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AWS Textract MCP connector

Updated 

AWS Textract is Amazon's machine learning service for extracting text and data from scanned documents and images. The AWS Textract MCP connector allows AI agents to analyze receipts and invoices, pulling out structured fields like vendor names, line items, and totals. It also supports processing forms and tables from scanned content, turning unstructured documents into usable data for downstream workflows.

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 vendor, total, and line-item data from scanned receipts automatically
  • Convert paper invoices into structured data for accounting workflows
  • Eliminate manual data entry for expense report processing
  • Capture tax amounts and payment details from receipt images instantly
  • Speed up accounts payable by digitizing incoming invoice documents
  • Reduce reconciliation errors by pulling exact totals from receipts
  • Automate expense approval workflows with accurate extracted receipt data
  • Standardize invoice fields across vendors for easier reporting

Example prompts

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

  • Pull the total amount from this receipt using AWS Textract.
  • Extract vendor name and date from this invoice in AWS Textract.
  • Get the line items from this scanned receipt.
  • Read the tax amount off this invoice for me.
  • Convert this photo of a receipt into structured expense data.
  • What is the payment total on this invoice?
  • Extract all fields from this batch of receipts using AWS Textract.
  • Identify the vendor address on this scanned invoice.
  • Turn this paper receipt into data I can add to my expense report.
  • Show me the itemized costs from this uploaded invoice.

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
analyzeExpenseAnalyze receipt or invoice
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