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Agentic Document Parsing and Extraction (ADP)

@Laiye-ADP

Repository

About Agentic Document Parsing and Extraction (ADP)

ADP integrates Vision-Language Models (VLM), Large Language Models (LLM) and autonomous agent decision-making technologies. It reshapes traditional document processing by transforming conventional rule-based field extraction into goal-driven end-to-end intelligent automation. Foc

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "laiye-adp": {
      "command": "npx",
      "args": [
        "-y",
        "@laiye-adp/mcp"
      ],
      "env": {
        "ADP_API_KEY": "your-adp-api-key"
      }
    }
  }
}

Tools

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Overview

What is Agentic Document Parsing and Extraction (ADP)?

A Model Context Protocol server that connects MCP-compatible AI clients to Laiye’s Agentic Document Processing platform, enabling automated document parsing and key field extraction using VLM, LLM, and autonomous agents. It handles overseas and domestic invoices, contracts, financial statements, and certificates without requiring template setup or rule maintenance.

How to use Agentic Document Parsing and Extraction (ADP)?

Sign up at adp-global.laiye.com, retrieve an API key, then configure your MCP client with the Streamable HTTP endpoint https://adp.laiye.com/mcp?key=<YOUR-ADP-API-Key>. Once connected, describe your document processing task in natural language.

Key features of Agentic Document Parsing and Extraction (ADP)

  • Parse PDFs, images, Office documents into structured text and tables
  • Extract fields from global invoices, receipts, and purchase orders
  • Extract fields from Chinese ID cards, driver licenses, and passports
  • Use custom extraction apps created on the ADP platform
  • Process documents synchronously or asynchronously
  • Accept file via URL or Base64 encoding

Use cases of Agentic Document Parsing and Extraction (ADP)

  • Automate cross-border invoice processing for accounts payable
  • Extract order details from purchase orders for supply chain reconciliation
  • Parse and extract data from Chinese ID cards for identity verification

Comments

Basic information

Category

AI & Agents

Transports

stdio

Author

Laiye-ADP

Submitted by

Laiye ADP

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