diff --git a/deploy/k8s/docker/serve.py b/deploy/k8s/docker/serve.py
index f1a1afe..89afb5e 100644
--- a/deploy/k8s/docker/serve.py
+++ b/deploy/k8s/docker/serve.py
@@ -120,8 +120,57 @@ class Handler(BaseHTTPRequestHandler):
             self._json(200, {"models": [BACKEND.model],
                              "backend": BACKEND.backend_name})
             return
+        if self.path in ("/", "/index.html"):
+            self._send_index()
+            return
         self._json(404, {"error": "not found", "path": self.path})
 
+    def _send_index(self) -> None:
+        """根路径欢迎页：列出可用接口，便于浏览器直接访问。"""
+        try:
+            h = BACKEND.health()
+            health_s = json.dumps(h, ensure_ascii=False)
+        except Exception as exc:  # noqa: BLE001
+            health_s = json.dumps({"status": "dry-run",
+                                   "reason": str(exc)[:80]},
+                                  ensure_ascii=False)
+        html = f"""<!DOCTYPE html>
+<html lang="zh-CN">
+<head>
+  <meta charset="utf-8">
+  <title>iAOP Inference Service</title>
+  <style>
+    body {{ font-family: "Microsoft YaHei", sans-serif; margin: 40px auto;
+           max-width: 720px; padding: 0 16px; color: #222; }}
+    h1 {{ color: #0b5; }}
+    code {{ background: #f4f4f4; padding: 2px 6px; border-radius: 4px; }}
+    li {{ margin: 8px 0; }}
+    .health {{ background: #eef; padding: 10px; border-radius: 6px;
+              word-break: break-all; }}
+  </style>
+</head>
+<body>
+  <h1>iAOP Inference Service</h1>
+  <p>iAOP-Core 推理服务（{BACKEND.backend_name} 后端 · {BACKEND.model}）。
+     当前为 dry-run 占位模式（未接入真实推理硬件/模型服务）。</p>
+  <h2>可用接口</h2>
+  <ul>
+    <li><a href="/health"><code>GET /health</code></a> — 健康巡检</li>
+    <li><a href="/v1/models"><code>GET /v1/models</code></a> — 模型信息</li>
+    <li><code>POST /v1/chat/completions</code> — OpenAI 兼容推理
+        <br>body: <code>{"{model, prompt, max_tokens}"}</code></li>
+  </ul>
+  <h2>当前健康状态</h2>
+  <div class="health">{health_s}</div>
+</body>
+</html>"""
+        body = html.encode("utf-8")
+        self.send_response(200)
+        self.send_header("Content-Type", "text/html; charset=utf-8")
+        self.send_header("Content-Length", str(len(body)))
+        self.end_headers()
+        self.wfile.write(body)
+
     def do_POST(self):  # noqa: N802 - http.server 命名
         if self.path == "/v1/chat/completions":
             body = self._read_body()
