The open-source intelligence
layer for financial documents
Ingest, classify, parse, and enrich any financial document with a single API call. 37 document parsers. 210+ endpoints. AI-native from the ground up.
MIT licensed. Self-hostable.
- bank_statement.pdf
- POST/v1/intake
- parse.run()
- tax_return_1040.pdf
- POST/v1/classify
- classify.detect()
- w2.pdf
- POST/v1/parse
- enrich.apply()
- 1099_nec.pdf
- paystub.pdf
- POST/v1/parse/batch
- transactions.categorize()
- 1099_int.pdf
- brokerage_statement.pdf
- POST/v1/enrich/income
- income.verify()
- k1_partnership.pdf
- credit_card_statement.pdf
- POST/v1/enrich/cashflow
- cashflow.analyze()
- balance_sheet.pdf
- invoice.pdf
- POST/v1/checks
- tampering.detect()
- form_1098.pdf
- 401k_quarterly.pdf
- POST/v1/checks/identity
- identity.verify()
- p_and_l.xlsx
- general_ledger.csv
- POST/v1/analytics/cashflow
- entity.resolve()
- loan_agreement.pdf
- wire_confirmation.pdf
- POST/v1/relay/webhook
- relay.deliver()
- audit_opinion.pdf
- POST/v1/workflows/run
- workflow.start()
- GET/v1/mcp/tools
- mcp.handshake()
Six stages. One clean pipeline.
From raw document to actionable intelligence in seconds. Every step is its own API endpoint, usable independently or as a full pipeline.
Receive
Consolidate document intake from every channel — forward emails, bulk upload, or send via API.
OCR ingestion and deduplication for PDF, image, CSV, XML, and JSON payloads.
Everything you need to process
financial documents
37 document parsers, purpose-built.
Bank statements, tax returns, pay stubs, invoices, W-2s, 1099s, P&Ls, balance sheets — every financial document type, parsed to structured JSON.
AI-native with MCP & agents.
Built-in MCP server lets agents interact with Moneyline natively. Tool calling, context injection, and autonomous document workflows.
client.documents.parse({ 'bank_statement' 'tax_return_1040' 'pay_stub' 'w2' 'profit_and_loss' 'balance_sheet'})210+ endpoints. Type-safe SDKs.
Full REST coverage across ingestion, classification, parsing, enrichment, scoring, and delivery. Python, Node, and Go SDKs with first-class DX.
From raw document to actionable intelligence
AI is woven throughout the entire Moneyline pipeline. Structured extraction, transaction enrichment, risk scoring, and agent-ready tool calling.
- Transaction categorization across 100+ merchant categories.
- Real-time fraud signal and tampering detection.
- Ask questions about any document in plain English via MCP.
Net Monthly Cashflow
Apr 2026$12,458.32
Parsed activity
Payroll
W-2 · Northwind Payroll
+$4,892.00
1099-NEC
Design LLC · verified
+$2,400.00
Mortgage
First National · P&I
-$2,100.00
Card spend
Mixed merchants · 12 tx
-$1,842.10
Financial infrastructure you can actually own
Not a wrapper around AI models. Purpose-built parsers, battle-tested extraction pipelines, and production-grade infrastructure — all MIT licensed and self-hostable.
View on GitHubOpen Source (MIT)
SOC 2 & Self-Hostable
Stripe-Quality DX
Production-Grade Infra
API Endpoints
Document Parsers
Tests Passing
Lines of Code
Start free. Scale when ready.
Open Source
Self-hosted, full feature set
Free
- All 37 parsers
- 210+ endpoints
- MCP server, CLI and SDKs
- Deploy with Docker or Kubernetes
- Self-hosted on your own infrastructure
- OSI-approved open source core
- Community Discord support
Preferred by:
Cloud
Managed infrastructure with SLA
$199/mo
- Managed hosting with SLA
- 50,000 documents/month
- 99.9% uptime
- Email support
- Automatic updates
- Usage analytics dashboard
Preferred by:
Enterprise
Custom solutions at scale
Custom
- Unlimited volume
- Dedicated infrastructure
- SSO/SAML
- 99.99% uptime SLA
- Phone & Slack support
- Custom model training
- On-premise deployment
Preferred by:
Frequently asked questions
Everything you need to know about Moneyline.
Still have questions?
Get in touchLatest from the blog
Engineering deep-dives, integration guides, and notes from the Moneyline team.
Start processing documents in 5 minutes
Install the SDK, authenticate, and parse your first document. No credit card, no sales call.