diff --git a/internal/repository/token_repository.go b/internal/repository/token_repository.go
index 9fd6d97..0200783 100644
--- a/internal/repository/token_repository.go
+++ b/internal/repository/token_repository.go
@@ -204,8 +204,18 @@ func (r *TokenRepository) Delete(id int64) error {
 }
 
 // GetEnabledTokens 获取所有启用状态的Token
+// 优先返回有 login_name 的记录（老的空 login_name 记录被忽略）
 func (r *TokenRepository) GetEnabledTokens() ([]*KfzToken, error) {
-	query := `SELECT id, login_name, username, password, token, is_enable FROM kfz_token WHERE is_enable = 1 ORDER BY id ASC`
+	// 先查有无 login_name 不为空的记录
+	var hasLoginName int
+	database.DB.QueryRow("SELECT COUNT(*) FROM kfz_token WHERE is_enable = 1 AND login_name != ''").Scan(&hasLoginName)
+
+	var query string
+	if hasLoginName > 0 {
+		query = `SELECT id, login_name, username, password, token, is_enable FROM kfz_token WHERE is_enable = 1 AND login_name != '' ORDER BY id ASC`
+	} else {
+		query = `SELECT id, login_name, username, password, token, is_enable FROM kfz_token WHERE is_enable = 1 ORDER BY id ASC`
+	}
 
 	rows, err := database.DB.Query(query)
 	if err != nil {