Vision OCR

Capabilities

• • Extract text from scans, photos, and page images
• • Read tables, invoices, and receipts into rows and columns
• • Adjust contrast, trim, and crop an image before reading
• • Read diagrams, charts, and screenshots for labels and structure
• • Return image metadata, including EXIF data, in the report
• • Flag a region that is too small for a reliable reading

Constraints

• • Cap the work at 20 images per request.
• • Resize an image above 2000 pixels wide before reading.
• • Mark every reading below 0.7 confidence for a human check.

MCP schema

{
  "name": "vision_ocr",
  "input": {
    "type": "object",
    "required": [
      "action",
      "media"
    ],
    "properties": {
      "media": {
        "type": "string"
      },
      "action": {
        "enum": [
          "extract",
          "layout",
          "metadata"
        ]
      },
      "regions": {
        "type": "array",
        "items": {
          "type": "object"
        }
      }
    }
  },
  "output": {
    "type": "object",
    "properties": {
      "blocks": {
        "type": "array",
        "items": {
          "type": "object"
        }
      },
      "tables": {
        "type": "array",
        "items": {
          "type": "object"
        }
      },
      "metadata": {
        "type": "object"
      }
    }
  },
  "description": "Reads text, tables, and layout from image files and page scans."
}