The Polar MCP (Model Connection Protocol) enables a secure, direct connection between Polar Analytics and ChatGPT, allowing you to query your ecommerce and marketing data conversationally.
Once connected, you can use ChatGPT as an AI-powered analyst to:
Ask questions like “What was my ROAS by channel last month?” or “Which products had the highest profit margins last quarter?”
Pull live data from your Polar workspace.
Receive accurate, real-time insights without building dashboards or writing SQL.
This guide explains how to install and configure the Polar MCP in ChatGPT — whether you’re on the ChatGPT Personal or ChatGPT Team plan — and outlines the key differences between the two.
Understanding the Polar MCP Connection
The Model Connection Protocol (MCP) is the foundation that connects external data platforms like Polar Analytics to AI tools such as ChatGPT.
When installed, the Polar MCP:
Provides secure, read-only access to your Polar data.
Enables real-time queries directly from ChatGPT.
Uses Polar’s semantic layer, so your AI assistant understands metrics and business terms exactly as defined in your Polar workspace.
For example:
You can simply ask:
“What were my Meta Ads conversions in August compared to July?”
And ChatGPT will respond with data pulled directly from your Polar account.
Installing Polar MCP in ChatGPT
Step 1. Get Your Polar MCP Endpoint
Log in to your Polar Analytics account.
Make sure your workspace is connected to your data sources (e.g., Shopify, Meta, Google Ads).
Copy your Polar MCP endpoint:
https://api.polaranalytics.com/mcp
Step 2. Open ChatGPT Settings
In ChatGPT, click your profile picture (bottom left corner).
Go to Settings → Beta features → Enable “Tools” (if not already active).
Then navigate to Settings → Tools → Model Connections (MCP).
Click Add new connection.
Step 3. Configure the Polar MCP Connection
Under Server URL, paste the Polar endpoint:
https://api.polaranalytics.com/mcp
When prompted, log in using your Polar Analytics credentials (same credentials you use for app.polaranalytics.com).
Once authenticated, ChatGPT will display “Polar MCP Connected.”
You’re now ready to query Polar data directly through ChatGPT!
Differences Between ChatGPT Personal and Teams Plans
While both plans support Polar MCP, the setup and features differ slightly:
Feature | ChatGPT Personal | ChatGPT Teams |
Access to MCP (Model Connections) | ✅ Available | ✅ Available |
Connection Type | Single-user access | Multi-user access within a workspace |
Data Privacy | Only your Polar workspace data is accessible | Data shared within your organization’s ChatGPT workspace |
Query Scope | Queries are personal; cannot access team dashboards | Queries can be shared across team channels if permissions allow |
Setup Process | Add Polar MCP manually under Tools | Admins can pre-configure Polar MCP for all workspace users |
Ideal For | Individual merchants or analysts | Agencies or ecommerce teams collaborating on shared data |
Key tip:
If your organization uses multiple Polar workspaces, ChatGPT Teams is the recommended plan. It allows your team to share the same MCP setup and ensures consistent access to workspace data for all users.
Example Prompts You Can Use
Once connected, try starting with these practical examples to get the most out of your Polar MCP integration:
Performance Analysis:
“Compare ad spend and ROAS across Meta, Google, and TikTok for last month.”
“Show me total revenue vs. CAC over the last 90 days.”
Product Insights:
“Which products had the highest gross margins this quarter?”
“List top-selling products for returning customers in September.”
Marketing Optimization:
“Which campaigns performed best by new customer acquisition?”
“How did my LTV:CAC ratio evolve over the past three months?”
You can also ask ChatGPT to format results — for example:
“Show this data as a summary table sorted by highest ROAS.”
Connecting Polar MCP with ChatGPT gives you an AI-powered analytics assistant capable of delivering instant, accurate insights from your Polar data — anytime you ask.
Key takeaways:
Use the MCP endpoint
https://api.polaranalytics.com/mcpto connect.ChatGPT Personal allows single-user access; Teams supports multi-user collaboration.
Once installed, you can ask ChatGPT to analyze, summarize, or visualize your Polar data in natural language.
For additional setup help or advanced use cases, check out: