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QRFY to Amazon S3 integration

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

Start for freeView setup guide
4.8 on G2
QRFYSource
WeldWeld
Amazon S3Warehouse
Weld · New sync
QRFYSourceQRFYConnected
Tables to sync
  • qr20 cols
  • folder5 cols
  • qr_data_link_list45 cols
  • qr_data_coupon31 cols
  • qr_data_event30 cols
  • qr_data_business27 cols
  • Extract
  • Load
  • Keep in sync
Amazon S3DestinationAmazon S3Ready
qrfy schema
  • qrfy.qrSynced
  • qrfy.folderSyncing
  • qrfy.qr_data_link_listSynced
  • qrfy.qr_data_couponSynced
  • qrfy.qr_data_eventSynced
  • qrfy.qr_data_businessSynced
QRFY tables
47
fields, typed
436
relationships kept
1
agent context included
MCP

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How it works

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

Setup guideAPI guideMCP docs
Weld · New QRFY sync
QRFYNew connectionQRFYAuthorised
Connection nameqrfy
AuthorizeOpens QRFY to grant read access
Use cases

Why sync QRFY to Amazon S3?
Ready for analysis.

Centralizing your QRFY 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 QRFY data directly in Amazon S3 using SQL or your preferred BI tool.

  • Centralized data warehouse

    Bring QRFY 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 QRFY to Amazon S3. Connect BI tools like Looker, Metabase, or Power BI.

Schema

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

Weld syncs the objects the QRFY 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 47 tables
  • qr
  • folder
  • qr_data_link_list
  • qr_data_coupon
  • qr_data_event
  • qr_data_business
  • qr_data_vcard_plus
  • qr_style
  • qr_data_social
  • analytics
  • qr_data_mp3
  • qr_data_vcard
  • qr_data_app
  • qr_data_video
  • qr_data_pdf
  • qr_data_feedback
  • qr_data_menu
  • qr_data_images
  • qr_data_email
  • qr_data_video_video
  • qr_data_wifi
  • qr_data_business_social
  • qr_data_feedback_category
  • qr_data_link_list_link
  • qr_data_menu_social
  • qr_data_social_social
  • qr_data_vcard_plus_phone
  • qr_data_vcard_plus_social
  • qr_data_sms
  • qr_data_whatsapp
  • and 17 more
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 QRFY context, finds the tables it needs and runs the query in Amazon S3.

Set up the MCP serverClaudeCursorChatGPTGemini
Claude CodeOpus 5
>

How many qr rows do we have per folder? Use our QRFY data in Amazon S3.

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

●weld·search_available_references
⎿raw.qrfy.qr
raw.qrfy.folder
+ 45 more QRFY tables
●weld·get_reference_schema
⎿qr · 20 columns
joins folder on folder_id
●weld·run_query
⎿select f.id, count(*) from {{raw.qrfy.qr}} q
join {{raw.qrfy.folder}} f on q.folder_id = f.id
group by 1
submitted
●weld·get_query_status
⎿DONE
●weld·get_query_result
⎿rows returned
✓Answered from QRFY data in Amazon S3
>Ask about your QRFY data
Under the hood

Technical considerations.
What to expect.

Incremental syncing
Weld uses incremental syncing where supported by the QRFY API, loading only new and updated records to minimize data transfer and warehouse costs.
Schema handling
Weld automatically manages schema changes. If QRFY 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.
Resources

Keep reading.
Guides, docs and schema.

Documentation

QRFY setup guide

How to connect QRFY to Weld, step by step.

Documentation

Amazon S3 setup guide

How to connect Amazon S3 to Weld, step by step.

Schema

QRFY schema explorer

Browse all 47 tables and 436 fields.

Connector

QRFY connector

Everything Weld does with QRFY.

FAQ

Common questions.
About QRFY to Amazon S3.

Start syncing QRFY to Amazon S3.

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

QRFYSource
WeldWeld
Amazon S3Warehouse
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Related

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