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Ocrolus MCP connector

The Ocrolus connector for Elaichi lets Claude, ChatGPT, Cursor, or any MCP client read and work with your Ocrolus books, documents, transactions, fraud signals, and cash flow analysis, with each person signed in as themselves and every action logged.

  • How it connects. App credentials. The credential goes into a vault nobody reads back.

  • One address. https://api.elaichi.ai/mcp, the same for every user.

  • Their own access. An agent never gets more than the person it acts for.

How to connect

How to connect Ocrolus to Claude, ChatGPT or Cursor

Two steps, about a minute.

1

In Elaichi

Connect Ocrolus once

  1. Open Connections, choose Add connection, and pick Ocrolus.

  2. Optionally set Share with to give a team access, then press Connect.

  3. Paste your Ocrolus app credentials. Ocrolus authenticates the app rather than a person. One person supplies the credentials once, and everyone else works through Share with.

The credential is vaulted. Nobody reads it back, not even the AI.

Add connection

Choose a connector.

ocrolus
Ocrolus
Buildium
DualEntry
FloQast
FreshBooks
Invoiced
2

In your AI client

Point it at one endpoint

Everyone in the organization uses the same address, and each person only ever reaches what their own account allows.

Connect Ocrolus to Claude

  1. 1

    Open Customize, then Connectors.

  2. 2

    Press Add.

  3. 3

    Name it, paste the MCP server URL, then Continue.

    https://api.elaichi.ai/mcp
  4. 4

    Sign in and approve.

On Team and Enterprise, an Owner adds it once. Everyone else turns it on for themselves.

Connect Ocrolus to ChatGPT

  1. 1

    Open Plugins, then press the + button.

  2. 2

    Name it and paste the endpoint into Server URL.

    https://api.elaichi.ai/mcp
  3. 3

    Leave Authentication on OAuth, then tick the risk acknowledgement.

  4. 4

    Press Create, then sign in and approve.

Works on the web today. The plugin directory lives at chatgpt.com/plugins.

Connect Ocrolus to Cursor

  1. 1

    Open ~/.cursor/mcp.json.

  2. 2

    Add the endpoint under mcpServers.

    https://api.elaichi.ai/mcp
  3. 3

    Reload Cursor, then sign in and approve.

~/.cursor/mcp.json

{
  "mcpServers": {
    "elaichi": {
      "url": "https://api.elaichi.ai/mcp"
    }
  }
}

Set up per machine, so repeat it on each computer you work from.

Connect Ocrolus to any MCP client

  1. 1

    Add the endpoint as a remote MCP server.

    https://api.elaichi.ai/mcp
  2. 2

    Sign in and approve.

{
  "mcpServers": {
    "elaichi": {
      "url": "https://api.elaichi.ai/mcp"
    }
  }
}

The Elaichi Agent already has these tools, with nothing to set up.

Use cases

What teams do with Ocrolus through Elaichi

Every one of these runs inside the access the person already has, and lands in the same audit log.

  • Underwriting

    Read a borrower's book summary before the call

    Ask for the summary and form data on an applicant's Ocrolus book and get income, balances, and the key figures from their bank statements and pay stubs in plain language, without opening the dashboard.

  • Fraud and risk

    Check fraud signals before approving a file

    Pull the fraud signals on a book or on a single uploaded document and ask what was flagged, so tampered statements or altered pay stubs are caught before a decision is made.

  • Loan operations

    Open a book and upload the applicant's PDFs

    Create a new Ocrolus book for a borrower, upload the bank statements and mixed PDFs they sent over, and check status until processing is done.

  • Credit analysis

    Review enriched transactions and cash flow features

    List the enriched transactions on a book, ask for the cash flow features, and have the agent explain recurring deposits, overdrafts, and monthly revenue trends for a small business applicant.

  • Quality control

    Confirm every document was classified correctly

    Ask for the classification summary on a book to see which pages were recognized as bank statements, tax forms, or pay stubs, and spot documents that still need attention.

  • Onboarding

    Import a Plaid asset report into a book

    Bring an applicant's Plaid asset report into their Ocrolus book alongside the documents they uploaded, so the underwriter works from one complete file.

Try asking

  • “Summarize the books created in Ocrolus this week.”
  • “List documents still processing in the Lending Ops book.”
  • “Show fraud signals flagged on last month's Ocrolus books.”

See all 67 Ocrolus tools below

AI tools

Ocrolus tools for your AI agents

67 tools are ready to call through Elaichi's MCP endpoint the moment you connect Ocrolus, governed by the same roles, restrictions, and audit log as everything else in Elaichi.

See it in Elaichi

What connecting Ocrolus gets you

6 screens from the product, each doing one job for your Ocrolus account.

The agent

Ask about books, get answers from Ocrolus.

Type a question in plain language and read live Ocrolus book and document records.

  • books
  • documents
  • fraud signals
  • bank statements

Ask Elaichi to work across your apps.

Summarize the books created in Ocrolus this week.

List documents still processing in the Lending Ops book.

Show fraud signals flagged on last month's Ocrolus books.

Also runs in Claude, ChatGPT or Cursor

MCP clients

Claude, ChatGPT and Cursor reach Ocrolus here.

One org MCP endpoint over OAuth, no SDK to write and no shared API key.

ElaichiMCP clients
Claude ChatGPT Cursor

Copy the endpoint

https://api.elaichi.ai/mcp
Client Connected by Status Last used
Claude
E

Emma Laurent

• Connected 4 minutes ago
Cursor
S

Sofia Ricci

• Connected 2 hours ago
ChatGPT
C

Clara Nowak

• Connected Yesterday

Tool catalog

All 67 Ocrolus tools are already wired.

Books, documents, form data and fraud signals, with methods listed and no custom code.

  • List all Ocrolus books
  • Create a Ocrolus book
  • Get single Ocrolus book by ID
  • Ocrolus books get status
ElaichiTools
Tool Action Description
List all Ocrolus books List List Ocrolus books with optional filtering by name, keyword search, or external ID. Returns: pk, book_uuid, name, book_class, book_type, is_public, xid, created. Results are returned in descending order by default.
Create a Ocrolus book Create Create a new Book in Ocrolus for organizing and processing documents. Returns: pk, book_uuid, name, book_class, book_type, is_public, xid, created. Required: name.
Get single Ocrolus book by ID Get Get information about a specific Ocrolus Book by UUID or primary key. Returns: pk, book_uuid, name, book_class, book_type, is_public, xid, created. Required: book_uuid or pk (mutually exclusive).
Ocrolus books get status Get Get the processing status of an Ocrolus Book by UUID or primary key. Returns: pk, book_uuid. Required: book_uuid or pk (mutually exclusive).
Update a Ocrolus book by ID Update Update an existing Ocrolus Book's name, processing class, type, visibility, or external ID. Returns: pk, book_uuid, name, book_class, book_type, is_public, xid, created. Required: book_uuid or pk (mutually exclusive).

Toolboxes

Every team gets its own Ocrolus toolbox.

Curate one toolbox per team so lending sees books and ops sees uploads.

  • Lending Ops
  • Underwriting
  • Fraud Review
  • Accounting
ElaichiToolboxes
Name Source template Tools Created

Lending Ops toolbox

Ocrolus · books and document uploads

Ocrolus starter 18 Mar 4, 2026

Underwriting toolbox

Ocrolus · book summaries and form data

9 Mar 2, 2026

Fraud Review toolbox

Ocrolus · fraud signals and classifications

24 Feb 27, 2026

Accounting toolbox

Ocrolus · bank statements and reconciliations

Ocrolus starter 6 Feb 19, 2026

Client Onboarding toolbox

Ocrolus · new books and PDF intake

31 Jan 30, 2026

Data Engineering toolbox

Ocrolus · JSON uploads and asset reports

12 Jan 22, 2026

Shared connections

Share an Ocrolus account, never the key.

See who connected each account and which teams and members work through it.

  • Lending Ops
  • Underwriting
  • Fraud Review
  • Accounting
ElaichiConnections
Connection Scope Status Access
OC

Ocrolus (Lending Ops)

Connected by Emma Laurent

Personal • Active 1 team · 6 members
OC

Ocrolus (Underwriting)

Connected by James Whitfield

Organization • Active 3 teams · 24 members
OC

Ocrolus (Fraud Review)

Connected by Sofia Ricci

Organization • Active 2 teams · 11 members
OC

Ocrolus (Accounting)

Connected by Daniel Ortega

Personal • Needs re-auth 1 team · 3 members
OC

Ocrolus (Onboarding)

Connected by Clara Nowak

Personal • Active Not shared
OC

Ocrolus (Small Business)

Connected by Michael Brennan

Personal • Active 2 teams · 9 members

Audit log

Every Ocrolus call is written down.

When, who, what happened, type and resource, in an append only log.

  • When
  • Who
  • What happened
  • Type
ElaichiAudit log
When Who What happened Type

2 minutes ago

Mar 6, 2026, 3:10 PM

E

Emma Laurent

[email protected]

Restriction Created Access

8 minutes ago

Mar 6, 2026, 3:04 PM

J

James Whitfield

[email protected]

Restriction Updated Access

14 minutes ago

Mar 6, 2026, 2:58 PM

S

Sofia Ricci

[email protected]

Role Assigned Access

20 minutes ago

Mar 6, 2026, 2:52 PM

D

Daniel Ortega

[email protected]

Ocrolus Users Updated MCP

26 minutes ago

Mar 6, 2026, 2:46 PM

C

Clara Nowak

[email protected]

Ocrolus Books Created MCP

32 minutes ago

Mar 6, 2026, 2:40 PM

M

Michael Brennan

[email protected]

Ocrolus Books List Toolbox

Launching soon

From answering questions to doing the work

A person no longer has to ask. A trigger starts the work, inside the same permissions and the same audit log as everything else. Automations and live dashboards are launching soon, on the Black plan.

Automations

A schedule fires and Ocrolus work finishes.

Fetch books, group them, draft a digest, get approval, post back to Ocrolus.

Ocrolus digest

Run 418 · started 2 minutes ago · on behalf of Emma Laurent

  1. Schedule

    Every weekday at 08:00

    0.2s
  2. Fetch books

    Ocrolus

    1.4s
  3. Group by owner

    Transform

    0.1s
  4. Draft the digest

    Agent step

    Ran with 4 tools, returned a structured summary

    6.2s
  5. Approve the digest

    Needs approval

    Assigned to Michael Brennan

    Approve
  6. Post the digest

    Ocrolus

    Queued

Collections and dashboards

Ocrolus book numbers arrive without being asked.

Four metrics, 14 days of books created and a team breakdown, computed on schedule.

Ocrolus health

Refreshed 4 minutes ago · every 15 minutes · from the books collection

Live

Books

1,284 ↓ 12%

Documents

96 ↓ 8%

Needs attention

3 ↑ 2

Updated this week

412 ↑ 9%

Books created

Last 14 days

By team

Share of activity

Lending Ops 34%

Underwriting 27%

Fraud Review 21%

Accounting 18%

FAQ

Frequently asked questions

How do I connect Ocrolus to Claude?

Connect Ocrolus in Elaichi first: pick Ocrolus from the catalog and enter the app credentials from your Ocrolus account, which takes a couple of minutes. There is no OAuth application to register and no client ID or secret to generate. Then in Claude open Customize, then Connectors, then Add, and paste the endpoint https://api.elaichi.ai/mcp. Sign in with your Elaichi account and Ocrolus is available in your chat.

Does Ocrolus work with ChatGPT and Cursor as well as Claude?

Yes. Once Ocrolus is connected in Elaichi, the same endpoint, https://api.elaichi.ai/mcp, works in Claude, ChatGPT, Cursor, any other MCP client, and the Elaichi Agent. You connect Ocrolus once and every client you use picks it up.

What can an AI agent actually do with my Ocrolus data?

With Ocrolus connected, an agent can create a book for a borrower, upload their bank statements and pay stubs, check processing status, and read back the summary, form data, and classification results. It can list transactions and enriched transactions, pull cash flow features, and report fraud signals on a book or a single document. Because Ocrolus has a large set of actions, short concrete asks like "fraud signals on the Acme book" work better than long sentences.

Does connecting Ocrolus give the AI access to every book in our account?

No. Every call to Ocrolus runs inside the access of the person who signed in to Elaichi, so an agent sees the books and documents that person can already see in Ocrolus and nothing more. Elaichi can narrow that further, for example to read-only actions for a team, but it can never widen access beyond what Ocrolus itself allows.

Can my team share one Ocrolus connection?

Yes. One person connects Ocrolus in Elaichi and shares the connection with a team, and nobody else ever handles the Ocrolus app credentials. Each teammate still signs in to Elaichi as themselves, so the audit log names the actual underwriter or analyst behind every book opened or document uploaded.

Can I stop an agent from deleting or changing things in Ocrolus?

Yes. Restrictions in Elaichi apply per action, so you can block deleting Ocrolus books or documents, or block uploads, while leaving summaries, transactions, and fraud signals available. A blocked action is never advertised to Claude, ChatGPT, or Cursor at all, so no prompt, however worded, can reach it.

What happens to an Ocrolus connection when someone leaves?

Offboarding a person in Elaichi ends their access to Ocrolus at once, across Claude, ChatGPT, Cursor, and every other client they used. A shared Ocrolus connection keeps working for everyone else on the team. If you want to remove Ocrolus entirely, disconnecting it once in Elaichi removes it from every client for everyone.

Put Ocrolus in front of your team

Fourteen days on Gold, no credit card. Connect it once and pick what each team can call.