GitHub Copilot integration

GitHub Copilot x Polar: build on your real numbers.

Connect Polar's MCP to GitHub Copilot and whatever you build, the code you write, reads your governed, first-party metrics directly. No CSV exports, no hard-coded numbers that go stale, no hallucinated figures, just your real data, live, in whatever you ship.

/ ⏎
Build on Polar See the setup
Google Sheets → Polar

What you can bring in

Build data apps
"Build a tool on our numbers?"
The code you write reads governed metrics over MCP, so apps and tools are grounded.
apps on real data
Query in code
"Get metrics in my code?"
Governed metrics available over the REST API, queried like any source.
API / MCP
No stale exports
"My numbers go stale."
Reads Polar live, so nothing is hard-coded or out of date.
always live
Never hallucinated
"Can I trust AI-written numbers?"
Figures come from Polar's governed layer, sourced, not invented.
sourced, not guessed
One definition
"Whose metric is it?"
Reads the same governed metric Polar's app shows.
one truth
MCP-ready
"Works with my AI tools?"
Polar MCP plugs into GitHub Copilot and other AI clients.
MCP-native

GitHub Copilot can build anything. Polar makes sure it's built on the truth.

GitHub Copilot will happily build a dashboard or a tool on whatever numbers you give it, and if those are a stale export or a made-up figure, so is the output. Connect Polar and it builds on governed, live data.

GitHub Copilot on its own

  • Builds on CSV exports that go stale.
  • Hard-coded numbers that drift from reality.
  • AI-written figures you can't fully trust.
  • Every metric re-derived differently.

GitHub Copilot with Polar

  • Reads governed metrics live over MCP or API.
  • Numbers always current, never hard-coded.
  • Figures sourced from Polar, never hallucinated.
  • One governed definition, everywhere it's built.
Setup Guide

Build on governed data.

01 · What you need
Polar

A Polar account with Shopify

A Polar account with Shopify connected. This connector plugs in right next to your stack.

Connect your data →

A GitHub Copilot account

A GitHub Copilot account with the Polar MCP or API connected, so what you build can read governed metrics.

Open GitHub Copilot →

The Polar MCP / API

GitHub Copilot reads your governed metrics over the Polar MCP or REST API, so builds are grounded in real data.

02 · Build on governed data
1

Connect the Polar MCP / API ~5 min

Governed metrics, live.
Give GitHub Copilot access to Polar's governed metrics over the MCP or REST API.
2

Build against real data ~2 min

No exports, no guesses.
Whatever you build, the code you write, reads Net Sales, blended CAC and margin live and sourced, not a stale CSV.
3

Ship it live the payoff

Never stale, never wrong.
Because it reads Polar directly, the numbers are always current and never hallucinated.
Get started

Whatever you build, on real numbers.

Connect Polar's MCP to GitHub Copilot and read governed metrics directly in what you build.

Book a demo Connect your data ↗
The Gap

The connector is only half of it.

Once what you build meets Polar's governed data, you can use it wherever you already work. Ask Polar in plain language, pull it live through the Polar MCP, or schedule it into the report your team reads every morning.

GitHub Copilot

what you're building
Polar

Polar

governed metrics, live

Ask Polar

Polar MCP

Scheduled reports

Featured Use Case

Built on the truth.

Built on the truth

The fastest way to ship a wrong number is to let an AI build on a stale export or a plausible-looking guess. GitHub Copilot is great at building; Polar makes sure what it builds reads real data. Connect the Polar MCP or API and the code you write pulls Net Sales, blended CAC and margin live and sourced, so a dashboard, an internal tool or an analysis is grounded in the same governed metrics Polar's app shows, not a snapshot that was already wrong when you exported it.

What makes it real

Live, not exported. Reads governed metrics over MCP or API, always current.

Sourced, not guessed. Figures come from Polar's governed layer, never hallucinated.

Ask Polar, in plain language. “Build a margin dashboard on our governed metrics.” No exports.

See how building on Polar works
Other Use Cases

Other use cases

Use case 01

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See the use case › Use case 02

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Placeholder. The use case skill fills this. (rung: report it)

See the use case › Use case 03

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Placeholder. The use case skill fills this. (rung: analyze it)

See the use case › Use case 04

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Placeholder. The use case skill fills this. (rung: decide from it)

See the use case › Use case 05

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Placeholder. The use case skill fills this. (rung: act on it)

See the use case ›
Your Prompt Library

GitHub Copilot in plain language

A scannable wall of sample prompts for your GitHub Copilot data inside Polar. Ask Polar, or Claude with the Polar MCP connected.
See it
Build a simple dashboard on our governed metrics.
Query net revenue and CAC over the Polar API.
Show what metrics are available to build on.
Analyze it
Build an internal tool that reads live contribution margin.
Write code that pulls blended CAC from Polar.
Keep this app's numbers live from Polar.
Decide from it
Which internal reports should read Polar directly?
Where are we shipping stale or hard-coded numbers?
Build a grounded analysis on real data, not a CSV.
Get started · connect once · built on the truth

Build on your real numbers.

Connect Polar's MCP to GitHub Copilot and read governed, live metrics in whatever you build, sourced and never stale.

Get started by booking a demo Connect your data in Polar
Phase 1 ~5 minConnect the Polar MCP / APIGive GitHub Copilot access to governed metrics.
Phase 2 ~2 minBuild against real dataThe code you write reads live, sourced numbers.
Phase 3 the payoffShip it liveAlways current, never hallucinated.