Paypal to Amazon S3 integration

Connect Paypal to Amazon S3 and automatically sync your finance & accounting data. Weld extracts data from Paypal, loads it into Amazon S3, and lets you transform the data using SQL or dbt, no custom scripts required.

4.8 on G2
PaypalSource
WeldWeld
Amazon S3Warehouse
Weld · New sync
PaypalSourcePaypalConnected
Tables to sync
  • dispute47 cols
  • subscription45 cols
  • dispute_disputed_transaction20 cols
  • dispute_evidence16 cols
  • dispute_disputed_transaction_item14 cols
  • dispute_fund_movement13 cols
  • Extract
  • Load
  • Keep in sync
Amazon S3DestinationAmazon S3Ready
paypal schema
  • paypal.disputeSynced
  • paypal.subscriptionSyncing
  • paypal.dispute_disputed_transactionSynced
  • paypal.dispute_evidenceSynced
  • paypal.dispute_disputed_transaction_itemSynced
  • paypal.dispute_fund_movementSynced
Paypal tables
28
fields, typed
567
relationships kept
10
agent context included
MCP

Trusted by data and AI teams

  • Flatpay
  • Holafly
  • eComplete
  • Dishoom
  • Danish Endurance
  • Female Invest
  • Son of a Tailor
  • Onomondo
  • Medik8
  • Pas Normal Studios
How it works

How to set up Paypal to Amazon S3 in Weld.
In the app, with the API or an agent.

Weld · New Paypal sync
PaypalNew connectionPaypalAuthorised
Connection namepaypal
AuthorizeOpens Paypal to grant read access
Use cases

Why sync Paypal to Amazon S3?
Ready for analysis.

Centralizing your Paypal data in Amazon S3 lets you join it with other data sources for cross-platform analytics and deeper insights.

Build reliable dashboards and reports by querying Paypal data directly in Amazon S3 using SQL or your preferred BI tool.

  • Financial reporting

    Centralize financial data from Paypal in Amazon S3 for automated financial dashboards and month-end close analysis.

  • Centralized data warehouse

    Bring Paypal data into Amazon S3 alongside other sources to create a single source of truth for your organization.

  • Automated reporting

    Replace manual exports and spreadsheet-based reporting with automated pipelines from Paypal to Amazon S3. Connect BI tools like Looker, Metabase, or Power BI.

Schema

What data can you sync?
Every Paypal table, keys intact.

Weld syncs the objects the Paypal connector exposes into Amazon S3, and you choose which tables and fields to include. The connector's docs list what is available.

Open the schema explorer
All 28 tables
  • dispute
  • subscription
  • dispute_disputed_transaction
  • dispute_evidence
  • dispute_disputed_transaction_item
  • dispute_fund_movement
  • dispute_offer_history
  • subscription_cycle_execution
  • dispute_supporting_info
  • dispute_adjudication
  • dispute_message
  • dispute_refund_transaction
  • transaction
  • invoice
  • invoice_recipient
  • transaction_item_detail
  • billing_plan
  • invoice_item
  • billing_plan_billing_cycle
  • balance
  • transaction_incentive
  • billing_plan_pricing_tier
  • invoice_attachment
  • invoice_invoicer_phone
  • transaction_item_tax_amount
  • transaction_item_checkout_option
  • invoice_payment_transaction
  • invoice_refund_transaction
Weld MCP server

Ask your agent.
It queries Amazon S3 for you.

Connect Claude, Cursor, ChatGPT or your own agent to Weld over MCP. It reads the Paypal context, finds the tables it needs and runs the query in Amazon S3.

Claude CodeOpus 5
>

How many dispute rows do we have per dispute? Use our Paypal data in Amazon S3.

Reading the Paypal context first, so the query uses the right tables and keys.

●weld·search_available_references
⎿raw.paypal.dispute
raw.paypal.dispute
+ 26 more Paypal tables
●weld·get_reference_schema
⎿dispute · 47 columns
joins dispute on dispute_id
●weld·run_query
⎿select j.id, count(*) from {{raw.paypal.dispute}} d
join {{raw.paypal.dispute}} j on d.dispute_id = j.id
group by 1
submitted
●weld·get_query_status
⎿DONE
●weld·get_query_result
⎿rows returned
✓Answered from Paypal data in Amazon S3
>Ask about your Paypal data
Under the hood

Technical considerations.
What to expect.

Incremental syncing
Weld uses incremental syncing where supported by the Paypal API, loading only new and updated records to minimize data transfer and warehouse costs.
Schema handling
Weld automatically manages schema changes. If Paypal adds new fields, they're detected and added to the corresponding Amazon S3 tables.
Data freshness
Sync frequency depends on your Weld plan. Most connectors support schedules from every 5 minutes up to daily intervals.
Security
All data is encrypted in transit (TLS) and at rest. Weld is SOC 2 Type II compliant and supports IP whitelisting for database connections.
FAQ

Common questions.
About Paypal to Amazon S3.

Start syncing Paypal to Amazon S3.

Set up your Paypal data pipeline in minutes. No credit card required. Free for 14 days.

PaypalSource
WeldWeld
Amazon S3Warehouse