Polar MCP
Give Claude real-time commerce data
with Polar MCP
with Polar MCP
The Polar MCP connects large language models (Claude, ChatGPT, custom agents) to your unified business data — so they can reason with real metrics, not make them up.
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Trusted by 4,000+ ecommerce brands and agencies
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Real answers, not hallucinations
LLMs are only as smart as the data you feed them. Most tools have no access to your actual metrics — so they guess, misinterpret, or go stale fast.
With Polar MCP, your AI gains live, governed access to your actual data — unified from Shopify, Meta, Amazon, Klaviyo, and more — through the Polar platform.
Ask: “What’s our CAC trend by channel over the last 4 weeks?”
Get: A clean, grounded answer based on Polar’s real-time metrics.
Why most AI tools fail in ecommerce
Lack context
No access to your actual business data
LLMs don’t know your channels, margins, segments, or goals — unless you give them structured access.
Brittle
Static exports and hacks don’t scale
CSV uploads, manual copy-paste, and brittle Zapier chains break or go stale.
No semantics
No shared schema = vague results
Even with access, LLMs struggle without consistent metric definitions or context.
Polar MCP bridges the gap
MCP provides your AI tools with structured, real-time access to Polar’s semantic layer — so they can query, interpret, and act on your actual eCommerce metrics with context.
Built for intelligent workflows, agent systems, and internal copilots.
Built on top of Polar’s unified data layer
Your data is already flowing through Polar — cleaned, mapped, and blended across:
• Shopify, Meta, Google Ads, Amazon, Klaviyo, GA4…
• Metrics like ROAS, CAC, LTV, Payback, Margin…
• Entities like campaigns, SKUs, audiences, locations…
MCP simply makes that intelligence AI-accessible.
• Standardized metric definitions
• Real-time refresh
• Scoped, role-based context
• Secure + auditable usage
Why teams integrate Polar MCP
Without Polar
Without Polar
With Polar
Ecommerce native schema
LLMs hallucinate or rely on outdated exports
LLMs query real metrics from Polar
Real-time context
Prompts break without shared definitions
Access is structured via semantic layer
Output Reliability
Time wasted validating wrong outputs
Fast answers, grounded in context
Trusted by top DTC brands
like Allbirds, Armra and Polène
A very useful tool to consolidate marketing metrics reporting, and the support is exceptional and always so quick.
We are very impressed with its capabilities and the expert CSM team. The interface is user friendly making it easy to navigate.
Polar Analytics est un outil incroyable pour regrouper les données utiles au fonctionnement et au développement de votre e-commerce.
Polar Analytics is the easiest to use analytics app I've found for Shopify. The UI is the more intuitive than other apps I've tried.
We are an e-commerce startup and do not have resources to build a BI from scratch.
Very useful and well-thought app. Allows our business to connect multiple data sources and gather everything into 1 single-view dashboard.
The best and easiest-to-use analytics app I've found on Shopify. if I do not know how to create something, they help right away.
Very useful tool. All data into one unique dashboard, this is brilliant. Very easy to integrate sources.
We needed a high-performance app that was adapted to our business.
The best Shopify analytics app! Super helpful for getting specific stats that we can't get with other solutions.
We've looked for the right marketing analytics data visualization platform for 2+ years, and Polar Analytics has been the best by far.
Saves us ton of time when pulling data for reports. The support team is also great.
Great product with a lot of features and perfect support with great reaction time :) Keep up the good work !
If you need a reliable tool for data, try this one.
Fantastic app! It's a huge help especially when you are having several markets. And the Polar team is always ready to help! I can only recommend it.
I love how Polar Analytics allows us to get daily updates and analytics from all of our channels in one streamlined platform.
A game-changer for our acquisition strategy, making it incredibly easy to track performance and optimize campaigns.
Great analytics app built by a team familiar with key ecomm metrics. Simplifies my daily and weekly reporting.
Best analytics tool I've ever used. The onboarding calls have greatly helped all team members to get up to speed with the tool
I have 4 shops and use Polar to give me an overview of all shops in one dashboard. Also, integration with Analytics and Klayvio is perfect.
Polar Analytics is the best eCom analytics tool! User-friendly, customizable reports, and seamless Shopify integration.
Working with Polar Analytics has been an absolute pleasure. Really satisfied with the app and the team. Thank you!
Incredibly easy to use & powerful, plug and play analytics with integrations on most of the apps any Shopify merchant use
They have great and responsive(!) support - very professional and knowledgeable. Highly recommended.
The most complete and customizable tool I found in the market. I would totally recommend
Polar is easy to setup and offers tons of value, KPI's and metrics out of the box. 100% plug&play with the option of adding custom metrics too.
Our team uses Polar analytics for cohort analysis updates. The support team is responsive and helpful with our requests!
Great analytics app to get all the key multichannel reports we need (CAC, LTV, ROAS, etc.) and pull all your data in one place.
One of the best, if not the best analytics Tools out there. Pricing is fair, and very very good value for Customer Service.
After spending $1000+ in Data Studio Connectors and data viz freelancing we found Polar that made our marketing decision much easier.
Polar has been a game changer for us! Not only are we making more informed strategic decisions, but we are much more efficient in our analysis.
Very intuitive app, clear reports, easy to plug with different platforms. The support team is so reactive and efficient. New good features very often.
Smooth onboarding and started to get meaningful insights in our ecommerce data from the very beginning
Perfect tool ! just the beginning with but seems powerful and board. Great team and onboarding easy.
Logiciel très intuitif et agréable à utiliser tous les jours.
Built on the smartest commerce intelligence platform
1-click Data Integrations
Connect Shopify, ads, email, and 45 + tools in one click—no code. Events sync server-side for 100 % accuracy from first visit to repeat purchase.
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First-party tracking
Unlock the power of first-party data attribution & server-side tracking.
Setup is effortless and offers a deeper understanding of your customer's journey.
Setup is effortless and offers a deeper understanding of your customer's journey.
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Custom Analytics
Drag-and-drop any metric, slice by SKU, channel, or cohort, and share a live link—quit exporting CSVs forever.
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Headless Data Warehouse
Own your raw data. Polar streams a clean, query-ready Snowflake warehouse you can tap with SQL or any BI tool—no ETL maintenance on your side.
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Demographic Enrichment
Auto-append age, gender, location, and 60+ lifestyle tags to every customer profile so segmentation and LTV models get sharper overnight.
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Audiences
One click builds predictive segments—VIPs, at-risk buyers, high-LTV look-alikes—and pipes them straight to Klaviyo, Meta, or Google for instant activation.
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