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AWS Textract MCP connector

AWS Textract is Amazon's machine learning service that automatically extracts text, handwriting, and structured data from scanned documents. The AWS Textract MCP connector allows AI agents to analyze receipts and invoices to extract key information like line items, totals, and vendor details. It also supports processing forms, tables, and identity documents to retrieve structured data from business documents.

Authentication type

  • API Key - Requires a static API key to be configured before the agent can connect to the service.

Uses

Use the AWS Textract MCP connector to perform the following actions:

  • Extract text and data from receipts and invoices automatically without manual entry
  • Capture line items, amounts, and vendor details from scanned purchase documents
  • Validate invoice accuracy and reconcile expenses against purchase orders
  • Route financial documents to the correct departments based on extracted metadata
  • Build searchable archives of receipts and invoices for audit and compliance
  • Accelerate accounts payable processing by eliminating document scanning delays
  • Detect and flag duplicate invoices using extracted vendor and amount information

Example prompts

Use the following example prompts to invoke AWS Textract MCP connector tools from your AI assistant or Boomi Connect workflow:

  • Extract all line items and totals from the receipt I just uploaded.
  • Show me the vendor name and invoice amount from this receipt using AWS Textract.
  • Pull the date and payment terms from this invoice and add them to our tracking spreadsheet.
  • Analyze this receipt and tell me if the total matches the itemized charges.
  • Extract the invoice number and due date from these three documents at once.
  • Scan this receipt and flag it if the vendor name doesn't match our approved supplier list.
  • Use AWS Textract to pull all invoice data and send it to our accounting system.
  • Show me receipts from this month where the amount exceeds $500.
  • Extract and compare vendor information across all uploaded receipts.
  • Pull the tax amount and subtotal from this invoice for our expense report.

AWS Textract MCP connector tools

The AWS Textract MCP connector provides the following tools. Each tool maps to a specific action you can invoke from your AI agent or automation.

ToolDescription
analyzeExpenseExtracts and identifies financial data from receipts and invoices for processing.
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