diff --git a/server/src/main/java/org/opensearch/cluster/service/ClusterApplierService.java b/server/src/main/java/org/opensearch/cluster/service/ClusterApplierService.java
index 0e6bd3c71f63d..4a2c6e9424410 100644
--- a/server/src/main/java/org/opensearch/cluster/service/ClusterApplierService.java
+++ b/server/src/main/java/org/opensearch/cluster/service/ClusterApplierService.java
@@ -105,7 +105,7 @@ public class ClusterApplierService extends AbstractLifecycleComponent implements
 
     private final ClusterSettings clusterSettings;
     protected final ThreadPool threadPool;
-    protected final InternalThreadContextWrapper tcWrapper;
+    protected volatile InternalThreadContextWrapper tcWrapper;
 
     private volatile TimeValue slowTaskLoggingThreshold;
 
@@ -141,7 +141,6 @@ public ClusterApplierService(
     ) {
         this.clusterSettings = clusterSettings;
         this.threadPool = threadPool;
-        this.tcWrapper = InternalThreadContextWrapper.from(threadPool.getThreadContext());
         this.state = new AtomicReference<>();
         this.nodeName = nodeName;
 
@@ -176,6 +175,7 @@ protected synchronized void doStart() {
         Objects.requireNonNull(nodeConnectionsService, "please set the node connection service before starting");
         Objects.requireNonNull(state.get(), "please set initial state before starting");
         threadPoolExecutor = createThreadPoolExecutor();
+        tcWrapper = InternalThreadContextWrapper.from(threadPool.getThreadContext());
     }
 
     protected PrioritizedOpenSearchThreadPoolExecutor createThreadPoolExecutor() {
diff --git a/server/src/main/java/org/opensearch/cluster/service/MasterService.java b/server/src/main/java/org/opensearch/cluster/service/MasterService.java
index 304fb67fe98ba..ca16036086d1b 100644
--- a/server/src/main/java/org/opensearch/cluster/service/MasterService.java
+++ b/server/src/main/java/org/opensearch/cluster/service/MasterService.java
@@ -135,7 +135,7 @@ public class MasterService extends AbstractLifecycleComponent {
     private volatile TimeValue slowTaskLoggingThreshold;
 
     protected final ThreadPool threadPool;
-    protected final InternalThreadContextWrapper tcWrapper;
+    protected volatile InternalThreadContextWrapper tcWrapper;
 
     private volatile PrioritizedOpenSearchThreadPoolExecutor threadPoolExecutor;
     private volatile Batcher taskBatcher;
@@ -171,7 +171,6 @@ public MasterService(
         );
         this.stateStats = new ClusterStateStats();
         this.threadPool = threadPool;
-        this.tcWrapper = InternalThreadContextWrapper.from(threadPool.getThreadContext());
         this.clusterManagerMetrics = clusterManagerMetrics;
     }
 
@@ -193,6 +192,7 @@ protected synchronized void doStart() {
         Objects.requireNonNull(clusterStateSupplier, "please set a cluster state supplier before starting");
         threadPoolExecutor = createThreadPoolExecutor();
         taskBatcher = new Batcher(logger, threadPoolExecutor, clusterManagerTaskThrottler);
+        tcWrapper = InternalThreadContextWrapper.from(threadPool.getThreadContext());
     }
 
     protected PrioritizedOpenSearchThreadPoolExecutor createThreadPoolExecutor() {