diff --git a/plugin/src/main/java/org/opensearch/ml/autoredeploy/MLModelAutoReDeployer.java b/plugin/src/main/java/org/opensearch/ml/autoredeploy/MLModelAutoReDeployer.java
index 8d22e3bbe9..071965eb1b 100644
--- a/plugin/src/main/java/org/opensearch/ml/autoredeploy/MLModelAutoReDeployer.java
+++ b/plugin/src/main/java/org/opensearch/ml/autoredeploy/MLModelAutoReDeployer.java
@@ -23,6 +23,7 @@
 import org.opensearch.action.search.SearchResponse;
 import org.opensearch.client.Client;
 import org.opensearch.client.OpenSearchClient;
+import org.opensearch.cluster.block.ClusterBlockException;
 import org.opensearch.cluster.service.ClusterService;
 import org.opensearch.common.settings.Settings;
 import org.opensearch.core.action.ActionListener;
@@ -187,6 +188,8 @@ private void triggerAutoDeployModels(List<String> addedNodes) {
         }, e -> {
             if (e instanceof IndexNotFoundException) {
                 log.info("Index not found, not performing auto reloading!");
+            } else if (e instanceof ClusterBlockException) {
+                log.info("Cluster status not ready, not performing auto reloading now!");
             } else {
                 log.error("Failed to query need auto redeploy models, no action will be performed, addedNodes are: {}", addedNodes, e);
             }