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Orion Vision (Azure Form Recognizer)

Integrates with Azure Form Recognizer to extract structured data from documents including receipts, ...

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Updated Oct 6, 2025
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Integrates with Azure Form Recognizer to extract structured data from documents including receipts, invoices, ID documents, and business cards for automated document processing workflows.
  1. Log in to the Azure Portal

  2. Create or Select Your Form Recognizer Resource

    • In the portal search bar, type "Form Recognizer" or "Document Intelligence," then select either "Form Recognizer" or "Azure AI Document Intelligence."
    • If you already have a resource, click on it in the list. If not, click “+ Create” and follow the prompts to set up a new Form Recognizer resource in your Azure subscription.
  3. Get the Endpoint URL

    • Once inside your Form Recognizer resource's overview page, find the "Endpoint" field. Copy this URL—this is your AZURE_FORM_RECOGNIZER_ENDPOINT.
  4. Get the API Key

    • In the left sidebar of your resource, click on the “Keys and Endpoint” or "Keys" section.
    • You will see two keys labeled "KEY 1" and "KEY 2". Click the copy icon next to one of the keys. This is your AZURE_FORM_RECOGNIZER_KEY.
  5. Fill in the FastMCP Connection Interface

    • Open the FastMCP connection or install interface where you are prompted to enter ENV values.
    • Enter the following values:
      • AZURE_FORM_RECOGNIZER_ENDPOINT: Paste the Endpoint URL from step 3.
      • AZURE_FORM_RECOGNIZER_KEY: Paste the API Key from step 4.
  6. Save and Confirm

    • Complete the installation or configuration process as directed.
    • If using Claude Desktop, Cursor, or Cline, restart the application if required for the changes to take effect.

Your Orion Vision MCP server is now ready to use with the necessary Azure Form Recognizer credentials!

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