False)
       Whether to report the address and port
     location : boolean or panel.io.location.Location
@@ -210,6 +212,16 @@ def get_server(panel, port=0, websocket_origin=None, loop=None,
     if isinstance(panel, dict):
         apps = {}
         for slug, app in panel.items():
+            if isinstance(title, dict):
+                try:
+                    title_ = title[slug]
+                except KeyError:
+                    raise KeyError(
+                        "Keys of the title dictionnary and of the apps "
+                        f"dictionary must match. No {slug} key found in the "
+                        "title dictionnary.") 
+            else:
+                title_ = title
             slug = slug if slug.startswith('/') else '/'+slug
             if 'flask' in sys.modules:
                 from flask import Flask
@@ -222,7 +234,7 @@ def get_server(panel, port=0, websocket_origin=None, loop=None,
                     extra_patterns.append(('^'+slug+'.*', ProxyFallbackHandler,
                                            dict(fallback=wsgi, proxy=slug)))
                     continue
-            apps[slug] = partial(_eval_panel, app, server_id, title, location)
+            apps[slug] = partial(_eval_panel, app, server_id, title_, location)
     else:
         apps = {'/': partial(_eval_panel, panel, server_id, title, location)}
 
diff --git a/panel/tests/conftest.py b/panel/tests/conftest.py
index 4054397840..b875ab17ed 100644
--- a/panel/tests/conftest.py
+++ b/panel/tests/conftest.py
@@ -17,6 +17,7 @@
 
 from panel.pane import HTML, Markdown
 from panel.io import state
+from panel import serve
 
 
 @pytest.fixture
@@ -117,6 +118,36 @@ def markdown_server_session():
         pass  # tests may already close this
 
 
+@pytest.fixture
+def multiple_apps_server_sessions():
+    """Serve multiple apps and yield a factory to allow
+    parameterizing the slugs and the titles."""
+    servers = []
+    def create_sessions(slugs, titles):
+        app1_slug, app2_slug = slugs
+        apps = {
+            app1_slug: Markdown('First app'),
+            app2_slug: Markdown('Second app')
+        }
+        server = serve(apps, port=5008, title=titles, show=False, start=False)
+        servers.append(server)
+        session1 = pull_session(
+            url=f"http://localhost:{server.port:d}/app1",
+            io_loop=server.io_loop
+        )
+        session2 = pull_session(
+            url=f"http://localhost:{server.port:d}/app2",
+            io_loop=server.io_loop
+        )
+        return session1, session2
+    yield create_sessions
+    for server in servers:
+        try:
+            server.stop()
+        except AssertionError:
+            continue  # tests may already close this
+
+
 @contextmanager
 def set_env_var(env_var, value):
     old_value = os.environ.get(env_var)
diff --git a/panel/tests/test_server.py b/panel/tests/test_server.py
index 89b4a32e65..45444cfa54 100644
--- a/panel/tests/test_server.py
+++ b/panel/tests/test_server.py
@@ -1,3 +1,5 @@
+import pytest
+
 from panel.models import HTML as BkHTML
 from panel.io import state
 
@@ -43,3 +45,15 @@ def test_kill_all_servers(html_server_session, markdown_server_session):
     state.kill_all_servers()
     assert server_1._stopped
     assert server_2._stopped
+
+def test_multiple_titles(multiple_apps_server_sessions):
+    """Serve multiple apps with a title per app."""
+    session1, session2 = multiple_apps_server_sessions(
+        slugs=('app1', 'app2'), titles={'app1': 'APP1', 'app2': 'APP2'})
+    assert session1.document.title == 'APP1'
+    assert session2.document.title == 'APP2'
+
+    # Slug names and title keys should match
+    with pytest.raises(KeyError):
+        session1, session2 = multiple_apps_server_sessions(
+            slugs=('app1', 'app2'), titles={'badkey': 'APP1', 'app2': 'APP2'})