How to integrate Gosquared MCP with Autogen

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Introduction

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.

Also integrate Gosquared with

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.

Supported Tools & Triggers

Tools
Add Shared UserTool to add a new shared user to a project.
Remove shared userRemoves a shared user from a GoSquared project by their email address, revoking their access to the site.
Account Shared UsersRetrieves all team members who have access to the current GoSquared project.
List Account SitesList all projects/sites accessible to the authenticated account.
Check API Token Validity and ScopesTool to check whether an API key is valid and retrieve its enabled scopes.
Block VisitorTool to block a specific visitor from being tracked.
Retrieve Chat ConversationRetrieve detailed information about a chat conversation by its ID.
Retrieve Chat MessagesRetrieve messages from a GoSquared chat conversation by chat ID.
Retrieve Chat ConversationsTool to retrieve chat data for reporting purposes.
Retrieve Chat FeedRetrieve the complete feed of messages and events from a chat conversation.
Create Account WebhookTool to create a webhook to receive notifications about events in a GoSquared project.
Create Webhook TriggerTool to add a trigger to an existing GoSquared webhook.
Delete Account WebhookTool to delete a webhook from a GoSquared account.
Delete personTool to delete a person profile and all associated data.
Timeout Visitor SessionsTool to end all tracking sessions for a specified visitor in GoSquared.
Get Account Blocked ItemsTool to retrieve a list of blocked IP addresses, bots, and visitors for a project.
Get Account Blocked BotsTool to retrieve the bot blocking status for a GoSquared project.
Get Blocked IP AddressesTool to retrieve the list of blocked IP addresses for the account.
Get Account Blocked VisitorsTool to retrieve visitor IDs that have been blocked for a project.
Get Account Site DetailsTool to retrieve detailed information about a specific site/project by its site_token.
Get Account Sites UsageTool to retrieve all sites and their pageview counts for the authenticated account.
Get Account Tagged VisitorsTool to retrieve the list of tagged visitors from the account.
Get Account Trigger TypeTool to retrieve details of a specific trigger type from GoSquared.
Get Account Trigger TypesTool to retrieve available types of triggers in GoSquared.
Get Account WebhookTool to retrieve a specific webhook by ID from a GoSquared account.
Get Account WebhooksRetrieves a list of webhooks configured for the GoSquared project.
Get Account Webhook TriggersRetrieves all triggers for a webhook.
Get Specific Chat MessageRetrieve a specific chat message by its message ID from a chat conversation.
Get Real-Time Visitor BrowsersTool to retrieve browsers used by currently online visitors, sorted by visitor count.
Get Real-Time CampaignsTool to retrieve currently running campaigns with real-time visitor counts.
Get Real-Time Visitor CountriesTool to retrieve countries where currently online visitors are located, sorted by visitor count.
Get Real-Time EngagementTool to retrieve engagement information of currently online users.
Get Real-Time Visitor Geo LocationsTool to retrieve real-time geographic coordinates for currently online visitors.
Get Real-Time Visitor LanguagesTool to retrieve languages for currently online visitors sorted by visitor count.
Get Now NotificationsTool to retrieve notifications stored in GoSquared.
Get Real-Time OrganisationsTool to retrieve internet organisations currently being used by online visitors, sorted by visitor count.
Get Now Sources By SectionTool to retrieve a specific group of real-time traffic sources such as 'site', 'organic', or 'social'.
Get Current TimeTool to retrieve the current time according to GoSquared infrastructure.
Get Specific VisitorRetrieves real-time session information for a specific online visitor.
Get People Event TypesRetrieve all event types tracked in GoSquared People CRM, ordered by frequency.
Get People Property TypesRetrieve property types (schema definitions) from GoSquared People CRM.
Get Person ProfileRetrieve a specific person's profile from GoSquared People CRM by their unique ID.
GoSquared - Get Person FeedRetrieve a person's complete event feed from GoSquared People CRM.
Get Browser MetricsTool to retrieve summarised browser metrics over a specified time period.
Get Campaign Content MetricsRetrieve UTM content metrics (utm_content) aggregated over a specified date range.
Get Campaign Name MetricsRetrieve UTM campaign name metrics (utm_campaign) aggregated over a specified date range.
Get Campaign Source MetricsRetrieve UTM source metrics (utm_source) aggregated over a specified date range.
Get Campaign Term MetricsRetrieve UTM term metrics (utm_term) aggregated over a specified date range.
Get Category MetricsTool to retrieve summarised category metrics over a specified time period.
Get Country MetricsRetrieve country-level visit metrics aggregated over a specified date range.
Get Language MetricsRetrieve summarised language metrics over a given time period.
Get Organisation MetricsTool to retrieve summarised organisation metrics over a given time period.
Get Operating System MetricsTool to retrieve summarised operating system metrics over a specified time period.
Get Product MetricsTool to retrieve summarised product metrics over a specified time period.
Get Screen Dimensions MetricsTool to retrieve summarised screen dimensions metrics over a specified time period.
Get Traffic Sources MetricsTool to retrieve a historical list of traffic sources that referred visitors to the site over a specified period.
Get Trends Sources By TypeTool to retrieve a historical list of sources for the given section type.
Get Transaction MetricsTool to retrieve summarised transaction metrics over a specified time period.
List PeopleSearch and filter tracked people in GoSquared People CRM.
Get current concurrent visitorsTool to retrieve the number of concurrent visitors currently on your site.
Get Real-Time Popular PagesRetrieve the most popular pages currently being viewed on your site in real-time.
Get Real-Time Visitor PlatformsTool to retrieve platforms used by online visitors sorted by visitor count.
Get Real-Time OverviewTool to retrieve a summary of real-time data for the site.
Now SourcesTool to retrieve the most influential traffic sources currently driving visitors to your site.
Get Visitor Time SeriesRetrieves time series data showing the number of concurrent visitors to your site over time.
Get Real-Time Online VisitorsTool to retrieve a list of current online visitors.
GoSquared - List All DevicesRetrieve a paginated list of all devices tracked in GoSquared People CRM.
Export Smart Group FeedExport all pageview activity for users in a Smart Group to a downloadable CSV file.
Smart Group PeopleRetrieve people (user profiles) from a specific Smart Group in GoSquared People CRM.
List People Smart GroupsRetrieve all Smart Groups for a GoSquared People CRM project.
Add Account SiteCreates a new site/project in the GoSquared account for analytics tracking.
Archive Chat ConversationArchives a chat conversation in GoSquared Inbox.
Send Chat MessageSend a message to a visitor in a GoSquared chat conversation.
Leave Chat NoteAdds an internal note to a GoSquared chat conversation.
Unarchive Chat ConversationUnarchives a chat conversation in GoSquared Inbox.
Create People SmartGroupCreate a new Smart Group in GoSquared People CRM to segment users by custom criteria.
Send Tracking PingSends a ping to keep the visitor session active in GoSquared.
Tag VisitorTool to add a tag to an identified visitor in GoSquared.
Track GoSquared EventTrack custom events in GoSquared analytics.
Identify UserIdentify a user in GoSquared and set their profile properties.
Track PageviewTracks a pageview event in GoSquared Analytics.
Track GoSquared TransactionTrack e-commerce transactions in GoSquared analytics.
Track User PropertiesTrack user properties for a visitor in GoSquared.
Retrieve Aggregate MetricsRetrieve aggregate web analytics metrics for a specified time period.
Get Campaign Medium MetricsRetrieve UTM medium metrics (utm_medium) aggregated over a specified date range.
Retrieve Event CountsRetrieve counts of tracked event triggers over a specified time period.
Get Page MetricsRetrieve page-level visit metrics over a specified time period.
Get Base Path MetricsRetrieves base path metrics (first URL path segments) over a time period.
Update Account Blocked BotsTool to update the automatic bot blocking feature for a project.
Update Account Blocked IPsTool to update the list of IP addresses to be blocked for a GoSquared project.

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

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.

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FAQ

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

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.

Can I use Tool Router MCP with Autogen?

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.

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

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.

How safe is my data with Composio Tool Router?

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

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