• DATA
  • TABLES
  • SEARCH
  • HUMAN

How to extract structured data with your AI

Connect Docparser to your AI client once. After that, your agent can pull specific data points from any document you've already parsed.

Ask AI about this page

Short answer

How can I pull specific fields from Docparser using AI?

Your AI uses the Docparser tools to find and grab specific data points or entire tables from documents you've already processed. You'll get clean, organized data ready for your spreadsheets or databases.

Where your data lands.

Data extraction outcomes.

The AI moves extracted information into the specific places you need it.

DATA

Structured field sets

The AI pulls specific values like invoice numbers or dates. You get clean text ready for your next step.

TABLES

Complete table rows

Your agent grabs entire rows of line items or product lists. This turns document tables into organized lists.

SEARCH

Filtered document sets

The AI finds specific documents based on your criteria. It narrows down your parsed library to exactly what you're looking for.

HUMAN

Manual review needed

If the AI finds a field it can't confidently map, it flags the document. You step in to check the work before it hits your database.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of finding and organizing your parsed information.

  1. Locate documents

    Your agent scans your Docparser library to find the specific files you want to work with.

    search_parsed_documents

  2. Pull specific fields

    The AI grabs the exact values you asked for from the document's parsed data.

    get_document_extraction_results

  3. Extract table data

    Your agent reads through the parsed table structures to pull out line items or multi-row data.

    get_document_extraction_results

  4. Verify results

    The AI checks the extracted data against your requirements to ensure it's accurate.

    search_parsed_documents

Try it

Copy these to start.

Use these prompts to begin interacting with your Docparser data.

Starting points

These are opening lines. Swap out the bracketed text for your actual document names or field types.

Docparser Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_miP3tpayMODTxLaEmawpsldPcHjNW5qK9YgNrZ8w/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 — Docparser capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "docparser-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_miP3tpayMODTxLaEmawpsldPcHjNW5qK9YgNrZ8w/mcp"
    }
  }
}
Copy into chat04

  • Find the last three invoices in Docparser and tell me the total amount for each.

  • Search my Docparser documents for any files from 'Acme Corp' and list their invoice numbers.

  • Get the line item details from the most recent shipping manifest in Docparser.

  • Look through my parsed documents and find the tax ID for every vendor listed.

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

Start here

Connect Docparser once, then ask.

You only need to link your account once. Your credentials stay encrypted, and you can immediately start asking your AI to pull data.

Connect Docparser to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change the data inside Docparser?

    No. The AI can only read and extract the data that has already been parsed.

  • 02

    Can the AI extract data from documents that haven't been parsed yet?

    No. The AI only has access to documents that have already gone through the Docparser parsing process.

  • 03

    Does the AI delete any of my documents?

    No. The AI has no capability to delete or modify your files in Docparser.

  • 04

    Can I ask for specific table rows?

    Yes. Your agent can pull specific rows or entire tables from the parsed results.

  • 05

    How does the AI find a specific document?

    It uses the search tool to look through your parsed document library based on the names or metadata you provide.

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

Connect Docparser to Claude, Cursor, ChatGPT & more