Parsio

Parsio MCP Connector for Claude

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Extract structured data from emails and PDFs automatically with AI-powered parsing templates that learn from your documents.

12 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Connect your Parsio.io account to any AI agent and take full control of your document automation and data extraction through natural conversation. Parsio provides a powerful AI-powered parsing engine that transforms unstructured PDF files, images, and emails into structured JSON data directly from your chat interface.

What you can do

  • Document Extraction Orchestration — Upload files (via URL or raw text) and trigger real-time parsing to retrieve structured metadata programmatically.
  • Mailbox Lifecycle Management — List all managed mailboxes and retrieve detailed configuration metadata directly from the AI interface to ensure your data pipelines are always synchronized.
  • Template & Parsing Intelligence — Access and monitor your parsing templates to maintain a clear overview of how your data is being structured via natural language.
  • Historical Data Control — List collected parsed data from specific mailboxes and retrieve granular details for individual documents using simple AI commands.
  • Operational Monitoring — Track system responses and manage webhook metadata to ensure your document automation is always optimized.

How it works

  1. Subscribe to this server
  2. Enter your Parsio API Key from your account settings
  3. Start managing your document parsing from Claude, Cursor, or any MCP-compatible client

No more manual data entry from invoices or forms. Your AI acts as a dedicated document analyst or data processing coordinator.

Who is this for?

  • Operations Managers — quickly retrieve parsed summaries from high volumes of forms without switching apps.
  • Finance Teams — automate the extraction of data from invoices and receipts via natural conversation.
  • Developers — integrate real-time document parsing and structured data retrieval directly within the chat.
ocrdata-extractionpdf-parsingemail-automationjson-conversionunstructured-data

12 tools expose this connector's capabilities to your AI agent.

create_mailbox

Create a new mailbox

get_parsed_document_result

Retrieve the result of a parsed document

get_mailbox

Get details for a specific mailbox

get_template_details

Get template metadata

list_mailboxes

List all Parsio mailboxes

list_parsed_data_history

List historical parsed data for a mailbox

list_mailbox_templates

List parsing templates for a mailbox

list_mailbox_webhooks

List webhooks for a mailbox

extract_data_from_text_async

Start text data extraction (Async)

extract_data_from_text_sync

Extract data from text or HTML (Sync)

extract_data_from_file_async

Use this for large files or webhook workflows. Start file data extraction (Async)

extract_data_from_file_sync

Extract data from a file immediately (Sync)

See how to talk to your AI agent using Parsio.

List all my Parsio mailboxes.

I've retrieved your mailboxes. You have 3 active containers: 'Sales Invoices', 'Customer Support', and 'Expense Receipts'. Which one would you like to list templates for?

Show me all parsing templates I have configured and their extraction success rates.

You have 6 active parsing templates. "Invoice Parser" processes 94% of documents successfully with 12 extracted fields. "Receipt Scanner" has 89% accuracy across 847 documents processed this month. "Purchase Order Template" handles 97% success rate. "Resume Parser" extracts from 91% of uploads. Your total documents processed this month: 3,421.

Get the extracted data from the last 5 invoices processed by my Invoice Parser template.

Here are the last 5 invoices processed. Invoice from Acme Corp: $4,250.00, dated May 8, PO#2847. Invoice from TechSupply: $1,890.50, dated May 7, NET30 terms. Invoice from CloudServices: $699.00, recurring monthly. Invoice from OfficeMax: $342.18, supplies category. Invoice from DataCenter Inc: $12,500.00, infrastructure. All 5 extracted with 100% field confidence.

Yes! Use the `upload_file_sync` tool. Provide the file URL and the Mailbox ID, and your agent will respond with the structured JSON data extracted from the document in seconds.

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