diff --git a/client/src/main/java/org/opensearch/ml/client/MachineLearningNodeClient.java b/client/src/main/java/org/opensearch/ml/client/MachineLearningNodeClient.java
index ac73b397e7..4c83b5060b 100644
--- a/client/src/main/java/org/opensearch/ml/client/MachineLearningNodeClient.java
+++ b/client/src/main/java/org/opensearch/ml/client/MachineLearningNodeClient.java
@@ -183,7 +183,12 @@ public void registerModelGroup(
         ActionListener<MLRegisterModelGroupResponse> listener
     ) {
         MLRegisterModelGroupRequest mlRegisterModelGroupRequest = new MLRegisterModelGroupRequest(mlRegisterModelGroupInput);
-        client.execute(MLRegisterModelGroupAction.INSTANCE, mlRegisterModelGroupRequest, listener);
+        client
+            .execute(
+                MLRegisterModelGroupAction.INSTANCE,
+                mlRegisterModelGroupRequest,
+                getMlRegisterModelGroupResponseActionListener(listener)
+            );
     }
 
     /**
@@ -236,18 +241,41 @@ public void register(MLRegisterModelInput mlInput, ActionListener<MLRegisterMode
     @Override
     public void deploy(String modelId, ActionListener<MLDeployModelResponse> listener) {
         MLDeployModelRequest deployModelRequest = new MLDeployModelRequest(modelId, false);
-        client
-            .execute(
-                MLDeployModelAction.INSTANCE,
-                deployModelRequest,
-                ActionListener.wrap(listener::onResponse, e -> { listener.onFailure(e); })
-            );
+        client.execute(MLDeployModelAction.INSTANCE, deployModelRequest, getMlDeployModelResponseActionListener(listener));
     }
 
     @Override
     public void createConnector(MLCreateConnectorInput mlCreateConnectorInput, ActionListener<MLCreateConnectorResponse> listener) {
         MLCreateConnectorRequest createConnectorRequest = new MLCreateConnectorRequest(mlCreateConnectorInput);
-        client.execute(MLCreateConnectorAction.INSTANCE, createConnectorRequest, listener);
+        client.execute(MLCreateConnectorAction.INSTANCE, createConnectorRequest, getMlCreateConnectorResponseActionListener(listener));
+    }
+
+    private ActionListener<MLDeployModelResponse> getMlDeployModelResponseActionListener(ActionListener<MLDeployModelResponse> listener) {
+        ActionListener<MLDeployModelResponse> actionListener = wrapActionListener(listener, response -> {
+            MLDeployModelResponse deployModelResponse = MLDeployModelResponse.fromActionResponse(response);
+            return deployModelResponse;
+        });
+        return actionListener;
+    }
+
+    private ActionListener<MLCreateConnectorResponse> getMlCreateConnectorResponseActionListener(
+        ActionListener<MLCreateConnectorResponse> listener
+    ) {
+        ActionListener<MLCreateConnectorResponse> actionListener = wrapActionListener(listener, response -> {
+            MLCreateConnectorResponse createConnectorResponse = MLCreateConnectorResponse.fromActionResponse(response);
+            return createConnectorResponse;
+        });
+        return actionListener;
+    }
+
+    private ActionListener<MLRegisterModelGroupResponse> getMlRegisterModelGroupResponseActionListener(
+        ActionListener<MLRegisterModelGroupResponse> listener
+    ) {
+        ActionListener<MLRegisterModelGroupResponse> actionListener = wrapActionListener(listener, response -> {
+            MLRegisterModelGroupResponse registerModelGroupResponse = MLRegisterModelGroupResponse.fromActionResponse(response);
+            return registerModelGroupResponse;
+        });
+        return actionListener;
     }
 
     private ActionListener<MLTaskResponse> getMlPredictionTaskResponseActionListener(ActionListener<MLOutput> listener) {
diff --git a/common/src/main/java/org/opensearch/ml/common/transport/connector/MLCreateConnectorResponse.java b/common/src/main/java/org/opensearch/ml/common/transport/connector/MLCreateConnectorResponse.java
index bf7b78e775..68ce877baa 100644
--- a/common/src/main/java/org/opensearch/ml/common/transport/connector/MLCreateConnectorResponse.java
+++ b/common/src/main/java/org/opensearch/ml/common/transport/connector/MLCreateConnectorResponse.java
@@ -7,12 +7,17 @@
 
 import lombok.Getter;
 import org.opensearch.core.action.ActionResponse;
+import org.opensearch.core.common.io.stream.InputStreamStreamInput;
+import org.opensearch.core.common.io.stream.OutputStreamStreamOutput;
 import org.opensearch.core.common.io.stream.StreamInput;
 import org.opensearch.core.common.io.stream.StreamOutput;
 import org.opensearch.core.xcontent.ToXContentObject;
 import org.opensearch.core.xcontent.XContentBuilder;
 
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
 import java.io.IOException;
+import java.io.UncheckedIOException;
 
 @Getter
 public class MLCreateConnectorResponse extends ActionResponse implements ToXContentObject {
@@ -42,4 +47,21 @@ public XContentBuilder toXContent(XContentBuilder builder, Params params) throws
         builder.endObject();
         return builder;
     }
+
+    public static MLCreateConnectorResponse fromActionResponse(ActionResponse actionResponse) {
+        if (actionResponse instanceof MLCreateConnectorResponse) {
+            return (MLCreateConnectorResponse) actionResponse;
+        }
+
+        try (ByteArrayOutputStream baos = new ByteArrayOutputStream();
+             OutputStreamStreamOutput osso = new OutputStreamStreamOutput(baos)) {
+            actionResponse.writeTo(osso);
+            try (StreamInput input = new InputStreamStreamInput(new ByteArrayInputStream(baos.toByteArray()))) {
+                return new MLCreateConnectorResponse(input);
+            }
+        } catch (IOException e) {
+            throw new UncheckedIOException("failed to parse ActionResponse into MLCreateConnectorResponse", e);
+        }
+
+    }
 }
diff --git a/common/src/main/java/org/opensearch/ml/common/transport/deploy/MLDeployModelResponse.java b/common/src/main/java/org/opensearch/ml/common/transport/deploy/MLDeployModelResponse.java
index ddf0104c9e..ca35af68f0 100644
--- a/common/src/main/java/org/opensearch/ml/common/transport/deploy/MLDeployModelResponse.java
+++ b/common/src/main/java/org/opensearch/ml/common/transport/deploy/MLDeployModelResponse.java
@@ -7,6 +7,8 @@
 
 import lombok.Getter;
 import org.opensearch.core.action.ActionResponse;
+import org.opensearch.core.common.io.stream.InputStreamStreamInput;
+import org.opensearch.core.common.io.stream.OutputStreamStreamOutput;
 import org.opensearch.core.common.io.stream.StreamInput;
 import org.opensearch.core.common.io.stream.StreamOutput;
 import org.opensearch.core.xcontent.ToXContent;
@@ -14,7 +16,10 @@
 import org.opensearch.core.xcontent.XContentBuilder;
 import org.opensearch.ml.common.MLTaskType;
 
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
 import java.io.IOException;
+import java.io.UncheckedIOException;
 
 @Getter
 public class MLDeployModelResponse extends ActionResponse implements ToXContentObject {
@@ -57,4 +62,21 @@ public XContentBuilder toXContent(XContentBuilder builder, ToXContent.Params par
         builder.endObject();
         return builder;
     }
+
+    public static MLDeployModelResponse fromActionResponse(ActionResponse actionResponse) {
+        if (actionResponse instanceof MLDeployModelResponse) {
+            return (MLDeployModelResponse) actionResponse;
+        }
+
+        try (ByteArrayOutputStream baos = new ByteArrayOutputStream();
+             OutputStreamStreamOutput osso = new OutputStreamStreamOutput(baos)) {
+            actionResponse.writeTo(osso);
+            try (StreamInput input = new InputStreamStreamInput(new ByteArrayInputStream(baos.toByteArray()))) {
+                return new MLDeployModelResponse(input);
+            }
+        } catch (IOException e) {
+            throw new UncheckedIOException("failed to parse ActionResponse into MLDeployModelResponse", e);
+        }
+
+    }
 }
diff --git a/common/src/main/java/org/opensearch/ml/common/transport/model_group/MLRegisterModelGroupResponse.java b/common/src/main/java/org/opensearch/ml/common/transport/model_group/MLRegisterModelGroupResponse.java
index 2b70ede72f..01c63d18de 100644
--- a/common/src/main/java/org/opensearch/ml/common/transport/model_group/MLRegisterModelGroupResponse.java
+++ b/common/src/main/java/org/opensearch/ml/common/transport/model_group/MLRegisterModelGroupResponse.java
@@ -7,12 +7,17 @@
 
 import lombok.Getter;
 import org.opensearch.core.action.ActionResponse;
+import org.opensearch.core.common.io.stream.InputStreamStreamInput;
+import org.opensearch.core.common.io.stream.OutputStreamStreamOutput;
 import org.opensearch.core.common.io.stream.StreamInput;
 import org.opensearch.core.common.io.stream.StreamOutput;
 import org.opensearch.core.xcontent.ToXContentObject;
 import org.opensearch.core.xcontent.XContentBuilder;
 
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
 import java.io.IOException;
+import java.io.UncheckedIOException;
 
 @Getter
 public class MLRegisterModelGroupResponse extends ActionResponse implements ToXContentObject {
@@ -49,4 +54,21 @@ public XContentBuilder toXContent(XContentBuilder builder, Params params) throws
         builder.endObject();
         return builder;
     }
+
+    public static MLRegisterModelGroupResponse fromActionResponse(ActionResponse actionResponse) {
+        if (actionResponse instanceof MLRegisterModelGroupResponse) {
+            return (MLRegisterModelGroupResponse) actionResponse;
+        }
+
+        try (ByteArrayOutputStream baos = new ByteArrayOutputStream();
+             OutputStreamStreamOutput osso = new OutputStreamStreamOutput(baos)) {
+            actionResponse.writeTo(osso);
+            try (StreamInput input = new InputStreamStreamInput(new ByteArrayInputStream(baos.toByteArray()))) {
+                return new MLRegisterModelGroupResponse(input);
+            }
+        } catch (IOException e) {
+            throw new UncheckedIOException("failed to parse ActionResponse into MLRegisterModelGroupResponse", e);
+        }
+
+    }
 }