diff --git a/apps/emqx_dashboard/src/emqx_dashboard_swagger.erl b/apps/emqx_dashboard/src/emqx_dashboard_swagger.erl
index 77fcd4f76..2290dbedb 100644
--- a/apps/emqx_dashboard/src/emqx_dashboard_swagger.erl
+++ b/apps/emqx_dashboard/src/emqx_dashboard_swagger.erl
@@ -457,7 +457,18 @@ trans_description(Spec, Hocon) ->
             Spec;
         Desc ->
             Desc1 = binary:replace(Desc, [<<"\n">>], <<"<br/>">>, [global]),
-            Spec#{description => Desc1}
+            maybe_add_summary_from_label(Spec#{description => Desc1}, Hocon)
+    end.
+
+maybe_add_summary_from_label(Spec, Hocon) ->
+    Label =
+        case desc_struct(Hocon) of
+            ?DESC(_, _) = Struct -> get_i18n(<<"label">>, Struct, undefined);
+            _ -> undefined
+        end,
+    case Label of
+        undefined -> Spec;
+        _ -> Spec#{summary => Label}
     end.
 
 get_i18n(Key, Struct, Default) ->
diff --git a/changes/ce/feat-10207.en.md b/changes/ce/feat-10207.en.md
new file mode 100644
index 000000000..99ca17944
--- /dev/null
+++ b/changes/ce/feat-10207.en.md
@@ -0,0 +1 @@
+Use 'label' from i18n file as 'summary' in OpenAPI spec.