diff --git a/pulsar-broker/src/main/java/org/apache/pulsar/broker/web/PulsarWebResource.java b/pulsar-broker/src/main/java/org/apache/pulsar/broker/web/PulsarWebResource.java
index 7a06c120331cc..5b5fb5009002e 100644
--- a/pulsar-broker/src/main/java/org/apache/pulsar/broker/web/PulsarWebResource.java
+++ b/pulsar-broker/src/main/java/org/apache/pulsar/broker/web/PulsarWebResource.java
@@ -49,6 +49,8 @@
 import org.apache.pulsar.broker.authorization.AuthorizationService;
 import org.apache.pulsar.broker.namespace.LookupOptions;
 import org.apache.pulsar.broker.namespace.NamespaceService;
+import org.apache.pulsar.client.api.PulsarClientException;
+import org.apache.pulsar.client.impl.PulsarServiceNameResolver;
 import org.apache.pulsar.common.naming.Constants;
 import org.apache.pulsar.common.naming.NamespaceBundle;
 import org.apache.pulsar.common.naming.NamespaceBundles;
@@ -356,14 +358,19 @@ protected void validateClusterOwnership(String cluster) throws WebApplicationExc
     }
 
     private URI getRedirectionUrl(ClusterData differentClusterData) throws MalformedURLException {
-        URL webUrl = null;
-        if (isRequestHttps() && pulsar.getConfiguration().getWebServicePortTls().isPresent()
-                && StringUtils.isNotBlank(differentClusterData.getServiceUrlTls())) {
-            webUrl = new URL(differentClusterData.getServiceUrlTls());
-        } else {
-            webUrl = new URL(differentClusterData.getServiceUrl());
+        try {
+            PulsarServiceNameResolver serviceNameResolver = new PulsarServiceNameResolver();
+            if (isRequestHttps() && pulsar.getConfiguration().getWebServicePortTls().isPresent()
+                    && StringUtils.isNotBlank(differentClusterData.getServiceUrlTls())) {
+                serviceNameResolver.updateServiceUrl(differentClusterData.getServiceUrlTls());
+            } else {
+                serviceNameResolver.updateServiceUrl(differentClusterData.getServiceUrl());
+            }
+            URL webUrl = new URL(serviceNameResolver.resolveHostUri().toString());
+            return UriBuilder.fromUri(uri.getRequestUri()).host(webUrl.getHost()).port(webUrl.getPort()).build();
+        } catch (PulsarClientException.InvalidServiceURL exception) {
+            throw new MalformedURLException(exception.getMessage());
         }
-        return UriBuilder.fromUri(uri.getRequestUri()).host(webUrl.getHost()).port(webUrl.getPort()).build();
     }
 
     protected static CompletableFuture<ClusterData> getClusterDataIfDifferentCluster(PulsarService pulsar,
diff --git a/pulsar-broker/src/test/java/org/apache/pulsar/broker/service/ReplicatorTest.java b/pulsar-broker/src/test/java/org/apache/pulsar/broker/service/ReplicatorTest.java
index b1580d1bda4dd..41d085bb1e121 100644
--- a/pulsar-broker/src/test/java/org/apache/pulsar/broker/service/ReplicatorTest.java
+++ b/pulsar-broker/src/test/java/org/apache/pulsar/broker/service/ReplicatorTest.java
@@ -69,9 +69,11 @@
 import org.apache.pulsar.common.naming.TopicName;
 import org.apache.pulsar.common.policies.data.BacklogQuota;
 import org.apache.pulsar.common.policies.data.BacklogQuota.RetentionPolicy;
+import org.apache.pulsar.common.policies.data.ClusterData;
 import org.apache.pulsar.common.policies.data.ReplicatorStats;
 import org.apache.pulsar.common.protocol.Commands;
 import org.apache.pulsar.common.util.collections.ConcurrentOpenHashMap;
+import org.awaitility.Awaitility;
 import org.mockito.Mockito;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -198,6 +200,24 @@ public Void call() throws Exception {
         // Case 3: TODO: Once automatic cleanup is implemented, add tests case to verify auto removal of clusters
     }
 
+    @Test(timeOut = 10000)
+    public void activeBrokerParse() throws Exception {
+        pulsar1.getConfiguration().setAuthorizationEnabled(true);
+        //init clusterData
+        ClusterData cluster2Data = new ClusterData();
+        String cluster2ServiceUrls = String.format("%s,localhost:1234,localhost:5678", pulsar2.getWebServiceAddress());
+        cluster2Data.setServiceUrl(cluster2ServiceUrls);
+        String cluster2 = "activeCLuster2";
+        admin2.clusters().createCluster(cluster2, cluster2Data);
+        Awaitility.await().atMost(3, TimeUnit.SECONDS).until(()
+                -> admin2.clusters().getCluster(cluster2) != null);
+
+        List<String> list = admin1.brokers().getActiveBrokers(cluster2);
+        assertEquals(list.get(0), url2.toString().replace("http://", ""));
+        //restore configuration
+        pulsar1.getConfiguration().setAuthorizationEnabled(false);
+    }
+
     @SuppressWarnings("unchecked")
     @Test(timeOut = 30000)
     public void testConcurrentReplicator() throws Exception {