diff --git a/app/adapters/external/server.py b/app/adapters/external/server.py
index 245d64450..7e8798755 100644
--- a/app/adapters/external/server.py
+++ b/app/adapters/external/server.py
@@ -167,15 +167,10 @@ class MoviePilotServerHelper:
         """
         获取当前 GitHub 用户名。
         """
-        if cls._github_user is None and get_runtime_setting('GITHUB_HEADERS'):
-            res = RequestUtils(
-                headers=get_runtime_setting('GITHUB_HEADERS'),
-                proxies=get_runtime_setting('PROXY'),
-                timeout=15,
-            ).get_res("https://api.github.com/user")
-            if res:
-                cls._github_user = res.json().get("login")
-                logger.info(f"当前Github用户: {cls._github_user}")
+        plan = cls._build_github_user_request()
+        if plan:
+            res = RequestUtils(**plan).get_res("https://api.github.com/user")
+            cls._remember_github_user(res)
         return cls._github_user or ""
 
     @classmethod
@@ -183,17 +178,31 @@ class MoviePilotServerHelper:
         """
         异步获取当前 GitHub 用户名。
         """
-        if cls._github_user is None and get_runtime_setting('GITHUB_HEADERS'):
-            res = await AsyncRequestUtils(
-                headers=get_runtime_setting('GITHUB_HEADERS'),
-                proxies=get_runtime_setting('PROXY'),
-                timeout=15,
-            ).get_res("https://api.github.com/user")
-            if res:
-                cls._github_user = res.json().get("login")
-                logger.info(f"当前Github用户: {cls._github_user}")
+        plan = cls._build_github_user_request()
+        if plan:
+            res = await AsyncRequestUtils(**plan).get_res("https://api.github.com/user")
+            cls._remember_github_user(res)
         return cls._github_user or ""
 
+    @classmethod
+    def _build_github_user_request(cls) -> Optional[Dict[str, Any]]:
+        """生成 GitHub 当前用户查询计划，已有缓存或未配置凭据时不发请求。"""
+        headers = get_runtime_setting('GITHUB_HEADERS')
+        if cls._github_user is not None or not headers:
+            return None
+        return {
+            "headers": headers,
+            "proxies": get_runtime_setting('PROXY'),
+            "timeout": 15,
+        }
+
+    @classmethod
+    def _remember_github_user(cls, response: Any) -> None:
+        """统一解释 GitHub 用户响应并更新同步异步共享的用户名缓存。"""
+        if response:
+            cls._github_user = response.json().get("login")
+            logger.info(f"当前Github用户: {cls._github_user}")
+
     @classmethod
     def user_permissions(cls, github_user: str):
         """
@@ -227,9 +236,7 @@ class MoviePilotServerHelper:
         if not github_user:
             return {}
         try:
-            res = cls.user_permissions(github_user)
-            if res is not None and res.status_code == 200:
-                return res.json()
+            return cls._handle_mapping_response(cls.user_permissions(github_user))
         except Exception as err:
             logger.debug(f"获取服务端用户权限失败：{str(err)}")
         return {}
@@ -243,11 +250,11 @@ class MoviePilotServerHelper:
         if not github_user:
             return {}
         try:
-            res = await cls.async_user_permissions(github_user)
-            if res is not None and res.status_code == 200:
-                return res.json()
+            return cls._handle_mapping_response(
+                await cls.async_user_permissions(github_user)
+            )
         except Exception as err:
-            logger.debug(f"异步获取服务端用户权限失败：{str(err)}")
+            logger.debug(f"获取服务端用户权限失败：{str(err)}")
         return {}
 
     @classmethod
@@ -255,19 +262,20 @@ class MoviePilotServerHelper:
         """
         判断当前用户是否为共享管理用户。
         """
-        permissions = cls.get_user_permissions()
-        return bool(
-            permissions.get("is_admin")
-            or permissions.get("subscribe_share_manage")
-            or permissions.get("workflow_share_manage")
-        )
+        return cls._permissions_allow_sharing(cls.get_user_permissions())
 
     @classmethod
     async def async_is_admin_user(cls) -> bool:
         """
         异步判断当前用户是否为共享管理用户。
         """
-        permissions = await cls.async_get_user_permissions()
+        return cls._permissions_allow_sharing(
+            await cls.async_get_user_permissions()
+        )
+
+    @staticmethod
+    def _permissions_allow_sharing(permissions: Dict[str, Any]) -> bool:
+        """按统一权限字段判断当前用户是否可管理共享内容。"""
         return bool(
             permissions.get("is_admin")
             or permissions.get("subscribe_share_manage")
@@ -293,14 +301,11 @@ class MoviePilotServerHelper:
         """
         上报当前安装实例的版本统计。
         """
-        if not get_runtime_setting('USAGE_STATISTIC_SHARE'):
-            return False
-        payload = cls.build_usage_payload()
-        if not payload.get("user_uid"):
+        payload = cls._build_usage_report_plan()
+        if not payload:
             return False
         try:
-            res = cls.usage_report(payload)
-            return bool(res is not None and res.status_code == 200)
+            return cls._response_succeeded(cls.usage_report(payload))
         except Exception as err:
             logger.debug(f"上报安装版本统计失败：{str(err)}")
             return False
@@ -310,18 +315,23 @@ class MoviePilotServerHelper:
         """
         异步上报当前安装实例的版本统计。
         """
-        if not get_runtime_setting('USAGE_STATISTIC_SHARE'):
-            return False
-        payload = cls.build_usage_payload()
-        if not payload.get("user_uid"):
+        payload = cls._build_usage_report_plan()
+        if not payload:
             return False
         try:
-            res = await cls.async_usage_report(payload)
-            return bool(res is not None and res.status_code == 200)
+            return cls._response_succeeded(await cls.async_usage_report(payload))
         except Exception as err:
-            logger.debug(f"异步上报安装版本统计失败：{str(err)}")
+            logger.debug(f"上报安装版本统计失败：{str(err)}")
             return False
 
+    @classmethod
+    def _build_usage_report_plan(cls) -> Optional[Dict[str, Any]]:
+        """在统计已启用且实例身份有效时生成版本统计载荷。"""
+        if not get_runtime_setting('USAGE_STATISTIC_SHARE'):
+            return None
+        payload = cls.build_usage_payload()
+        return payload if payload.get("user_uid") else None
+
     @classmethod
     async def async_get_usage_statistic(cls) -> Dict[str, Any]:
         """
@@ -330,9 +340,7 @@ class MoviePilotServerHelper:
         if not get_runtime_setting('USAGE_STATISTIC_SHARE'):
             return {}
         try:
-            res = await cls.async_usage_statistic()
-            if res is not None and res.status_code == 200:
-                return res.json()
+            return cls._handle_mapping_response(await cls.async_usage_statistic())
         except Exception as err:
             logger.debug(f"异步获取安装版本统计报表失败：{str(err)}")
         return {}
@@ -386,6 +394,18 @@ class MoviePilotServerHelper:
             return res.json()
         return []
 
+    @staticmethod
+    def _handle_mapping_response(res: Any) -> Dict[str, Any]:
+        """处理服务端返回的对象响应，非成功状态统一映射为空对象。"""
+        if res is not None and res.status_code == 200:
+            return res.json()
+        return {}
+
+    @staticmethod
+    def _response_succeeded(res: Any) -> bool:
+        """把同步与异步传输响应统一映射为服务端成功状态。"""
+        return bool(res is not None and res.status_code == 200)
+
     @staticmethod
     def _handle_response(res, clear_cache=None) -> Tuple[bool, str]:
         """
@@ -521,10 +541,7 @@ class MoviePilotServerHelper:
         """
         if not get_runtime_setting('PLUGIN_STATISTIC_SHARE'):
             return {}
-        res = cls.plugin_statistic()
-        if res is not None and res.status_code == 200:
-            return res.json()
-        return {}
+        return cls._handle_mapping_response(cls.plugin_statistic())
 
     @classmethod
     async def async_get_plugin_statistic(cls) -> Dict:
@@ -533,10 +550,7 @@ class MoviePilotServerHelper:
         """
         if not get_runtime_setting('PLUGIN_STATISTIC_SHARE'):
             return {}
-        res = await cls.async_plugin_statistic()
-        if res is not None and res.status_code == 200:
-            return res.json()
-        return {}
+        return cls._handle_mapping_response(await cls.async_plugin_statistic())
 
     @classmethod
     async def async_get_plugin_ratings(
@@ -595,30 +609,36 @@ class MoviePilotServerHelper:
         """
         上报单个插件安装统计。
         """
-        if not get_runtime_setting('PLUGIN_STATISTIC_SHARE'):
+        payload = cls._build_plugin_install_plan(plugin_id, repo_url)
+        if not payload:
             return False
-        if not plugin_id:
-            return False
-        res = cls.plugin_install(plugin_id, {
-            "plugin_id": plugin_id,
-            "repo_url": cls.sanitize_plugin_repo_url(repo_url),
-        })
-        return bool(res is not None and res.status_code == 200)
+        return cls._response_succeeded(cls.plugin_install(plugin_id, payload))
 
     @classmethod
     async def async_install_plugin_reg(cls, plugin_id: str, repo_url: Optional[str] = None) -> bool:
         """
         异步上报单个插件安装统计。
         """
-        if not get_runtime_setting('PLUGIN_STATISTIC_SHARE'):
+        payload = cls._build_plugin_install_plan(plugin_id, repo_url)
+        if not payload:
             return False
-        if not plugin_id:
-            return False
-        res = await cls.async_plugin_install(plugin_id, {
+        return cls._response_succeeded(
+            await cls.async_plugin_install(plugin_id, payload)
+        )
+
+    @classmethod
+    def _build_plugin_install_plan(
+            cls,
+            plugin_id: str,
+            repo_url: Optional[str],
+    ) -> Optional[Dict[str, Any]]:
+        """在插件统计已启用且插件身份有效时生成单次安装上报载荷。"""
+        if not get_runtime_setting('PLUGIN_STATISTIC_SHARE') or not plugin_id:
+            return None
+        return {
             "plugin_id": plugin_id,
             "repo_url": cls.sanitize_plugin_repo_url(repo_url),
-        })
-        return bool(res is not None and res.status_code == 200)
+        }
 
     @classmethod
     def install_plugin_report(cls, items: Optional[List[Tuple[str, Optional[str]]]] = None) -> bool:
@@ -810,6 +830,36 @@ class MoviePilotServerHelper:
             params["sort_type"] = sort_type
         return params
 
+    @classmethod
+    def _build_subscribe_query_plan(
+            cls,
+            **kwargs: Any,
+    ) -> Optional[Dict[str, Any]]:
+        """在订阅统计已启用时生成统计或分享列表查询计划。"""
+        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
+            return None
+        return cls._build_subscribe_query_params(**kwargs)
+
+    @classmethod
+    def _build_subscribe_statistic_plan(
+            cls,
+            item: Dict[str, Any],
+    ) -> Optional[Dict[str, Any]]:
+        """在订阅统计已启用且载荷有效时生成新增或完成上报计划。"""
+        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
+            return None
+        return cls._build_subscribe_statistic_payload(item)
+
+    @staticmethod
+    def _feature_disabled_result(
+            setting_key: str,
+            message: str,
+    ) -> Optional[Tuple[bool, str]]:
+        """将分享功能开关统一映射为可直接返回的禁用结果。"""
+        if not get_runtime_setting(setting_key):
+            return False, message
+        return None
+
     @classmethod
     @cached(region="subscribe_share", maxsize=32, ttl=1800, skip_empty=True)
     def get_subscribe_statistic(
@@ -825,9 +875,7 @@ class MoviePilotServerHelper:
         """
         获取订阅统计数据。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return []
-        params = cls._build_subscribe_query_params(
+        params = cls._build_subscribe_query_plan(
             page=page,
             count=count,
             genre_id=genre_id,
@@ -836,6 +884,8 @@ class MoviePilotServerHelper:
             sort_type=sort_type,
             stype=stype,
         )
+        if params is None:
+            return []
         return cls._handle_list_response(cls.subscribe_statistic(params))
 
     @classmethod
@@ -853,9 +903,7 @@ class MoviePilotServerHelper:
         """
         异步获取订阅统计数据。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return []
-        params = cls._build_subscribe_query_params(
+        params = cls._build_subscribe_query_plan(
             page=page,
             count=count,
             genre_id=genre_id,
@@ -864,6 +912,8 @@ class MoviePilotServerHelper:
             sort_type=sort_type,
             stype=stype,
         )
+        if params is None:
+            return []
         return cls._handle_list_response(await cls.async_subscribe_statistic(params))
 
     @classmethod
@@ -871,26 +921,20 @@ class MoviePilotServerHelper:
         """
         新增订阅统计。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return False
-        payload = cls._build_subscribe_statistic_payload(sub)
+        payload = cls._build_subscribe_statistic_plan(sub)
         if not payload:
             return False
-        res = cls.subscribe_add(payload)
-        return bool(res is not None and res.status_code == 200)
+        return cls._response_succeeded(cls.subscribe_add(payload))
 
     @classmethod
     async def async_sub_reg(cls, sub: dict) -> bool:
         """
         异步新增订阅统计。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return False
-        payload = cls._build_subscribe_statistic_payload(sub)
+        payload = cls._build_subscribe_statistic_plan(sub)
         if not payload:
             return False
-        res = await cls.async_subscribe_add(payload)
-        return bool(res is not None and res.status_code == 200)
+        return cls._response_succeeded(await cls.async_subscribe_add(payload))
 
     @classmethod
     def sub_reg_durable(cls, sub: dict) -> bool:
@@ -911,24 +955,18 @@ class MoviePilotServerHelper:
         """
         完成订阅统计。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return False
-        payload = cls._build_subscribe_statistic_payload(sub)
+        payload = cls._build_subscribe_statistic_plan(sub)
         if not payload:
             return False
-        res = cls.subscribe_done(payload)
-        return bool(res is not None and res.status_code == 200)
+        return cls._response_succeeded(cls.subscribe_done(payload))
 
     @classmethod
     async def async_sub_done(cls, sub: dict) -> bool:
         """异步完成订阅统计，并仅在服务端确认成功时返回 True。"""
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return False
-        payload = cls._build_subscribe_statistic_payload(sub)
+        payload = cls._build_subscribe_statistic_plan(sub)
         if not payload:
             return False
-        res = await cls.async_subscribe_done(payload)
-        return bool(res is not None and res.status_code == 200)
+        return cls._response_succeeded(await cls.async_subscribe_done(payload))
 
     @classmethod
     def sub_done_durable(cls, sub: dict) -> bool:
@@ -1061,8 +1099,12 @@ class MoviePilotServerHelper:
         """
         删除订阅分享。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return False, "当前没有开启订阅数据共享功能"
+        disabled = cls._feature_disabled_result(
+            'SUBSCRIBE_STATISTIC_SHARE',
+            "当前没有开启订阅数据共享功能",
+        )
+        if disabled:
+            return disabled
         return cls._handle_response(
             cls.subscribe_share_delete(share_id, cls.get_user_uuid()),
             cls._clear_subscribe_share_cache,
@@ -1073,8 +1115,12 @@ class MoviePilotServerHelper:
         """
         异步删除订阅分享。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return False, "当前没有开启订阅数据共享功能"
+        disabled = cls._feature_disabled_result(
+            'SUBSCRIBE_STATISTIC_SHARE',
+            "当前没有开启订阅数据共享功能",
+        )
+        if disabled:
+            return disabled
         return cls._handle_response(
             await cls.async_subscribe_share_delete(share_id, cls.get_user_uuid()),
             cls._clear_subscribe_share_cache,
@@ -1085,8 +1131,12 @@ class MoviePilotServerHelper:
         """
         复用订阅分享。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return False, "当前没有开启订阅数据共享功能"
+        disabled = cls._feature_disabled_result(
+            'SUBSCRIBE_STATISTIC_SHARE',
+            "当前没有开启订阅数据共享功能",
+        )
+        if disabled:
+            return disabled
         return cls._handle_response(cls.subscribe_fork(share_id))
 
     @classmethod
@@ -1094,8 +1144,12 @@ class MoviePilotServerHelper:
         """
         异步复用订阅分享。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return False, "当前没有开启订阅数据共享功能"
+        disabled = cls._feature_disabled_result(
+            'SUBSCRIBE_STATISTIC_SHARE',
+            "当前没有开启订阅数据共享功能",
+        )
+        if disabled:
+            return disabled
         return cls._handle_response(await cls.async_subscribe_fork(share_id))
 
     @classmethod
@@ -1113,9 +1167,7 @@ class MoviePilotServerHelper:
         """
         获取订阅分享数据。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return []
-        params = cls._build_subscribe_query_params(
+        params = cls._build_subscribe_query_plan(
             page=page,
             count=count,
             genre_id=genre_id,
@@ -1124,6 +1176,8 @@ class MoviePilotServerHelper:
             sort_type=sort_type,
             name=name,
         )
+        if params is None:
+            return []
         return cls._handle_list_response(cls.subscribe_shares(params))
 
     @classmethod
@@ -1141,9 +1195,7 @@ class MoviePilotServerHelper:
         """
         异步获取订阅分享数据。
         """
-        if not get_runtime_setting('SUBSCRIBE_STATISTIC_SHARE'):
-            return []
-        params = cls._build_subscribe_query_params(
+        params = cls._build_subscribe_query_plan(
             page=page,
             count=count,
             genre_id=genre_id,
@@ -1152,6 +1204,8 @@ class MoviePilotServerHelper:
             sort_type=sort_type,
             name=name,
         )
+        if params is None:
+            return []
         return cls._handle_list_response(await cls.async_subscribe_shares(params))
 
     @classmethod
@@ -1245,6 +1299,17 @@ class MoviePilotServerHelper:
         """
         return cls._sharing_service().prepare_workflow(workflow)
 
+    @staticmethod
+    def _build_workflow_query_plan(
+            name: Optional[str],
+            page: Optional[int],
+            count: Optional[int],
+    ) -> Optional[Dict[str, Any]]:
+        """在工作流分享已启用时生成列表查询计划。"""
+        if not get_runtime_setting('WORKFLOW_STATISTIC_SHARE'):
+            return None
+        return {"name": name, "page": page, "count": count}
+
     @classmethod
     def workflow_share_by_id(
             cls,
@@ -1288,8 +1353,12 @@ class MoviePilotServerHelper:
         """
         删除工作流分享。
         """
-        if not get_runtime_setting('WORKFLOW_STATISTIC_SHARE'):
-            return False, "当前没有开启工作流数据共享功能"
+        disabled = cls._feature_disabled_result(
+            'WORKFLOW_STATISTIC_SHARE',
+            "当前没有开启工作流数据共享功能",
+        )
+        if disabled:
+            return disabled
         return cls._handle_response(
             cls.workflow_share_delete(share_id, cls.get_user_uuid()),
             cls._clear_workflow_share_cache,
@@ -1300,8 +1369,12 @@ class MoviePilotServerHelper:
         """
         异步删除工作流分享。
         """
-        if not get_runtime_setting('WORKFLOW_STATISTIC_SHARE'):
-            return False, "当前没有开启工作流数据共享功能"
+        disabled = cls._feature_disabled_result(
+            'WORKFLOW_STATISTIC_SHARE',
+            "当前没有开启工作流数据共享功能",
+        )
+        if disabled:
+            return disabled
         return cls._handle_response(
             await cls.async_workflow_share_delete(share_id, cls.get_user_uuid()),
             cls._clear_workflow_share_cache,
@@ -1312,8 +1385,12 @@ class MoviePilotServerHelper:
         """
         复用工作流分享。
         """
-        if not get_runtime_setting('WORKFLOW_STATISTIC_SHARE'):
-            return False, "当前没有开启工作流数据共享功能"
+        disabled = cls._feature_disabled_result(
+            'WORKFLOW_STATISTIC_SHARE',
+            "当前没有开启工作流数据共享功能",
+        )
+        if disabled:
+            return disabled
         return cls._handle_response(cls.workflow_fork(share_id))
 
     @classmethod
@@ -1321,8 +1398,12 @@ class MoviePilotServerHelper:
         """
         异步复用工作流分享。
         """
-        if not get_runtime_setting('WORKFLOW_STATISTIC_SHARE'):
-            return False, "当前没有开启工作流数据共享功能"
+        disabled = cls._feature_disabled_result(
+            'WORKFLOW_STATISTIC_SHARE',
+            "当前没有开启工作流数据共享功能",
+        )
+        if disabled:
+            return disabled
         return cls._handle_response(await cls.async_workflow_fork(share_id))
 
     @classmethod
@@ -1336,13 +1417,10 @@ class MoviePilotServerHelper:
         """
         获取工作流分享数据。
         """
-        if not get_runtime_setting('WORKFLOW_STATISTIC_SHARE'):
+        params = cls._build_workflow_query_plan(name, page, count)
+        if params is None:
             return []
-        return cls._handle_list_response(cls.workflow_shares({
-            "name": name,
-            "page": page,
-            "count": count,
-        }))
+        return cls._handle_list_response(cls.workflow_shares(params))
 
     @classmethod
     @cached(region="workflow_share", maxsize=1, skip_empty=True)
@@ -1355,13 +1433,10 @@ class MoviePilotServerHelper:
         """
         异步获取工作流分享数据。
         """
-        if not get_runtime_setting('WORKFLOW_STATISTIC_SHARE'):
+        params = cls._build_workflow_query_plan(name, page, count)
+        if params is None:
             return []
-        return cls._handle_list_response(await cls.async_workflow_shares({
-            "name": name,
-            "page": page,
-            "count": count,
-        }))
+        return cls._handle_list_response(await cls.async_workflow_shares(params))
 
     @classmethod
     def _validate_workflow(cls, workflow) -> Tuple[bool, str]:
@@ -1383,45 +1458,97 @@ class MoviePilotServerHelper:
             return None
         return f"{server_host}{cls._RECOGNIZE_SHARE_PATH}"
 
+    @classmethod
+    def _build_recognize_transport_plan(
+            cls,
+            data: Dict[str, Any],
+    ) -> Optional[Tuple[str, Dict[str, Any]]]:
+        """把共享识别地址与已验证请求数据组合成纯传输计划。"""
+        api_url = cls.recognize_share_url()
+        if not api_url:
+            return None
+        return api_url, data
+
+    @classmethod
+    def _build_recognize_query_plan(
+            cls,
+            meta: Optional[MetaBase],
+            mtype: Optional[MediaType] = None,
+            keyword_meta: Optional[MetaBase] = None,
+            music_type: Optional[str] = None,
+    ) -> Optional[Tuple[Dict[str, Any], Optional[str]]]:
+        """在共享识别已启用且关键字有效时生成查询计划。"""
+        if not get_runtime_setting('MEDIA_RECOGNIZE_SHARE'):
+            return None
+        params = cls._build_recognize_query_params(
+            meta=meta,
+            mtype=mtype,
+            keyword_meta=keyword_meta,
+            music_type=music_type,
+        )
+        if not params:
+            return None
+        return params, params.get("keyword")
+
+    @classmethod
+    def _build_recognize_report_plan(
+            cls,
+            meta: Optional[MetaBase],
+            mediainfo: Optional[Union[MediaInfo, MusicInfo]],
+            keyword_meta: Optional[MetaBase] = None,
+    ) -> Optional[Dict[str, Any]]:
+        """在共享识别已启用且统一媒体身份完整时生成上报载荷。"""
+        if not get_runtime_setting('MEDIA_RECOGNIZE_SHARE'):
+            return None
+        return cls._build_recognize_report_payload(
+            meta=meta,
+            mediainfo=mediainfo,
+            keyword_meta=keyword_meta,
+        )
+
     @classmethod
     def recognize_query(cls, params: Dict[str, Any]):
         """
         查询共享识别结果。
         """
-        api_url = cls.recognize_share_url()
-        if not api_url:
+        plan = cls._build_recognize_transport_plan(params)
+        if not plan:
             return None
-        return cls._get(api_url, params=params, timeout=5)
+        api_url, request_data = plan
+        return cls._get(api_url, params=request_data, timeout=5)
 
     @classmethod
     async def async_recognize_query(cls, params: Dict[str, Any]):
         """
         异步查询共享识别结果。
         """
-        api_url = cls.recognize_share_url()
-        if not api_url:
+        plan = cls._build_recognize_transport_plan(params)
+        if not plan:
             return None
-        return await cls._async_get(api_url, params=params, timeout=5)
+        api_url, request_data = plan
+        return await cls._async_get(api_url, params=request_data, timeout=5)
 
     @classmethod
     def recognize_report(cls, payload: Dict[str, Any]):
         """
         上报共享识别结果。
         """
-        api_url = cls.recognize_share_url()
-        if not api_url:
+        plan = cls._build_recognize_transport_plan(payload)
+        if not plan:
             return None
-        return cls._post_json(api_url, payload, timeout=5)
+        api_url, request_data = plan
+        return cls._post_json(api_url, request_data, timeout=5)
 
     @classmethod
     async def async_recognize_report(cls, payload: Dict[str, Any]):
         """
         异步上报共享识别结果。
         """
-        api_url = cls.recognize_share_url()
-        if not api_url:
+        plan = cls._build_recognize_transport_plan(payload)
+        if not plan:
             return None
-        return await cls._async_post_json(api_url, payload, timeout=5)
+        api_url, request_data = plan
+        return await cls._async_post_json(api_url, request_data, timeout=5)
 
     @classmethod
     def query_recognize_share(
@@ -1434,18 +1561,17 @@ class MoviePilotServerHelper:
         """
         查询共享识别结果。
         """
-        if not get_runtime_setting('MEDIA_RECOGNIZE_SHARE'):
-            return None
-        params = cls._build_recognize_query_params(
+        plan = cls._build_recognize_query_plan(
             meta=meta,
             mtype=mtype,
             keyword_meta=keyword_meta,
             music_type=music_type,
         )
-        if not params:
+        if not plan:
             return None
+        params, keyword = plan
         response = cls.recognize_query(params)
-        return cls._parse_recognize_response(response, params.get("keyword"))
+        return cls._parse_recognize_response(response, keyword)
 
     @classmethod
     async def async_query_recognize_share(
@@ -1458,18 +1584,17 @@ class MoviePilotServerHelper:
         """
         异步查询共享识别结果。
         """
-        if not get_runtime_setting('MEDIA_RECOGNIZE_SHARE'):
-            return None
-        params = cls._build_recognize_query_params(
+        plan = cls._build_recognize_query_plan(
             meta=meta,
             mtype=mtype,
             keyword_meta=keyword_meta,
             music_type=music_type,
         )
-        if not params:
+        if not plan:
             return None
+        params, keyword = plan
         response = await cls.async_recognize_query(params)
-        return cls._parse_recognize_response(response, params.get("keyword"))
+        return cls._parse_recognize_response(response, keyword)
 
     @classmethod
     def report_recognize_share(
@@ -1481,14 +1606,12 @@ class MoviePilotServerHelper:
         """
         上报共享识别结果，电影、电视剧、音乐共用。
         """
-        if not get_runtime_setting('MEDIA_RECOGNIZE_SHARE'):
-            return False
-        payload = cls._build_recognize_report_payload(
+        payload = cls._build_recognize_report_plan(
             meta=meta,
             mediainfo=mediainfo,
             keyword_meta=keyword_meta,
         )
-        if not payload:
+        if payload is None:
             return False
         response = cls.recognize_report(payload)
         return cls._parse_recognize_report_response(response)
@@ -1503,14 +1626,12 @@ class MoviePilotServerHelper:
         """
         异步上报共享识别结果，电影、电视剧、音乐共用。
         """
-        if not get_runtime_setting('MEDIA_RECOGNIZE_SHARE'):
-            return False
-        payload = cls._build_recognize_report_payload(
+        payload = cls._build_recognize_report_plan(
             meta=meta,
             mediainfo=mediainfo,
             keyword_meta=keyword_meta,
         )
-        if not payload:
+        if payload is None:
             return False
         response = await cls.async_recognize_report(payload)
         return cls._parse_recognize_report_response(response)
diff --git a/tests/test_server_adapter_parity.py b/tests/test_server_adapter_parity.py
new file mode 100644
index 000000000..d44e8bef5
--- /dev/null
+++ b/tests/test_server_adapter_parity.py
@@ -0,0 +1,471 @@
+"""MoviePilot 中心服务适配器同步异步一致性测试。"""
+
+from types import SimpleNamespace
+from unittest.mock import AsyncMock, Mock
+
+import pytest
+
+from app.adapters.external import server as server_module
+from app.adapters.external.server import MoviePilotServerHelper
+
+
+@pytest.fixture(autouse=True)
+def _reset_server_identity_cache():
+    """隔离中心服务用户名缓存，避免同步入口短路异步入口。"""
+    previous_user = MoviePilotServerHelper._github_user
+    MoviePilotServerHelper._github_user = None
+    yield
+    MoviePilotServerHelper._github_user = previous_user
+
+
+def _response(status_code: int, payload: object) -> SimpleNamespace:
+    """构造不会触发真实网络的最小 HTTP 响应。"""
+    return SimpleNamespace(status_code=status_code, json=Mock(return_value=payload))
+
+
+def _settings(monkeypatch, **values) -> None:
+    """只为当前用例注入中心服务配置。"""
+    monkeypatch.setattr(
+        server_module,
+        "get_runtime_setting",
+        lambda key: values.get(key),
+    )
+
+
+@pytest.mark.asyncio
+async def test_github_user_sync_async_use_same_request_plan(monkeypatch) -> None:
+    """GitHub 用户同步异步入口必须使用同一凭据、代理和响应映射。"""
+    response = _response(200, {"login": "moviepilot"})
+    sync_client = Mock()
+    sync_client.get_res.return_value = response
+    async_client = Mock()
+    async_client.get_res = AsyncMock(return_value=response)
+    sync_factory = Mock(return_value=sync_client)
+    async_factory = Mock(return_value=async_client)
+    _settings(
+        monkeypatch,
+        GITHUB_HEADERS={"Authorization": "token"},
+        PROXY={"https": "http://proxy"},
+    )
+    monkeypatch.setattr(server_module, "RequestUtils", sync_factory)
+    monkeypatch.setattr(server_module, "AsyncRequestUtils", async_factory)
+
+    sync_result = MoviePilotServerHelper.get_github_user()
+    MoviePilotServerHelper._github_user = None
+    async_result = await MoviePilotServerHelper.async_get_github_user()
+
+    assert sync_result == async_result == "moviepilot"
+    assert sync_factory.call_args.kwargs == async_factory.call_args.kwargs == {
+        "headers": {"Authorization": "token"},
+        "proxies": {"https": "http://proxy"},
+        "timeout": 15,
+    }
+    sync_client.get_res.assert_called_once_with("https://api.github.com/user")
+    async_client.get_res.assert_awaited_once_with("https://api.github.com/user")
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ("status_code", "payload", "expected"),
+    [
+        (200, {"is_admin": True}, {"is_admin": True}),
+        (403, {"message": "forbidden"}, {}),
+    ],
+)
+async def test_user_permissions_sync_async_classify_response_identically(
+    monkeypatch,
+    status_code: int,
+    payload: dict,
+    expected: dict,
+) -> None:
+    """用户权限同步异步入口必须共享 HTTP 状态和对象响应分类。"""
+    response = _response(status_code, payload)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "get_github_user",
+        Mock(return_value="moviepilot"),
+    )
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_get_github_user",
+        AsyncMock(return_value="moviepilot"),
+    )
+    sync_request = Mock(return_value=response)
+    async_request = AsyncMock(return_value=response)
+    monkeypatch.setattr(MoviePilotServerHelper, "user_permissions", sync_request)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_user_permissions",
+        async_request,
+    )
+
+    sync_result = MoviePilotServerHelper.get_user_permissions()
+    async_result = await MoviePilotServerHelper.async_get_user_permissions()
+
+    assert sync_result == async_result == expected
+    sync_request.assert_called_once_with("moviepilot")
+    async_request.assert_awaited_once_with("moviepilot")
+
+
+@pytest.mark.asyncio
+async def test_user_permissions_sync_async_map_transport_failure_identically(
+    monkeypatch,
+) -> None:
+    """用户权限同步异步传输异常都必须回退为空权限。"""
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "get_github_user",
+        Mock(return_value="moviepilot"),
+    )
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_get_github_user",
+        AsyncMock(return_value="moviepilot"),
+    )
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "user_permissions",
+        Mock(side_effect=RuntimeError("offline")),
+    )
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_user_permissions",
+        AsyncMock(side_effect=RuntimeError("offline")),
+    )
+
+    assert MoviePilotServerHelper.get_user_permissions() == {}
+    assert await MoviePilotServerHelper.async_get_user_permissions() == {}
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ("enabled", "user_uid", "status_code", "expected"),
+    [
+        (False, "uid-1", 200, False),
+        (True, "", 200, False),
+        (True, "uid-1", 500, False),
+        (True, "uid-1", 200, True),
+    ],
+)
+async def test_usage_report_sync_async_share_preflight_and_result_mapping(
+    monkeypatch,
+    enabled: bool,
+    user_uid: str,
+    status_code: int,
+    expected: bool,
+) -> None:
+    """版本统计开关、实例身份和成功状态必须由同一计划解释。"""
+    payload = {"user_uid": user_uid, "backend_version": "3.0.0"}
+    response = _response(status_code, {})
+    _settings(monkeypatch, USAGE_STATISTIC_SHARE=enabled)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "build_usage_payload",
+        Mock(return_value=payload),
+    )
+    sync_request = Mock(return_value=response)
+    async_request = AsyncMock(return_value=response)
+    monkeypatch.setattr(MoviePilotServerHelper, "usage_report", sync_request)
+    monkeypatch.setattr(MoviePilotServerHelper, "async_usage_report", async_request)
+
+    sync_result = MoviePilotServerHelper.report_usage()
+    async_result = await MoviePilotServerHelper.async_report_usage()
+
+    assert sync_result == async_result == expected
+    if enabled and user_uid:
+        sync_request.assert_called_once_with(payload)
+        async_request.assert_awaited_once_with(payload)
+    else:
+        sync_request.assert_not_called()
+        async_request.assert_not_awaited()
+
+
+@pytest.mark.asyncio
+async def test_usage_report_sync_async_map_transport_failure_identically(
+    monkeypatch,
+) -> None:
+    """版本统计同步异步传输异常都必须映射为上报失败。"""
+    _settings(monkeypatch, USAGE_STATISTIC_SHARE=True)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "build_usage_payload",
+        Mock(return_value={"user_uid": "uid-1"}),
+    )
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "usage_report",
+        Mock(side_effect=RuntimeError("offline")),
+    )
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_usage_report",
+        AsyncMock(side_effect=RuntimeError("offline")),
+    )
+
+    assert MoviePilotServerHelper.report_usage() is False
+    assert await MoviePilotServerHelper.async_report_usage() is False
+
+
+@pytest.mark.asyncio
+async def test_plugin_install_sync_async_share_payload_and_result(monkeypatch) -> None:
+    """插件安装统计同步异步入口必须使用同一脱敏载荷和成功分类。"""
+    response = _response(200, {})
+    _settings(monkeypatch, PLUGIN_STATISTIC_SHARE=True)
+    sync_request = Mock(return_value=response)
+    async_request = AsyncMock(return_value=response)
+    monkeypatch.setattr(MoviePilotServerHelper, "plugin_install", sync_request)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_plugin_install",
+        async_request,
+    )
+
+    sync_result = MoviePilotServerHelper.install_plugin_reg(
+        "DemoPlugin",
+        "local://DemoPlugin?version=v3",
+    )
+    async_result = await MoviePilotServerHelper.async_install_plugin_reg(
+        "DemoPlugin",
+        "local://DemoPlugin?version=v3",
+    )
+
+    expected_payload = {
+        "plugin_id": "DemoPlugin",
+        "repo_url": "local://DemoPlugin?version=v3",
+    }
+    assert sync_result == async_result is True
+    sync_request.assert_called_once_with("DemoPlugin", expected_payload)
+    async_request.assert_awaited_once_with("DemoPlugin", expected_payload)
+
+
+@pytest.mark.asyncio
+async def test_plugin_statistic_sync_async_share_response_classification(
+    monkeypatch,
+) -> None:
+    """插件统计同步异步入口必须共享功能开关和对象响应分类。"""
+    response = _response(200, {"DemoPlugin": 3})
+    _settings(monkeypatch, PLUGIN_STATISTIC_SHARE=True)
+    sync_request = Mock(return_value=response)
+    async_request = AsyncMock(return_value=response)
+    monkeypatch.setattr(MoviePilotServerHelper, "plugin_statistic", sync_request)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_plugin_statistic",
+        async_request,
+    )
+    MoviePilotServerHelper.get_plugin_statistic.cache_clear()
+
+    sync_result = MoviePilotServerHelper.get_plugin_statistic()
+    async_result = await MoviePilotServerHelper.async_get_plugin_statistic()
+
+    assert sync_result == async_result == {"DemoPlugin": 3}
+    sync_request.assert_called_once_with()
+    async_request.assert_awaited_once_with()
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ("sync_name", "async_name", "sync_transport", "async_transport"),
+    [
+        ("sub_reg", "async_sub_reg", "subscribe_add", "async_subscribe_add"),
+        ("sub_done", "async_sub_done", "subscribe_done", "async_subscribe_done"),
+    ],
+)
+async def test_subscribe_statistic_sync_async_share_payload_and_result(
+    monkeypatch,
+    sync_name: str,
+    async_name: str,
+    sync_transport: str,
+    async_transport: str,
+) -> None:
+    """订阅新增与完成统计必须共享功能开关、载荷生成和成功分类。"""
+    response = _response(200, {})
+    payload = {"media_source": "tmdb", "media_id": "1"}
+    _settings(monkeypatch, SUBSCRIBE_STATISTIC_SHARE=True)
+    payload_builder = Mock(return_value=payload)
+    sync_request = Mock(return_value=response)
+    async_request = AsyncMock(return_value=response)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "_build_subscribe_statistic_payload",
+        payload_builder,
+    )
+    monkeypatch.setattr(MoviePilotServerHelper, sync_transport, sync_request)
+    monkeypatch.setattr(MoviePilotServerHelper, async_transport, async_request)
+
+    sync_result = getattr(MoviePilotServerHelper, sync_name)({"id": 1})
+    async_result = await getattr(MoviePilotServerHelper, async_name)({"id": 1})
+
+    assert sync_result == async_result is True
+    assert payload_builder.call_count == 2
+    sync_request.assert_called_once_with(payload)
+    async_request.assert_awaited_once_with(payload)
+
+
+@pytest.mark.asyncio
+async def test_subscribe_list_sync_async_share_query_and_result(monkeypatch) -> None:
+    """订阅分享列表同步异步入口必须共享筛选参数和列表响应分类。"""
+    response = _response(200, [{"id": 1}])
+    _settings(monkeypatch, SUBSCRIBE_STATISTIC_SHARE=True)
+    sync_request = Mock(return_value=response)
+    async_request = AsyncMock(return_value=response)
+    monkeypatch.setattr(MoviePilotServerHelper, "subscribe_shares", sync_request)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_subscribe_shares",
+        async_request,
+    )
+    MoviePilotServerHelper.get_subscribe_shares.cache_clear()
+    await MoviePilotServerHelper.async_get_subscribe_shares.cache_clear()
+
+    sync_result = MoviePilotServerHelper.get_subscribe_shares(
+        name="Demo",
+        page=2,
+        count=10,
+        genre_id=16,
+        min_rating=7.0,
+        sort_type="rating",
+    )
+    await MoviePilotServerHelper.async_get_subscribe_shares.cache_clear()
+    async_result = await MoviePilotServerHelper.async_get_subscribe_shares(
+        name="Demo",
+        page=2,
+        count=10,
+        genre_id=16,
+        min_rating=7.0,
+        sort_type="rating",
+    )
+
+    expected_params = {
+        "page": 2,
+        "count": 10,
+        "name": "Demo",
+        "genre_id": 16,
+        "min_rating": 7.0,
+        "sort_type": "rating",
+    }
+    assert sync_result == async_result == [{"id": 1}]
+    sync_request.assert_called_once_with(expected_params)
+    async_request.assert_awaited_once_with(expected_params)
+
+
+@pytest.mark.asyncio
+async def test_workflow_list_sync_async_share_query_and_result(monkeypatch) -> None:
+    """工作流分享列表同步异步入口必须共享开关、分页计划和结果分类。"""
+    response = _response(200, [{"id": 2}])
+    _settings(monkeypatch, WORKFLOW_STATISTIC_SHARE=True)
+    sync_request = Mock(return_value=response)
+    async_request = AsyncMock(return_value=response)
+    monkeypatch.setattr(MoviePilotServerHelper, "workflow_shares", sync_request)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_workflow_shares",
+        async_request,
+    )
+    MoviePilotServerHelper.get_workflow_shares.cache_clear()
+    await MoviePilotServerHelper.async_get_workflow_shares.cache_clear()
+
+    sync_result = MoviePilotServerHelper.get_workflow_shares("Demo", 3, 20)
+    await MoviePilotServerHelper.async_get_workflow_shares.cache_clear()
+    async_result = await MoviePilotServerHelper.async_get_workflow_shares(
+        "Demo", 3, 20
+    )
+
+    expected_params = {"name": "Demo", "page": 3, "count": 20}
+    assert sync_result == async_result == [{"id": 2}]
+    sync_request.assert_called_once_with(expected_params)
+    async_request.assert_awaited_once_with(expected_params)
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ("setting_key", "sync_name", "async_name", "message"),
+    [
+        (
+            "SUBSCRIBE_STATISTIC_SHARE",
+            "share_delete",
+            "async_share_delete",
+            "当前没有开启订阅数据共享功能",
+        ),
+        (
+            "WORKFLOW_STATISTIC_SHARE",
+            "workflow_share_delete_by_id",
+            "async_workflow_share_delete_by_id",
+            "当前没有开启工作流数据共享功能",
+        ),
+    ],
+)
+async def test_share_delete_sync_async_use_same_disabled_result(
+    monkeypatch,
+    setting_key: str,
+    sync_name: str,
+    async_name: str,
+    message: str,
+) -> None:
+    """订阅与工作流删除入口必须共享禁用状态和失败文案。"""
+    _settings(monkeypatch, **{setting_key: False})
+
+    sync_result = getattr(MoviePilotServerHelper, sync_name)(9)
+    async_result = await getattr(MoviePilotServerHelper, async_name)(9)
+
+    assert sync_result == async_result == (False, message)
+
+
+@pytest.mark.asyncio
+async def test_recognize_query_sync_async_share_plan_and_result(monkeypatch) -> None:
+    """共享识别查询必须共用启用判断、查询计划和业务响应解析。"""
+    response = _response(200, {"code": 0, "data": {"item": {"media_id": "1"}}})
+    params = {"keyword": "Demo", "type": "movie"}
+    _settings(monkeypatch, MEDIA_RECOGNIZE_SHARE=True)
+    builder = Mock(return_value=params)
+    sync_request = Mock(return_value=response)
+    async_request = AsyncMock(return_value=response)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "_build_recognize_query_params",
+        builder,
+    )
+    monkeypatch.setattr(MoviePilotServerHelper, "recognize_query", sync_request)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_recognize_query",
+        async_request,
+    )
+
+    sync_result = MoviePilotServerHelper.query_recognize_share(None)
+    async_result = await MoviePilotServerHelper.async_query_recognize_share(None)
+
+    assert sync_result == async_result == {"media_id": "1"}
+    assert builder.call_count == 2
+    sync_request.assert_called_once_with(params)
+    async_request.assert_awaited_once_with(params)
+
+
+@pytest.mark.asyncio
+async def test_recognize_report_sync_async_share_plan_and_result(monkeypatch) -> None:
+    """共享识别上报必须共用启用判断、载荷计划和业务成功分类。"""
+    response = _response(200, {"code": 0})
+    payload = {"keyword": "Demo", "media_source": "tmdb", "media_id": "1"}
+    _settings(monkeypatch, MEDIA_RECOGNIZE_SHARE=True)
+    builder = Mock(return_value=payload)
+    sync_request = Mock(return_value=response)
+    async_request = AsyncMock(return_value=response)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "_build_recognize_report_payload",
+        builder,
+    )
+    monkeypatch.setattr(MoviePilotServerHelper, "recognize_report", sync_request)
+    monkeypatch.setattr(
+        MoviePilotServerHelper,
+        "async_recognize_report",
+        async_request,
+    )
+
+    sync_result = MoviePilotServerHelper.report_recognize_share(None, None)
+    async_result = await MoviePilotServerHelper.async_report_recognize_share(None, None)
+
+    assert sync_result == async_result is True
+    assert builder.call_count == 2
+    sync_request.assert_called_once_with(payload)
+    async_request.assert_awaited_once_with(payload)