Document & File Management · Airparser + Claude
Airparser MCP with Claude: Turn Messy Documents Into Clean, Usable Data
The short answer
Claude works with Airparser through the Model Context Protocol (MCP), a secure standard that lets Claude use outside software with permissions you control. Once connected, Claude can ask Airparser to parse emails, extract fields from documents and uploaded PDFs, and return structured results that your team and other systems can use.
What is Airparser?
Airparser is an AI-powered parser that extracts structured data from emails, documents, PDFs and other files. It turns messy inbound content, such as invoices, forms, order requests and reports, into clean fields that apps and workflows can use. Operations teams, finance teams, customer service departments and developers commonly use it to remove manual data entry from document-heavy processes.
How Claude connects to Airparser through MCP
The Model Context Protocol is an open standard that acts like a universal adapter between Claude and other software. It lets Claude securely use a tool, reading information and taking actions, with access that the organisation sets and controls. For Airparser, the connection uses your Airparser API key, so Claude only reaches the parsing functions you have allowed.
Once connected, Claude can typically ask Airparser to parse a new email, extract named fields from an uploaded PDF, and retrieve structured results in response to a plain-language request. For example, a team member could ask Claude to pull the supplier, invoice number and total from a batch of documents, and Claude would return those values in a consistent format.
Permissions and approvals keep people in charge. Access is limited to the parsing actions each workflow needs, and actions that change records or trigger payments or customer messages can be set to require a person's sign-off before they proceed. Activity can be logged so every extraction is traceable.
What you can automate
Invoice Field Extraction for Accounts Payable
Accounts payable teams receive invoices in many layouts. Claude can send each incoming PDF to Airparser, which typically extracts supplier name, invoice number, dates, line totals and tax. The structured results can then be checked against purchase orders before anyone approves payment, saving hours of manual keying each week.
Email Order Intake for Sales Operations
Customer order requests often arrive as free-text emails with product codes, quantities and delivery addresses scattered throughout. Claude can route these emails to Airparser for parsing and return clean order fields. Sales operations staff then review a standard summary rather than reading every message from start to finish.
Form and Application Processing for HR
HR teams handle job applications, onboarding forms and expense claims in varied formats. Claude can ask Airparser to pull names, dates, roles and amounts from submitted documents into a consistent structure. This makes it easier to track candidates and reimbursements without retyping details into spreadsheets.
Support Ticket Triage
Customer support teams receive attachments such as screenshots of documents, warranty forms and error reports. Claude can request field extraction from these files so the support agent sees the account number, product and issue type at the top of the ticket. Faster triage typically shortens the time before the right specialist picks up the case.
Compliance Document Review
Compliance and legal teams often need key clauses, dates and identifiers from large sets of contracts or certificates. Claude can direct Airparser to extract these specific fields and compile a summary table. Reviewers then focus their time on the exceptions rather than on locating each value by hand.
An end-to-end workflow: Supplier Invoice to Accounting Approval
TriggerA supplier emails an invoice PDF to the accounts mailbox.
Claude detects the new email and retrieves the PDF attachment.
Claude asks Airparser to parse the document and extract supplier, invoice number, date, amount and tax fields.
Claude checks the extracted values against the matching purchase order held in the ERP system.
Any mismatch is flagged to a finance officer for review, while clean matches are queued for approval.
The approved record is written to the accounting system and a summary is posted to the team's channel.
OutcomeInvoices are processed with far less manual keying, mismatches surface early, and a person still approves every payment.
How we set it up
Free Automation Audit
We review how your team receives and handles documents and emails, and identify the workflows where Airparser would save the most time.
Account and Access Setup
We set up your Airparser account and generate an API key, which is the sign-in method this tool uses. The key is stored securely and scoped to the parsing functions your workflows need.
Connection and Workflow Design
We connect Claude to Airparser through MCP or the direct API, then design the end-to-end flow across Airparser and your other systems, with approval points for consequential actions.
Testing and Launch
We test the workflow against real past documents and emails, measure accuracy, and launch with monitoring and audit logs in place.
Team Training
We train your staff on how to use the workflow, review extracted results, and handle exceptions, so your team can operate and adjust it confidently.
Who benefits
- Finance and Accounts Payable Managers
- Less manual keying of invoices and faster, more accurate matching against purchase orders.
- Operations Directors
- Document-heavy processes run with fewer delays and a clearer view of exceptions.
- Customer Service Leads
- Tickets arrive with the key details already extracted, so agents start resolving sooner.
- IT and Systems Heads
- A governed, API-key-based connection that fits into existing systems with clear audit trails.
Security and control
- Access uses an API key scoped to the parsing functions each workflow needs, following least-privilege principles.
- Actions that change records, release payments or message customers can require human approval.
- Extraction results are logged so every value can be traced back to its source document.
- Extraction accuracy is tested on real past documents before launch and monitored afterwards, with reviewers handling low-confidence results.
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 a region that meets their data handling requirements. Indian organisations can align the workflow with the Digital Personal Data Protection Act, 2023. Organisations in the UAE and Saudi Arabia can align with local data protection laws. The hosting region is chosen during design to meet the specific requirements of each organisation.
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 Airparser MCP server do?
The Airparser MCP server lets Claude use Airparser's parsing functions through a secure, standard connection. Claude can ask Airparser to parse emails, extract fields from documents and PDFs, and retrieve structured results. The server acts as a bridge, so your team can request data in plain language rather than building each integration by hand.
Is connecting Airparser to Claude secure?
The connection is designed around least-privilege access. It uses an Airparser API key, which is stored securely and limited to the functions each workflow needs. Sensitive actions can require human approval, and activity can be logged for audit purposes. Security is set up as part of the design rather than added afterwards.
What can Claude do with Airparser once connected?
Typically, Claude can request that Airparser parse new emails, extract named fields from uploaded PDFs and files, and return structured results. Claude can then use those results in a wider workflow, such as checking them against another system or preparing a summary for a team member. The exact actions depend on the permissions you set.
How long does setup take?
Setup time depends on the number of documents and systems involved. A focused workflow with one document type and one connected system is often quicker to launch than a multi-stage process. We begin with a free automation audit, then agree a realistic timeline covering design, testing, launch and team training.
Which plan or permissions do I need?
You need an Airparser account that can generate an API key, and the key must have access to the parsing functions your workflow uses. The specific plan that suits your volumes is a matter for your Airparser account settings. During the audit we confirm what your account supports and what permissions the workflow requires.