How to integrate Gosquared MCP with CrewAI

This guide walks you through connecting Gosquared to CrewAI 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 CrewAI 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 CrewAI 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 CrewAI 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.

Also integrate Gosquared with

OpenAI Agents SDKClaude Agent SDKClaude CodeClaude CoworkCodexOpenClawHermesCLIGoogle ADKLangChainVercel AI SDKMastra AILlamaIndex

TL;DR

Here's what you'll learn:
  • Get a Composio API key and configure your Gosquared connection
  • Set up CrewAI with an MCP enabled agent
  • Create a Tool Router session or standalone MCP server for Gosquared
  • Build a conversational loop where your agent can execute Gosquared operations

What is CrewAI?

CrewAI is a powerful framework for building multi-agent AI systems. It provides primitives for defining agents with specific roles, creating tasks, and orchestrating workflows through crews.

Key features include:

  • Agent Roles: Define specialized agents with specific goals and backstories
  • Task Management: Create tasks with clear descriptions and expected outputs
  • Crew Orchestration: Combine agents and tasks into collaborative workflows
  • MCP Integration: Connect to external tools through Model Context Protocol

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 step08 STEPS
1

Prerequisites

Before starting, make sure you have:
  • Python 3.9 or higher
  • A Composio account and API key
  • A Gosquared connection authorized in Composio
  • An OpenAI API key for the CrewAI LLM
  • Basic familiarity with Python
2

Getting API Keys for OpenAI and Composio

OpenAI API Key
  • Go to the OpenAI dashboard and create an API key. You'll need credits to use the models, or you can connect to another model provider.
  • Keep the API key safe.
Composio API Key
  • Log in to the Composio dashboard.
  • Navigate to your API settings and generate a new API key.
  • Store this key securely as you'll need it for authentication.
3

Install dependencies

bash
pip install composio crewai crewai-tools[mcp] python-dotenv
What's happening:
  • composio connects your agent to Gosquared via MCP
  • crewai provides Agent, Task, Crew, and LLM primitives
  • crewai-tools[mcp] includes MCP helpers
  • python-dotenv loads environment variables from .env
4

Set up environment variables

bash
COMPOSIO_API_KEY=your_composio_api_key_here
USER_ID=your_user_id_here
OPENAI_API_KEY=your_openai_api_key_here

Create a .env file in your project root.

What's happening:

  • COMPOSIO_API_KEY authenticates with Composio
  • USER_ID scopes the session to your account
  • OPENAI_API_KEY lets CrewAI use your chosen OpenAI model
5

Import dependencies

python
import os
from composio import Composio
from crewai import Agent, Task, Crew
from crewai_tools import MCPServerAdapter
import dotenv

dotenv.load_dotenv()

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

if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set")
What's happening:
  • CrewAI classes define agents and tasks, and run the workflow
  • MCPServerHTTP connects the agent to an MCP endpoint
  • Composio will give you a short lived Gosquared MCP URL
6

Create a Composio Tool Router session for Gosquared

python
composio_client = Composio(api_key=COMPOSIO_API_KEY)
session = composio_client.create(user_id=COMPOSIO_USER_ID, toolkits=["gosquared"])

url = session.mcp.url
What's happening:
  • You create a Gosquared only session through Composio
  • Composio returns an MCP HTTP URL that exposes Gosquared tools
7

Initialize the MCP Server

python
server_params = {
    "url": url,
    "transport": "streamable-http",
    "headers": {"x-api-key": COMPOSIO_API_KEY},
}

with MCPServerAdapter(server_params) as tools:
    agent = Agent(
        role="Search Assistant",
        goal="Help users search the internet effectively",
        backstory="You are a helpful assistant with access to search tools.",
        tools=tools,
        verbose=False,
        max_iter=10,
    )
What's Happening:
  • Server Configuration: The code sets up connection parameters including the MCP server URL, streamable HTTP transport, and Composio API key authentication.
  • MCP Adapter Bridge: MCPServerAdapter acts as a context manager that converts Composio MCP tools into a CrewAI-compatible format.
  • Agent Setup: Creates a CrewAI Agent with a defined role (Search Assistant), goal (help with internet searches), and access to the MCP tools.
  • Configuration Options: The agent includes settings like verbose=False for clean output and max_iter=10 to prevent infinite loops.
  • Dynamic Tool Usage: Once created, the agent automatically accesses all Composio Search tools and decides when to use them based on user queries.
8

Create a CLI Chatloop and define the Crew

python
print("Chat started! Type 'exit' or 'quit' to end.\n")

conversation_context = ""

while True:
    user_input = input("You: ").strip()

    if user_input.lower() in ["exit", "quit", "bye"]:
        print("\nGoodbye!")
        break

    if not user_input:
        continue

    conversation_context += f"\nUser: {user_input}\n"
    print("\nAgent is thinking...\n")

    task = Task(
        description=(
            f"Conversation history:\n{conversation_context}\n\n"
            f"Current request: {user_input}"
        ),
        expected_output="A helpful response addressing the user's request",
        agent=agent,
    )

    crew = Crew(agents=[agent], tasks=[task], verbose=False)
    result = crew.kickoff()
    response = str(result)

    conversation_context += f"Agent: {response}\n"
    print(f"Agent: {response}\n")
What's Happening:
  • Interactive CLI Setup: The code creates an infinite loop that continuously prompts for user input and maintains the entire conversation history in a string variable.
  • Input Validation: Empty inputs are ignored to prevent processing blank messages and keep the conversation clean.
  • Context Building: Each user message is appended to the conversation context, which preserves the full dialogue history for better agent responses.
  • Dynamic Task Creation: For every user input, a new Task is created that includes both the full conversation history and the current request as context.
  • Crew Execution: A Crew is instantiated with the agent and task, then kicked off to process the request and generate a response.
  • Response Management: The agent's response is converted to a string, added to the conversation context, and displayed to the user, maintaining conversational continuity.

Complete Code

Here's the complete code to get you started with Gosquared and CrewAI:

python
from crewai import Agent, Task, Crew, LLM
from crewai_tools import MCPServerAdapter
from composio import Composio
from dotenv import load_dotenv
import os

load_dotenv()

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.")

# Initialize Composio and create a session
composio = Composio(api_key=COMPOSIO_API_KEY)
session = composio.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["gosquared"],
)
url = session.mcp.url

# Configure LLM
llm = LLM(
    model="gpt-5",
    api_key=os.getenv("OPENAI_API_KEY"),
)

server_params = {
    "url": url,
    "transport": "streamable-http",
    "headers": {"x-api-key": COMPOSIO_API_KEY},
}

with MCPServerAdapter(server_params) as tools:
    agent = Agent(
        role="Search Assistant",
        goal="Help users with internet searches",
        backstory="You are an expert assistant with access to Composio Search tools.",
        tools=tools,
        llm=llm,
        verbose=False,
        max_iter=10,
    )

    print("Chat started! Type 'exit' or 'quit' to end.\n")

    conversation_context = ""

    while True:
        user_input = input("You: ").strip()

        if user_input.lower() in ["exit", "quit", "bye"]:
            print("\nGoodbye!")
            break

        if not user_input:
            continue

        conversation_context += f"\nUser: {user_input}\n"
        print("\nAgent is thinking...\n")

        task = Task(
            description=(
                f"Conversation history:\n{conversation_context}\n\n"
                f"Current request: {user_input}"
            ),
            expected_output="A helpful response addressing the user's request",
            agent=agent,
        )

        crew = Crew(agents=[agent], tasks=[task], verbose=False)
        result = crew.kickoff()
        response = str(result)

        conversation_context += f"Agent: {response}\n"
        print(f"Agent: {response}\n")

Conclusion

You now have a CrewAI agent connected to Gosquared through Composio's Tool Router. The agent can perform Gosquared operations through natural language commands.

Next steps:

  • Add role-specific instructions to customize agent behavior
  • Plug in more toolkits for multi-app workflows
  • Chain tasks for complex multi-step operations
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

Google ADK logo

Google ADK

Use Gosquared MCP with Google ADK

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

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. CrewAI 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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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.

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