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.