diff --git a/vllm_ascend/distributed/kv_transfer/kv_p2p/mooncake_connector.py b/vllm_ascend/distributed/kv_transfer/kv_p2p/mooncake_connector.py
index 4c692e33..95d05fdc 100644
--- a/vllm_ascend/distributed/kv_transfer/kv_p2p/mooncake_connector.py
+++ b/vllm_ascend/distributed/kv_transfer/kv_p2p/mooncake_connector.py
@@ -442,7 +442,8 @@ class KVCacheRecvingThread(threading.Thread):
         finally:
             self._send_done_signal_to_free_remote_port(remote_request_id, remote_host, remote_port_send_num)
             if all_task_done:
-                self.task_tracker.update_done_task_count(request_id)
+                if len(req_meta["local_block_ids"]) > 0:
+                    self.task_tracker.update_done_task_count(request_id)
                 if request_id in self.proc_not_transfer_request:
                     del self.proc_not_transfer_request[request_id]
             self.request_queue.task_done()