Document & File Management · Veryfi OCR + Claude
Veryfi OCR MCP with Claude: Turn Receipts and Invoices into Clean Data
The short answer
Claude connects to Veryfi OCR through the Model Context Protocol (MCP), a secure standard that lets Claude use outside software with permissions you control. Once connected, Claude can ask Veryfi OCR to read receipts, invoices, bank statements and tax forms, then use the extracted data in your workflows, with people approving important actions.
What is Veryfi OCR?
Veryfi OCR is an API that reads business documents and turns them into structured data. It handles receipts, invoices, bank statements, tax forms, checks and similar paperwork, returning fields such as vendor, date, totals and line items. Finance teams, accounts payable staff, bookkeepers, expense managers and operations teams commonly use it to replace manual data entry with reliable, ready-to-use information.
How Claude connects to Veryfi OCR through MCP
The Model Context Protocol, or MCP, is an open standard that acts like a universal adapter between Claude and other software. It lets Claude securely read information from a tool and take actions in it, using access that your organisation decides and controls. For Veryfi OCR, the connection uses an API key, which your team creates and holds.
Once connected, Claude can ask Veryfi OCR to extract data from a receipt, process an incoming invoice, parse a bank statement or read a tax form, all through plain-language instructions. Claude can then pass the clean results to your other systems, summarise them, flag unusual amounts or prepare entries for review. The exact actions available depend on how the connection is configured.
Permissions and approvals keep people in charge. We grant least-privilege access, so Claude can only do what the workflow needs. Consequential steps, such as posting a payment or creating a ledger entry, are routed to a named person for approval. Every action is recorded in an audit log, so you can see what happened and why.
What you can automate
Expense receipt capture
Employees photograph receipts and send them in. Claude asks Veryfi OCR to extract the vendor, date, amount and tax, then checks them against the expense policy. Clean records go to the expense system, and anything unclear is sent back to the employee for a quick correction. Finance staff spend less time typing and more time reviewing exceptions.
Supplier invoice processing
When an invoice arrives by e-mail, Claude extracts the supplier name, invoice number, due date, line items and totals. It compares these with purchase orders and flags mismatches, duplicates or missing details. Accounts payable teams then approve matched invoices in a single pass, which typically shortens processing time and reduces late payment fees.
Bank statement reconciliation
Claude reads bank statements through Veryfi OCR and turns each transaction into structured rows. It then matches these against ledger entries and highlights items that do not reconcile. Bookkeepers receive a short list of differences to investigate, rather than checking every line by hand at month end.
Tax form data preparation
Tax and compliance teams often receive forms in many layouts. Claude extracts the key fields from each form, lays them out in a consistent format and checks that required boxes are complete. A reviewer then confirms the figures before they are used, keeping a clear record of who approved what.
Cheque and payment tracking
For organisations that still receive paper cheques, Claude uses Veryfi OCR to capture payer, amount, date and cheque number. The data is logged against the right customer account and a payment reminder is raised if an expected cheque is missing. This keeps receivables accurate with less chasing.
An end-to-end workflow: Supplier invoice to approved payment
TriggerA new invoice PDF arrives in the shared accounts payable mailbox.
Claude takes the attached invoice and sends it to Veryfi OCR for extraction.
Claude checks the supplier name, invoice number and totals against the vendor list in the accounting system.
Claude matches the invoice to the relevant purchase order in the ERP and flags any differences above a set tolerance.
Matched invoices are queued for approval, and a named manager receives a summary to confirm.
Once approved, the payment entry is created in the accounting system and the invoice is archived in the document store.
OutcomeAccounts payable handles invoices faster with fewer keying errors, and every payment has a visible approval trail. Results vary by organisation and document quality.
How we set it up
Free automation audit
We review how invoices, receipts and statements currently move through your business and identify the workflows worth automating first. You leave with a clear, prioritised plan at no cost.
Secure API key setup
Your team creates the Veryfi OCR API key and stores it in a secure secrets manager. We never share or hard-code the key, and access is limited to the document types the workflow requires.
Connection and workflow design
We connect Claude to Veryfi OCR through MCP, or through the direct API where that suits better, and link it to your accounting, ERP, e-mail or ticketing systems. People approve consequential actions at defined points.
Testing with real documents
We test the workflow against past receipts, invoices and statements from your own archive. We measure extraction accuracy, tune the rules and agree how exceptions will be handled.
Launch, monitoring and training
We launch with audit logs and monitoring in place, then train your finance and operations staff on reviewing exceptions and using the system day to day. Support continues after launch as your volumes change.
Who benefits
- Accounts payable manager
- Invoices are extracted and matched automatically, so the team reviews exceptions instead of keying every line.
- Bookkeeper or accountant
- Bank statements and receipts arrive as structured data, making reconciliation and month-end close quicker.
- Expense or HR administrator
- Employees submit receipts from their phones and get fast, policy-checked results with fewer follow-up e-mails.
- Chief financial officer or operations head
- Clearer visibility of spend and document flow, with an audit trail that supports internal and external reviews.
Security and control
- Least-privilege API access, limited to the document types each workflow needs.
- Human approval required for payments, ledger postings and any other consequential action.
- Complete audit logs of every extraction and every action Claude takes.
- API keys stored in a secure secrets manager and rotated on a schedule.
- Testing against your own documents before launch, with agreed exception handling.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can host the workflow in their chosen region to meet their data handling requirements. In India, we design workflows to align with the Digital Personal Data Protection Act, 2023, including consent and purpose limitation for personal data on documents. For organisations in the UAE and Saudi Arabia, we consider local data protection laws when setting data flows and retention. Hosting region is chosen during design to meet your requirements.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Veryfi OCR MCP server do?
The MCP server acts as a secure bridge between Claude and Veryfi OCR. It lets Claude send documents for extraction and receive structured results, using the access you grant. Claude can then use that data in your workflows. The server does not change your documents or your Veryfi OCR account settings on its own.
Is connecting Veryfi OCR to Claude secure?
Security depends on how the connection is set up. We use a dedicated API key with least-privilege access, store it in a secrets manager, and log every action. Sensitive steps need human approval. We also design around your data protection obligations, so security is planned rather than assumed.
What can Claude do with Veryfi OCR?
Claude can ask Veryfi OCR to extract data from receipts, invoices, bank statements, tax forms and checks, then interpret the results. It can summarise them, check them against your rules, flag unusual values and pass them to other systems. The exact actions available depend on the configuration we agree with you.
How long does setup take?
Timing depends on the number of document types and systems involved. A focused workflow, such as invoice extraction into one accounting system, can often be launched within a few weeks after the audit. Broader projects take longer. We give you a clear timeline once the audit is complete.
Which plan or permissions do I need?
You need an active Veryfi OCR account that allows API access, and an API key with permission for the document types you plan to process. Your plan determines volume and features, so we check these details during the free audit and recommend what fits your workflow.