How to integrate Insighto ai MCP with Google ADK

This guide walks you through connecting Insighto ai to Google ADK using the Composio tool router. By the end, you'll have a working Insighto ai agent that can send whatsapp message to all new leads, fetch conversation history for a specific contact, list all available chatbot intents today through natural language commands. This guide will help you understand how to give your Google ADK agent real control over a Insighto ai account through Composio's Insighto ai MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Insighto ai

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Insighto.ai is an AI-powered platform for building conversational chatbots and voice agents. Engage customers across web, messaging apps, and voice with smart, automated conversations.

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Introduction

This guide will help you understand how to give your Google ADK agent real control over a Insighto ai account through Composio's Insighto ai MCP server.

Before we dive in, let's take a quick look at the key ideas and tools involved.

Also integrate Insighto ai with

OpenAI Agents SDK Claude Agent SDK Claude Code Claude Cowork Codex OpenClaw Hermes CLI LangChain Vercel AI SDK Mastra AI LlamaIndex CrewAI

TL;DR

Here's what you'll learn:

Get a Insighto ai account set up and connected to Composio
Install the Google ADK and Composio packages
Create a Composio Tool Router session for Insighto ai
Build an agent that connects to Insighto ai through MCP
Interact with Insighto ai 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 Insighto ai MCP server, and what's possible with it?

The Insighto ai MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Insighto ai account. It provides structured and secure access to your conversational AI assets, so your agent can create new intents, manage contacts, analyze conversations, deploy widgets, and broadcast messages across channels on your behalf.

Intent creation and management: Easily add or review conversational intents to enhance your chatbots and voice agents, making them smarter and more responsive.
Bulk contact communication: Let your agent send messages to multiple contacts in bulk through WhatsApp or SMS, enabling efficient campaign blasts and customer updates.
Comprehensive contact and conversation insights: Retrieve full contact profiles, browse lists of contacts, and access detailed conversation metadata for analytics or personalized support.
Widget and provider deployment: Quickly create and configure new widgets and providers to extend your AI’s reach across new channels and platforms.
Datasource and metadata management: Fetch and inspect all data sources and custom contact fields, so your agent can sync, organize, or enrich customer data as needed.

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

Composio's Composio SDK helps agents find the right tools for a task at runtime. You can plug in multiple toolkits (like Gmail, HubSpot, and GitHub), and the agent will identify the relevant app and action to complete multi-step workflows. This can reduce token usage and improve the reliability of tool calls. Read more here: Getting started with Composio SDK

The tool router generates a secure MCP URL that your agents can access to perform actions.

How the Composio SDK works

The Composio SDK follows a three-phase workflow:

Discovery: Searches for tools matching your task and returns relevant toolkits with their details.
Authentication: Checks for active connections. If missing, creates an auth config and returns a connection URL via Auth Link.
Execution: Executes the action using the authenticated connection.

Step-by-step Guide

Step by step09 STEPS

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

Getting API Keys for Google and Composio

Google API Key

Go to Google AI Studio 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.
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.

Install dependencies

bash

pip install google-adk composio python-dotenv

Inside your virtual environment, install the required packages.

What's happening:

google-adk is Google's Agents Development Kit
composio connects your agent to Insighto ai via MCP
python-dotenv loads environment variables

Set up ADK project

bash

adk create my_agent

Set up a new Google ADK project.

What's happening:

This creates an agent folder with a root agent file and .env file

Set environment variables

bash

GOOGLE_API_KEY=your-google-api-key
COMPOSIO_API_KEY=your-composio-api-key
COMPOSIO_USER_ID=your-user-id-or-email

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

Import modules and validate environment

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.")

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

Create Composio client and Tool Router session

python

composio_client = Composio(api_key=COMPOSIO_API_KEY)

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

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

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

Set up the McpToolset and create the Agent

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 Insighto ai operations."
    ),
    tools=[composio_toolset],
)

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

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

Run the agent

bash

# Run in CLI mode
adk run my_agent

# Or run in web UI mode
adk web

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

Complete Code

Here's the complete code to get you started with Insighto ai and Google ADK:

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=["insighto_ai"],
)

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 Insighto ai operations."
    ),  
    tools=[composio_toolset],
)

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

Conclusion

You've successfully integrated Insighto ai with the Google ADK through Composio's MCP Tool Router. Your agent can now interact with Insighto ai using natural language commands.

Key takeaways:

The Tool Router approach dynamically routes requests to the appropriate Insighto ai 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.

TOOLS

Supported Tools

Every Insighto ai action and event your agent gets out of the box.

Add Intent To Assistant

Tool to add an intent to an assistant in Insighto.

Create Agency

Tool to create a new agency in Insighto.

Create Contact Custom Field

Tool to create a new contact custom field in Insighto.

Create Form

Tool to create a new form in Insighto.

Create Intent

Tool to create a new intent in Insighto.

Create Prompt

Tool to create a new prompt in Insighto.

Create Provider

Creates a new AI provider configuration (e.

Create Tag

Tool to create a new tag in Insighto.

Create Toolfunction

Tool to create a new toolfunction in Insighto.

Create Webhook

Tool to create a new outbound webhook in Insighto.

Create Widget

Tool to create a new widget with specified attributes.

Delete Assistant By ID

Tool to delete an assistant by its ID.

Delete Bulk Forms By IDs

Tool to delete multiple forms by their IDs in a single operation.

Delete Contacts In Bulk

Tool to delete multiple contacts in bulk.

Delete Form By ID

Tool to delete a form by its unique identifier.

Delete Linked Assistant Datasource

Tool to delete (unlink) a datasource from a linked assistant in Insighto.

Delete Link Tag Entity By ID

Tool to delete a link_tag_entity by its ID.

Delete Prompt By ID

Tool to delete a prompt by its unique ID.

Delete Provider By ID

Tool to delete an AI provider configuration by its unique identifier.

Delete Tag By ID

Tool to delete a tag by its unique identifier.

Delete Tool By ID

Tool to delete a tool by its ID.

Delete Toolfunction By ID

Tool to delete a toolfunction by its ID.

Delete Twilio Auth By ID

Tool to delete a Twilio authentication configuration by its ID.

Delete UserWhatsApp By ID

Tool to delete a UserWhatsApp by its ID.

Delete Widget By ID

Tool to delete a widget by its unique ID.

Get Agency Billing Plan

Tool to retrieve details of a specific agency billing plan by ID.

Get Agency Branding By ID

Tool to retrieve branding configuration for a specific agency by agency ID.

Get Agent List

Tool to fetch a paginated list of agents.

Get Assistant By ID

Tool to retrieve details of a specific assistant by assistant ID.

Get Captured Form By Form ID

Tool to retrieve captured form submissions by form ID.

Get Contact By ID

Tool to retrieve details of a specific contact by contact ID.

Get Datasource By ID

Tool to retrieve details of a specific datasource by datasource ID.

Get Intent By ID

Tool to retrieve details of a specific intent by its ID.

Get List Of Contacts

Tool to fetch a paginated list of contacts.

Get List Of Conversations

Tool to fetch a list of conversations.

Get List Of Datasources

Retrieves a paginated list of data sources from Insighto AI.

Get List Of Data Sources Linked To Assistant Id

Tool to retrieve a paginated list of data sources linked to a specific assistant.

Get List Of Widgets Linked To Assistant Id

Tool to fetch a paginated list of widgets linked to a specific assistant.

Get Pricing For User

Tool to retrieve pricing information for Insighto.

Get Prompt By ID

Tool to retrieve details of a specific prompt by prompt ID.

Get Provider By ID

Tool to retrieve details of a specific provider by provider ID.

Get Speechtotext List

Tool to fetch a paginated list of available speech-to-text voice configurations.

Get Widget By ID

Tool to retrieve details of a specific widget by widget ID.

List Channels

Tool to retrieve a paginated list of channels.

Read Campaign Contact List

Tool to retrieve a paginated list of contacts associated with a specific campaign.

Read Contact Custom Field List

Tool to retrieve a list of custom fields associated with contacts.

Read Contact Sync Log List

Tool to retrieve a paginated list of contact sync logs.

Read Intents List

Tool to retrieve a list of all intents.

Read Tag List

Tool to retrieve a paginated list of tags.

Read Tool Function Invoke Log List

Tool to retrieve a paginated list of tool function invoke logs.

Read Tool Toolfunction List

Tool to retrieve a paginated list of tool functions for a specific tool.

Read Twilio Auth List

Tool to retrieve a paginated list of Twilio authentications.

Retrieve Linked Tool And User

Tool to retrieve linked tool and user information for a specific tool.

Retrieve List Of User Custom Voice

Tool to retrieve a paginated list of user custom voices.

Retrieve User Monthly Usages Aggregation

Tool to retrieve user monthly usages aggregation data.

Retrieve Webhook Log

Tool to retrieve webhook logs for a specific webhook.

Send Messages To Contacts

Tool to send messages to a list of contacts in bulk.

Update Link Tool User

Tool to update a link tool user by its ID.

Update Tool By ID

Tool to update a tool by its ID.

Update Toolfunction By ID

Tool to update an existing toolfunction by its ID.

Update Twilio Auth By ID

Tool to update a Twilio authentication configuration by its ID.

Update User Profile

Tool to update a user profile in Insighto.

Update UserWhatsApp By ID

Tool to update a UserWhatsApp configuration by its ID.

Update Webhook By ID

Tool to update an outbound webhook by its unique ID.

Upsert Contact By Email Or Phone Number

Tool to upsert (create or update) a contact in Insighto.

FRAMEWORKS

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OpenAI Agents SDK

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Claude Agent SDK

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Claude Code

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Claude Cowork

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Codex

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OpenClaw

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Hermes

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CLI

Use Insighto ai MCP with CLI

LangChain

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Vercel AI SDK

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Mastra AI

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LlamaIndex

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CrewAI

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Bidsketch

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FAQ

Frequently asked questions

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

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 Insighto ai tools.

Yes, absolutely. You can configure which Insighto ai 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.

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 Insighto ai data and credentials are handled as safely as possible.

Start with Insighto ai.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Insighto ai tool your agent needs.Free to start.

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Customer stories

Teams ship real agents on Composio

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Karan skipped his own birthday party to fix our critical issue. It was 10pm and he diverted his Waymo to help us instead. This really sets the bar — it shows the commitment you need when users rely on your software.

Harsha Gaddipati

Co-founder, Slashy

A lot of students tell us that the moment their connected tools start talking to each other inside Opennote feels almost magical. The agent just knows them, and it's immensely helped keep new users on the platform.

Abhi Arya

Co-founder, Opennote

We chose Composio over Pipedream because it delivered depth where it mattered — niche tools and tricky edge cases other platforms simply ignored. That gave us confidence to scale without compromising.

Nirman Dave

CEO, Zams

As a solo builder, shipping fast is life or death. The only way I can outcompete incumbents is by outmanoeuvring them. Getting bogged down managing agent auth would have been a death sentence.

Ryan Yu

Founder, Extra Thursday

Before Composio, adding tool integrations was slow and resource-intensive. Each one could take weeks of engineering time, and maintaining them meant constantly keeping up with API changes.

Tomisin Jenrola

Founder & CEO, SwarmZero

With hands-on help from their founder, we integrated Gmail and Google Drive in just 30 minutes. This level of personal support and commitment is exactly what startups should strive for.

Jerome Leclanche

Co-Founder, Ingram Technologies

How to integrate Insighto ai MCP with Google ADK

Connect Insighto ai without auth hassles

Introduction

Also integrate Insighto ai with

TL;DR

What is Google ADK?

What is the Insighto ai MCP server, and what's possible with it?

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

How the Composio SDK works

Step-by-step Guide

Prerequisites

Getting API Keys for Google and Composio

Install dependencies

Set up ADK project

Set environment variables

Import modules and validate environment

Create Composio client and Tool Router session

Set up the McpToolset and create the Agent

Run the agent

Complete Code

Conclusion

Supported Tools

How to build Insighto ai MCP Agent with another framework

OpenAI Agents SDK

Claude Agent SDK

Claude Code

Claude Cowork

Codex

OpenClaw

Hermes

CLI

LangChain

Vercel AI SDK

Mastra AI

LlamaIndex

CrewAI

Explore Other Toolkits

Aeroleads

Autobound

Better proposals

Bidsketch

Frequently asked questions

What are the differences in Tool Router MCP and Insighto ai MCP?+

Can I use Tool Router MCP with Google ADK?+

Can I manage the permissions and scopes for Insighto ai while using Tool Router?+

How safe is my data with Composio Tool Router?+

Start with Insighto ai.It takes 30 seconds.

Teams ship real agents on Composio