moneyline

Now open source, MIT licensed

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.

Invoice

#INV-292

Date: 28 / 04 / 2026

Billed to:

Acme Corporation

2715 Ashwood Ave.

Columbus, OH 43204

DescriptionAmount (USD)
Professional Services$129.48
Data Processing$220.00
Software License$89.00
Expense Reimbursement$38.12
Total$476.60 USD

Joceline

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.

STAGE 1 OF 6

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.

Email forwarddocs@moneyline.dev
API uploadPOST /documents
Bulk SFTPnightly.zip

UNIFIED QUEUE

PDFstatement-ch.pdf
PDFreturn-2024.pdf
CSVtxns-dec.csv
IMGinvoice-042.jpg

Everything you need to
process financial documents

From raw document to actionable intelligence in seconds. Every step is its own API endpoint, usable independently or as a full pipeline.

Avg Speed

1.2s

Accuracy

99.4%

MethodSpeedAccuracy
moneyline1.2s99.4%
AI models8-14s-82%
Manual45 min-95%

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.

Learn more

MCP native sales

1.2M

+28%

AI-native with MCP & agents

Built-in MCP server lets agents interact with Moneyline natively. Tool calling, context injection, and autonomous document workflows.

Learn more
1const result = await moneyline.parse({
2 document: file,
3 type: 'auto',
4 schema: [
5 'bank_statement',
6 'balance_sheet'
7 ],
8 options: {
9 normalize: true,
10 enrich: true,
11 detect_anomalies: true,
12 output: 'structured_json'
13 }
14})

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.

Learn more

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.
Learn more
NET MONTHLY CASHFLOWApr 2026

$12,458.32

Risk 72 (Low) · Confidence 94%

12 docs

PARSED ACTIVITY

PayrollW-2 · Northwind Payroll+$4,892.00
1099-NECDesign LLC · verified+$2,400.00
MortgageFirst National · P&I-$2,100.00
Card spendMixed merchants · 12 tx-$1,842.10
Open Source (MIT)
SOC 2 & Self-Hostable
Stripe-Quality DX
Production-Grade Infra

Financialinfrastructure youcan 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.

210+API Endpoints
37Document Parsers
150+Tests Passing
92KLines of Code

Start free, scale when ready

From open source to enterprise-grade, Moneyline adapts to your scale, security, and compliance needs.

COMPARE PLANS

All plans include core document intelligence pipeline with continuous updates.

Recommended

Open Source

Self-hosted, full feature set.

$0

Free forever

Cloud

Managed infrastructure with SLA

$199/mo

Billed monthly

Enterprise

Custom solutions at scale

Custom

Contact sales

Document parsers
37+
37+
37+
API endpoints
210+
210+
210+
Documents per month
Unlimited
50,000
Unlimited
Uptime SLA
-
99.9%
99.99%
Support
Community Discord
Email support
Priority support
Data residency
Yes
Yes
Yes
SSO / SAML
Yes
Yes
Yes
Audit logs
Yes
Yes
Yes
Custom models
No
No
Yes

Frequently asked question

Everything you need to know about Moneyline

Yes. The entire document intelligence stack, parsers, extraction pipelines, and the MCP server, is MIT licensed. Self-host it, fork it, or run it in production with zero vendor lock-in.

No. Moneyline ships purpose-built parsers and deterministic extraction pipelines tuned per document type. AI augments the pipeline for enrichment and reasoning, it is not the whole thing.

37 financial document types out of the box, including bank statements, tax returns, pay stubs, invoices, W-2s, 1099s, P&Ls, and balance sheets, each parsed to structured JSON.

Absolutely. Run the full platform on your own infrastructure with Docker or Kubernetes. SOC 2 controls and data residency apply to every tier, including open source.

The built-in MCP server exposes every Moneyline capability as agent-callable tools. Agents can ingest, parse, and query documents in plain English with full context injection.

?Still have questions?Our team is here to help.
Get in touch

Latest 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.