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What you need before the first question, and where it goes.

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An MCP server is only as good as the data underneath it.

Polar connects this source to 120+ others in one semantic layer, so your agent answers on the same numbers your team reports on.

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Connect Claude or any AI agent to your Google Ads account: query campaign performance, run GAQL reports, feed spend into your attribution model. Read-only.

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Connect Claude or any AI agent to your Shopify store via MCP: read products, orders and inventory, and write changes directly. Here is what it exposes.

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Every source reconciled behind a single endpoint, using your own metric definitions: get_context, generate_report, list_dimensions, get_dashboard_details.