Finance & Accounting · Eagle doc + Claude
Eagle doc MCP with Claude: Faster Invoice and Receipt Processing
The short answer
Claude works with Eagle doc through the Model Context Protocol (MCP) or the direct API. Once connected with an API key, Claude can request document data extraction from invoices and receipts, summarise the results and pass them into finance workflows. Permissions are set by the organisation, and people approve any action that changes records.
What is Eagle doc?
Eagle doc is an AI-powered OCR API that reads invoices and receipts and turns them into structured data. It is used by finance and accounts payable teams, bookkeepers, operations managers and document-heavy businesses that need to capture information from paper scans and PDFs without typing it in by hand. Its aim is faster, more consistent data capture for everyday business documents.
How Claude connects to Eagle doc through MCP
The Model Context Protocol is an open standard that lets Claude securely use other software. Think of it as a universal adapter between Claude and a tool. Through this adapter, Claude can reach Eagle doc's extraction capabilities using the connection the organisation sets up, rather than relying on copied and pasted text.
Once connected, Claude can typically ask Eagle doc to extract fields such as supplier name, invoice number, dates, line items and totals from an uploaded document, and can summarise what it finds. Claude can then help check the results, flag missing fields and prepare the data for the next step in your process.
Access is limited to what the organisation grants. Connections use an API key, which can be scoped and rotated, and consequential actions such as posting an entry to the ledger can be set to require a person's approval first. Your team stays in charge of every decision that affects money or records.
What you can automate
Accounts payable invoice capture
Incoming supplier invoices arrive by e-mail or upload. Claude asks Eagle doc to extract the key fields, checks totals against purchase orders and prepares a clean record for the payables team to review. Staff spend their time on exceptions rather than retyping numbers, which typically shortens the time from receipt to approval.
Expense receipt processing
Employees photograph receipts for travel and meals. Claude reads the extracted amounts, dates and merchant names, matches them to the expense category and drafts a claim for the employee to confirm. Finance receives tidier claims, and the audit trail shows where each figure came from.
Document summaries for managers
Operations and finance leaders often need the headline facts from a stack of documents. Claude can request extraction across a batch of files and produce a short summary of totals, due dates and open items, so a manager can see what needs attention without opening every file.
Month-end reconciliation support
At month end, bookkeepers match invoices and receipts to bank entries. Claude can compare extracted data with the records you already hold and list likely matches and mismatches, leaving the final reconciliation decision to the accountant.
Missing document follow-up
When a supplier invoice or receipt is incomplete or unreadable, Claude can identify which fields are missing and draft a request for the correct document. A person reviews and sends the message, keeping supplier relationships under human control.
An end-to-end workflow: Invoice to approved payment
TriggerA supplier invoice is uploaded to the shared finance mailbox or folder.
Claude sends the invoice to Eagle doc through the MCP connection and requests field extraction.
Claude checks the extracted supplier, invoice number, dates and totals against the purchase order held in the ERP system.
Where all fields match, Claude creates a draft bill in the accounting system and tags it for approval.
Where a field is missing or a total differs, Claude flags the invoice and summarises the issue for the payables clerk.
The approver reviews the draft and releases it for payment; the action and its source are recorded in the audit log.
OutcomeInvoices reach the approver faster, with fewer keying errors and a clear record of every check. The approver still decides what gets paid.
How we set it up
Free automation audit
We review your invoice, receipt and document flows and identify the steps worth automating first, at no cost.
Connection design
We set up the Eagle doc connection using the API key sign-in method, storing the key securely and limiting access to the extraction functions your workflow needs.
Workflow design
We map the end-to-end process across Eagle doc and your other systems, such as Microsoft 365, your ERP or accounting software and your ticketing tool, with clear approval points.
Testing with real cases
We run the workflow against past invoices and receipts, measure accuracy and adjust the rules until results meet your standards.
Launch, monitoring and training
We go live with monitoring and audit logs in place, then train your finance and operations teams on how to review and approve Claude's work.
Who benefits
- Finance director
- Gets consistent, auditable data capture and clearer visibility of payables and receivables.
- Accounts payable clerk
- Spends less time retyping invoice details and more time resolving real exceptions.
- Office and operations manager
- Receives short summaries of document batches without opening every file.
- IT or systems head
- Keeps control of API key access, permissions and logs across the connection.
Security and control
- Use a dedicated API key with the narrowest access your workflow needs, and rotate it on a set schedule.
- Require a person to approve any action that posts, pays or changes a financial record.
- Keep audit logs of every extraction request and every action Claude takes.
- Test on past documents before launch and monitor accuracy after go-live.
- Limit which documents are sent for processing and remove sensitive content your workflow does not need.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom need to meet their own financial record-keeping and data protection rules, and we design with those in mind. In India, we align handling of personal data with the Digital Personal Data Protection Act, 2023. For organisations in the UAE and Saudi Arabia, we consider the local data protection laws that apply to each business. We choose the hosting region for any custom application to help meet these requirements, but compliance always depends on your own obligations and advice.
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 Eagle doc MCP server do?
The Eagle doc MCP server lets Claude and other AI agents reach Eagle doc's document extraction capabilities through a standard connection. It typically allows Claude to request extraction of invoice and receipt data, retrieve structured results and summarise document information, all within the access the organisation sets. It is a bridge, not a replacement for your accounting controls.
Is connecting Eagle doc to Claude secure?
Security depends on how the connection is set up. We use a dedicated API key, limit it to the functions the workflow needs, keep audit logs and require approvals for actions that change financial records. Documents are only sent where your process requires it. We review these settings with your IT team before launch.
What can Claude do with Eagle doc?
Once connected, Claude can typically request field extraction from invoices and receipts, check results against your other records, summarise batches of documents and prepare drafts for review. Final actions such as payments or ledger postings remain with your people unless you choose otherwise and set appropriate controls.
How long does setup take?
Timelines vary with the number of document types, the systems involved and how many approval steps you need. A focused single workflow often takes a few weeks from audit to launch, including testing with real cases and staff training. We confirm a realistic timetable during the free audit.
Which plan or permissions do I need for Eagle doc?
You need an Eagle doc API key with access to the extraction functions your workflow uses. The exact plan and permission level depends on your Eagle doc account and usage, so check with your Eagle doc account holder. We help you identify what is required during the audit.