• DATA
  • LOGS
  • REVIEW
  • STORAGE

How to extract structured data from documents with your AI

Connect Parseur to your AI client once. After that, your agent handles the heavy lifting of turning messy document links into clean, usable data.

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Short answer

How can I turn document URLs into JSON with my AI?

Your AI uses Parseur to grab data from a URL and format it as a structured JSON object. You get clean, predictable data ready for any downstream task. Here is how the process works.

Where every piece of data lands.

The outcomes of extraction

Once the extraction is complete, the data goes exactly where you need it.

DATA

Clean JSON payloads

The AI converts raw text into structured objects. You get specific fields like dates, amounts, or names instead of a wall of text.

LOGS

Workflow triggers

The extracted data can trigger new actions in your other tools. Use the JSON to feed spreadsheets or databases automatically.

REVIEW

Human verification

If the extraction confidence is low, the data stays pending. You decide when a piece of information is accurate enough to use.

STORAGE

Document archives

The processed information can be saved alongside the original file. This keeps your structured data and source files in sync.

The workflow

What your AI does when the document arrives.

The AI handles the transition from a raw link to a structured data point.

  1. Receive the link

    You give your agent a URL pointing to a document. The AI prepares the file for processing.

    upload_document

  2. Parse the content

    The AI reaches into the document to find the specific fields you defined. It pulls the raw text into a structured format.

    get_document_data

  3. Format the payload

    The agent organizes the extracted values into a clean JSON object. This makes the data easy for other tools to read.

    get_document_data

  4. Deliver the data

    The structured information is handed back to you or sent to your next destination. The process is complete once the JSON is ready.

    get_document_data

Try it

Copy these to start.

Use these prompts to begin extracting data immediately.

Starting points

These are ways to kick off the task. Swap out the bracketed text with your actual document links or specific field names.

Parseur Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_6MExFCZztxj2EawHbJwpL4Z4EKWcXn1vrBkxx1fJ/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Parseur capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "parseur-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_6MExFCZztxj2EawHbJwpL4Z4EKWcXn1vrBkxx1fJ/mcp"
    }
  }
}
Copy into chat04

  • Extract the invoice number and total amount from this URL: [paste URL here]

  • Turn this document into a JSON object with fields for 'sender' and 'date': [paste URL here]

  • Look at this document link and give me a summary of the key data points in JSON format: [paste URL here]

  • Check this URL and pull out the customer name and shipping address: [paste URL here]

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Parseur once, then ask.

Just click the link to connect your account. Your credentials stay encrypted and secure on our end. Once connected, you can start asking your AI to process documents right away.

Connect Parseur to your AI

FAQ

How this task behaves

  • 01

    Can the AI edit the original document?

    No. The AI only reads the data from the document to create a JSON payload. It cannot change the source file.

  • 02

    Does the AI decide which fields to extract?

    The AI follows the instructions you give it in your prompt. You tell it which specific fields you want to see in the JSON.

  • 03

    Can I use this for PDFs?

    Yes. If the document at the URL is a readable PDF, the AI can extract the data.

  • 04

    Will the AI delete my files?

    No. The tools only allow for uploading and reading data. There is no capability to delete or modify files.

  • 05

    What happens if the document is password protected?

    The AI cannot bypass security. If the document is locked, the extraction will fail.

  • More questions about Parseur? See everything the Parseur Connector can do

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