diff --git a/tests/builtin_plugins/plugin_store/utils.py b/tests/builtin_plugins/plugin_store/utils.py
index 4271d15f..44b7330a 100644
--- a/tests/builtin_plugins/plugin_store/utils.py
+++ b/tests/builtin_plugins/plugin_store/utils.py
@@ -36,9 +36,10 @@ def init_mocked_api(mocked_api: MockRouter) -> None:
     ).respond(json=get_response_json("zhenxun_github_sub_tree.json"))
 
     mocked_api.head(
-        "https://raw.githubusercontent.com/zhenxun-org/zhenxun_bot_plugins/main/plugins.json",
-        name="head_basic_plugins",
+        "https://raw.githubusercontent.com/",
+        name="head_raw",
     ).respond(200, text="")
+
     mocked_api.get(
         "https://raw.githubusercontent.com/zhenxun-org/zhenxun_bot_plugins/main/plugins.json",
         name="basic_plugins",
@@ -47,6 +48,7 @@ def init_mocked_api(mocked_api: MockRouter) -> None:
         "https://cdn.jsdelivr.net/gh/zhenxun-org/zhenxun_bot_plugins@main/plugins.json",
         name="basic_plugins_jsdelivr",
     ).respond(200, json=get_response_json("basic_plugins.json"))
+
     mocked_api.get(
         "https://raw.githubusercontent.com/zhenxun-org/zhenxun_bot_plugins_index/index/plugins.json",
         name="extra_plugins",
@@ -55,6 +57,7 @@ def init_mocked_api(mocked_api: MockRouter) -> None:
         "https://cdn.jsdelivr.net/gh/zhenxun-org/zhenxun_bot_plugins_index@index/plugins.json",
         name="extra_plugins_jsdelivr",
     ).respond(200, json=get_response_json("extra_plugins.json"))
+
     mocked_api.get(
         "https://raw.githubusercontent.com/zhenxun-org/zhenxun_bot_plugins/main/plugins/search_image/__init__.py",
         name="search_image_plugin_file_init",
diff --git a/zhenxun/builtin_plugins/plugin_store/models.py b/zhenxun/builtin_plugins/plugin_store/models.py
index f69ecfa7..adf24826 100644
--- a/zhenxun/builtin_plugins/plugin_store/models.py
+++ b/zhenxun/builtin_plugins/plugin_store/models.py
@@ -70,11 +70,7 @@ class RepoInfo(BaseModel):
         """获取最快下载地址格式"""
         raw_format = "https://raw.githubusercontent.com/{owner}/{repo}/{branch}/{path}"
         patterns: dict[str, str] = {
-            (
-                "https://raw.githubusercontent.com"
-                "/zhenxun-org/zhenxun_bot_plugins/main"
-                "/plugins.json"
-            ): raw_format,
+            "https://raw.githubusercontent.com/": raw_format,
             "https://ghproxy.cc/": f"https://ghproxy.cc/{raw_format}",
             "https://mirror.ghproxy.com/": f"https://mirror.ghproxy.com/{raw_format}",
             "https://gh-proxy.com/": f"https://gh-proxy.com/{raw_format}",
diff --git a/zhenxun/utils/http_utils.py b/zhenxun/utils/http_utils.py
index 89536b7c..da33264a 100644
--- a/zhenxun/utils/http_utils.py
+++ b/zhenxun/utils/http_utils.py
@@ -196,18 +196,19 @@ class AsyncHttpx:
             for _ in range(3):
                 if not stream:
                     try:
-                        content = (
-                            await cls.get(
-                                url,
-                                params=params,
-                                headers=headers,
-                                cookies=cookies,
-                                use_proxy=use_proxy,
-                                proxy=proxy,
-                                timeout=timeout,
-                                **kwargs,
-                            )
-                        ).content
+                        response = await cls.get(
+                            url,
+                            params=params,
+                            headers=headers,
+                            cookies=cookies,
+                            use_proxy=use_proxy,
+                            proxy=proxy,
+                            timeout=timeout,
+                            follow_redirects=True,
+                            **kwargs,
+                        )
+                        response.raise_for_status()
+                        content = response.content
                         async with aiofiles.open(path, "wb") as wf:
                             await wf.write(content)
                             logger.info(f"下载 {url} 成功.. Path：{path.absolute()}")
@@ -230,8 +231,10 @@ class AsyncHttpx:
                                 headers=headers,
                                 cookies=cookies,
                                 timeout=timeout,
+                                follow_redirects=True,
                                 **kwargs,
                             ) as response:
+                                response.raise_for_status()
                                 logger.info(
                                     f"开始下载 {path.name}.. Path: {path.absolute()}"
                                 )
@@ -347,10 +350,9 @@ class AsyncHttpx:
             begin_time = time.time()
 
             response = await client.head(url=url, timeout=6)
-            response.raise_for_status()
 
             elapsed_time = (time.time() - begin_time) * 1000
-            content_length = int(response.headers["content-length"])
+            content_length = int(response.headers.get("content-length", 0))
 
             return {
                 "url": url,