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YNAB, MINT and BudgetSimple, they do have Bank account/ Credit card link. You can link your financial institution and get the daily transactions.

Why do we need to scrap? Is there any specific reason ?

I assumed that those sites had web scrapers. Do most banks have an API for getting access to customers' transaction records?

No..several third party applications can help you do that -