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Fill a form from documents or notes

fill_form_from_context

Fill a PDF form using facts found in supporting documents. Emboss reads the answers out of context_text and/or context_urls (public https links to PDFs, Word, spreadsheets, images, or text) and fills the form. Give form_id for a form already in the library, or pdf_url/pdf_base64 for a new one. Give library= from find_form to start from a form Emboss already keeps. policy is safe (write high and medium confidence) or strict (high only). Returns a job_id; poll get_job about every 20 seconds. Billed as one context fill; the first 5 each month are free. Optional retention: ephemeral or account_default (default: the account's own setting); it applies only when this call creates the form (pdf_url, pdf_base64 or library), since an existing form keeps the setting it was created with. Ephemeral processing: source and output documents are deleted 60 to 70 minutes after the last activity on a form.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
policyNosafe
form_idNo
libraryNo
pdf_urlNo
retentionNo
pdf_base64No
context_textNo
context_urlsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / examples
      Added value: +[
      +  {
      +    "context_text": "Grace Hopper, born 9 December 1906, 1 Navy Way, Arlington, VA 22202.",
      +    "form_id": "11111111-2222-3333-4444-555555555555",
      +    "policy": "safe"
      +  }
      +]
  2. First observed

TDQS

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