Banking & Finance

StockData Data Extractor

Vern's StockData extractor imports a new user's banking & finance data — eod data, intraday unadjusted data, news feeds per industry, and news feeds per symbols — into your product through a single managed migration, handling StockData's auth, pagination, and rate limits for you. It's built for teams onboarding customers off StockData who want their data in your app from day one.

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StockData

SaaS API (REST)

Managed auth, retries, and throttling

Normalized JSON, CSV, and DB-ready output

Cleaned JSON, CSV, and DB-ready output

Export coverage

Know exactly what Vern pulls before you migrate.

Objects Vern extracts

Vern extracts the full set of queryable StockData objects (4 total), including: Eod Data, Intraday Unadjusted Data, News Feeds Per Industry, and News Feeds Per Symbols. All of these support incremental change tracking, so syncs pull only what changed.

Output schema

Normalized JSON per object with referential keys preserved, so the relationships between your user's records survive the import. Timestamps are returned in ISO 8601. Delivered as JSON or CSV, or loaded straight into your own application database or pushed to your API — whatever your product expects.

Where it can land

Your own application database (Postgres, MySQL), a direct push to your API or webhook, or JSON/CSV files, plus another banking & finance system (Alpaca Broker API, Alpha Vantage, Brex) when a user is switching tools.

Source details

Built for the source type shown above, with extractor content refreshed from the collection record.

Managed by Vern

The details you normally have to build yourself.

Authentication

API key / access token. Your user pastes their StockData API key once when they sign up; Vern stores it encrypted and attaches it to every request, handling header signing and retries so you never touch the raw credential.

Pagination

Vern detects and handles StockData's paging model (cursor, page-number, or offset) internally and returns one consistent, de-duplicated result set — so you import a user's complete data without ever managing page tokens.

Rate limits and gotchas

StockData enforces its own API rate limits. Vern queues and throttles requests internally so importing a new user's data never trips a 429 — even on a large account.

API-key sources rarely surface their true rate ceilings until you hit a 429 mid-import, and many silently cap page size. Vern throttles to stay under the limit and normalizes paging so a partial pull never lands a user in your product with missing data.

API quickstart

1. Create a migration for StockData
curl -X POST https://app.vern.so/api/v1/migrations \
  -H "x-api-key: $VERN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "name": "StockData → Postgres", "source": "StockData" }'
→ { "migration_id": "mig_..." }
2. Generate the extraction recipe (pulls live via the StockData API)
curl -X POST https://app.vern.so/api/v1/migrations/$MIGRATION_ID/runs \
  -H "x-api-key: $VERN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "kind": "generate", "extract_via_api": true }'
3. Run the approved extraction
curl -X POST https://app.vern.so/api/v1/migrations/$MIGRATION_ID/runs \
  -H "x-api-key: $VERN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "kind": "execute" }'
4. Download the normalized CSV export
curl https://app.vern.so/api/v1/migrations/$MIGRATION_ID/exports/{template} \
  -H "x-api-key: $VERN_API_KEY" -o stockdata_export.csv

A cleaner way to extract without rebuilding source-specific plumbing.

View docs

Common questions

Can I keep a user's StockData data in sync after the first import? Yes — 4 StockData objects support incremental change tracking, so after the first full import Vern pulls only what changed on re-run.

Can I move a user from StockData to Alpaca Broker API? Yes — Vern normalizes the StockData data model into typed tables that map cleanly onto Alpaca Broker API and into your own product.

What does it cost to read the StockData API? StockData's own API access follows StockData's pricing/plan; Vern is billed separately per import. Check StockData's developer docs for their current limits.