Welcome to our guide on how to seamlessly integrate your Polar MCP data into ChatGPT for users on Personal (Plus/Pro) and Team plans. Whether you’re a solo creator or part of a collaborative team, this article will walk you through the steps from enabling Developer Mode to getting your rich ecommerce insights — pulled from platforms like Shopify, Amazon, and ad networks — into ChatGPT. Let’s get you conversationally empowered with your data.
Installing the Polar MCP in Chat GPT will require a paid Personal plan (Plus or Pro) or a paid Professional plan (Business or Enterprise).
Paid Personal Plans (Plus or Pro) MCP Installation
Enable Developer mode
Open https://chatgpt.com/ or ChatGPT Desktop
Go to Settings > Apps & Connectors > Advanced Settings > Enable Developer ModeCreate the Polar MCP connector
Go to Settings > Apps & Connectors > Create (top right)Icon: Hover over this image, click the three dots and choose “Download”
Name: Polar
Description: Provides blended eCommerce data from Shopify, Amazon, Ad Platforms and more
MCP Server URL:
https://api.polaranalytics.com/mcpAuthentication: OAuth
OAuth Client ID & Secret: Keep empty
Click Create.
Sign up to Polar (or sign in if you already have an account)
Allow OpenAI to access your Polar data
You should then see this:
Connect data and wait for the sync
If you’re new to Polar, you’ll be asked to connect some data sources.Data source setup guide available here: Setup Data Sources
Wait for email confirmation that at least one data source has synced. The initial historical data sync can take up to 24 hours for new Polar customers.
Chat with your data
Ensure Polar is enabledMake sure Polar is added a source when asking a question
Ask a question, and allow the tools to run
Verify the output
Troubleshooting
The MCP server can't be used by ChatGPT
If you see this error, implement the Polar specification "search action not found"
The Agent seems to be getting worse over timeWe regularly update the MCP, and ChatGPT does not automatically refresh the tool context it has, which can lead to strange behaviors.
To fix it, open the connector settings and click on the Polar connector
Scroll down to Actions and click the refresh button
It should now have the latest tool definitions again
For free OpenAI plans
Only supported in the OpenAI prompts chat, not in ChatGPT
Create a new prompt
Navigate to Open AI Platform
Click Create
Click to add an MCP Server as a tool
Click + Server
Set up the server
Paste the MCP link
https://api.polaranalytics.com/mcpGive it a label
Paste the API Key (you can find it at https://app.polaranalytics.com/mcp)
Click Connect
Confirm by clicking Add
Optional: add other information to the prompt
Save the prompt
You will now be able to click on the prompt to begin a chat with it
You’ve now configured the Polar MCP connector in ChatGPT, connected your data, and are ready to chat with your metrics — whether you’re analysing sales trends, ad performance, or cross-platform insights. If you run into any hiccups, our troubleshooting section will help you get back on track. With this setup in place, you’re equipped to transform numbers into meaningful conversations, and empower your decision-making with AI-driven context.