Revise title and description in index.md

Updated title and description for clarity and accuracy.

docs/en/sdks/JS-sdk/_index.md

@@ -1,12 +1,11 @@
 ---
-title: "JS SDK"
+title: "Javascript"
 type: docs
 weight: 7
 description: >
-  JS SDKs to connect to the MCP Toolbox server.
+  Javascript SDKs to connect to the MCP Toolbox server.
 ---
 
-
 ## Overview
 
 The MCP Toolbox service provides a centralized way to manage and expose tools
@@ -22,4 +21,48 @@ These JS SDKs act as clients for that service. They handle the communication nee
 By using these SDKs, you can easily leverage your Toolbox-managed tools directly
 within your JS applications or AI orchestration frameworks.
 
-[Github](https://github.com/googleapis/mcp-toolbox-sdk-js)
+## Which Package Should I Use?
+
+Choosing the right package depends on how you are building your application:
+
+- [`@toolbox-sdk/core`](https://github.com/googleapis/mcp-toolbox-sdk-js/tree/main/packages/toolbox-core):
+  This is a framework agnostic way to connect the tools to popular frameworks
+  like Langchain, LlamaIndex and Genkit.
+- [`@toolbox-sdk/adk`](https://github.com/googleapis/mcp-toolbox-sdk-js/tree/main/packages/toolbox-adk):
+  This package provides a seamless way to connect to [Google ADK TS](https://github.com/google/adk-js).
+
+## Available Packages
+
+This repository hosts the following TS packages. See the package-specific
+README for detailed installation and usage instructions:
+
+| Package | Target Use Case | Integration | Path | Details (README) | Npm Version |
+| :------ | :---------- | :---------- | :---------------------- | :---------- | :--------- 
+| `toolbox-core` | Framework-agnostic / Custom applications | Use directly / Custom | `packages/toolbox-core/` | 📄 [View README](https://github.com/googleapis/mcp-toolbox-sdk-js/blob/main/packages/toolbox-core/README.md) | ![npm](https://img.shields.io/npm/v/@toolbox-sdk/core) |
+| `toolbox-adk` | ADK applications | ADK | `packages/toolbox-adk/` | 📄 [View README](https://github.com/googleapis/mcp-toolbox-sdk-js/blob/main/packages/toolbox-adk/README.md) | ![npm](https://img.shields.io/npm/v/@toolbox-sdk/adk) |
+
+
+## Getting Started
+
+To get started using Toolbox tools with an application, follow these general steps:
+
+1. **Set up and Run the Toolbox Service:**
+
+    Before using the SDKs, you need the main MCP Toolbox service running. Follow
+    the instructions here: [**Toolbox Getting Started
+    Guide**](https://github.com/googleapis/genai-toolbox?tab=readme-ov-file#getting-started)
+
+2. **Install the Appropriate SDK:**
+
+    Choose the package based on your needs (see "[Which Package Should I Use?](#which-package-should-i-use)" above) and install it:
+
+    ```bash
+    # For the core, framework-agnostic SDK
+    npm install @toolbox-sdk/core
+    ```
+
+
+
+{{< notice note >}}
+Source code for [js-sdk](https://github.com/googleapis/mcp-toolbox-sdk-js)
+{{< /notice >}}

docs/en/sdks/JS-sdk/core/index.md

@@ -0,0 +1,515 @@
+---
+title: "Core"
+type: docs
+weight: 8
+description: >
+   MCP Toolbox Core SDK for integrating functionalities of MCP Toolbox into your Agentic apps.
+---
+
+## Overview
+
+The `@toolbox-sdk/core` package provides a Javascript interface to the MCP Toolbox service, enabling you to load and invoke tools from your own applications.
+
+## Supported Environments
+
+This SDK is a standard Node.js package built with TypeScript, ensuring broad compatibility with the modern JavaScript ecosystem.
+
+- Node.js: Actively supported on Node.js v18.x and higher. The package is compatible with both modern ES Module (import) and legacy CommonJS (require).
+- TypeScript: The SDK is written in TypeScript and ships with its own type declarations, providing a first-class development experience with autocompletion and type-checking out of the box.
+- JavaScript: Fully supports modern JavaScript in Node.js environments.
+
+## Installation
+
+```bash
+npm install @toolbox-sdk/core
+```
+
+## Quickstart
+
+
+1. **Start the Toolbox Service**
+   - Make sure the MCP Toolbox service is running. See the [Toolbox Getting Started Guide](/getting-started/introduction/#getting-started).
+
+2. **Minimal Example**
+
+Here's a minimal example to get you started. Ensure your Toolbox service is running and accessible.
+
+```javascript
+
+import { ToolboxClient } from '@toolbox-sdk/core';  
+const client = new ToolboxClient(URL);  
+
+async function quickstart() {  
+  try {  
+      const tools = await client.loadToolset();  
+      // Use tools  
+  } catch (error) {  
+      console.error("unable to load toolset:", error.message);  
+  }  
+}  
+quickstart();  
+```
+
+{{< notice note>}}
+ This guide uses modern ES Module (`import`) syntax. If your project uses CommonJS, you can import the library using require: `const { ToolboxClient } = require('@toolbox-sdk/core')`;.
+{{< /notice >}}
+
+## Usage
+
+Import and initialize a Toolbox client, pointing it to the URL of your running Toolbox service.
+
+```javascript
+import { ToolboxClient } from '@toolbox-sdk/core';
+
+// Replace with the actual URL where your Toolbox service is running
+const URL = 'http://127.0.0.1:5000';
+
+let client = new ToolboxClient(URL);
+const tools = await client.loadToolset();
+
+// Use the client and tools as per requirement
+```
+
+All interactions for loading and invoking tools happen through this client.
+
+{{< notice note>}}
+Closing the `ToolboxClient` also closes the underlying network session shared by all tools loaded from that client. As a result, any tool instances you have loaded will cease to function and will raise an error if you attempt to invoke them after the client is closed.
+{{< /notice >}}
+
+{{< notice note>}}
+For advanced use cases, you can provide an external `AxiosInstance` during initialization (e.g., `ToolboxClient(url, my_session)`).
+{{< /notice >}}
+
+## Transport Protocols
+
+The SDK supports multiple transport protocols to communicate with the Toolbox server. You can specify the protocol version during client initialization.
+
+### Available Protocols
+
+- `Protocol.MCP`: The default protocol version (currently aliases to `MCP_v20250618`).
+- `Protocol.MCP_v20241105`: Use this for compatibility with older MCP servers (November 2024 version).
+- `Protocol.MCP_v20250326`: March 2025 version.
+- `Protocol.MCP_v20250618`: June 2025 version.
+- `Protocol.MCP_v20251125`: November 2025 version.
+- `Protocol.TOOLBOX`: Legacy Toolbox protocol.
+
+### Specifying a Protocol
+
+You can explicitly set the protocol by passing the `protocol` argument to the `ToolboxClient` constructor.
+
+```javascript
+import { ToolboxClient, Protocol } from '@toolbox-sdk/core';
+
+const URL = 'http://127.0.0.1:5000';
+
+// Initialize with a specific protocol version
+const client = new ToolboxClient(URL, null, null, Protocol.MCP_v20241105);
+
+const tools = await client.loadToolset();
+```
+
+## Loading Tools
+
+You can load tools individually or in groups (toolsets) as defined in your Toolbox service configuration. Loading a toolset is convenient when working with multiple related functions, while loading a single tool offers more granular control.
+
+### Load a toolset
+
+A toolset is a collection of related tools. You can load all tools in a toolset or a specific one:
+
+```javascript
+// Load all tools
+const tools = await toolbox.loadToolset()
+
+// Load a specific toolset
+const tools = await toolbox.loadToolset("my-toolset")
+```
+
+### Load a single tool
+
+Loads a specific tool by its unique name. This provides fine-grained control.
+
+```javascript
+const tool = await toolbox.loadTool("my-tool")
+```
+
+## Invoking Tools
+
+Once loaded, tools behave like awaitable JS functions. You invoke them using `await` and pass arguments corresponding to the parameters defined in the tool's configuration within the Toolbox service.
+
+```javascript
+const tool = await toolbox.loadTool("my-tool")
+const result = await tool.runAsync(args: {a: 5, b: 2})
+```
+
+{{< notice tip>}}
+For a more comprehensive guide on setting up the Toolbox service itself, which you'll need running to use this SDK, please refer to the [Toolbox Quickstart Guide](getting-started/local_quickstart).
+{{< /notice >}}
+
+## Client to Server Authentication
+
+This section describes how to authenticate the ToolboxClient itself when
+connecting to a Toolbox server instance that requires authentication. This is
+crucial for securing your Toolbox server endpoint, especially when deployed on
+platforms like Cloud Run, GKE,  or any environment where unauthenticated access is restricted.
+
+This client-to-server authentication ensures that the Toolbox server can verify
+the identity of the client making the request before any tool is loaded or
+called. It is different from [Authenticating Tools](#authenticating-tools),
+which deals with providing credentials for specific tools within an already
+connected Toolbox session.
+
+### When is Client-to-Server Authentication Needed?
+
+You'll need this type of authentication if your Toolbox server is configured to
+deny unauthenticated requests. For example:
+
+- Your Toolbox server is deployed on Cloud Run and configured to "Require authentication."
+- Your server is behind an Identity-Aware Proxy (IAP) or a similar authentication layer.
+- You have custom authentication middleware on your self-hosted Toolbox server.
+
+Without proper client authentication in these scenarios, attempts to connect or
+make calls (like `load_tool`) will likely fail with `Unauthorized` errors.
+
+### How it works
+
+The `ToolboxClient` allows you to specify functions that dynamically generate
+HTTP headers for every request sent to the Toolbox server. The most common use
+case is to add an [Authorization
+header](https://developer.mozilla.org/en-US/docs/Web/HTTP/Reference/Headers/Authorization)
+with a bearer token (e.g., a Google ID token).
+
+These header-generating functions are called just before each request, ensuring that fresh credentials or header values can be used.
+
+### Configuration
+
+You can configure these dynamic headers as seen below:
+
+```javascript
+import { ToolboxClient } from '@toolbox-sdk/adk';
+import {getGoogleIdToken} from '@toolbox-sdk/core/auth'
+
+const URL = 'http://127.0.0.1:5000';
+const getGoogleIdTokenGetter = () => getGoogleIdToken(URL);
+const client = new ToolboxClient(URL, null, {"Authorization": getGoogleIdTokenGetter});
+
+// Use the client as usual
+```
+
+### Authenticating with Google Cloud Servers
+
+For Toolbox servers hosted on Google Cloud (e.g., Cloud Run) and requiring
+`Google ID token` authentication, the helper module
+[auth_methods](src/toolbox_core/authMethods.ts) provides utility functions.
+
+### Step by Step Guide for Cloud Run
+
+1. **Configure Permissions**: [Grant](https://cloud.google.com/run/docs/securing/managing-access#service-add-principals) the `roles/run.invoker` IAM role on the Cloud
+   Run service to the principal. This could be your `user account email` or a
+   `service account`.
+2. **Configure Credentials**
+    - Local Development: Set up
+   [ADC](https://cloud.google.com/docs/authentication/set-up-adc-local-dev-environment).
+    - Google Cloud Environments: When running within Google Cloud (e.g., Compute
+      Engine, GKE, another Cloud Run service, Cloud Functions), ADC is typically
+      configured automatically, using the environment's default service account.
+3. **Connect to the Toolbox Server**
+
+    ```javascript
+    import { ToolboxClient } from '@toolbox-sdk/adk';
+    import {getGoogleIdToken} from '@toolbox-sdk/core/auth'
+
+    const URL = 'http://127.0.0.1:5000';
+    const getGoogleIdTokenGetter = () => getGoogleIdToken(URL);
+    const client = new ToolboxClient(URL, null, {"Authorization": getGoogleIdTokenGetter});
+
+    // Use the client as usual
+    ```
+
+## Authenticating Tools
+
+{{< notice note>}}
+**Always use HTTPS** to connect your application with the Toolbox service, especially in **production environments** or whenever the communication involves **sensitive data** (including scenarios where tools require authentication tokens). Using plain HTTP lacks encryption and exposes your application and data to significant security risks, such as eavesdropping and tampering.
+{{< /notice >}}
+
+Tools can be configured within the Toolbox service to require authentication,
+ensuring only authorized users or applications can invoke them, especially when
+accessing sensitive data.
+
+### When is Authentication Needed?
+
+Authentication is configured per-tool within the Toolbox service itself. If a
+tool you intend to use is marked as requiring authentication in the service, you
+must configure the SDK client to provide the necessary credentials (currently
+Oauth2 tokens) when invoking that specific tool.
+
+### Supported Authentication Mechanisms
+
+The Toolbox service enables secure tool usage through **Authenticated Parameters**. For detailed information on how these mechanisms work within the Toolbox service and how to configure them, please refer to [Toolbox Service Documentation - Authenticated Parameters](resources/tools/#authenticated-parameters)
+
+### Step 1: Configure Tools in Toolbox Service
+
+First, ensure the target tool(s) are configured correctly in the Toolbox service
+to require authentication. Refer to the [Toolbox Service Documentation -
+Authenticated
+Parameters](resources/tools/#authenticated-parameters)
+for instructions.
+
+### Step 2: Configure SDK Client
+
+Your application needs a way to obtain the required Oauth2 token for the
+authenticated user. The SDK requires you to provide a function capable of
+retrieving this token *when the tool is invoked*.
+
+#### Provide an ID Token Retriever Function
+
+You must provide the SDK with a function (sync or async) that returns the
+necessary token when called. The implementation depends on your application's
+authentication flow (e.g., retrieving a stored token, initiating an OAuth flow).
+
+{{< notice note>}}
+The name used when registering the getter function with the SDK (e.g., `"my_api_token"`) must exactly match the `name` of the corresponding `authServices` defined in the tool's configuration within the Toolbox service.
+{{< /notice >}}
+
+```javascript
+
+async function getAuthToken() {
+    // ... Logic to retrieve ID token (e.g., from local storage, OAuth flow)
+    // This example just returns a placeholder. Replace with your actual token retrieval.
+    return "YOUR_ID_TOKEN" // Placeholder
+}    
+```
+{{< notice tip>}}
+Your token retriever function is invoked every time an authenticated parameter requires a token for a tool call. Consider implementing caching logic within this function to avoid redundant token fetching or generation, especially for tokens with longer validity periods or if the retrieval process is resource-intensive.
+{{< /notice >}}
+
+#### Option A: Add Authentication to a Loaded Tool
+
+You can add the token retriever function to a tool object *after* it has been
+loaded. This modifies the specific tool instance.
+
+```javascript
+const URL = 'http://127.0.0.1:5000';
+let client = new ToolboxClient(URL);
+let tool = await client.loadTool("my-tool")
+
+const authTool = tool.addAuthTokenGetter("my_auth", get_auth_token)  // Single token
+
+// OR
+
+const multiAuthTool = tool.addAuthTokenGetters({
+    "my_auth_1": getAuthToken1,
+    "my_auth_2": getAuthToken2,
+})  // Multiple tokens
+```
+
+#### Option B: Add Authentication While Loading Tools
+
+You can provide the token retriever(s) directly during the `loadTool` or
+`loadToolset` calls. This applies the authentication configuration only to the
+tools loaded in that specific call, without modifying the original tool objects
+if they were loaded previously.
+
+```javascript
+const authTool = await toolbox.loadTool("toolName", {"myAuth": getAuthToken})
+
+// OR
+
+const authTools = await toolbox.loadToolset({"myAuth": getAuthToken})
+```
+
+{{< notice note>}}
+Adding auth tokens during loading only affect the tools loaded within that call.
+{{< /notice >}}
+
+### Complete Authentication Example
+
+```javascript
+import { ToolboxClient } from '@toolbox-sdk/core';
+
+async function getAuthToken() {
+    // ... Logic to retrieve ID token (e.g., from local storage, OAuth flow)
+    // This example just returns a placeholder. Replace with your actual token retrieval.
+    return "YOUR_ID_TOKEN" // Placeholder
+}
+
+const URL = 'http://127.0.0.1:5000';
+let client = new ToolboxClient(URL);
+const tool = await client.loadTool("my-tool");
+const authTool = tool.addAuthTokenGetters({"my_auth": getAuthToken});
+const result = await authTool({input:"some input"});
+console.log(result);
+```
+
+## Binding Parameter Values
+
+The SDK allows you to pre-set, or "bind", values for specific tool parameters
+before the tool is invoked or even passed to an LLM. These bound values are
+fixed and will not be requested or modified by the LLM during tool use.
+
+### Why Bind Parameters?
+
+- **Protecting sensitive information:**  API keys, secrets, etc.
+- **Enforcing consistency:** Ensuring specific values for certain parameters.
+- **Pre-filling known data:**  Providing defaults or context.
+
+{{< notice note>}}
+The parameter names used for binding (e.g., `"api_key"`) must exactly match the parameter names defined in the tool's configuration within the Toolbox service.
+{{< /notice >}}
+
+{{< notice note>}}
+You do not need to modify the tool's configuration in the Toolbox service to bind parameter values using the SDK.
+{{< /notice >}}
+
+### Option A: Binding Parameters to a Loaded Tool
+
+Bind values to a tool object *after* it has been loaded. This modifies the
+specific tool instance.
+
+```javascript
+
+import { ToolboxClient } from '@toolbox-sdk/core';
+
+const URL = 'http://127.0.0.1:5000';
+let client = new ToolboxClient(URL);
+const tool = await client.loadTool("my-tool");
+
+const boundTool = tool.bindParam("param", "value");
+
+// OR
+
+const boundTool = tool.bindParams({"param": "value"});
+```
+
+### Option B: Binding Parameters While Loading Tools
+
+Specify bound parameters directly when loading tools. This applies the binding
+only to the tools loaded in that specific call.
+
+```javascript
+const boundTool = await client.loadTool("my-tool", null, {"param": "value"})
+
+// OR
+
+const boundTools = await client.loadToolset(null, {"param": "value"})
+```
+
+{{< notice note>}}
+Bound values during loading only affect the tools loaded in that call.
+{{< /notice >}}
+
+### Binding Dynamic Values
+
+Instead of a static value, you can bind a parameter to a synchronous or
+asynchronous function. This function will be called *each time* the tool is
+invoked to dynamically determine the parameter's value at runtime.
+
+
+```javascript
+
+async function getDynamicValue() {
+    // Logic to determine the value
+    return "dynamicValue";
+}
+
+const dynamicBoundTool = tool.bindParam("param", getDynamicValue)
+```
+
+{{< notice note>}}
+You don't need to modify tool configurations to bind parameter values.
+{{< /notice >}}
+
+# Using with Orchestration Frameworks
+
+<details open>
+
+<summary>Langchain</summary>
+
+[LangchainJS](https://js.langchain.com/docs/introduction/)
+
+```javascript
+import {ToolboxClient} from "@toolbox-sdk/core"
+import { tool } from "@langchain/core/tools";
+
+let client = ToolboxClient(URL)
+multiplyTool = await client.loadTool("multiply")
+
+const multiplyNumbers = tool(multiplyTool, {
+    name: multiplyTool.getName(),
+    description: multiplyTool.getDescription(),
+    schema: multiplyTool.getParamSchema()
+});
+
+await multiplyNumbers.invoke({ a: 2, b: 3 });
+```
+
+The `multiplyNumbers` tool is compatible with [Langchain/Langraph
+agents](http://js.langchain.com/docs/concepts/agents/)
+such as [React
+Agents](https://langchain-ai.github.io/langgraphjs/reference/functions/langgraph_prebuilt.createReactAgent.html).
+
+</details>
+
+<details>
+
+<summary>LlamaIndex</summary>
+
+[LlamaindexTS](https://ts.llamaindex.ai/)
+
+```javascript
+import {ToolboxClient} from "@toolbox-sdk/core"
+import { tool } from "llamaindex";
+
+let client = ToolboxClient(URL)
+multiplyTool = await client.loadTool("multiply")
+
+const multiplyNumbers = tool({
+    name: multiplyTool.getName(),
+    description: multiplyTool.getDescription(),
+    parameters: multiplyTool.getParamSchema(),
+    execute: mutliplyTool
+});
+
+await multiplyNumbers.call({ a: 2, b: 3 });
+```
+
+The `multiplyNumbers` tool is compatible with LlamaIndex
+[agents](https://ts.llamaindex.ai/docs/llamaindex/migration/deprecated/agent)
+and [agent
+workflows](https://ts.llamaindex.ai/docs/llamaindex/modules/agents/agent_workflow).
+
+</details>
+
+<details>
+
+<summary>Genkit</summary>
+
+[GenkitJS](https://genkit.dev/docs/get-started/#_top)
+```javascript
+import {ToolboxClient} from "@toolbox-sdk/core"
+import { genkit, z } from 'genkit';
+import { googleAI } from '@genkit-ai/googleai';
+
+
+let client = ToolboxClient(URL)
+multiplyTool = await client.loadTool("multiply")
+
+const ai = genkit({
+  plugins: [googleAI()],
+  model: googleAI.model('gemini-1.5-pro'),
+});
+
+const multiplyNumbers = ai.defineTool({
+    name: multiplyTool.getName(),
+    description: multiplyTool.getDescription(),
+    inputSchema: multiplyTool.getParamSchema(),
+  },
+  multiplyTool,
+);
+
+await ai.generate({
+  prompt: 'Can you multiply 5 and 7?',
+  tools: [multiplyNumbers],
+});
+```
+
+</details>

docs/en/sdks/go-sdk/_index.md

@@ -7,41 +7,6 @@ description: >
 ---
 
 
-## Overview
-
-![MCP Toolbox
-Logo](https://raw.githubusercontent.com/googleapis/genai-toolbox/main/logo.png)
-
-# MCP Toolbox SDKs for Go
-
-[![License: Apache
-2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
-[![Docs](https://img.shields.io/badge/Docs-MCP_Toolbox-blue)](https://googleapis.github.io/genai-toolbox/)
-[![Discord](https://img.shields.io/badge/Discord-%235865F2.svg?style=flat&logo=discord&logoColor=white)](https://discord.gg/Dmm69peqjh)
-[![Medium](https://img.shields.io/badge/Medium-12100E?style=flat&logo=medium&logoColor=white)](https://medium.com/@mcp_toolbox)
-[![Go Report Card](https://goreportcard.com/badge/github.com/googleapis/mcp-toolbox-sdk-go)](https://goreportcard.com/report/github.com/googleapis/mcp-toolbox-sdk-go)
-[![Module Version](https://img.shields.io/github/v/release/googleapis/mcp-toolbox-sdk-go)](https://img.shields.io/github/v/release/googleapis/mcp-toolbox-sdk-go)
-[![Go Version](https://img.shields.io/github/go-mod/go-version/googleapis/mcp-toolbox-sdk-go)](https://img.shields.io/github/go-mod/go-version/googleapis/mcp-toolbox-sdk-go)
-
-This repository contains the Go SDK designed to seamlessly integrate the
-functionalities of the [MCP
-Toolbox](https://github.com/googleapis/genai-toolbox) into your Gen AI
-applications. The SDK allow you to load tools defined in Toolbox and use them
-as standard Go tools within popular orchestration frameworks
-or your custom code.
-
-This simplifies the process of incorporating external functionalities (like
-Databases or APIs) managed by Toolbox into your GenAI applications.
-
-<!-- TOC -->
-
-- [Overview](#overview)
-- [Which Package Should I Use?](#which-package-should-i-use)
-- [Available Packages](#available-packages)
-- [Getting Started](#getting-started)
-
-<!-- /TOC -->
-
 ## Overview
 
 The MCP Toolbox service provides a centralized way to manage and expose tools
@@ -57,58 +22,4 @@ The Go SDK act as clients for that service. They handle the communication needed
 By using the SDK, you can easily leverage your Toolbox-managed tools directly
 within your Go applications or AI orchestration frameworks.
 
-## Which Package Should I Use?
-
-Choosing the right package depends on how you are building your application:
-
-- [`core`](https://github.com/googleapis/mcp-toolbox-sdk-go/tree/main/core):
-  This is a framework agnostic way to connect the tools to popular frameworks
-  like Google GenAI, LangChain, etc.
-
-- [`tbadk`](https://github.com/googleapis/mcp-toolbox-sdk-go/tree/main/tbadk):
-  This package provides a way to connect tools to ADK Go.
-
-- [`tbgenkit`](https://github.com/googleapis/mcp-toolbox-sdk-go/tree/main/tbgenkit):
-  This package provides a functionality to convert the Tool fetched using the core package
-  into a Genkit Go compatible tool.
-
-## Available Packages
-
-This repository hosts the following Go packages. See the package-specific
-README for detailed installation and usage instructions:
-
-| Package | Target Use Case | Integration | Path | Details (README) |
-| :------ | :----------| :---------- | :---------------------- | :---------- |
-| `core` | Framework-agnostic / Custom applications | Use directly / Custom | `core/` | 📄 [View README](https://github.com/googleapis/mcp-toolbox-sdk-go/blob/main/core/README.md) |
-| `tbadk` | ADK Go | Use directly | `tbadk/` | 📄 [View README](https://github.com/googleapis/mcp-toolbox-sdk-go/blob/main/tbadk/README.md) |
-| `tbgenkit` | Genkit Go | Along with core | `tbgenkit/` | 📄 [View README](https://github.com/googleapis/mcp-toolbox-sdk-go/blob/main/tbgenkit/README.md) |
-
-## Getting Started
-
-To get started using Toolbox tools with an application, follow these general steps:
-
-1. **Set up and Run the Toolbox Service:**
-
-    Before using the SDKs, you need the MCP Toolbox server running. Follow
-    the instructions here: [**Toolbox Getting Started
-    Guide**](https://github.com/googleapis/genai-toolbox?tab=readme-ov-file#getting-started)
-
-2. **Install the Appropriate SDK:**
-
-    Choose the package based on your needs (see "[Which Package Should I Use?](#which-package-should-i-use)" above)
-    Use this command to install the SDK module
-
-    ```bash
-    # For the core, framework-agnostic SDK
-    go get github.com/googleapis/mcp-toolbox-sdk-go
-    ```
-
-3. **Use the SDK:**
-
-    Consult the README for your chosen package (linked in the "[Available
-    Packages](#available-packages)" section above) for detailed instructions on
-    how to connect the client, load tool definitions, invoke tools, configure
-    authentication/binding, and integrate them into your application or
-    framework.
-
 [Github](https://github.com/googleapis/mcp-toolbox-sdk-go)

docs/en/sdks/go-sdk/tbgenkit/_index.md

@@ -1,148 +0,0 @@
----
-title: "tbGenkit Package"
-linkTitle: "tbGenkit"
-type: docs
-weight: 1
----
-
-![MCP Toolbox Logo](https://raw.githubusercontent.com/googleapis/genai-toolbox/main/logo.png)
-
-# MCP Toolbox TBGenkit Package
-
-[![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
-
-This package allows you to seamlessly integrate the functionalities of
-[Toolbox](https://github.com/googleapis/genai-toolbox) allowing you to load and
-use tools defined in the service as standard Genkit Tools within your Genkit Go
-applications.
-
-This simplifies integrating external functionalities (like APIs, databases, or
-custom logic) managed by the Toolbox into your workflows, especially those
-involving Large Language Models (LLMs).
-
-
-<!-- TOC ignore:true -->
-<!-- TOC -->
-
-- [Installation](#installation)
-- [Quickstart](#quickstart)
-- [Convert Toolbox Tool to a Genkit Tool](#convert-toolbox-tool-to-a-genkit-tool)
-- [Contributing](#contributing)
-- [License](#license)
-- [Support](#support)
-- [Samples for Reference](#samples-for-reference)
-<!-- /TOC -->
-
-## Installation
-
-```bash
-go get github.com/googleapis/mcp-toolbox-sdk-go
-```
-This SDK is supported on Go version 1.24.4 and higher.
-
-## Quickstart
-
-For more information on how to load a ToolboxTool, see [the core package](https://github.com/googleapis/mcp-toolbox-sdk-go/tree/main/core)
-
-## Convert Toolbox Tool to a Genkit Tool
-
-```go
-"github.com/googleapis/mcp-toolbox-sdk-go/tbgenkit"
-
-func main() {
-  // Assuming the toolbox tool is loaded
-  // Make sure to add error checks for debugging
-  ctx := context.Background()
-  g, err := genkit.Init(ctx)
-
-  genkitTool, err := tbgenkit.ToGenkitTool(toolboxTool, g)
-
-}
-```
-
-For end-to-end example on how to use Toolbox with Genkit Go, check out the [/samples/](https://github.com/googleapis/mcp-toolbox-sdk-go/tree/main/tbgenkit/samples) folder
-
-# Contributing
-
-Contributions are welcome! Please refer to the [DEVELOPER.md](/DEVELOPER.md)
-file for guidelines on how to set up a development environment and run tests.
-
-# License
-
-This project is licensed under the Apache License 2.0. See the
-[LICENSE](https://github.com/googleapis/mcp-toolbox-sdk-go/blob/main/LICENSE) file for details.
-
-# Support
-
-If you encounter issues or have questions, check the existing [GitHub Issues](https://github.com/googleapis/genai-toolbox/issues) for the main Toolbox project.
-
-# Samples for Reference
-
-<details>
-<summary>Genkit Go</summary>
-
-```go
-//This sample contains a complete example on how to integrate MCP Toolbox Go SDK with Genkit Go using the tbgenkit package.
-package main
-
-import (
-	"context"
-	"fmt"
-	"log"
-
-	"github.com/googleapis/mcp-toolbox-sdk-go/core"
-	"github.com/googleapis/mcp-toolbox-sdk-go/tbgenkit"
-
-	"github.com/firebase/genkit/go/ai"
-	"github.com/firebase/genkit/go/genkit"
-	"github.com/firebase/genkit/go/plugins/googlegenai"
-)
-
-func main() {
-	ctx := context.Background()
-	toolboxClient, err := core.NewToolboxClient("http://127.0.0.1:5000")
-	if err != nil {
-		log.Fatalf("Failed to create Toolbox client: %v", err)
-	}
-
-	// Load the tools using the MCP Toolbox SDK.
-	tools, err := toolboxClient.LoadToolset("my-toolset", ctx)
-	if err != nil {
-		log.Fatalf("Failed to load tools: %v\nMake sure your Toolbox server is running and the tool is configured.", err)
-	}
-
-	// Initialize genkit
-  g := genkit.Init(ctx,
-		genkit.WithPlugins(&googlegenai.GoogleAI{}),
-		genkit.WithDefaultModel("googleai/gemini-1.5-flash"),
-	)
-
-	// Convert your tool to a Genkit tool.
-	genkitTools := make([]ai.Tool, len(tools))
-	for i, tool := range tools {
-		newTool, err := tbgenkit.ToGenkitTool(tool, g)
-		if err != nil {
-			log.Fatalf("Failed to convert tool: %v\n", err)
-		}
-		genkitTools[i] = newTool
-	}
-
-	toolRefs := make([]ai.ToolRef, len(genkitTools))
-
-	for i, tool := range genkitTools {
-		toolRefs[i] = tool
-	}
-
-	// Generate llm response using prompts and tools.
-	resp, err := genkit.Generate(ctx, g,
-		ai.WithPrompt("Find hotels in Basel with Basel in it's name."),
-		ai.WithTools(toolRefs...),
-	)
-	if err != nil {
-		log.Fatalf("%v\n", err)
-	}
-	fmt.Println(resp.Text())
-}
-```
-
-</details>