document-intelligence-server - MCP Server

MCP server for intelligent document processing — extract text, classify, and summarize PDFs, images, and documents using vision LLMs.

Tools

extract_document

Extract text from a PDF or image file using OCR.

• path (string, required): Path to the document file

classify_document

Classify a document by type (invoice, report, contract, etc.).

• path (string, required): Path to the document file

summarize_document

Generate a structured summary from a document.

• path (string, required): Path to the document file

Related MCP server: Nutrient Document Engine MCP Server

Quick Start (local)

pip install -r requirements.txt
export MCP_BILLING_API=https://mcp-billing-api.onrender.com
uvicorn server:starlette_app --host 0.0.0.0 --port 8000

Usage with Claude Desktop / MCP clients

{
  "mcpServers": {
    "document-intelligence-server": {
      "url": "https://mcp-doc-intel.onrender.com/"
    }
  }
}

Deployed endpoint

https://mcp-doc-intel.onrender.com/ — Streamable HTTP transport at root path. Health check at /health.

Environment Variables

License

MIT