Sync real-time Stripe data to Supabase with Stripe Data Pipeline

Summary

Stripe’s Data Pipeline now adds Postgres as a destination, enabling developers to sync Stripe data directly into their Supabase project without maintaining webhooks or working around API rate limits. Setup occurs entirely in the Stripe Dashboard: under Reporting, Data management, users select Data Pipeline, choose Postgres and Supabase, and authorize the connection. Stripe backfills historical records and continuously syncs charges, refunds, disputes, customers, subscriptions, and invoices into a dedicated stripe_sdp schema in the user’s Postgres database. A dedicated stripe_sdp role with scoped permissions, JWT direct connections using short-lived tokens, and enforced SSL ensure the database password is never exposed to Stripe. Developers can then query the synced tables with standard SQL, join them with application data, and implement features like MRR calculations, churn analysis, or subscription-based feature gating without extra API calls.

Takeaways

1. 1

   Stripe Data Pipeline eliminates the need to maintain custom webhook handlers or worry about API rate limits.

2. 2

   Synced data appears as tables in a stripe_sdp schema, including charges, customers, subscriptions, and invoices, queryable with standard SQL.

3. 3

   The connection uses OAuth-based short-lived JWT credentials and a dedicated database role, so Stripe never receives the user’s database password.

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