diff --git a/dbms/src/Flash/EstablishCall.cpp b/dbms/src/Flash/EstablishCall.cpp
index 5a6486feaed..b32928e9b8b 100644
--- a/dbms/src/Flash/EstablishCall.cpp
+++ b/dbms/src/Flash/EstablishCall.cpp
@@ -4,10 +4,11 @@
 
 namespace DB
 {
-EstablishCallData::EstablishCallData(AsyncFlashService * service, grpc::ServerCompletionQueue * cq, grpc::ServerCompletionQueue * notify_cq)
+EstablishCallData::EstablishCallData(AsyncFlashService * service, grpc::ServerCompletionQueue * cq, grpc::ServerCompletionQueue * notify_cq, const std::shared_ptr<std::atomic<bool>> & is_shutdown)
     : service(service)
     , cq(cq)
     , notify_cq(notify_cq)
+    , is_shutdown(is_shutdown)
     , responder(&ctx)
     , state(NEW_REQUEST)
 {
@@ -17,9 +18,9 @@ EstablishCallData::EstablishCallData(AsyncFlashService * service, grpc::ServerCo
     service->RequestEstablishMPPConnection(&ctx, &request, &responder, cq, notify_cq, this);
 }
 
-EstablishCallData * EstablishCallData::spawn(AsyncFlashService * service, grpc::ServerCompletionQueue * cq, grpc::ServerCompletionQueue * notify_cq)
+EstablishCallData * EstablishCallData::spawn(AsyncFlashService * service, grpc::ServerCompletionQueue * cq, grpc::ServerCompletionQueue * notify_cq, const std::shared_ptr<std::atomic<bool>> & is_shutdown)
 {
-    return new EstablishCallData(service, cq, notify_cq);
+    return new EstablishCallData(service, cq, notify_cq, is_shutdown);
 }
 
 void EstablishCallData::tryFlushOne()
@@ -36,6 +37,12 @@ void EstablishCallData::tryFlushOne()
     mpp_tunnel->sendJob(false);
 }
 
+void EstablishCallData::responderFinish(const grpc::Status & status)
+{
+    if (!(*is_shutdown))
+        responder.Finish(status, this);
+}
+
 void EstablishCallData::initRpc()
 {
     std::exception_ptr eptr = nullptr;
@@ -51,12 +58,14 @@ void EstablishCallData::initRpc()
     {
         state = FINISH;
         grpc::Status status(static_cast<grpc::StatusCode>(GRPC_STATUS_UNKNOWN), getExceptionMessage(eptr, false));
-        responder.Finish(status, this);
+        responderFinish(status);
     }
 }
 
 bool EstablishCallData::write(const mpp::MPPDataPacket & packet)
 {
+    if (*is_shutdown)
+        return false;
     responder.Write(packet, this);
     return true;
 }
@@ -77,7 +86,7 @@ void EstablishCallData::writeDone(const ::grpc::Status & status)
     {
         LOG_FMT_INFO(mpp_tunnel->getLogger(), "connection for {} cost {} ms.", mpp_tunnel->id(), stopwatch->elapsedMilliseconds());
     }
-    responder.Finish(status, this);
+    responderFinish(status);
 }
 
 void EstablishCallData::notifyReady()
@@ -93,10 +102,11 @@ void EstablishCallData::cancel()
         delete this;
         return;
     }
+    state = FINISH;
     if (mpp_tunnel)
         mpp_tunnel->consumerFinish("grpc writes failed.", true); //trigger mpp tunnel finish work
     grpc::Status status(static_cast<grpc::StatusCode>(GRPC_STATUS_UNKNOWN), "Consumer exits unexpected, grpc writes failed.");
-    responder.Finish(status, this);
+    responderFinish(status);
 }
 
 void EstablishCallData::proceed()
@@ -105,7 +115,7 @@ void EstablishCallData::proceed()
     {
         state = PROCESSING;
 
-        spawn(service, cq, notify_cq);
+        spawn(service, cq, notify_cq, is_shutdown);
         notifyReady();
         initRpc();
     }
diff --git a/dbms/src/Flash/EstablishCall.h b/dbms/src/Flash/EstablishCall.h
index 288966ee006..f54e2015e40 100644
--- a/dbms/src/Flash/EstablishCall.h
+++ b/dbms/src/Flash/EstablishCall.h
@@ -31,7 +31,11 @@ class EstablishCallData : public PacketWriter
     // it reacts base on current state. The completion queue "cq" and "notify_cq"
     // used for asynchronous communication with the gRPC runtime.
     // "notify_cq" gets the tag back indicating a call has started. All subsequent operations (reads, writes, etc) on that call report back to "cq".
-    EstablishCallData(AsyncFlashService * service, grpc::ServerCompletionQueue * cq, grpc::ServerCompletionQueue * notify_cq);
+    EstablishCallData(
+        AsyncFlashService * service,
+        grpc::ServerCompletionQueue * cq,
+        grpc::ServerCompletionQueue * notify_cq,
+        const std::shared_ptr<std::atomic<bool>> & is_shutdown);
 
     bool write(const mpp::MPPDataPacket & packet) override;
 
@@ -50,13 +54,19 @@ class EstablishCallData : public PacketWriter
     // Spawn a new EstablishCallData instance to serve new clients while we process the one for this EstablishCallData.
     // The instance will deallocate itself as part of its FINISH state.
     // EstablishCallData will handle its lifecycle by itself.
-    static EstablishCallData * spawn(AsyncFlashService * service, grpc::ServerCompletionQueue * cq, grpc::ServerCompletionQueue * notify_cq);
+    static EstablishCallData * spawn(
+        AsyncFlashService * service,
+        grpc::ServerCompletionQueue * cq,
+        grpc::ServerCompletionQueue * notify_cq,
+        const std::shared_ptr<std::atomic<bool>> & is_shutdown);
 
 private:
     void notifyReady();
 
     void initRpc();
 
+    void responderFinish(const grpc::Status & status);
+
     std::mutex mu;
     // server instance
     AsyncFlashService * service;
@@ -64,6 +74,7 @@ class EstablishCallData : public PacketWriter
     // The producer-consumer queue where for asynchronous server notifications.
     ::grpc::ServerCompletionQueue * cq;
     ::grpc::ServerCompletionQueue * notify_cq;
+    std::shared_ptr<std::atomic<bool>> is_shutdown;
     ::grpc::ServerContext ctx;
     ::grpc::Status err_status;
 
diff --git a/dbms/src/Server/Server.cpp b/dbms/src/Server/Server.cpp
index e2b1345e52b..c80538bd425 100644
--- a/dbms/src/Server/Server.cpp
+++ b/dbms/src/Server/Server.cpp
@@ -554,6 +554,7 @@ class Server::FlashGrpcServerHolder
 public:
     FlashGrpcServerHolder(Server & server, const TiFlashRaftConfig & raft_config, Poco::Logger * log_)
         : log(log_)
+        , is_shutdown(std::make_shared<std::atomic<bool>>(false))
     {
         grpc::ServerBuilder builder;
         if (server.security_config.has_tls_config)
@@ -617,7 +618,7 @@ class Server::FlashGrpcServerHolder
                 for (int j = 0; j < preallocated_request_count_per_poller; ++j)
                 {
                     // EstablishCallData will handle its lifecycle by itself.
-                    EstablishCallData::spawn(assert_cast<AsyncFlashService *>(flash_service.get()), cq, notify_cq);
+                    EstablishCallData::spawn(assert_cast<AsyncFlashService *>(flash_service.get()), cq, notify_cq, is_shutdown);
                 }
                 thread_manager->schedule(false, "async_poller", [cq, this] { handleRpcs(cq, log); });
                 thread_manager->schedule(false, "async_poller", [notify_cq, this] { handleRpcs(notify_cq, log); });
@@ -627,6 +628,9 @@ class Server::FlashGrpcServerHolder
 
     ~FlashGrpcServerHolder()
     {
+        *is_shutdown = true;
+        const int wait_calldata_after_shutdown_interval_ms = 500;
+        std::this_thread::sleep_for(std::chrono::milliseconds(wait_calldata_after_shutdown_interval_ms)); // sleep 500ms to let operations of calldata called by MPPTunnel done.
         /// Shut down grpc server.
         // wait 5 seconds for pending rpcs to gracefully stop
         gpr_timespec deadline{5, 0, GPR_TIMESPAN};
@@ -649,6 +653,7 @@ class Server::FlashGrpcServerHolder
 
 private:
     Poco::Logger * log;
+    std::shared_ptr<std::atomic<bool>> is_shutdown;
     std::unique_ptr<FlashService> flash_service = nullptr;
     std::unique_ptr<DiagnosticsService> diagnostics_service = nullptr;
     std::unique_ptr<grpc::Server> flash_grpc_server = nullptr;