How to integrate Contentsquare MCP with Atomic Agent

Connect Atomic Agent to Contentsquare MCP. List top pages by conversion rate, fetch session replays for checkout failures, and more using natural language, with authentication handled for you.

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Contentsquare MCP is Contentsquare's hosted experience-analytics service for projects and metrics. It helps teams measure user journeys, optimize funnels, and improve digital experiences.

21 Tools

Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Contentsquare.

This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Contentsquare account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to Contentsquare

Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.

Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

Connect Contentsquare to Atomic Agent

  1. Sign up or sign in to the Composio dashboard. Copy your API key.
  2. In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
  3. Ask Atomic Agent to do something in Contentsquare. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Contentsquare account, then return to Atomic Agent to continue.

Headless setup

Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY

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

The Contentsquare MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Contentsquare account. It provides structured and secure access so your agent can perform Contentsquare operations on your behalf.

Use Contentsquare from Atomic Agent

With your account connected, ask Atomic Agent to work with Contentsquare in natural language. You can connect more apps through the same Composio integration as you need them.

Visit the Atomic Agent website or inspect the Atomic Agent source code.

Troubleshooting

Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See Composio pricing for the current limits that apply to your connection.

TOOLS

Supported Tools

Every Contentsquare MCP action and event your agent gets out of the box.

Computefunnel

Computes funnel analysis to measure drop-offs and conversions across key steps in a user journey.

Computeimpact

Computes impact quantification analysis comparing conversion performance between segments.

Computejourney

Computes user navigation journeys, visualizing how visitors navigate your site.

Computepagecomparison

Computes page comparison analysis comparing key performance metrics across multiple page groups (2-10).

Computepagegroupmetrics

Compute page metrics, at the page group level.

Computesitemetrics

Computes aggregated metrics across the entire website.

Getpagegroupsformapping

Retrieve all page groups for a specific mapping, sorted alphabetically by name.

Gettoperrorsbyimpactongoal

Get top errors ranked by impact on conversion goals.

Gettoperrorsbymissedopportunity

Get top errors ranked by missed business opportunities (eCommerce focused).

Gettoperrorsbysessionswitherrors

Get top errors ranked by sessions with errors.

Gettoppagegroupsbylostconversions

Get page groups ranked by lost conversions due to errors.

Gettoppagesbysessionswitherrors

Get pages most affected by errors in a scatter plot comparing error volume with page traffic.

Listprojects

Returns a list of projects (id and name) accessible to the user

Recommendgoals

Recommend goals based on user engagement and usage frequency (how often goals are viewed, used in analyses, etc.

Recommendmappings

Recommend mappings based on user engagement and usage frequency (how often mappings are viewed, used in analyses, etc.

Recommendpagegroups

Recommend page groups based on user engagement and usage frequency (how often page groups are viewed, used in analyses, etc.

Recommendsegments

Recommend segments based on user engagement and usage frequency (how often segments are viewed, used in analyses, etc.

Searchgoals

Search and retrieve goals for a project.

Searchmappings

Search and retrieve mappings for a project.

Searchsegments

Search and retrieve segments for a project, optionally filtered by name.

Submitmcpfeedback

Submit feedback about your MCP server experience.

FAQ

Frequently asked questions

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

Yes, you can. Atomic Agent 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 Contentsquare tools.

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

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