Document Intelligence MCP Server

Extract text (OCR), summarize, classify, and extract tables from document images using local AI vision models.

Features

Tool	Description	Price
extract_text	OCR - Extract all text from document images in markdown format	$0.05/use
summarize_document	Analyze and summarize document content with key information	$0.10/use
classify_document	Classify document type (invoice, contract, receipt, etc.) with confidence	$0.05/use
extract_tables	Extract all tables as structured JSON (headers + rows)	$0.10/use

Connect via Claude Desktop

Add to your Claude Desktop MCP settings:

{
  "mcpServers": {
    "document-intelligence": {
      "url": "https://ntriqpro--document-intelligence-mcp.apify.actor/mcp?token=YOUR_APIFY_TOKEN"
    }
  }
}

Supported Document Types

• Invoices and receipts
• Contracts and agreements
• Business letters and memos
• Reports and presentations
• Forms and applications
• ID documents and certificates
• Tables, spreadsheets, and charts

Supported Languages

Responses can be generated in: English, Korean, Japanese, Chinese, Spanish.

Input

Each tool accepts:

• imageUrl (required): URL of the document image
• language (optional): Response language code (default: "en")

Output

Each tool returns structured JSON with the analysis results.

Example: extract_text

Input:

{
  "imageUrl": "https://example.com/invoice.png"
}

Output:

{
  "status": "success",
  "text": "# Invoice\n\n**Invoice #**: 2024-001\n**Date**: March 15, 2024\n...",
  "model": "qwen2.5-vl",
  "imageUrl": "https://example.com/invoice.png"
}

Example: classify_document

Output:

{
  "status": "success",
  "classification": {
    "document_type": "invoice",
    "confidence": 0.95,
    "language": "en",
    "key_fields": ["invoice_number", "date", "total_amount", "vendor"]
  }
}

Example: extract_tables

Output:

{
  "status": "success",
  "tables": {
    "tables": [
      {
        "headers": ["Item", "Quantity", "Price"],
        "rows": [
          ["Widget A", "10", "$5.00"],
          ["Widget B", "5", "$12.00"]
        ]
      }
    ]
  }
}

Technology

• Vision Model: Qwen2.5-VL (Apache 2.0 License)
• Processing: Local AI inference, zero external API calls
• Privacy: Document images are processed in real-time and not stored

Open Source Licenses

This service uses the following open source models:

• Qwen2.5-VL — Apache 2.0 License

Platform usage is free. You only pay per event (see pricing above).

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