diff --git a/pkg/controller/cluster/cluster_controller.go b/pkg/controller/cluster/cluster_controller.go
index c16e1c2f9..86983b232 100644
--- a/pkg/controller/cluster/cluster_controller.go
+++ b/pkg/controller/cluster/cluster_controller.go
@@ -57,6 +57,7 @@ import (
 	clusterlister "kubesphere.io/kubesphere/pkg/client/listers/cluster/v1alpha1"
 	iamv1alpha2listers "kubesphere.io/kubesphere/pkg/client/listers/iam/v1alpha2"
 	"kubesphere.io/kubesphere/pkg/constants"
+	clusterutils "kubesphere.io/kubesphere/pkg/controller/cluster/utils"
 	"kubesphere.io/kubesphere/pkg/simple/client/multicluster"
 	"kubesphere.io/kubesphere/pkg/utils/k8sutil"
 	"kubesphere.io/kubesphere/pkg/version"
@@ -352,7 +353,7 @@ func (c *clusterController) syncCluster(key string) error {
 				return err
 			}
 
-			if cluster.Annotations[NotificationCleanup] == "true" {
+			if clusterutils.IsClusterReady(cluster) && cluster.Annotations[NotificationCleanup] == "true" {
 				if err := c.cleanupNotification(cluster); err != nil {
 					klog.Errorf("Failed to cleanup notification config in cluster %s: %v", name, err)
 					return err
diff --git a/pkg/controller/cluster/utils/utils.go b/pkg/controller/cluster/utils/utils.go
new file mode 100644
index 000000000..1332fef55
--- /dev/null
+++ b/pkg/controller/cluster/utils/utils.go
@@ -0,0 +1,32 @@
+/*
+Copyright 2022 KubeSphere Authors
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+     http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package utils
+
+import (
+	corev1 "k8s.io/api/core/v1"
+
+	clusterv1alpha1 "kubesphere.io/api/cluster/v1alpha1"
+)
+
+func IsClusterReady(cluster *clusterv1alpha1.Cluster) bool {
+	for _, condition := range cluster.Status.Conditions {
+		if condition.Type == clusterv1alpha1.ClusterReady && condition.Status == corev1.ConditionTrue {
+			return true
+		}
+	}
+	return false
+}
diff --git a/pkg/utils/clusterclient/clusterclient.go b/pkg/utils/clusterclient/clusterclient.go
index 23b2063ff..b36a492ac 100644
--- a/pkg/utils/clusterclient/clusterclient.go
+++ b/pkg/utils/clusterclient/clusterclient.go
@@ -22,7 +22,6 @@ import (
 	"reflect"
 	"sync"
 
-	corev1 "k8s.io/api/core/v1"
 	"k8s.io/client-go/kubernetes"
 	"k8s.io/client-go/rest"
 	"k8s.io/client-go/tools/cache"
@@ -34,6 +33,7 @@ import (
 	kubesphere "kubesphere.io/kubesphere/pkg/client/clientset/versioned"
 	clusterinformer "kubesphere.io/kubesphere/pkg/client/informers/externalversions/cluster/v1alpha1"
 	clusterlister "kubesphere.io/kubesphere/pkg/client/listers/cluster/v1alpha1"
+	clusterutils "kubesphere.io/kubesphere/pkg/controller/cluster/utils"
 )
 
 type innerCluster struct {
@@ -172,12 +172,7 @@ func (c *clusterClients) GetInnerCluster(name string) *innerCluster {
 }
 
 func (c *clusterClients) IsClusterReady(cluster *clusterv1alpha1.Cluster) bool {
-	for _, condition := range cluster.Status.Conditions {
-		if condition.Type == clusterv1alpha1.ClusterReady && condition.Status == corev1.ConditionTrue {
-			return true
-		}
-	}
-	return false
+	return clusterutils.IsClusterReady(cluster)
 }
 
 func (c *clusterClients) IsHostCluster(cluster *clusterv1alpha1.Cluster) bool {