diff --git a/web/src/app/home/components/home-sidebar/HomeSidebar.tsx b/web/src/app/home/components/home-sidebar/HomeSidebar.tsx
index cdc330a9..60bd93a1 100644
--- a/web/src/app/home/components/home-sidebar/HomeSidebar.tsx
+++ b/web/src/app/home/components/home-sidebar/HomeSidebar.tsx
@@ -92,7 +92,7 @@ import {
 } from '@/components/ui/popover';
 import { cn } from '@/lib/utils';
 import { useSidebarData, SidebarEntityItem } from './SidebarDataContext';
-import { LayoutDashboard } from 'lucide-react';
+import { LayoutDashboard, Puzzle } from 'lucide-react';
 
 // Compare two version strings, returns true if v1 > v2
 function compareVersions(v1: string, v2: string): boolean {
@@ -1040,7 +1040,7 @@ function PluginItemMenu({
   );
 }
 
-// Plugin pages navigation section
+// Plugin pages navigation section — grouped by plugin
 function PluginPagesNav() {
   const { pluginPages } = useSidebarData();
   const navigate = useNavigate();
@@ -1054,27 +1054,87 @@ function PluginPagesNav() {
   const currentId =
     pathname === '/home/plugin-pages' ? searchParams.get('id') : null;
 
+  // Group pages by plugin (author/name)
+  const grouped = new Map<
+    string,
+    { label: string; pages: typeof pluginPages }
+  >();
+  for (const page of pluginPages) {
+    const key = `${page.pluginAuthor}/${page.pluginName}`;
+    if (!grouped.has(key)) {
+      grouped.set(key, { label: page.pluginLabel, pages: [] });
+    }
+    grouped.get(key)!.pages.push(page);
+  }
+
   return (
     <SidebarGroup>
-      <SidebarGroupLabel>{t('sidebar.pluginPages')}</SidebarGroupLabel>
+      <SidebarGroupLabel title={t('sidebar.pluginPagesTooltip')}>
+        {t('sidebar.pluginPages')}
+      </SidebarGroupLabel>
       <SidebarGroupContent>
         <SidebarMenu>
-          {pluginPages.map((page) => {
-            const isActive = currentId === page.id;
-            const route = `/home/plugin-pages?id=${encodeURIComponent(page.id)}`;
-            return (
-              <SidebarMenuItem key={page.id}>
-                <SidebarMenuButton
-                  isActive={isActive}
-                  tooltip={page.name}
-                  onClick={() => navigate(route)}
+          {Array.from(grouped.entries()).map(
+            ([pluginKey, { label, pages }]) => {
+              const hasActivePage = pages.some((p) => p.id === currentId);
+
+              // Single page — render directly without nesting
+              if (pages.length === 1) {
+                const page = pages[0];
+                const isActive = currentId === page.id;
+                const route = `/home/plugin-pages?id=${encodeURIComponent(page.id)}`;
+                return (
+                  <SidebarMenuItem key={page.id}>
+                    <SidebarMenuButton
+                      isActive={isActive}
+                      tooltip={page.name}
+                      onClick={() => navigate(route)}
+                    >
+                      <LayoutDashboard className="size-4 text-blue-500" />
+                      <span>{page.name}</span>
+                    </SidebarMenuButton>
+                  </SidebarMenuItem>
+                );
+              }
+
+              // Multiple pages — collapsible group
+              return (
+                <Collapsible
+                  key={pluginKey}
+                  defaultOpen={hasActivePage}
+                  className="group/collapsible"
                 >
-                  <LayoutDashboard className="size-4 text-blue-500" />
-                  <span>{page.name}</span>
-                </SidebarMenuButton>
-              </SidebarMenuItem>
-            );
-          })}
+                  <SidebarMenuItem>
+                    <CollapsibleTrigger asChild>
+                      <SidebarMenuButton tooltip={label}>
+                        <Puzzle className="size-4 text-blue-500" />
+                        <span>{label}</span>
+                        <ChevronRight className="ml-auto size-4 transition-transform duration-200 group-data-[state=open]/collapsible:rotate-90" />
+                      </SidebarMenuButton>
+                    </CollapsibleTrigger>
+                    <CollapsibleContent>
+                      <SidebarMenuSub>
+                        {pages.map((page) => {
+                          const isActive = currentId === page.id;
+                          const route = `/home/plugin-pages?id=${encodeURIComponent(page.id)}`;
+                          return (
+                            <SidebarMenuSubItem key={page.id}>
+                              <SidebarMenuSubButton
+                                isActive={isActive}
+                                onClick={() => navigate(route)}
+                              >
+                                <span>{page.name}</span>
+                              </SidebarMenuSubButton>
+                            </SidebarMenuSubItem>
+                          );
+                        })}
+                      </SidebarMenuSub>
+                    </CollapsibleContent>
+                  </SidebarMenuItem>
+                </Collapsible>
+              );
+            },
+          )}
         </SidebarMenu>
       </SidebarGroupContent>
     </SidebarGroup>
diff --git a/web/src/app/home/components/home-sidebar/SidebarDataContext.tsx b/web/src/app/home/components/home-sidebar/SidebarDataContext.tsx
index fb917f89..95fe10c0 100644
--- a/web/src/app/home/components/home-sidebar/SidebarDataContext.tsx
+++ b/web/src/app/home/components/home-sidebar/SidebarDataContext.tsx
@@ -37,6 +37,7 @@ export interface PluginPageItem {
   name: string; // display label
   pluginAuthor: string;
   pluginName: string;
+  pluginLabel: string; // human-readable plugin display name
   pageId: string;
   path: string; // asset path (HTML file)
   icon?: string; // optional icon name
@@ -191,6 +192,7 @@ export function SidebarDataProvider({
         const meta = plugin.manifest.manifest.metadata;
         const author = meta.author ?? '';
         const name = meta.name;
+        const label = meta.label ? extractI18nObject(meta.label) : name;
         const spec = plugin.manifest.manifest.spec;
         if (spec?.pages && Array.isArray(spec.pages)) {
           for (const page of spec.pages) {
@@ -202,6 +204,7 @@ export function SidebarDataProvider({
                 name: page.label ? extractI18nObject(page.label) : page.id,
                 pluginAuthor: author,
                 pluginName: name,
+                pluginLabel: label,
                 pageId: page.id,
                 path: page.path,
                 icon: page.icon,
diff --git a/web/src/i18n/locales/en-US.ts b/web/src/i18n/locales/en-US.ts
index 5880117c..b82ba13b 100644
--- a/web/src/i18n/locales/en-US.ts
+++ b/web/src/i18n/locales/en-US.ts
@@ -5,7 +5,8 @@ const enUS = {
     installedPlugins: 'Installed Plugins',
     pluginMarket: 'Marketplace',
     mcpServers: 'MCP Servers',
-    pluginPages: 'Extension Pages',
+    pluginPages: 'Plugin Pages',
+    pluginPagesTooltip: 'Visual pages provided by installed plugins',
     quickStart: 'Quick Start',
   },
   common: {
@@ -1294,8 +1295,8 @@ const enUS = {
     },
   },
   pluginPages: {
-    selectFromSidebar: 'Select an extension page from the sidebar',
-    invalidPage: 'Invalid extension page',
+    selectFromSidebar: 'Select a plugin page from the sidebar',
+    invalidPage: 'Invalid plugin page',
   },
 };
 
diff --git a/web/src/i18n/locales/zh-Hans.ts b/web/src/i18n/locales/zh-Hans.ts
index 1cac589c..8641428b 100644
--- a/web/src/i18n/locales/zh-Hans.ts
+++ b/web/src/i18n/locales/zh-Hans.ts
@@ -5,7 +5,8 @@ const zhHans = {
     installedPlugins: '已安装插件',
     pluginMarket: '插件市场',
     mcpServers: 'MCP 服务器',
-    pluginPages: '扩展页',
+    pluginPages: '插件页面',
+    pluginPagesTooltip: '由已安装的插件提供的可视化页面',
     quickStart: '快速开始向导',
   },
   common: {
@@ -1236,8 +1237,8 @@ const zhHans = {
     },
   },
   pluginPages: {
-    selectFromSidebar: '从侧边栏选择一个扩展页',
-    invalidPage: '无效的扩展页',
+    selectFromSidebar: '从侧边栏选择一个插件页面',
+    invalidPage: '无效的插件页面',
   },
 };