Modern finance products benefit from more than visual dashboards. They also need structured access patterns that let users and teams work with data through APIs and integration layers.
That is why this project includes an MCP service and public documentation for how access works in a per-user model.
MCP as a thin integration layer
The MCP service stays on top of the API layer instead of duplicating business logic or exposing direct database access.
Per-user access keys
The preferred model lets an AI client act on behalf of a specific user instead of relying on one broad shared token.
Why teams care
Automation helps teams pull financial context faster, generate summaries and build controlled operational workflows.
Explore
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MCP integration
Read the technical page about tokens, transports and the production-friendly model.
Learn moreTeam expense management
See where automation is especially useful for small teams and operational finance work.
Learn moreBank connections
See how bank data and automation complement each other.
Learn moreWhat can be automated
- Reading workspace state and financial context.
- Analytics around accounts, categories and transactions.
- Selected controlled actions through API-backed MCP flows.
Why it fits the product
This page broadens the public understanding of Guru Money: it is not only a public-facing website or an approval-ready brand shell, but also a foundation for modern finance workflows.