diff --git a/server-rs/crates/api-server/src/llm/model_access.rs b/server-rs/crates/api-server/src/llm/model_access.rs
index 65716b042..a6c094f03 100644
--- a/server-rs/crates/api-server/src/llm/model_access.rs
+++ b/server-rs/crates/api-server/src/llm/model_access.rs
@@ -17,8 +17,8 @@ pub(crate) struct OwnerAgcModelCatalog {
 
 /// 解析账号的 AGC 模型权限档。
 ///
-/// 走现有 `get_profile_recharge_center` 读模型（它同时返回会员行与档位目录行）；
-/// 该读带幂等的账期刷新写入，后续可替换为更轻的专用读。
+/// 走专用只读 procedure `get_profile_agc_model_access`：它只读会员账期投影与档位目录，
+/// 不触发换期 / 免费点刷新，适合 LLM 代理热路径。
 pub(crate) async fn resolve_owner_agc_model_access(
     state: &AppState,
     owner_user_id: &str,
@@ -34,15 +34,10 @@ pub(crate) async fn resolve_owner_agc_model_access(
     }
     match state
         .spacetime_client()
-        .get_profile_recharge_center(owner_user_id.to_string())
+        .get_profile_agc_model_access(owner_user_id.to_string())
         .await
     {
-        Ok(center) => center
-            .membership_plans
-            .iter()
-            .find(|row| row.plan == center.membership.plan)
-            .map(|row| AgcModelAccess::from(row.model_access))
-            .unwrap_or(AgcModelAccess::Basic),
+        Ok(record) => AgcModelAccess::from(record.model_access),
         Err(error) => {
             tracing::warn!(
                 user_id = %owner_user_id,