diff --git a/src/plugins/data_source_management/opensearch_dashboards.json b/src/plugins/data_source_management/opensearch_dashboards.json
index 58e81a337e7d..6d0ed5b98d6a 100644
--- a/src/plugins/data_source_management/opensearch_dashboards.json
+++ b/src/plugins/data_source_management/opensearch_dashboards.json
@@ -6,5 +6,5 @@
   "requiredPlugins": ["management", "dataSource", "indexPatternManagement"],
   "optionalPlugins": [],
   "requiredBundles": ["opensearchDashboardsReact"],
-  "extraPublicDirs": ["public/components/utils"]
+  "extraPublicDirs": ["public/components/utils", "public/components/data_source_picker/data_source_picker"]
 }
diff --git a/src/plugins/data_source_management/public/components/data_source_picker/data_source_picker.js b/src/plugins/data_source_management/public/components/data_source_picker/data_source_picker.js
new file mode 100644
index 000000000000..2747a5f886ce
--- /dev/null
+++ b/src/plugins/data_source_management/public/components/data_source_picker/data_source_picker.js
@@ -0,0 +1,89 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+import React from 'react';
+import { getDataSources } from '../utils';
+import { i18n } from '@osd/i18n';
+import { EuiComboBox } from '@elastic/eui';
+
+export const LocalCluster = {
+  label: i18n.translate('dataSource.localCluster', {
+    defaultMessage: 'Local cluster',
+  }),
+  id: '',
+};
+
+export class DataSourcePicker extends React.Component {
+  constructor(props) {
+    super(props);
+
+    this.state = {
+      dataSources: [],
+      selectedOption: [LocalCluster],
+    };
+  }
+
+  componentWillUnmount() {
+    this._isMounted = false;
+  }
+
+  async componentDidMount() {
+    this._isMounted = true;
+    getDataSources(this.props.savedObjectsClient)
+      .then((fetchedDataSources) => {
+        if (fetchedDataSources?.length) {
+          const dataSourceOptions = fetchedDataSources.map((dataSource) => ({
+            id: dataSource.id,
+            label: dataSource.title,
+          }));
+
+          dataSourceOptions.push(LocalCluster);
+
+          if (!this._isMounted) return;
+          this.setState({
+            ...this.state,
+            dataSources: dataSourceOptions,
+          });
+        }
+      })
+      .catch(() => {
+        this.props.notifications.addWarning(
+          i18n.translate('dataSource.fetchDataSourceError', {
+            defaultMessage: 'Unable to fetch existing data sources',
+          })
+        );
+      });
+  }
+
+  onChange(e) {
+    if (!this._isMounted) return;
+    this.setState({
+      selectedOption: e,
+    });
+    this.props.onSelectedDataSource(e);
+  }
+
+  render() {
+    return (
+      <EuiComboBox
+        aria-label={i18n.translate('dataSourceComboBoxAriaLabel', {
+          defaultMessage: 'Select a data source',
+        })}
+        placeholder={i18n.translate('dataSourceComboBoxPlaceholder', {
+          defaultMessage: 'Select a data source',
+        })}
+        singleSelection={{ asPlainText: true }}
+        options={this.state.dataSources}
+        selectedOptions={this.state.selectedOption}
+        onChange={(e) => this.onChange(e)}
+        prepend={i18n.translate('dataSourceComboBoxPrepend', {
+          defaultMessage: 'Data source',
+        })}
+        compressed
+        isDisabled={this.props.disabled}
+      />
+    );
+  }
+}
diff --git a/src/plugins/dev_tools/public/application.tsx b/src/plugins/dev_tools/public/application.tsx
index 3e5e6991634e..e03733927d7a 100644
--- a/src/plugins/dev_tools/public/application.tsx
+++ b/src/plugins/dev_tools/public/application.tsx
@@ -28,18 +28,10 @@
  * under the License.
  */
 
-import React, { useEffect, useRef, useState } from 'react';
+import React, { useEffect, useRef } from 'react';
 import ReactDOM from 'react-dom';
 import { HashRouter as Router, Switch, Route, Redirect } from 'react-router-dom';
-import {
-  EuiTab,
-  EuiTabs,
-  EuiToolTip,
-  EuiComboBox,
-  EuiFlexGroup,
-  EuiFlexItem,
-  EuiComboBoxOptionOption,
-} from '@elastic/eui';
+import { EuiTab, EuiTabs, EuiToolTip, EuiComboBoxOptionOption } from '@elastic/eui';
 import { I18nProvider } from '@osd/i18n/react';
 import { i18n } from '@osd/i18n';
 
@@ -52,9 +44,8 @@ import {
   ScopedHistory,
 } from 'src/core/public';
 
-import { useEffectOnce } from 'react-use';
 // eslint-disable-next-line @osd/eslint/no-restricted-paths
-import { getDataSources } from '../../data_source_management/public/components/utils';
+import { DataSourcePicker } from '../../data_source_management/public/components/data_source_picker/data_source_picker';
 import { DevToolApp } from './dev_tool';
 import { DevToolsSetupDependencies } from './plugin';
 import { addHelpMenuToAppChrome } from './utils/util';
@@ -74,11 +65,6 @@ interface MountedDevToolDescriptor {
   unmountHandler: () => void;
 }
 
-interface DataSourceOption extends EuiComboBoxOptionOption {
-  id: string;
-  label: string;
-}
-
 function DevToolsWrapper({
   devTools,
   activeDevTool,
@@ -88,8 +74,6 @@ function DevToolsWrapper({
   dataSourceEnabled,
 }: DevToolsWrapperProps) {
   const mountedTool = useRef<MountedDevToolDescriptor | null>(null);
-  const [dataSources, setDataSources] = useState<DataSourceOption[]>([]);
-  const [selectedOptions, setSelectedOptions] = useState<DataSourceOption[]>([]);
 
   useEffect(
     () => () => {
@@ -100,33 +84,8 @@ function DevToolsWrapper({
     []
   );
 
-  useEffectOnce(() => {
-    fetchDataSources();
-  });
-
-  const fetchDataSources = () => {
-    getDataSources(savedObjects.client)
-      .then((fetchedDataSources) => {
-        if (fetchedDataSources?.length) {
-          const dataSourceOptions = fetchedDataSources.map((dataSource) => ({
-            id: dataSource.id,
-            label: dataSource.title,
-          }));
-          setDataSources(dataSourceOptions);
-        }
-      })
-      .catch(() => {
-        toasts.addDanger(
-          i18n.translate('devTools.devToolWrapper.fetchDataSourceError', {
-            defaultMessage: 'Unable to fetch existing data sources',
-          })
-        );
-      });
-  };
-
   const onChange = async (e: Array<EuiComboBoxOptionOption<any>>) => {
     const dataSourceId = e[0] ? e[0].id : undefined;
-    setSelectedOptions(e);
     await remount(mountedTool.current!.mountpoint, dataSourceId);
   };
 
@@ -173,20 +132,11 @@ function DevToolsWrapper({
         ))}
         {dataSourceEnabled ? (
           <div className="devAppDataSourcePicker">
-            <EuiComboBox
-              aria-label={i18n.translate('devTools.devToolWrapper.DataSourceComboBoxAriaLabel', {
-                defaultMessage: 'Select a data source',
-              })}
-              placeholder={i18n.translate('devTools.devToolWrapper.DataSourceComboBoxPlaceholder', {
-                defaultMessage: 'Select a data source',
-              })}
-              singleSelection={{ asPlainText: true }}
-              options={dataSources}
-              selectedOptions={selectedOptions}
-              onChange={onChange}
-              prepend="Data source"
-              compressed
-              isDisabled={!dataSourceEnabled}
+            <DataSourcePicker
+              savedObjectsClient={savedObjects.client}
+              notifications={toasts}
+              onSelectedDataSource={onChange}
+              disabled={!dataSourceEnabled}
             />
           </div>
         ) : null}
diff --git a/src/plugins/home/public/application/components/tutorial_directory.js b/src/plugins/home/public/application/components/tutorial_directory.js
index 0dcdc3ec775f..3e8ba2d10c80 100644
--- a/src/plugins/home/public/application/components/tutorial_directory.js
+++ b/src/plugins/home/public/application/components/tutorial_directory.js
@@ -35,7 +35,7 @@ import { Synopsis } from './synopsis';
 import { SampleDataSetCards } from './sample_data_set_cards';
 import { getServices } from '../opensearch_dashboards_services';
 // eslint-disable-next-line @osd/eslint/no-restricted-paths
-import { getDataSources } from '../../../../data_source_management/public/components/utils';
+import { DataSourcePicker } from '../../../../data_source_management/public/components/data_source_picker/data_source_picker';
 
 import {
   EuiPage,
@@ -48,7 +48,6 @@ import {
   EuiSpacer,
   EuiTitle,
   EuiPageBody,
-  EuiComboBox,
 } from '@elastic/eui';
 
 import { getTutorials } from '../load_tutorials';
@@ -62,9 +61,6 @@ const homeTitle = i18n.translate('home.breadcrumbs.homeTitle', { defaultMessage:
 const addDataTitle = i18n.translate('home.breadcrumbs.addDataTitle', {
   defaultMessage: 'Add data',
 });
-const localCluster = i18n.translate('home.dataSource.localCluster', {
-  defaultMessage: 'Local Cluster',
-});
 
 class TutorialDirectoryUi extends React.Component {
   constructor(props) {
@@ -88,7 +84,6 @@ class TutorialDirectoryUi extends React.Component {
       tutorialCards: [],
       notices: getServices().tutorialService.getDirectoryNotices(),
       isDataSourceEnabled: !!getServices().dataSource,
-      selectedOption: [{ label: localCluster }],
     };
   }
 
@@ -160,31 +155,6 @@ class TutorialDirectoryUi extends React.Component {
       return a.name.toLowerCase().localeCompare(b.name.toLowerCase());
     });
 
-    if (this.state.isDataSourceEnabled) {
-      getDataSources(getServices().savedObjectsClient)
-        .then((fetchedDataSources) => {
-          if (fetchedDataSources?.length) {
-            const dataSourceOptions = fetchedDataSources.map((dataSource) => ({
-              id: dataSource.id,
-              label: dataSource.title,
-            }));
-
-            dataSourceOptions.push({ label: localCluster });
-            this.setState({
-              // eslint-disable-line react/no-did-mount-set-state
-              dataSources: dataSourceOptions,
-            });
-          }
-        })
-        .catch(() => {
-          getServices().toastNotifications.addWarning(
-            i18n.translate('home.dataSource.fetchDataSourceError', {
-              defaultMessage: 'Unable to fetch existing data sources',
-            })
-          );
-        });
-    }
-
     this.setState({
       // eslint-disable-line react/no-did-mount-set-state
       tutorialCards: tutorialCards,
@@ -197,12 +167,6 @@ class TutorialDirectoryUi extends React.Component {
     });
   };
 
-  onSelectedDataSourceChange = (e) => {
-    this.setState({ selectedOption: e });
-    const dataSourceId = e[0] ? e[0].id : undefined;
-    this.setState({ selectedDataSourceId: dataSourceId });
-  };
-
   renderTabs = () => {
     return this.tabs.map((tab, index) => (
       <EuiTab
@@ -255,25 +219,21 @@ class TutorialDirectoryUi extends React.Component {
     );
   };
 
+  onSelectedDataSourceChange = (e) => {
+    const dataSourceId = e[0] ? e[0].id : undefined;
+    this.setState({ selectedDataSourceId: dataSourceId });
+  };
+
   renderDataSourceSelector = () => {
-    const { isDataSourceEnabled, dataSources, selectedOption } = this.state;
+    const { isDataSourceEnabled } = this.state;
 
     return isDataSourceEnabled ? (
       <div className="sampledataSourcePicker">
-        <EuiComboBox
-          aria-label={i18n.translate('sampleData.DataSourceComboBoxAriaLabel', {
-            defaultMessage: 'Select a Data Source',
-          })}
-          placeholder={i18n.translate('sampleData.DataSourceComboBoxPlaceholder', {
-            defaultMessage: 'Select a Data Source',
-          })}
-          singleSelection={{ asPlainText: true }}
-          options={dataSources}
-          selectedOptions={selectedOption}
-          onChange={this.onSelectedDataSourceChange}
-          prepend="DataSource"
-          compressed
-          isDisabled={!isDataSourceEnabled}
+        <DataSourcePicker
+          savedObjectsClient={getServices().savedObjectsClient}
+          notifications={getServices().toastNotifications}
+          onSelectedDataSource={this.onSelectedDataSourceChange}
+          disabled={!isDataSourceEnabled}
         />
       </div>
     ) : null;