diff --git a/frontend/src/views/admin/AccountsView.vue b/frontend/src/views/admin/AccountsView.vue
index 7b3e1c3f6..fce956e8e 100644
--- a/frontend/src/views/admin/AccountsView.vue
+++ b/frontend/src/views/admin/AccountsView.vue
@@ -252,7 +252,24 @@
           </template>
           <template #cell-name="{ row, value }">
             <div class="flex flex-col">
-              <span class="font-medium text-gray-900 dark:text-white">{{ value }}</span>
+              <HelpTooltip
+                v-if="accountHomepageUrl(row)"
+                :content="accountHomepageUrl(row)"
+                width-class="w-max max-w-sm break-all"
+                class="-ml-1 self-start"
+              >
+                <template #trigger>
+                  <a
+                    :href="accountHomepageUrl(row)"
+                    target="_blank"
+                    rel="noopener noreferrer"
+                    class="border-b border-dotted border-gray-300 font-medium text-gray-900 dark:border-gray-600 dark:text-white"
+                  >
+                    {{ value }}
+                  </a>
+                </template>
+              </HelpTooltip>
+              <span v-else class="font-medium text-gray-900 dark:text-white">{{ value }}</span>
               <span
                 v-if="accountDisplayEmail(row)"
                 class="text-xs text-gray-500 dark:text-gray-400 truncate max-w-[200px]"
@@ -523,6 +540,7 @@ import { buildOpenAIUsageRefreshKey } from '@/utils/accountUsageRefresh'
 import { formatDateTime, formatRelativeTime } from '@/utils/format'
 import { proxyExpiryBadgeClass, proxyExpiryLabelKey } from '@/utils/proxyExpiry'
 import { extractApiErrorMessage } from '@/utils/apiError'
+import { sanitizeUrl } from '@/utils/url'
 import type { Account, AccountPlatform, AccountSchedulerGroupScore, AccountType, Proxy as AccountProxy, AdminGroup, WindowStats, ClaudeModel, UpstreamBillingProbeSettings, UpstreamBillingProbeSnapshot } from '@/types'
 
 const { t } = useI18n()
@@ -1295,6 +1313,12 @@ function accountDisplayEmail(row: any): string {
   return row.extra?.email_address || row.extra?.email || row.credentials?.email || row.parent_email || ''
 }
 
+function accountHomepageUrl(row: Account): string {
+  if (row.type !== 'apikey' || typeof row.credentials?.base_url !== 'string') return ''
+  const baseUrl = sanitizeUrl(row.credentials.base_url)
+  return baseUrl ? new URL(baseUrl).origin : ''
+}
+
 type OpenAICompactBadgeState = 'active' | 'blocked' | 'auto'
 
 function getOpenAICompactState(row: any): OpenAICompactBadgeState | null {
diff --git a/frontend/src/views/admin/__tests__/AccountsView.sparkShadow.spec.ts b/frontend/src/views/admin/__tests__/AccountsView.sparkShadow.spec.ts
index aedf74ce9..b6a1dc465 100644
--- a/frontend/src/views/admin/__tests__/AccountsView.sparkShadow.spec.ts
+++ b/frontend/src/views/admin/__tests__/AccountsView.sparkShadow.spec.ts
@@ -5,6 +5,7 @@ import AccountsView from '../AccountsView.vue'
 import AccountActionMenu from '@/components/admin/account/AccountActionMenu.vue'
 import PlatformTypeBadge from '@/components/common/PlatformTypeBadge.vue'
 import ConfirmDialog from '@/components/common/ConfirmDialog.vue'
+import HelpTooltip from '@/components/common/HelpTooltip.vue'
 
 // 外审 F2:AccountActionMenu emit 'create-spark-shadow',但 AccountsView 此前未监听,
 // 导致按钮点击无效。本测试通过真实组件引用 emit 该事件,断言父页面接线调用 API。
@@ -207,7 +208,7 @@ describe('admin AccountsView — 外审 F2:spark 影子创建接线', () => {
   })
 })
 
-// Task 6: 影子行 parent_* OR 兜底展示
+// 账号行展示
 const mountViewWithRow = () =>
   mount(AccountsView, {
     global: {
@@ -255,7 +256,7 @@ const mountViewWithRow = () =>
     }
   })
 
-describe('admin AccountsView — 影子行 parent_* OR 兜底展示', () => {
+describe('admin AccountsView — 账号行展示', () => {
   beforeEach(() => {
     localStorage.clear()
     for (const fn of [listAccounts, listWithEtag, getBatchTodayStats, getAllProxies, getAllGroups, duplicateAccount, createSparkShadow, showSuccess, showError]) {
@@ -304,6 +305,47 @@ describe('admin AccountsView — 影子行 parent_* OR 兜底展示', () => {
     wrapper.unmount()
   })
 
+  it('仅将具有安全 base_url 的 API Key 账号名称链接到站点主页', async () => {
+    listAccounts.mockResolvedValue({
+      items: [
+        { id: 101, name: 'relay-account', platform: 'openai', type: 'apikey', credentials: { base_url: 'https://relay.example.com/api/v1/' } },
+        { id: 102, name: 'oauth-account', platform: 'openai', type: 'oauth', credentials: { base_url: 'https://oauth.example.com/v1' } },
+        { id: 103, name: 'invalid-url', platform: 'openai', type: 'apikey', credentials: { base_url: 'javascript:alert(1)' } },
+      ],
+      total: 3,
+      page: 1,
+      page_size: 20,
+      pages: 1,
+    })
+
+    const wrapper = mountViewWithRow()
+    await flushPromises()
+
+    const links = wrapper.findAll('a')
+    expect(links).toHaveLength(1)
+    const [link] = links
+    expect(link.text()).toBe('relay-account')
+    expect(link.attributes()).toMatchObject({
+      href: 'https://relay.example.com',
+      target: '_blank',
+      rel: 'noopener noreferrer',
+    })
+    expect(link.classes()).toEqual(expect.arrayContaining([
+      'border-dotted',
+      'text-gray-900',
+      'dark:text-white',
+    ]))
+    expect(link.classes()).not.toContain('text-primary-600')
+    const tooltip = wrapper.findComponent(HelpTooltip)
+    expect(tooltip.props('content')).toBe('https://relay.example.com')
+    expect(tooltip.props('widthClass')).toBe('w-max max-w-sm break-all')
+    expect(tooltip.classes()).toEqual(expect.arrayContaining(['self-start']))
+    expect(wrapper.text()).toContain('oauth-account')
+    expect(wrapper.text()).toContain('invalid-url')
+
+    wrapper.unmount()
+  })
+
   it('passes fresh Grok billing and quota snapshots before stale credential fallbacks', async () => {
     const grokAccounts = [
       {