diff --git a/apiserver/pkg/model/converter.go b/apiserver/pkg/model/converter.go
index 892b5ba4a4..907589e475 100644
--- a/apiserver/pkg/model/converter.go
+++ b/apiserver/pkg/model/converter.go
@@ -51,6 +51,10 @@ func FromCrdToApiCluster(cluster *v1alpha1.RayCluster, events []v1.Event) *api.C
 		pbCluster.Events = append(pbCluster.Events, clusterEvent)
 	}
 
+	pbCluster.ServiceEndpoint = map[string]string{}
+	for name, port := range cluster.Status.Endpoints {
+		pbCluster.ServiceEndpoint[name] = port
+	}
 	return pbCluster
 }
 
diff --git a/proto/cluster.proto b/proto/cluster.proto
index a3b1b52cd6..605b2da26a 100644
--- a/proto/cluster.proto
+++ b/proto/cluster.proto
@@ -158,6 +158,9 @@ message Cluster {
 
   // Output. The list related to the cluster.
   repeated ClusterEvent events = 10;
+  
+  // Output. The service endpoint of the cluster
+  map<string, string> service_endpoint = 11;
 }
 
 message ClusterSpec {
diff --git a/proto/go_client/cluster.pb.go b/proto/go_client/cluster.pb.go
index 7e130069f5..4ef1e89bfe 100644
--- a/proto/go_client/cluster.pb.go
+++ b/proto/go_client/cluster.pb.go
@@ -454,6 +454,8 @@ type Cluster struct {
 	ClusterState string `protobuf:"bytes,9,opt,name=cluster_state,json=clusterState,proto3" json:"cluster_state,omitempty"`
 	// Output. The list related to the cluster.
 	Events []*ClusterEvent `protobuf:"bytes,10,rep,name=events,proto3" json:"events,omitempty"`
+	// Output. The service endpoint of the cluster
+	ServiceEndpoint map[string]string `protobuf:"bytes,11,rep,name=service_endpoint,json=serviceEndpoint,proto3" json:"service_endpoint,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
 }
 
 func (x *Cluster) Reset() {
@@ -558,6 +560,13 @@ func (x *Cluster) GetEvents() []*ClusterEvent {
 	return nil
 }
 
+func (x *Cluster) GetServiceEndpoint() map[string]string {
+	if x != nil {
+		return x.ServiceEndpoint
+	}
+	return nil
+}
+
 type ClusterSpec struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -953,7 +962,7 @@ var file_cluster_proto_rawDesc = []byte{
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@@ -980,127 +989,136 @@ var file_cluster_proto_rawDesc = []byte{
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+	0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
@@ -1116,7 +1134,7 @@ func file_cluster_proto_rawDescGZIP() []byte {
 }
 
 var file_cluster_proto_enumTypes = make([]protoimpl.EnumInfo, 1)
-var file_cluster_proto_msgTypes = make([]protoimpl.MessageInfo, 14)
+var file_cluster_proto_msgTypes = make([]protoimpl.MessageInfo, 15)
 var file_cluster_proto_goTypes = []interface{}{
 	(Cluster_Environment)(0),        // 0: proto.Cluster.Environment
 	(*CreateClusterRequest)(nil),    // 1: proto.CreateClusterRequest
@@ -1131,10 +1149,11 @@ var file_cluster_proto_goTypes = []interface{}{
 	(*HeadGroupSpec)(nil),           // 10: proto.HeadGroupSpec
 	(*WorkerGroupSpec)(nil),         // 11: proto.WorkerGroupSpec
 	(*ClusterEvent)(nil),            // 12: proto.ClusterEvent
-	nil,                             // 13: proto.HeadGroupSpec.RayStartParamsEntry
-	nil,                             // 14: proto.WorkerGroupSpec.RayStartParamsEntry
-	(*timestamppb.Timestamp)(nil),   // 15: google.protobuf.Timestamp
-	(*emptypb.Empty)(nil),           // 16: google.protobuf.Empty
+	nil,                             // 13: proto.Cluster.ServiceEndpointEntry
+	nil,                             // 14: proto.HeadGroupSpec.RayStartParamsEntry
+	nil,                             // 15: proto.WorkerGroupSpec.RayStartParamsEntry
+	(*timestamppb.Timestamp)(nil),   // 16: google.protobuf.Timestamp
+	(*emptypb.Empty)(nil),           // 17: google.protobuf.Empty
 }
 var file_cluster_proto_depIdxs = []int32{
 	8,  // 0: proto.CreateClusterRequest.cluster:type_name -> proto.Cluster
@@ -1142,31 +1161,32 @@ var file_cluster_proto_depIdxs = []int32{
 	8,  // 2: proto.ListAllClustersResponse.clusters:type_name -> proto.Cluster
 	0,  // 3: proto.Cluster.environment:type_name -> proto.Cluster.Environment
 	9,  // 4: proto.Cluster.cluster_spec:type_name -> proto.ClusterSpec
-	15, // 5: proto.Cluster.created_at:type_name -> google.protobuf.Timestamp
-	15, // 6: proto.Cluster.deleted_at:type_name -> google.protobuf.Timestamp
+	16, // 5: proto.Cluster.created_at:type_name -> google.protobuf.Timestamp
+	16, // 6: proto.Cluster.deleted_at:type_name -> google.protobuf.Timestamp
 	12, // 7: proto.Cluster.events:type_name -> proto.ClusterEvent
-	10, // 8: proto.ClusterSpec.head_group_spec:type_name -> proto.HeadGroupSpec
-	11, // 9: proto.ClusterSpec.worker_group_spec:type_name -> proto.WorkerGroupSpec
-	13, // 10: proto.HeadGroupSpec.ray_start_params:type_name -> proto.HeadGroupSpec.RayStartParamsEntry
-	14, // 11: proto.WorkerGroupSpec.ray_start_params:type_name -> proto.WorkerGroupSpec.RayStartParamsEntry
-	15, // 12: proto.ClusterEvent.created_at:type_name -> google.protobuf.Timestamp
-	15, // 13: proto.ClusterEvent.first_timestamp:type_name -> google.protobuf.Timestamp
-	15, // 14: proto.ClusterEvent.last_timestamp:type_name -> google.protobuf.Timestamp
-	1,  // 15: proto.ClusterService.CreateCluster:input_type -> proto.CreateClusterRequest
-	2,  // 16: proto.ClusterService.GetCluster:input_type -> proto.GetClusterRequest
-	3,  // 17: proto.ClusterService.ListCluster:input_type -> proto.ListClustersRequest
-	5,  // 18: proto.ClusterService.ListAllClusters:input_type -> proto.ListAllClustersRequest
-	7,  // 19: proto.ClusterService.DeleteCluster:input_type -> proto.DeleteClusterRequest
-	8,  // 20: proto.ClusterService.CreateCluster:output_type -> proto.Cluster
-	8,  // 21: proto.ClusterService.GetCluster:output_type -> proto.Cluster
-	4,  // 22: proto.ClusterService.ListCluster:output_type -> proto.ListClustersResponse
-	6,  // 23: proto.ClusterService.ListAllClusters:output_type -> proto.ListAllClustersResponse
-	16, // 24: proto.ClusterService.DeleteCluster:output_type -> google.protobuf.Empty
-	20, // [20:25] is the sub-list for method output_type
-	15, // [15:20] is the sub-list for method input_type
-	15, // [15:15] is the sub-list for extension type_name
-	15, // [15:15] is the sub-list for extension extendee
-	0,  // [0:15] is the sub-list for field type_name
+	13, // 8: proto.Cluster.service_endpoint:type_name -> proto.Cluster.ServiceEndpointEntry
+	10, // 9: proto.ClusterSpec.head_group_spec:type_name -> proto.HeadGroupSpec
+	11, // 10: proto.ClusterSpec.worker_group_spec:type_name -> proto.WorkerGroupSpec
+	14, // 11: proto.HeadGroupSpec.ray_start_params:type_name -> proto.HeadGroupSpec.RayStartParamsEntry
+	15, // 12: proto.WorkerGroupSpec.ray_start_params:type_name -> proto.WorkerGroupSpec.RayStartParamsEntry
+	16, // 13: proto.ClusterEvent.created_at:type_name -> google.protobuf.Timestamp
+	16, // 14: proto.ClusterEvent.first_timestamp:type_name -> google.protobuf.Timestamp
+	16, // 15: proto.ClusterEvent.last_timestamp:type_name -> google.protobuf.Timestamp
+	1,  // 16: proto.ClusterService.CreateCluster:input_type -> proto.CreateClusterRequest
+	2,  // 17: proto.ClusterService.GetCluster:input_type -> proto.GetClusterRequest
+	3,  // 18: proto.ClusterService.ListCluster:input_type -> proto.ListClustersRequest
+	5,  // 19: proto.ClusterService.ListAllClusters:input_type -> proto.ListAllClustersRequest
+	7,  // 20: proto.ClusterService.DeleteCluster:input_type -> proto.DeleteClusterRequest
+	8,  // 21: proto.ClusterService.CreateCluster:output_type -> proto.Cluster
+	8,  // 22: proto.ClusterService.GetCluster:output_type -> proto.Cluster
+	4,  // 23: proto.ClusterService.ListCluster:output_type -> proto.ListClustersResponse
+	6,  // 24: proto.ClusterService.ListAllClusters:output_type -> proto.ListAllClustersResponse
+	17, // 25: proto.ClusterService.DeleteCluster:output_type -> google.protobuf.Empty
+	21, // [21:26] is the sub-list for method output_type
+	16, // [16:21] is the sub-list for method input_type
+	16, // [16:16] is the sub-list for extension type_name
+	16, // [16:16] is the sub-list for extension extendee
+	0,  // [0:16] is the sub-list for field type_name
 }
 
 func init() { file_cluster_proto_init() }
@@ -1326,7 +1346,7 @@ func file_cluster_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_cluster_proto_rawDesc,
 			NumEnums:      1,
-			NumMessages:   14,
+			NumMessages:   15,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
diff --git a/proto/swagger/cluster.swagger.json b/proto/swagger/cluster.swagger.json
index cbc4d2d004..2fc6bf2303 100644
--- a/proto/swagger/cluster.swagger.json
+++ b/proto/swagger/cluster.swagger.json
@@ -266,6 +266,13 @@
             "$ref": "#/definitions/protoClusterEvent"
           },
           "description": "Output. The list related to the cluster."
+        },
+        "serviceEndpoint": {
+          "type": "object",
+          "additionalProperties": {
+            "type": "string"
+          },
+          "title": "Output. The service endpoint of the cluster"
         }
       }
     },
diff --git a/ray-operator/apis/ray/v1alpha1/raycluster_types.go b/ray-operator/apis/ray/v1alpha1/raycluster_types.go
index 1b5620d278..c69a5d7abf 100644
--- a/ray-operator/apis/ray/v1alpha1/raycluster_types.go
+++ b/ray-operator/apis/ray/v1alpha1/raycluster_types.go
@@ -111,6 +111,8 @@ type RayClusterStatus struct {
 	// LastUpdateTime indicates last update timestamp for this cluster status.
 	// +nullable
 	LastUpdateTime *metav1.Time `json:"lastUpdateTime,omitempty"`
+	// Service Endpoints
+	Endpoints map[string]string `json:"endpoints,omitempty"`
 }
 
 // RayNodeType  the type of a ray node: head/worker
diff --git a/ray-operator/apis/ray/v1alpha1/zz_generated.deepcopy.go b/ray-operator/apis/ray/v1alpha1/zz_generated.deepcopy.go
index ec5886ddae..1493a1f29c 100644
--- a/ray-operator/apis/ray/v1alpha1/zz_generated.deepcopy.go
+++ b/ray-operator/apis/ray/v1alpha1/zz_generated.deepcopy.go
@@ -263,6 +263,13 @@ func (in *RayClusterStatus) DeepCopyInto(out *RayClusterStatus) {
 		in, out := &in.LastUpdateTime, &out.LastUpdateTime
 		*out = (*in).DeepCopy()
 	}
+	if in.Endpoints != nil {
+		in, out := &in.Endpoints, &out.Endpoints
+		*out = make(map[string]string, len(*in))
+		for key, val := range *in {
+			(*out)[key] = val
+		}
+	}
 }
 
 // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RayClusterStatus.
diff --git a/ray-operator/config/crd/bases/ray.io_rayclusters.yaml b/ray-operator/config/crd/bases/ray.io_rayclusters.yaml
index 549ef6ace3..4b1a873413 100644
--- a/ray-operator/config/crd/bases/ray.io_rayclusters.yaml
+++ b/ray-operator/config/crd/bases/ray.io_rayclusters.yaml
@@ -10987,6 +10987,11 @@ spec:
                   claimed by the user at the cluster level.
                 format: int32
                 type: integer
+              endpoints:
+                additionalProperties:
+                  type: string
+                description: Service Endpoints
+                type: object
               lastUpdateTime:
                 description: LastUpdateTime indicates last update timestamp for this
                   cluster status.
diff --git a/ray-operator/config/crd/bases/ray.io_rayservices.yaml b/ray-operator/config/crd/bases/ray.io_rayservices.yaml
index 071db0b884..f2ba3187dc 100644
--- a/ray-operator/config/crd/bases/ray.io_rayservices.yaml
+++ b/ray-operator/config/crd/bases/ray.io_rayservices.yaml
@@ -11589,6 +11589,11 @@ spec:
                           replicas claimed by the user at the cluster level.
                         format: int32
                         type: integer
+                      endpoints:
+                        additionalProperties:
+                          type: string
+                        description: Service Endpoints
+                        type: object
                       lastUpdateTime:
                         description: LastUpdateTime indicates last update timestamp
                           for this cluster status.
@@ -11683,6 +11688,11 @@ spec:
                           replicas claimed by the user at the cluster level.
                         format: int32
                         type: integer
+                      endpoints:
+                        additionalProperties:
+                          type: string
+                        description: Service Endpoints
+                        type: object
                       lastUpdateTime:
                         description: LastUpdateTime indicates last update timestamp
                           for this cluster status.
diff --git a/ray-operator/controllers/ray/raycluster_controller.go b/ray-operator/controllers/ray/raycluster_controller.go
index 2e3ae16341..1f8a038239 100644
--- a/ray-operator/controllers/ray/raycluster_controller.go
+++ b/ray-operator/controllers/ray/raycluster_controller.go
@@ -634,6 +634,30 @@ func (r *RayClusterReconciler) updateStatus(instance *rayiov1alpha1.RayCluster)
 		}
 	}
 
+	rayHeadSvc := corev1.ServiceList{}
+	filterLabels = client.MatchingLabels{
+		common.RayClusterLabelKey:  instance.Name,
+		common.RayNodeTypeLabelKey: "head",
+	}
+	// TODO: (@scarlet25151) for now there would be several kubernetes serivces related to
+	// one raycluster, we have used the label to select the headservice and pick the first one.
+	// we may need use Get method to select by name.
+	if err := r.List(context.TODO(), &rayHeadSvc, client.InNamespace(instance.Namespace), filterLabels); err != nil {
+		return err
+	}
+	if len(rayHeadSvc.Items) != 0 {
+		svc := rayHeadSvc.Items[0]
+		if instance.Status.Endpoints == nil {
+			instance.Status.Endpoints = map[string]string{}
+		}
+		for _, port := range svc.Spec.Ports {
+			if len(port.Name) == 0 {
+				r.Log.Info("updateStatus", "service port name is empty", port)
+				continue
+			}
+			instance.Status.Endpoints[port.Name] = fmt.Sprintf("%d", port.NodePort)
+		}
+	}
 	timeNow := metav1.Now()
 	instance.Status.LastUpdateTime = &timeNow
 	if err := r.Status().Update(context.Background(), instance); err != nil {