DATA ENRICHMENT

Transactions that make sense.Automatically.

BankMCP enriches every transaction using its own database, web search, and proprietary AI models — so your financial management is accurate without manual work.

Without BankMCP

NameSmith & Johnson Enterprises LLC
CategoryOther
Total$ 85,40

With BankMCP

NameShell V-Power — fuel purchase
CategoryCar
Total$ 85,40
LocationSão Paulo
TypeDebit
#Car#Family#Weekend
Own database
Web search
Own AI models
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From raw lines to real context

Raw bank descriptions are often vague: a string of numbers, a city code, or an acronym. BankMCP reads between the lines by cross-referencing its own knowledge base, crawling public sources, and running its own models to turn each line into clear, actionable information.

A transaction you can act on

BankMCP also cleans up noise in your transactions. A transfer between your own accounts is recognized and ignored from income and spending, so it does not distort your cash flow. Recurring transfers to the same person — like a personal trainer, nanny, or consultant — are remembered by your shared memory and classified consistently every month, without you lifting a finger.