BennyBooks

Bookkeeping that agents can run — and humans still own.

Transactions, notes, and receipts in one structured ledger. Agents propose. You approve. Nothing posts without you.

Start for free Explore the API

bennybooks.app/ledger

All transactions47 pending review

AWS

Cloud infrastructure

Uncategorized-$842.00

Stripe payout

Revenue

Matched+$12,400.00

WeWork

Office & rent

Receipt missing-$1,200.00

Figma

Software

Agent suggested-$45.00

Benny Agent

@Benny what should I focus on for month-end?

3 items need attention: AWS is uncategorized, WeWork is missing a receipt, and 12 agent proposals are waiting for approval.

list_transactions

search_receipts

propose_categorization

Primitives

12+

MCP tools

100%

Human approval

24/7

Agent-ready

Platform

Three primitives. One ledger.

Everything in BennyBooks flows from transactions, notes, and receipts — structured so agents and humans share the same source of truth.

Import
Categorize
Reconcile
Review
Close

Transactions

Bank feeds, invoices, and journal entries in one list. Every number has a source.

Notes

Free-text context on any record — vendor details and explanations agents can read.

Receipts

Documents linked to transactions with OCR. Match before or after the bank line posts.

Model Context Protocol

Typed tools. Approval-gated writes.

Agents don't scrape your UI — they use scoped tools against structured data. Read freely, propose changes through a queue, and audit every action. Start at /llms.txt or the developer docs.

list_transactions, get_transaction, search_receipts
propose_categorization, propose_journal_entry
attach_note, link_receipt — all approval-gated

Open developer docs

MCP · Cursor

> Run month-end checklist for August

●list_transactions — 142 rows

●search_receipts — 8 unmatched

●get_dashboard_summary — fetched

Month-end status: 8 receipts unmatched, 12 categorizations pending approval, 2 connectors stale. Proposals queued — nothing posted without your sign-off.

propose_categorizationawaiting approval

Financial connectors

All systems

Nordea

Synced 2m ago

Stripe

Synced 5m ago

Manual CSV

Imported today

Every imported record carries provider, external_id, and sync lineage.

Connector transparency

Know where every number came from.

Bank feeds, Stripe, CSV imports — every record shows provider, sync status, and external ID. Agents can answer lineage questions without guessing.

providerlast_sync_atsync_statusexternal_id

Explainability

No agent left guessing.

When an agent categorizes or matches a receipt, BennyBooks stores who suggested it, how confident they were, and why — so humans correct mistakes and future runs get smarter.

{
  "suggested_by": "agent",
  "confidence": 0.92,
  "reason": "Vendor matches SaaS pattern,
             amount consistent with prior months",
  "status": "pending_approval"
}