Setup Guide
How to Connect GitHub Copilot to Polar.
01 · What you need
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.
Side by side
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 ownon its own
+
GitHub Copilot with Polarblended
Builds on CSV exports that go stale.
Reads governed metrics live over MCP or API.
Hard-coded numbers that drift from reality.
Numbers always current, never hard-coded.
AI-written figures you can't fully trust.
Figures sourced from Polar, never hallucinated.
Every metric re-derived differently.
One governed definition, everywhere it's built.
The Gap
The GitHub Copilot 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
governed metrics, live