How to integrate Gosquared MCP with Google ADK

This guide walks you through connecting Gosquared to Google ADK using the Composio tool router. By the end, you'll have a working Gosquared agent that can list all websites linked to your account, show active chat conversations from today, add a new shared user by email through natural language commands. This guide will help you understand how to give your Google ADK agent real control over a Gosquared account through Composio's Gosquared MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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GoSquared is a real-time web analytics and customer engagement platform. It helps businesses understand and interact with website visitors instantly.

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Introduction

This guide walks you through connecting Gosquared to Google ADK using the Composio tool router. By the end, you'll have a working Gosquared agent that can list all websites linked to your account, show active chat conversations from today, add a new shared user by email through natural language commands.

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

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

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TL;DR

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

The Gosquared MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Gosquared account. It provides structured and secure access to your real-time web analytics and customer engagement data, so your agent can perform actions like managing team members, analyzing chat conversations, retrieving site data, and handling customer profiles on your behalf.

  • Team member management: Seamlessly add or remove shared users from your GoSquared projects, making it easy to control who has access to your analytics and engagement tools.
  • Insightful chat analytics: Retrieve chat conversations, messages, and conversation feeds, enabling your agent to analyze customer interactions and surface important chat history.
  • Project and site listing: Quickly list all sites and projects accessible to your account, so your assistant can pull structured data about your web properties.
  • API key validation and security checks: Verify API key validity and scopes to ensure secure, authorized access before performing sensitive operations.
  • Customer profile management: Delete person records, including all associated data, when you need to manage your user database or enforce data privacy requests.

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:

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

Step-by-step Guide

Step by step09 STEPS
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
2

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.
3

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 Gosquared via MCP
  • python-dotenv loads environment variables
4

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
5

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
6

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
7

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=["gosquared"],
)

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
8

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 Gosquared 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
9

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 Gosquared 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=["gosquared"],
)

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 Gosquared operations."
    ),  
    tools=[composio_toolset],
)

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

Conclusion

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

Key takeaways:

  • The Tool Router approach dynamically routes requests to the appropriate Gosquared 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 Gosquared action and event your agent gets out of the box.

Add Shared User

Tool to add a new shared user to a project.

Remove shared user

Removes a shared user from a GoSquared project by their email address, revoking their access to the site.

Account Shared Users

Retrieves all team members who have access to the current GoSquared project.

List Account Sites

List all projects/sites accessible to the authenticated account.

Check API Token Validity and Scopes

Tool to check whether an API key is valid and retrieve its enabled scopes.

Block Visitor

Tool to block a specific visitor from being tracked.

Retrieve Chat Conversation

Retrieve detailed information about a chat conversation by its ID.

Retrieve Chat Messages

Retrieve messages from a GoSquared chat conversation by chat ID.

Retrieve Chat Conversations

Tool to retrieve chat data for reporting purposes.

Retrieve Chat Feed

Retrieve the complete feed of messages and events from a chat conversation.

Create Account Webhook

Tool to create a webhook to receive notifications about events in a GoSquared project.

Create Webhook Trigger

Tool to add a trigger to an existing GoSquared webhook.

Delete Account Webhook

Tool to delete a webhook from a GoSquared account.

Delete person

Tool to delete a person profile and all associated data.

Timeout Visitor Sessions

Tool to end all tracking sessions for a specified visitor in GoSquared.

Get Account Blocked Items

Tool to retrieve a list of blocked IP addresses, bots, and visitors for a project.

Get Account Blocked Bots

Tool to retrieve the bot blocking status for a GoSquared project.

Get Blocked IP Addresses

Tool to retrieve the list of blocked IP addresses for the account.

Get Account Blocked Visitors

Tool to retrieve visitor IDs that have been blocked for a project.

Get Account Site Details

Tool to retrieve detailed information about a specific site/project by its site_token.

Get Account Sites Usage

Tool to retrieve all sites and their pageview counts for the authenticated account.

Get Account Tagged Visitors

Tool to retrieve the list of tagged visitors from the account.

Get Account Trigger Type

Tool to retrieve details of a specific trigger type from GoSquared.

Get Account Trigger Types

Tool to retrieve available types of triggers in GoSquared.

Get Account Webhook

Tool to retrieve a specific webhook by ID from a GoSquared account.

Get Account Webhooks

Retrieves a list of webhooks configured for the GoSquared project.

Get Account Webhook Triggers

Retrieves all triggers for a webhook.

Get Specific Chat Message

Retrieve a specific chat message by its message ID from a chat conversation.

Get Real-Time Visitor Browsers

Tool to retrieve browsers used by currently online visitors, sorted by visitor count.

Get Real-Time Campaigns

Tool to retrieve currently running campaigns with real-time visitor counts.

Get Real-Time Visitor Countries

Tool to retrieve countries where currently online visitors are located, sorted by visitor count.

Get Real-Time Engagement

Tool to retrieve engagement information of currently online users.

Get Real-Time Visitor Geo Locations

Tool to retrieve real-time geographic coordinates for currently online visitors.

Get Real-Time Visitor Languages

Tool to retrieve languages for currently online visitors sorted by visitor count.

Get Now Notifications

Tool to retrieve notifications stored in GoSquared.

Get Real-Time Organisations

Tool to retrieve internet organisations currently being used by online visitors, sorted by visitor count.

Get Now Sources By Section

Tool to retrieve a specific group of real-time traffic sources such as 'site', 'organic', or 'social'.

Get Current Time

Tool to retrieve the current time according to GoSquared infrastructure.

Get Specific Visitor

Retrieves real-time session information for a specific online visitor.

Get People Event Types

Retrieve all event types tracked in GoSquared People CRM, ordered by frequency.

Get People Property Types

Retrieve property types (schema definitions) from GoSquared People CRM.

Get Person Profile

Retrieve a specific person's profile from GoSquared People CRM by their unique ID.

GoSquared - Get Person Feed

Retrieve a person's complete event feed from GoSquared People CRM.

Get Browser Metrics

Tool to retrieve summarised browser metrics over a specified time period.

Get Campaign Content Metrics

Retrieve UTM content metrics (utm_content) aggregated over a specified date range.

Get Campaign Name Metrics

Retrieve UTM campaign name metrics (utm_campaign) aggregated over a specified date range.

Get Campaign Source Metrics

Retrieve UTM source metrics (utm_source) aggregated over a specified date range.

Get Campaign Term Metrics

Retrieve UTM term metrics (utm_term) aggregated over a specified date range.

Get Category Metrics

Tool to retrieve summarised category metrics over a specified time period.

Get Country Metrics

Retrieve country-level visit metrics aggregated over a specified date range.

Get Language Metrics

Retrieve summarised language metrics over a given time period.

Get Organisation Metrics

Tool to retrieve summarised organisation metrics over a given time period.

Get Operating System Metrics

Tool to retrieve summarised operating system metrics over a specified time period.

Get Product Metrics

Tool to retrieve summarised product metrics over a specified time period.

Get Screen Dimensions Metrics

Tool to retrieve summarised screen dimensions metrics over a specified time period.

Get Traffic Sources Metrics

Tool to retrieve a historical list of traffic sources that referred visitors to the site over a specified period.

Get Trends Sources By Type

Tool to retrieve a historical list of sources for the given section type.

Get Transaction Metrics

Tool to retrieve summarised transaction metrics over a specified time period.

List People

Search and filter tracked people in GoSquared People CRM.

Get current concurrent visitors

Tool to retrieve the number of concurrent visitors currently on your site.

Get Real-Time Popular Pages

Retrieve the most popular pages currently being viewed on your site in real-time.

Get Real-Time Visitor Platforms

Tool to retrieve platforms used by online visitors sorted by visitor count.

Get Real-Time Overview

Tool to retrieve a summary of real-time data for the site.

Now Sources

Tool to retrieve the most influential traffic sources currently driving visitors to your site.

Get Visitor Time Series

Retrieves time series data showing the number of concurrent visitors to your site over time.

Get Real-Time Online Visitors

Tool to retrieve a list of current online visitors.

GoSquared - List All Devices

Retrieve a paginated list of all devices tracked in GoSquared People CRM.

Export Smart Group Feed

Export all pageview activity for users in a Smart Group to a downloadable CSV file.

Smart Group People

Retrieve people (user profiles) from a specific Smart Group in GoSquared People CRM.

List People Smart Groups

Retrieve all Smart Groups for a GoSquared People CRM project.

Add Account Site

Creates a new site/project in the GoSquared account for analytics tracking.

Archive Chat Conversation

Archives a chat conversation in GoSquared Inbox.

Send Chat Message

Send a message to a visitor in a GoSquared chat conversation.

Leave Chat Note

Adds an internal note to a GoSquared chat conversation.

Unarchive Chat Conversation

Unarchives a chat conversation in GoSquared Inbox.

Create People SmartGroup

Create a new Smart Group in GoSquared People CRM to segment users by custom criteria.

Send Tracking Ping

Sends a ping to keep the visitor session active in GoSquared.

Tag Visitor

Tool to add a tag to an identified visitor in GoSquared.

Track GoSquared Event

Track custom events in GoSquared analytics.

Identify User

Identify a user in GoSquared and set their profile properties.

Track Pageview

Tracks a pageview event in GoSquared Analytics.

Track GoSquared Transaction

Track e-commerce transactions in GoSquared analytics.

Track User Properties

Track user properties for a visitor in GoSquared.

Retrieve Aggregate Metrics

Retrieve aggregate web analytics metrics for a specified time period.

Get Campaign Medium Metrics

Retrieve UTM medium metrics (utm_medium) aggregated over a specified date range.

Retrieve Event Counts

Retrieve counts of tracked event triggers over a specified time period.

Get Page Metrics

Retrieve page-level visit metrics over a specified time period.

Get Base Path Metrics

Retrieves base path metrics (first URL path segments) over a time period.

Update Account Blocked Bots

Tool to update the automatic bot blocking feature for a project.

Update Account Blocked IPs

Tool to update the list of IP addresses to be blocked for a GoSquared project.

FRAMEWORKS

How to build Gosquared MCP Agent with another framework

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Gosquared MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Gosquared MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Gosquared MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Gosquared MCP with Claude Cowork

Codex logo

Codex

Use Gosquared MCP with Codex

OpenClaw logo

OpenClaw

Use Gosquared MCP with OpenClaw

Hermes logo

Hermes

Use Gosquared MCP with Hermes

CLI logo

CLI

Use Gosquared MCP with CLI

LangChain logo

LangChain

Use Gosquared MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Gosquared MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Gosquared MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Gosquared MCP with LlamaIndex

CrewAI logo

CrewAI

Use Gosquared MCP with CrewAI

FAQ

Frequently asked questions

With a standalone Gosquared MCP server, the agents and LLMs can only access a fixed set of Gosquared tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Gosquared 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 Gosquared tools.

Yes, absolutely. You can configure which Gosquared 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 Gosquared data and credentials are handled as safely as possible.

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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
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
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.

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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.

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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.

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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.

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Co-Founder, Ingram Technologies