diff --git a/ccvpn/views.py b/ccvpn/views.py
index c7a6bdc..16c574c 100644
--- a/ccvpn/views.py
+++ b/ccvpn/views.py
@@ -88,10 +88,13 @@ def page(request, name):
     except TemplateDoesNotExist:
         pass
 
-    md_template = select_template([
-        basename + '.' + get_language() + '.md',
-        basename + '.en.md',
-    ])
+    try:
+        md_template = select_template([
+            basename + '.' + get_language() + '.md',
+            basename + '.en.md',
+        ])
+    except TemplateDoesNotExist:
+        return HttpResponseNotFound("Page not found")
 
     page_source = md_template.render(None, request)
     page_fm = frontmatter.loads(page_source)