Polar Analytics MCP: commerce metrics in Claude or ChatGPT

Polar Analytics reconciles Shopify, Amazon, ad and Klaviyo data behind one endpoint, on your own definitions of CAC, LTV and contribution margin. Its MCP server lets Claude, ChatGPT or Cursor answer commerce questions from those numbers. ContextGate connects it with your Polar sign-in, and every revenue or margin question your team asks is on record.

  • Ready to connect
  • Free

Connect Polar Analytics to your AI app

  1. 1Click Connect Polar Analytics free and sign in with your Polar account.
  2. 2Every tool is on once connected. Look through the list and switch off any your team won't use for commerce reporting.
  3. 3Add ContextGate to your AI app as a connector or MCP server. The steps for each app are on the Works with page.
  4. 4Ask your AI app for last month's contribution margin by channel, then check Activity for the query.

Commerce questions for your AI app

  • Ask for CAC, LTV or contribution margin using the definitions set in Polar.
  • Combine Shopify and Amazon sales with ad spend in one answer.
  • Bring Klaviyo data into the same question as your store numbers.

Revenue data with a record

  • Switch off any Polar Analytics tool; your AI apps no longer see it, and calls are refused.
  • Policies check every call, so customer personal data can be hidden from the chat.
  • Activity records each metric query your team runs through Polar.

What you get with Polar Analytics and ContextGate

  • Your AI apps can use Polar AnalyticsClaude, Cursor, ChatGPT and other AI apps reach Polar Analytics through the one ContextGate connection you add to them.
  • You choose which tools they can useSwitch off any Polar Analytics tool you don't want used. It's hidden from your AI apps and refused if called.
  • Every call is checked and recordedYour policies check each call (for example, personal data is hidden and secrets are blocked), and Activity keeps a record of it.

ContextGate sees only the tool calls that go through it, not your AI app's built-in tools or your chats.

Polar Analytics tools

Polar Analytics's own MCP server shows its tools once you sign in. When you connect it, they are listed and synced in your workspace.