Stacklane is now Vantion LabsLearn more

All work

Open-source document parsing API and MCP server for financial documents

210+API endpoints

One API that ingests, classifies, parses and enriches any financial document, with an MCP server so agents can call it too.

Client
Moneyline
Sector
Financial services
Capability
Document parsing
Visit moneyline.co(opens in a new tab)
Moneyline API dashboard with request volume, latency and documents parsed

The problem

Bank statements, tax returns, pay stubs and invoices arrive as PDFs, images and exports, and each one has to become structured data before software or an agent can use it. The engine had to be open source, and usable from code and by AI agents.

What we built

One API that ingests, classifies, parses and enriches financial documents, with every stage available as its own endpoint or as a full pipeline. The SDKs, the CLI and the MCP server call that same API, so an endpoint and an agent tool do the same work. It self-hosts on Docker or Kubernetes.

The result

Moneyline is live at moneyline.co as an MIT-licensed platform with more than 210 API endpoints and 37 document parsers, usable by a developer or an agent.

API endpoints
210+
document parsers
37
licensed and self-hostable
MIT

Talk through one process with the founder