diff --git a/Cargo.lock b/Cargo.lock
index bf42e1e1e6..1f913ffcf9 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -907,7 +907,6 @@ version = "0.114.0-pre"
 dependencies = [
  "ckb-app-config",
  "ckb-async-runtime",
- "ckb-channel",
  "ckb-db-schema",
  "ckb-jsonrpc-types",
  "ckb-logger",
diff --git a/util/indexer/Cargo.toml b/util/indexer/Cargo.toml
index 294921a99b..ea01bb6ffe 100644
--- a/util/indexer/Cargo.toml
+++ b/util/indexer/Cargo.toml
@@ -22,7 +22,6 @@ ckb-notify = { path = "../../notify", version = "= 0.114.0-pre" }
 ckb-store = { path = "../../store", version = "= 0.114.0-pre" }
 ckb-stop-handler = { path = "../stop-handler", version = "= 0.114.0-pre" }
 ckb-async-runtime = { path = "../runtime", version = "= 0.114.0-pre" }
-ckb-channel = { path = "../channel", version = "= 0.114.0-pre" }
 rhai = { version = "1.10.0", features = ["no_function", "no_float", "no_module", "sync"]}
 serde_json = "1.0"
 numext-fixed-uint = "0.1"
diff --git a/util/indexer/src/service.rs b/util/indexer/src/service.rs
index 0bbb0c2056..edc2f01d96 100644
--- a/util/indexer/src/service.rs
+++ b/util/indexer/src/service.rs
@@ -18,7 +18,7 @@ use ckb_jsonrpc_types::{
 };
 use ckb_logger::{error, info};
 use ckb_notify::NotifyController;
-use ckb_stop_handler::{new_crossbeam_exit_rx, new_tokio_exit_rx, CancellationToken};
+use ckb_stop_handler::{has_received_stop_signal, new_tokio_exit_rx, CancellationToken};
 use ckb_store::ChainStore;
 use ckb_types::{
     core::{self, BlockNumber},
@@ -153,14 +153,10 @@ impl IndexerService {
                     }
                 }
             }
-            let stop_rx = new_crossbeam_exit_rx();
             loop {
-                ckb_channel::select! {
-                    recv(stop_rx) -> _ =>{
-                        info!("apply_init_tip received exit signal, exit now");
-                        break;
-                    },
-                    default() => {},
+                if has_received_stop_signal() {
+                    info!("apply_init_tip received exit signal, exit now");
+                    break;
                 }
 
                 if let Err(e) = self.secondary_db.try_catch_up_with_primary() {
@@ -197,6 +193,11 @@ impl IndexerService {
             CustomFilters::new(self.block_filter.as_deref(), self.cell_filter.as_deref()),
         );
         loop {
+            if has_received_stop_signal() {
+                info!("try_loop_sync received exit signal, exit now");
+                break;
+            }
+
             if let Some((tip_number, tip_hash)) = indexer.tip().expect("get tip should be OK") {
                 match self.get_block_by_number(tip_number + 1) {
                     Some(block) => {
@@ -237,12 +238,13 @@ impl IndexerService {
         let poll_service = self.clone();
         self.async_handle.spawn(async move {
             let _initial_finished = initial_syncing.await;
-            info!("initial_syncing finished");
             if stop.is_cancelled() {
                 info!("Indexer received exit signal, cancel new_block_watcher task, exit now");
                 return;
             }
 
+            info!("initial_syncing finished");
+
             let mut new_block_watcher = notify_controller
                 .watch_new_block(SUBSCRIBER_NAME.to_string())
                 .await;
diff --git a/util/stop-handler/src/lib.rs b/util/stop-handler/src/lib.rs
index 48309b03e5..c3bf144004 100644
--- a/util/stop-handler/src/lib.rs
+++ b/util/stop-handler/src/lib.rs
@@ -1,8 +1,8 @@
 //! TODO(doc): @keroro520
 
 pub use stop_register::{
-    broadcast_exit_signals, new_crossbeam_exit_rx, new_tokio_exit_rx, register_thread,
-    wait_all_ckb_services_exit,
+    broadcast_exit_signals, has_received_stop_signal, new_crossbeam_exit_rx, new_tokio_exit_rx,
+    register_thread, wait_all_ckb_services_exit,
 };
 
 pub use tokio_util::sync::CancellationToken;
diff --git a/util/stop-handler/src/stop_register.rs b/util/stop-handler/src/stop_register.rs
index ccc3d9a6f4..c9146332dc 100644
--- a/util/stop-handler/src/stop_register.rs
+++ b/util/stop-handler/src/stop_register.rs
@@ -1,6 +1,7 @@
 use ckb_channel::TrySendError;
 use ckb_logger::{debug, info, trace, warn};
 use ckb_util::Mutex;
+use std::sync::atomic::AtomicBool;
 use tokio_util::sync::CancellationToken;
 
 struct CkbServiceHandles {
@@ -34,6 +35,9 @@ static CKB_HANDLES: once_cell::sync::Lazy<Mutex<CkbServiceHandles>> =
         })
     });
 
+static RECEIVED_STOP_SIGNAL: once_cell::sync::Lazy<AtomicBool> =
+    once_cell::sync::Lazy::new(AtomicBool::default);
+
 static TOKIO_EXIT: once_cell::sync::Lazy<CancellationToken> =
     once_cell::sync::Lazy::new(CancellationToken::new);
 
@@ -52,9 +56,15 @@ pub fn new_crossbeam_exit_rx() -> ckb_channel::Receiver<()> {
     rx
 }
 
+/// Check if the ckb process has received stop signal
+pub fn has_received_stop_signal() -> bool {
+    RECEIVED_STOP_SIGNAL.load(std::sync::atomic::Ordering::SeqCst)
+}
+
 /// Broadcast exit signals to all threads and all tokio tasks
 pub fn broadcast_exit_signals() {
     debug!("Received exit signal; broadcasting exit signal to all threads");
+    RECEIVED_STOP_SIGNAL.store(true, std::sync::atomic::Ordering::SeqCst);
     TOKIO_EXIT.cancel();
     CROSSBEAM_EXIT_SENDERS
         .lock()