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Document Intelligence MCP Server

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

Features

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).

🔗 Related Actors by ntriqpro

Extend this actor with the ntriqpro intelligence network:

• supply-chain-risk-mcp — MCP server for supply chain risk
• video-intelligence-mcp — MCP server for video intelligence
• content-factory-mcp — MCP server for content-factory

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