diff --git a/src/client/api.ts b/src/client/api.ts
index b4168856ad9c..58e20bfe2f37 100644
--- a/src/client/api.ts
+++ b/src/client/api.ts
@@ -8,6 +8,7 @@ import { NotebookCell } from 'vscode-proposed';
 import { isTestExecution } from './common/constants';
 import { traceError } from './common/logger';
 import { IConfigurationService, Resource } from './common/types';
+import { JupyterExtensionIntegration } from './datascience/api/jupyterIntegration';
 import { IDataViewerDataProvider, IDataViewerFactory } from './datascience/data-viewing/types';
 import { IJupyterUriProvider, IJupyterUriProviderRegistration, INotebookExtensibility } from './datascience/types';
 import { getDebugpyLauncherArgs, getDebugpyPackagePath } from './debugger/extension/adapter/remoteLaunchers';
@@ -26,6 +27,9 @@ export interface IExtensionApi {
      * @memberof IExtensionApi
      */
     ready: Promise<void>;
+    jupyter: {
+        registerHooks(): void;
+    };
     debug: {
         /**
          * Generate an array of strings for commands to pass to the Python executable to launch the debugger for remote debugging.
@@ -103,12 +107,17 @@ export function buildApi(
     const configurationService = serviceContainer.get<IConfigurationService>(IConfigurationService);
     const interpreterService = serviceContainer.get<IInterpreterService>(IInterpreterService);
     const notebookExtensibility = serviceContainer.get<INotebookExtensibility>(INotebookExtensibility);
+    serviceManager.addSingleton<JupyterExtensionIntegration>(JupyterExtensionIntegration, JupyterExtensionIntegration);
+    const jupyterIntegration = serviceContainer.get<JupyterExtensionIntegration>(JupyterExtensionIntegration);
     const api: IExtensionApi = {
         // 'ready' will propagate the exception, but we must log it here first.
         ready: ready.catch((ex) => {
             traceError('Failure during activation.', ex);
             return Promise.reject(ex);
         }),
+        jupyter: {
+            registerHooks: () => jupyterIntegration.integrateWithJupyterExtension()
+        },
         debug: {
             async getRemoteLauncherCommand(
                 host: string,
diff --git a/src/client/datascience/api/jupyterIntegration.ts b/src/client/datascience/api/jupyterIntegration.ts
new file mode 100644
index 000000000000..4df5a8a7cd11
--- /dev/null
+++ b/src/client/datascience/api/jupyterIntegration.ts
@@ -0,0 +1,103 @@
+// tslint:disable-next-line: no-single-line-block-comment
+/* eslint-disable comma-dangle */
+// tslint:disable-next-line: no-single-line-block-comment
+/* eslint-disable implicit-arrow-linebreak */
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+import { inject, injectable } from 'inversify';
+import { CancellationToken, Event, Uri } from 'vscode';
+import { InterpreterUri } from '../../common/installer/types';
+import { IExtensions, IInstaller, InstallerResponse, Product, Resource } from '../../common/types';
+import { IEnvironmentActivationService } from '../../interpreter/activation/types';
+import { IInterpreterQuickPickItem, IInterpreterSelector } from '../../interpreter/configuration/types';
+import { IInterpreterService } from '../../interpreter/contracts';
+import { IWindowsStoreInterpreter } from '../../interpreter/locators/types';
+import { WindowsStoreInterpreter } from '../../pythonEnvironments/discovery/locators/services/windowsStoreInterpreter';
+import { PythonEnvironment } from '../../pythonEnvironments/info';
+
+type PythonApiForJupyterExtension = {
+    /**
+     * IInterpreterService
+     */
+    onDidChangeInterpreter: Event<void>;
+    /**
+     * IInterpreterService
+     */
+    getInterpreters(resource?: Uri): Promise<PythonEnvironment[]>;
+    /**
+     * IInterpreterService
+     */
+    getActiveInterpreter(resource?: Uri): Promise<PythonEnvironment | undefined>;
+    /**
+     * IInterpreterService
+     */
+    getInterpreterDetails(pythonPath: string, resource?: Uri): Promise<undefined | PythonEnvironment>;
+
+    /**
+     * IEnvironmentActivationService
+     */
+    getActivatedEnvironmentVariables(
+        resource: Resource,
+        interpreter?: PythonEnvironment,
+        allowExceptions?: boolean
+    ): Promise<NodeJS.ProcessEnv | undefined>;
+    isWindowsStoreInterpreter(pythonPath: string): Promise<boolean>;
+    /**
+     * IWindowsStoreInterpreter
+     */
+    getSuggestions(resource: Resource): Promise<IInterpreterQuickPickItem[]>;
+    /**
+     * IInstaller
+     */
+    install(product: Product, resource?: InterpreterUri, cancel?: CancellationToken): Promise<InstallerResponse>;
+};
+
+type JupyterExtensionApi = {
+    registerPythonApi(interpreterService: PythonApiForJupyterExtension): void;
+};
+
+@injectable()
+export class JupyterExtensionIntegration {
+    constructor(
+        @inject(IExtensions) private readonly extensions: IExtensions,
+        @inject(IInterpreterService) private readonly interpreterService: IInterpreterService,
+        @inject(IInterpreterSelector) private readonly interpreterSelector: IInterpreterSelector,
+        @inject(WindowsStoreInterpreter) private readonly windowsStoreInterpreter: IWindowsStoreInterpreter,
+        @inject(IInstaller) private readonly installer: IInstaller,
+        @inject(IEnvironmentActivationService) private readonly envActivation: IEnvironmentActivationService
+    ) {}
+
+    public async integrateWithJupyterExtension(): Promise<void> {
+        const jupyterExtension = this.extensions.getExtension<JupyterExtensionApi>('ms-ai-tools.jupyter');
+        if (!jupyterExtension) {
+            return;
+        }
+        await jupyterExtension.activate();
+        if (!jupyterExtension.isActive) {
+            return;
+        }
+        const jupyterExtensionApi = jupyterExtension.exports;
+        jupyterExtensionApi.registerPythonApi({
+            onDidChangeInterpreter: this.interpreterService.onDidChangeInterpreter,
+            getActiveInterpreter: async (resource?: Uri) => this.interpreterService.getActiveInterpreter(resource),
+            getInterpreterDetails: async (pythonPath: string) =>
+                this.interpreterService.getInterpreterDetails(pythonPath),
+            getInterpreters: async (resource: Uri | undefined) => this.interpreterService.getInterpreters(resource),
+            getActivatedEnvironmentVariables: async (
+                resource: Resource,
+                interpreter?: PythonEnvironment,
+                allowExceptions?: boolean
+            ) => this.envActivation.getActivatedEnvironmentVariables(resource, interpreter, allowExceptions),
+            isWindowsStoreInterpreter: async (pythonPath: string): Promise<boolean> =>
+                this.windowsStoreInterpreter.isWindowsStoreInterpreter(pythonPath),
+            getSuggestions: async (resource: Resource): Promise<IInterpreterQuickPickItem[]> =>
+                this.interpreterSelector.getSuggestions(resource),
+            install: async (
+                product: Product,
+                resource?: InterpreterUri,
+                cancel?: CancellationToken
+            ): Promise<InstallerResponse> => this.installer.install(product, resource, cancel)
+        });
+    }
+}