# How to integrate Botbaba MCP with Google ADK

```json
{
  "title": "How to integrate Botbaba MCP with Google ADK",
  "toolkit": "Botbaba",
  "toolkit_slug": "botbaba",
  "framework": "Google ADK",
  "framework_slug": "google-adk",
  "url": "https://composio.dev/toolkits/botbaba/framework/google-adk",
  "markdown_url": "https://composio.dev/toolkits/botbaba/framework/google-adk.md",
  "updated_at": "2026-05-12T10:03:42.974Z"
}
```

## Introduction

This guide walks you through connecting Botbaba to Google ADK using the Composio tool router. By the end, you'll have a working Botbaba agent that can deploy new chatbot to whatsapp channel, update chatbot greeting message instantly, fetch conversation logs for last 24 hours through natural language commands.
This guide will help you understand how to give your Google ADK agent real control over a Botbaba account through Composio's Botbaba MCP server.
Before we dive in, let's take a quick look at the key ideas and tools involved.

## Also integrate Botbaba with

- [OpenAI Agents SDK](https://composio.dev/toolkits/botbaba/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/botbaba/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/botbaba/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/botbaba/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/botbaba/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/botbaba/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/botbaba/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/botbaba/framework/cli)
- [LangChain](https://composio.dev/toolkits/botbaba/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/botbaba/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/botbaba/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/botbaba/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/botbaba/framework/crew-ai)

## TL;DR

Here's what you'll learn:
- Get a Botbaba account set up and connected to Composio
- Install the Google ADK and Composio packages
- Create a Composio Tool Router session for Botbaba
- Build an agent that connects to Botbaba through MCP
- Interact with Botbaba using natural language

## What is Google ADK?

Google ADK (Agents Development Kit) is Google's framework for building AI agents powered by Gemini models. It provides tools for creating agents that can use external services through the Model Context Protocol.
Key features include:
- Gemini Integration: Native support for Google's Gemini models
- MCP Toolset: Built-in support for Model Context Protocol tools
- Streamable HTTP: Connect to external services through streamable HTTP
- CLI and Web UI: Run agents via command line or web interface

## What is the Botbaba MCP server, and what's possible with it?

The Botbaba MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Botbaba account. It provides structured and secure access to your chatbot management platform, so your agent can perform actions like creating bots, updating conversation flows, managing integrations, deploying changes, and monitoring chatbot analytics on your behalf.
- Bot creation and configuration: Instantly create new chatbots, set up welcome messages, and configure basic settings directly from your agent.
- Conversational flow management: Update, organize, or refine conversation trees, intents, and responses for smarter, more natural chatbot interactions.
- Integration with messaging platforms: Enable your agent to connect bots with channels like WhatsApp, Facebook Messenger, and web chat for seamless communication.
- Real-time deployment and publishing: Push bot changes live or roll back updates—ensuring your chatbots stay current and relevant with minimal effort.
- Analytics and performance monitoring: Automatically fetch usage statistics, analyze user engagement, and monitor bot performance to optimize conversational experiences.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `BOTBABA_CART_CREATION_EVENT_SIMULATOR` | Shopify Cart Creation Simulator | Tool to simulate a Shopify cart creation webhook payload. Use when generating test payloads for BOTBABA_CART_CREATION_SHOPIFY_WEBHOOK. |
| `BOTBABA_CART_CREATION_SHOPIFY_WEBHOOK` | Cart Creation Shopify Webhook | Tool to receive Shopify Cart Creation webhooks. Use when configuring Shopify webhook for Cart Creation events and forwarding the payload to Botbaba. Must be called upon receiving Shopify payload. |
| `BOTBABA_CART_UPDATE_SHOPIFY_WEBHOOK` | Cart Update Shopify Webhook | Tool to forward Shopify cart update events to BotBaba. Use when processing Shopify Cart Update webhook after configuring the webhook in your store. |
| `BOTBABA_CHECKOUT_CREATION_SHOPIFY_WEBHOOK` | Shopify Checkout Creation Webhook Receiver | Tool to receive Shopify checkout creation webhook events. Use when configuring your Shopify store to notify BotBaba of checkout creation events. |
| `BOTBABA_CHECKOUT_UPDATE_SHOPIFY_WEBHOOK` | Checkout Update Shopify Webhook | Tool to forward Shopify checkout/update events to Botbaba. Use when handling Shopify checkout update notifications. |
| `BOTBABA_DELETE_BROADCAST` | Delete a broadcast campaign | Tool to delete a broadcast campaign. Use when you need to permanently remove a Botbaba broadcast by its ID after confirming it exists. |
| `BOTBABA_DELETE_CONTACT` | Delete Contact | Tool to delete a contact. Use when you have the contact ID and want to remove it from Botbaba. |
| `BOTBABA_DELETE_FLOW` | Delete a conversation flow | Tool to delete a conversation flow. Use when you need to permanently remove a Botbaba flow by its ID after confirming it exists. |
| `BOTBABA_DELETE_TAG` | Delete Tag | Tool to delete a tag. Use when you have a tag ID and want to remove it from Botbaba. Tries multiple known Botbaba endpoint variations to improve compatibility across deployments. |
| `BOTBABA_DELETE_TEMPLATE` | Delete Template | Tool to delete a message template. Use when you have the template ID and want to remove it from Botbaba. Tries multiple known Botbaba endpoint variations to improve compatibility across deployments. |
| `BOTBABA_DELETE_WEBHOOK` | Delete a webhook subscription | Tool to delete a webhook subscription. Use when you have the webhook ID and want to remove it from Botbaba. |
| `BOTBABA_EXECUTE_BOT_ACTION` | Execute Bot Action | Tool to execute a bot action or workflow. Use when triggering automated actions or workflows for a specific conversation. |
| `BOTBABA_EXECUTE_BOT_ACTION_BY_USER` | Execute Bot Action By User | Tool to execute a bot action for specific users. Use when you need to trigger actions for one or multiple bot users. |
| `BOTBABA_GET_BOT_WIDGET_SETTINGS` | Get Bot Widget Settings | Tool to retrieve widget configuration settings for a bot. Use when you need to check or verify the widget display settings, styling, or behavior configuration for a specific bot. |
| `BOTBABA_GET_BROADCAST` | Get Broadcast | Tool to retrieve details of a specific broadcast. Use when you need to confirm broadcast settings or status after creating or scheduling a broadcast. |
| `BOTBABA_GET_CONTACT` | Get BotBaba Contact | Tool to fetch a BotBaba contact by its ID. Use when you need to retrieve the full details of a contact after creation or update. |
| `BOTBABA_GET_CONTACT_ANALYTICS` | Get Contact Analytics | Tool to retrieve analytics data for contacts. Use when you need summary metrics (e.g., new or active contacts) over a date range. Note: BotBaba API does not have a dedicated contact analytics endpoint. This action aggregates data from messages and tags to provide contact interaction metrics. |
| `BOTBABA_GET_FILENAME` | Get Filename from Path | Tool to extract the filename from a file path. Use when you need to parse a file path and retrieve just the filename component. |
| `BOTBABA_GET_FLOW` | Get Flow | Tool to retrieve details of a specific flow. Use when you need the full configuration for a given flow ID. |
| `BOTBABA_GET_MESSAGE` | Get Message | Tool to retrieve status of a specific message. Use after sending a message to check its delivery status. |
| `BOTBABA_GET_MESSAGE_ANALYTICS` | Get Message Analytics | Tool to retrieve analytics data for a specific message. Use after sending a message to analyze its delivery and engagement statistics. |
| `BOTBABA_GET_TEMPLATE` | Get Template | Tool to retrieve details of a specific template. Use when you need to confirm template details before sending a message using a template. |
| `BOTBABA_GET_WEBHOOK` | Get Webhook | Tool to retrieve details of a specific webhook. Use when you need to confirm webhook configuration before debugging event deliveries. |
| `BOTBABA_LIST_BROADCASTS` | List Broadcasts | Tool to list all broadcast campaigns. Use when retrieving BotBaba broadcast campaigns with pagination. |
| `BOTBABA_LIST_FLOWS` | List Flows | Tool to list all conversation flows with their IDs and metadata. Use when you need to retrieve all available flows from your BotBaba account. |
| `BOTBABA_LIST_TAGS` | List Tags | Tool to list all tags. Use when you need to retrieve all tags available in your Botbaba account. |
| `BOTBABA_LIST_TEMPLATES` | List Templates | Tool to retrieve a paginated list of templates. Use when you need to browse or manage existing templates; supports optional search filtering. |
| `BOTBABA_LIST_WEBHOOK_EVENT_TYPES` | List Webhook Event Types | Tool to list available webhook event types. Use before creating or updating a webhook to ensure you subscribe to valid event identifiers. |
| `BOTBABA_LIST_WEBHOOKS` | List Webhooks | Tool to list all registered webhooks. Use when you need to retrieve and manage webhook subscriptions in your BotBaba account. |
| `BOTBABA_ORDER_CANCELLATION_SHOPIFY_WEBHOOK` | Receive Shopify Order Cancellation Webhook | Tool to receive Shopify order cancellation webhooks. Use when handling Shopify orders/cancelled events from your store. |
| `BOTBABA_ORDER_FULFILLMENT_EVENT_SIMULATOR` | Order Fulfillment Simulator | Tool to simulate a Shopify order fulfillment webhook payload. Use when generating test payloads for BOTBABA_ORDER_FULFILLMENT_SHOPIFY_WEBHOOK. |
| `BOTBABA_ORDER_FULFILLMENT_SHOPIFY_WEBHOOK` | Order Fulfillment Shopify Webhook | Tool to receive Shopify Order Fulfillment webhooks. Use when handling Shopify fulfillments/create or fulfillments/update events from your store. This action acknowledges receipt of the webhook and extracts key fulfillment details. |
| `BOTBABA_ORDER_PAYMENT_SHOPIFY_WEBHOOK` | Order Payment Shopify Webhook | Tool to receive Shopify Order Payment webhooks. Use when handling Shopify orders/paid events from your store. This action acknowledges receipt of the webhook and extracts key payment details from the order. |
| `BOTBABA_SEND_WHATSAPP_TEMPLATE_MESSAGES` | Send WhatsApp Template Message | Tool to forward/send a WhatsApp template message via Botbaba. Use after copying the full message JSON from the Template UI. |
| `BOTBABA_SHOPIFY_CHECKOUT_CREATION_EVENT_SIMULATOR` | Shopify Checkout Creation Simulator | Tool to simulate a Shopify checkout creation webhook payload. Use when generating test payloads for BOTBABA_CHECKOUT_CREATION_SHOPIFY_WEBHOOK. |
| `BOTBABA_SHOPIFY_CHECKOUT_UPDATE_EVENT_SIMULATOR` | Shopify Checkout Update Simulator | Tool to simulate a Shopify checkout update webhook payload. Use when generating test payloads for BOTBABA_CHECKOUT_UPDATE_SHOPIFY_WEBHOOK. |
| `BOTBABA_UPDATE_CONTACT` | Update Contact | Tool to update an existing contact. Use when needing to modify contact details after confirming contact_id. |
| `BOTBABA_UPDATE_TAG` | Update Tag | Tool to update an existing tag. Use when renaming a tag after confirming its tag ID. |
| `BOTBABA_UPDATE_TEMPLATE` | Update Template | Tool to update an existing message template. Use when you need to modify template details after confirming its template ID. Tries multiple base URLs, HTTP methods, and path variants to be resilient across different Botbaba deployments. |
| `BOTBABA_UPDATE_WEBHOOK` | Update Webhook | Tool to update an existing webhook. Use when modifying webhook URL, events, or activation status after confirming the webhook ID. |
| `BOTBABA_WA_GUPSHUP_EVENT_SIMULATOR` | Gupshup WhatsApp Webhook Event Simulator | Tool to simulate Gupshup WhatsApp webhook events. Use when testing BOTBABA_WA_GUPSHUP_MESSAGE dispatcher with different event types. |
| `BOTBABA_WA_GUPSHUP_MESSAGE` | Forward Gupshup Webhook Message | Tool to forward inbound WhatsApp webhook events from Gupshup to Botbaba. Use when handling the POST callback from Gupshup's WhatsApp integration. |

## Supported Triggers

None listed.

## Creating MCP Server - Stand-alone vs Composio SDK

The Botbaba MCP server is an implementation of the Model Context Protocol that connects your AI agent to Botbaba. It provides structured and secure access so your agent can perform Botbaba operations on your behalf through a secure, permission-based interface.
With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster.

## Step-by-step Guide

### 1. Prerequisites

Before starting, make sure you have:
- A Google API key for Gemini models
- A Composio account and API key
- Python 3.9 or later installed
- Basic familiarity with Python

### 1. Getting API Keys for Google and Composio

Google API Key
- Go to [Google AI Studio](https://aistudio.google.com/app/apikey) and create an API key.
- Copy the key and keep it safe. You will put this in GOOGLE_API_KEY.
Composio API Key and User ID
- Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs).
- Go to Settings → API Keys and copy your Composio API key. Use this for COMPOSIO_API_KEY.
- Decide on a stable user identifier to scope sessions, often your email or a user ID. Use this for COMPOSIO_USER_ID.

### 2. Install dependencies

Inside your virtual environment, install the required packages.
What's happening:
- google-adk is Google's Agents Development Kit
- composio connects your agent to Botbaba via MCP
- python-dotenv loads environment variables
```bash
pip install google-adk composio python-dotenv
```

### 3. Set up ADK project

Set up a new Google ADK project.
What's happening:
- This creates an agent folder with a root agent file and .env file
```bash
adk create my_agent
```

### 4. Set environment variables

Save all your credentials in the .env file.
What's happening:
- GOOGLE_API_KEY authenticates with Google's Gemini models
- COMPOSIO_API_KEY authenticates with Composio
- COMPOSIO_USER_ID identifies the user for session management
```bash
GOOGLE_API_KEY=your-google-api-key
COMPOSIO_API_KEY=your-composio-api-key
COMPOSIO_USER_ID=your-user-id-or-email
```

### 5. Import modules and validate environment

What's happening:
- os reads environment variables
- Composio is the main Composio SDK client
- GoogleProvider declares that you are using Google ADK as the agent runtime
- Agent is the Google ADK LLM agent class
- McpToolset lets the ADK agent call MCP tools over HTTP
```python
import os
import warnings

from composio import Composio
from dotenv import load_dotenv
from google.adk.agents.llm_agent import Agent
from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset

load_dotenv()

warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*")

GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not GOOGLE_API_KEY:
    raise ValueError("GOOGLE_API_KEY is not set in the environment.")
if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set in the environment.")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set in the environment.")
```

### 6. Create Composio client and Tool Router session

What's happening:
- Authenticates to Composio with your API key
- Declares Google ADK as the provider
- Spins up a short-lived MCP endpoint for your user and selected toolkit
- Stores the MCP HTTP URL for the ADK MCP integration
```python
composio_client = Composio(api_key=COMPOSIO_API_KEY)

composio_session = composio_client.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["botbaba"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url,
print(f"Composio MCP URL: {COMPOSIO_MCP_URL}")
```

### 7. Set up the McpToolset and create the Agent

What's happening:
- Connects the ADK agent to the Composio MCP endpoint through McpToolset
- Uses Gemini as the model powering the agent
- Lists exact tool names in instruction to reduce misnamed tool calls
```python
composio_toolset = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url=COMPOSIO_MCP_URL,
        headers={"x-api-key": COMPOSIO_API_KEY}
    )
)

root_agent = Agent(
    model="gemini-2.5-flash",
    name="composio_agent",
    description="An agent that uses Composio tools to perform actions.",
    instruction=(
        "You are a helpful assistant connected to Composio. "
        "You have the following tools available: "
        "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, "
        "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. "
        "Use these tools to help users with Botbaba operations."
    ),
    tools=[composio_toolset],
)

print("\nAgent setup complete. You can now run this agent directly ;)")
```

### 8. Run the agent

Execute the agent from the project root. The web command opens a web portal where you can chat with the agent.
What's happening:
- adk run runs the agent in CLI mode
- adk web . opens a web UI for interactive testing
```bash
# Run in CLI mode
adk run my_agent

# Or run in web UI mode
adk web
```

## Complete Code

```python
import os
import warnings

from composio import Composio
from composio_google import GoogleProvider
from dotenv import load_dotenv
from google.adk.agents.llm_agent import Agent
from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset

load_dotenv()
warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*")

GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not GOOGLE_API_KEY:
    raise ValueError("GOOGLE_API_KEY is not set in the environment.")
if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set in the environment.")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set in the environment.")

composio_client = Composio(api_key=COMPOSIO_API_KEY, provider=GoogleProvider())

composio_session = composio_client.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["botbaba"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url


composio_toolset = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url=COMPOSIO_MCP_URL,
        headers={"x-api-key": COMPOSIO_API_KEY}
    )
)

root_agent = Agent(
    model="gemini-2.5-flash",
    name="composio_agent",
    description="An agent that uses Composio tools to perform actions.",
    instruction=(
        "You are a helpful assistant connected to Composio. "
        "You have the following tools available: "
        "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, "
        "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. "
        "Use these tools to help users with Botbaba operations."
    ),  
    tools=[composio_toolset],
)

print("\nAgent setup complete. You can now run this agent directly ;)")
```

## Conclusion

You've successfully integrated Botbaba with the Google ADK through Composio's MCP Tool Router. Your agent can now interact with Botbaba using natural language commands.
Key takeaways:
- The Tool Router approach dynamically routes requests to the appropriate Botbaba tools
- Environment variables keep your credentials secure and separate from code
- Clear agent instructions reduce tool calling errors
- The ADK web UI provides an interactive interface for testing and development
You can extend this setup by adding more toolkits to the toolkits array in your session configuration.

## How to build Botbaba MCP Agent with another framework

- [OpenAI Agents SDK](https://composio.dev/toolkits/botbaba/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/botbaba/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/botbaba/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/botbaba/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/botbaba/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/botbaba/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/botbaba/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/botbaba/framework/cli)
- [LangChain](https://composio.dev/toolkits/botbaba/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/botbaba/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/botbaba/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/botbaba/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/botbaba/framework/crew-ai)

## Related Toolkits

- [Composio](https://composio.dev/toolkits/composio) - Composio is an integration platform that connects AI agents with hundreds of business tools. It streamlines authentication and lets you trigger actions across services—no custom code needed.
- [Composio search](https://composio.dev/toolkits/composio_search) - Composio search is a unified web search toolkit spanning travel, e-commerce, news, financial markets, images, and more. It lets you and your apps tap into up-to-date web data from a single, easy-to-integrate service.
- [Perplexityai](https://composio.dev/toolkits/perplexityai) - Perplexityai delivers natural, conversational AI models for generating human-like text. Instantly get context-aware, high-quality responses for chat, search, or complex workflows.
- [Browser tool](https://composio.dev/toolkits/browser_tool) - Browser tool is a virtual browser integration that lets AI agents interact with the web programmatically. It enables automated browsing, scraping, and action-taking from any AI workflow.
- [Ai ml api](https://composio.dev/toolkits/ai_ml_api) - Ai ml api is a suite of AI/ML models for natural language and image tasks. It provides fast, scalable access to advanced AI capabilities for your apps and workflows.
- [Aivoov](https://composio.dev/toolkits/aivoov) - Aivoov is an AI-powered text-to-speech platform offering 1,000+ voices in over 150 languages. Instantly turn written content into natural, human-like audio for any application.
- [All images ai](https://composio.dev/toolkits/all_images_ai) - All-Images.ai is an AI-powered image generation and management platform. It helps you create, search, and organize images effortlessly with advanced AI capabilities.
- [Anthropic administrator](https://composio.dev/toolkits/anthropic_administrator) - Anthropic administrator is an API for managing Anthropic organizational resources like members, workspaces, and API keys. It helps you automate admin tasks and streamline resource management across your Anthropic organization.
- [Api labz](https://composio.dev/toolkits/api_labz) - Api labz is a platform offering a suite of AI-driven APIs and workflow tools. It helps developers automate tasks and build smarter, more efficient applications.
- [Apipie ai](https://composio.dev/toolkits/apipie_ai) - Apipie ai is an AI model aggregator offering a single API for accessing top AI models from multiple providers. It helps developers build cost-efficient, latency-optimized AI solutions without juggling multiple integrations.
- [Astica ai](https://composio.dev/toolkits/astica_ai) - Astica ai provides APIs for computer vision, NLP, and voice synthesis. Integrate advanced AI features into your app with a single API key.
- [Bigml](https://composio.dev/toolkits/bigml) - BigML is a machine learning platform that lets you build, train, and deploy predictive models from your data. Its intuitive interface and robust API make machine learning accessible and efficient.
- [Botpress](https://composio.dev/toolkits/botpress) - Botpress is an open-source platform for building, deploying, and managing chatbots. It helps teams automate conversations and deliver rich, interactive messaging experiences.
- [Chatbotkit](https://composio.dev/toolkits/chatbotkit) - Chatbotkit is a platform for building and managing AI-powered chatbots using robust APIs and SDKs. It lets you easily add conversational AI to your apps for better user engagement.
- [Cody](https://composio.dev/toolkits/cody) - Cody is an AI assistant built for businesses, trained on your company's knowledge and data. It delivers instant answers and insights, tailored for your team.
- [Context7 MCP](https://composio.dev/toolkits/context7_mcp) - Context7 MCP delivers live, version-specific code docs and examples right from the source. It helps developers and AI agents instantly retrieve authoritative programming info—no more out-of-date docs.
- [Customgpt](https://composio.dev/toolkits/customgpt) - CustomGPT.ai lets you build and deploy chatbots tailored to your own data and business needs. Get precise and context-aware AI conversations without writing code.
- [Datarobot](https://composio.dev/toolkits/datarobot) - Datarobot is a machine learning platform that automates model development, deployment, and monitoring. It empowers organizations to quickly gain predictive insights from large datasets.
- [Deepgram](https://composio.dev/toolkits/deepgram) - Deepgram is an AI-powered speech recognition platform for accurate audio transcription and understanding. It enables fast, scalable speech-to-text with advanced audio intelligence features.
- [DeepImage](https://composio.dev/toolkits/deepimage) - DeepImage is an AI-powered image enhancer and upscaler. Get higher-quality images with just a few clicks.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Botbaba MCP?

With a standalone Botbaba MCP server, the agents and LLMs can only access a fixed set of Botbaba tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Botbaba and many other apps based on the task at hand, all through a single MCP endpoint.

### Can I use Tool Router MCP with Google ADK?

Yes, you can. Google ADK fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Botbaba tools.

### Can I manage the permissions and scopes for Botbaba while using Tool Router?

Yes, absolutely. You can configure which Botbaba scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

### How safe is my data with Composio Tool Router?

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Botbaba data and credentials are handled as safely as possible.

---
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