How to integrate Gosquared MCP with Autogen

This guide walks you through connecting Gosquared to AutoGen 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 AutoGen 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.

Get started for free Get a demo

Gosquared

Api Key

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

90 Tools

Managed auth

Connect Gosquared without auth hassles

We manage OAuth, API keys, token refresh, and scopes — you just build.

Try for free

Introduction

This guide will help you understand how to give your AutoGen 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 SDK Claude Agent SDK Claude Code Claude Cowork Codex OpenClaw Hermes CLI Google ADK LangChain Vercel AI SDK Mastra AI LlamaIndex CrewAI

TL;DR

Here's what you'll learn:

Get and set up your OpenAI and Composio API keys
Install the required dependencies for Autogen and Composio
Initialize Composio and create a Tool Router session for Gosquared
Wire that MCP URL into Autogen using McpWorkbench and StreamableHttpServerParams
Configure an Autogen AssistantAgent that can call Gosquared tools
Run a live chat loop where you ask the agent to perform Gosquared operations

What is AutoGen?

Autogen is a framework for building multi-agent conversational AI systems from Microsoft. It enables you to create agents that can collaborate, use tools, and maintain complex workflows.

Key features include:

Multi-Agent Systems: Build collaborative agent workflows
MCP Workbench: Native support for Model Context Protocol tools
Streaming HTTP: Connect to external services through streamable HTTP
AssistantAgent: Pre-built agent class for tool-using assistants

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:

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 step08 STEPS

Prerequisites

You will need:

A Composio API key
An OpenAI API key (used by Autogen's OpenAIChatCompletionClient)
A Gosquared account you can connect to Composio
Some basic familiarity with Autogen and Python async

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.

Install dependencies

bash

pip install composio python-dotenv
pip install autogen-agentchat autogen-ext-openai autogen-ext-tools

Install Composio, Autogen extensions, and dotenv.

What's happening:

composio connects your agent to Gosquared via MCP
autogen-agentchat provides the AssistantAgent class
autogen-ext-openai provides the OpenAI model client
autogen-ext-tools provides MCP workbench support

Set up environment variables

bash

COMPOSIO_API_KEY=your-composio-api-key
OPENAI_API_KEY=your-openai-api-key
USER_ID=your-user-identifier@example.com

Create a .env file in your project folder.

What's happening:

COMPOSIO_API_KEY is required to talk to Composio
OPENAI_API_KEY is used by Autogen's OpenAI client
USER_ID is how Composio identifies which user's Gosquared connections to use

Import dependencies and create Tool Router session

python

import asyncio
import os
from dotenv import load_dotenv
from composio import Composio

from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_ext.tools.mcp import McpWorkbench, StreamableHttpServerParams

load_dotenv()

async def main():
    # Initialize Composio and create a Gosquared session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["gosquared"]
    )
    url = session.mcp.url

What's happening:

load_dotenv() reads your .env file
Composio(api_key=...) initializes the SDK
create(...) creates a Tool Router session that exposes Gosquared tools
session.mcp.url is the MCP endpoint that Autogen will connect to

Configure MCP parameters for Autogen

python

# Configure MCP server parameters for Streamable HTTP
server_params = StreamableHttpServerParams(
    url=url,
    timeout=30.0,
    sse_read_timeout=300.0,
    terminate_on_close=True,
    headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")}
)

Autogen expects parameters describing how to talk to the MCP server. That is what StreamableHttpServerParams is for.

What's happening:

url points to the Tool Router MCP endpoint from Composio
timeout is the HTTP timeout for requests
sse_read_timeout controls how long to wait when streaming responses
terminate_on_close=True cleans up the MCP server process when the workbench is closed

Create the model client and agent

python

# Create model client
model_client = OpenAIChatCompletionClient(
    model="gpt-5",
    api_key=os.getenv("OPENAI_API_KEY")
)

# Use McpWorkbench as context manager
async with McpWorkbench(server_params) as workbench:
    # Create Gosquared assistant agent with MCP tools
    agent = AssistantAgent(
        name="gosquared_assistant",
        description="An AI assistant that helps with Gosquared operations.",
        model_client=model_client,
        workbench=workbench,
        model_client_stream=True,
        max_tool_iterations=10
    )

What's happening:

OpenAIChatCompletionClient wraps the OpenAI model for Autogen
McpWorkbench connects the agent to the MCP tools
AssistantAgent is configured with the Gosquared tools from the workbench

Run the interactive chat loop

python

print("Chat started! Type 'exit' or 'quit' to end the conversation.\n")
print("Ask any Gosquared related question or task to the agent.\n")

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

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

    if not user_input:
        continue

    print("\nAgent is thinking...\n")

    # Run the agent with streaming
    try:
        response_text = ""
        async for message in agent.run_stream(task=user_input):
            if hasattr(message, "content") and message.content:
                response_text = message.content

        # Print the final response
        if response_text:
            print(f"Agent: {response_text}\n")
        else:
            print("Agent: I encountered an issue processing your request.\n")

    except Exception as e:
        print(f"Agent: Sorry, I encountered an error: {str(e)}\n")

What's happening:

The script prompts you in a loop with You:
Autogen passes your input to the model, which decides which Gosquared tools to call via MCP
agent.run_stream(...) yields streaming messages as the agent thinks and calls tools
Typing exit, quit, or bye ends the loop

Complete Code

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

python

import asyncio
import os
from dotenv import load_dotenv
from composio import Composio

from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_ext.tools.mcp import McpWorkbench, StreamableHttpServerParams

load_dotenv()

async def main():
    # Initialize Composio and create a Gosquared session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["gosquared"]
    )
    url = session.mcp.url

    # Configure MCP server parameters for Streamable HTTP
    server_params = StreamableHttpServerParams(
        url=url,
        timeout=30.0,
        sse_read_timeout=300.0,
        terminate_on_close=True,
        headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")}
    )

    # Create model client
    model_client = OpenAIChatCompletionClient(
        model="gpt-5",
        api_key=os.getenv("OPENAI_API_KEY")
    )

    # Use McpWorkbench as context manager
    async with McpWorkbench(server_params) as workbench:
        # Create Gosquared assistant agent with MCP tools
        agent = AssistantAgent(
            name="gosquared_assistant",
            description="An AI assistant that helps with Gosquared operations.",
            model_client=model_client,
            workbench=workbench,
            model_client_stream=True,
            max_tool_iterations=10
        )

        print("Chat started! Type 'exit' or 'quit' to end the conversation.\n")
        print("Ask any Gosquared related question or task to the agent.\n")

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

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

            if not user_input:
                continue

            print("\nAgent is thinking...\n")

            # Run the agent with streaming
            try:
                response_text = ""
                async for message in agent.run_stream(task=user_input):
                    if hasattr(message, 'content') and message.content:
                        response_text = message.content

                # Print the final response
                if response_text:
                    print(f"Agent: {response_text}\n")
                else:
                    print("Agent: I encountered an issue processing your request.\n")

            except Exception as e:
                print(f"Agent: Sorry, I encountered an error: {str(e)}\n")

if __name__ == "__main__":
    asyncio.run(main())

Conclusion

You now have an Autogen assistant wired into Gosquared through Composio's Tool Router and MCP. From here you can:

Add more toolkits to the toolkits list, for example notion or hubspot
Refine the agent description to point it at specific workflows
Wrap this script behind a UI, Slack bot, or internal tool

Once the pattern is clear for Gosquared, you can reuse the same structure for other MCP-enabled apps with minimal code changes.

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

Use Gosquared MCP with OpenAI Agents SDK

Claude Agent SDK

Use Gosquared MCP with Claude Agent SDK

Claude Code

Use Gosquared MCP with Claude Code

Claude Cowork

Use Gosquared MCP with Claude Cowork

Codex

Use Gosquared MCP with Codex

OpenClaw

Use Gosquared MCP with OpenClaw

Hermes

Use Gosquared MCP with Hermes

CLI

Use Gosquared MCP with CLI

Google ADK

Use Gosquared MCP with Google ADK

LangChain

Use Gosquared MCP with LangChain

Vercel AI SDK

Use Gosquared MCP with Vercel AI SDK

Mastra AI

Use Gosquared MCP with Mastra AI

LlamaIndex

Use Gosquared MCP with LlamaIndex

CrewAI

Use Gosquared MCP with CrewAI

MORE TOOLKITS

Explore Other Toolkits

Toolkit marketplace

Firecrawl

Api Key

Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources.

Tavily

Api Key

Tavily offers powerful search and data retrieval from documents, databases, and the web. It helps teams locate and filter information instantly, saving hours on research.

Exa

Api Key

Exa is a data extraction and search platform for gathering and analyzing information from websites, APIs, or databases. It helps teams quickly surface insights and automate data-driven workflows.

Serpapi

Api Key

SerpApi is a real-time API for structured search engine results. It lets you automate SERP data collection, parsing, and analysis for SEO and research.

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. Autogen 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.

Start with Gosquared.It takes 30 seconds.

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

Start building

Customer stories

Teams ship real agents on Composio

GET STARTED FOR FREE BOOK A DEMO

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 Gosquared MCP with Autogen

Connect Gosquared without auth hassles

Introduction

Also integrate Gosquared with

TL;DR

What is AutoGen?

What is the Gosquared 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 OpenAI and Composio

Install dependencies

Set up environment variables

Import dependencies and create Tool Router session

Configure MCP parameters for Autogen

Create the model client and agent

Run the interactive chat loop

Complete Code

Conclusion

Supported Tools

How to build Gosquared MCP Agent with another framework

OpenAI Agents SDK

Claude Agent SDK

Claude Code

Claude Cowork

Codex

OpenClaw

Hermes

CLI

Google ADK

LangChain

Vercel AI SDK

Mastra AI

LlamaIndex

CrewAI

Explore Other Toolkits

Firecrawl

Tavily

Exa

Serpapi

Frequently asked questions

What are the differences in Tool Router MCP and Gosquared MCP?+

Can I use Tool Router MCP with Autogen?+

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

How safe is my data with Composio Tool Router?+

Start with Gosquared.It takes 30 seconds.

Teams ship real agents on Composio