diff --git a/python/sglang/srt/disaggregation/mooncake/conn.py b/python/sglang/srt/disaggregation/mooncake/conn.py
index e268a6a71..4c3faeeb6 100644
--- a/python/sglang/srt/disaggregation/mooncake/conn.py
+++ b/python/sglang/srt/disaggregation/mooncake/conn.py
@@ -424,8 +424,6 @@ class MooncakeKVManager(BaseKVManager):
                     if kv_chunk.room in self.transfer_infos:
                         self.transfer_infos.pop(kv_chunk.room)
 
-            except queue.Empty:
-                continue
             except Exception as e:
                 # NOTE(shangming): Remove this when we make sure the transfer thread is bug-free
                 raise RuntimeError(