diff --git a/docs/changelog/132334.yaml b/docs/changelog/132334.yaml
new file mode 100644
index 0000000000000..b734e5a792991
--- /dev/null
+++ b/docs/changelog/132334.yaml
@@ -0,0 +1,6 @@
+pr: 132334
+summary: Do not look over `TaskCancelledException` when looking at failures while
+  updating CCS info for clusters
+area: CCS
+type: bug
+issues: []
diff --git a/muted-tests.yml b/muted-tests.yml
index a2e33d9d1fc6b..cfb19bc98b004 100644
--- a/muted-tests.yml
+++ b/muted-tests.yml
@@ -292,9 +292,6 @@ tests:
   issue: https://github.com/elastic/elasticsearch/issues/117591
 - class: org.elasticsearch.repositories.s3.RepositoryS3ClientYamlTestSuiteIT
   issue: https://github.com/elastic/elasticsearch/issues/117596
-- class: org.elasticsearch.search.ccs.CrossClusterIT
-  method: testCancel
-  issue: https://github.com/elastic/elasticsearch/issues/108061
 - class: org.elasticsearch.xpack.ml.integration.RegressionIT
   method: testTwoJobsWithSameRandomizeSeedUseSameTrainingSet
   issue: https://github.com/elastic/elasticsearch/issues/117805
diff --git a/server/src/main/java/org/elasticsearch/ExceptionsHelper.java b/server/src/main/java/org/elasticsearch/ExceptionsHelper.java
index ec04b63a575db..e2e61d78024f2 100644
--- a/server/src/main/java/org/elasticsearch/ExceptionsHelper.java
+++ b/server/src/main/java/org/elasticsearch/ExceptionsHelper.java
@@ -19,6 +19,7 @@
 import org.elasticsearch.core.Nullable;
 import org.elasticsearch.index.Index;
 import org.elasticsearch.rest.RestStatus;
+import org.elasticsearch.tasks.TaskCancelledException;
 import org.elasticsearch.transport.ConnectTransportException;
 import org.elasticsearch.transport.NoSeedNodeLeftException;
 import org.elasticsearch.transport.NoSuchRemoteClusterException;
@@ -514,6 +515,15 @@ public static boolean isRemoteUnavailableException(Exception e) {
         return false;
     }
 
+    /**
+     * Utility method to check if an Exception is/was caused by TaskCancelledException.
+     * @param e Exception we're interested in evaluating.
+     * @return true if the Exception is/was caused by TaskCancelledException, else false.
+     */
+    public static boolean isTaskCancelledException(Exception e) {
+        return ExceptionsHelper.unwrapCausesAndSuppressed(e, ex -> ex instanceof TaskCancelledException).isPresent();
+    }
+
     private static class GroupBy {
         final String reason;
         final String index;
diff --git a/server/src/main/java/org/elasticsearch/action/search/AbstractSearchAsyncAction.java b/server/src/main/java/org/elasticsearch/action/search/AbstractSearchAsyncAction.java
index 219e4a78ace46..54f978ec1597b 100644
--- a/server/src/main/java/org/elasticsearch/action/search/AbstractSearchAsyncAction.java
+++ b/server/src/main/java/org/elasticsearch/action/search/AbstractSearchAsyncAction.java
@@ -40,7 +40,6 @@
 import org.elasticsearch.search.internal.SearchContext;
 import org.elasticsearch.search.internal.ShardSearchContextId;
 import org.elasticsearch.search.internal.ShardSearchRequest;
-import org.elasticsearch.tasks.TaskCancelledException;
 import org.elasticsearch.transport.Transport;
 
 import java.util.ArrayList;
@@ -518,7 +517,7 @@ void onShardFailure(final int shardIndex, SearchShardTarget shardTarget, Excepti
         }
         // we don't aggregate shard on failures due to the internal cancellation,
         // but do keep the header counts right
-        if ((requestCancelled.get() && isTaskCancelledException(e)) == false) {
+        if ((requestCancelled.get() && ExceptionsHelper.isTaskCancelledException(e)) == false) {
             AtomicArray<ShardSearchFailure> shardFailures = this.shardFailures.get();
             // lazily create shard failures, so we can early build the empty shard failure list in most cases (no failures)
             if (shardFailures == null) { // this is double checked locking but it's fine since SetOnce uses a volatile read internally
@@ -549,10 +548,6 @@ void onShardFailure(final int shardIndex, SearchShardTarget shardTarget, Excepti
         results.consumeShardFailure(shardIndex);
     }
 
-    private static boolean isTaskCancelledException(Exception e) {
-        return ExceptionsHelper.unwrapCausesAndSuppressed(e, ex -> ex instanceof TaskCancelledException).isPresent();
-    }
-
     /**
      * Executed once for every successful shard level request.
      * @param result the result returned form the shard
diff --git a/server/src/main/java/org/elasticsearch/action/search/TransportSearchAction.java b/server/src/main/java/org/elasticsearch/action/search/TransportSearchAction.java
index 2f0fcb1599724..6dc24bdd9f1f7 100644
--- a/server/src/main/java/org/elasticsearch/action/search/TransportSearchAction.java
+++ b/server/src/main/java/org/elasticsearch/action/search/TransportSearchAction.java
@@ -1707,7 +1707,7 @@ public final void onFailure(Exception e) {
             ShardSearchFailure f = new ShardSearchFailure(e);
             logCCSError(f, clusterAlias, skipUnavailable);
             SearchResponse.Cluster cluster = clusters.getCluster(clusterAlias);
-            if (skipUnavailable) {
+            if (skipUnavailable && ExceptionsHelper.isTaskCancelledException(e) == false) {
                 if (cluster != null) {
                     ccsClusterInfoUpdate(f, clusters, clusterAlias, true);
                 }
@@ -1716,7 +1716,8 @@ public final void onFailure(Exception e) {
                     ccsClusterInfoUpdate(f, clusters, clusterAlias, false);
                 }
                 Exception exception = e;
-                if (RemoteClusterAware.LOCAL_CLUSTER_GROUP_KEY.equals(clusterAlias) == false) {
+                if (RemoteClusterAware.LOCAL_CLUSTER_GROUP_KEY.equals(clusterAlias) == false
+                    && ExceptionsHelper.isTaskCancelledException(e) == false) {
                     exception = wrapRemoteClusterFailure(clusterAlias, e);
                 }
                 if (exceptions.compareAndSet(null, exception) == false) {