• FILE
  • LIST
  • DATA
  • HUMAN

How to generate documents from data with your AI

Connect DocsGenFlow to your agent to turn raw data into formatted files. Once connected, you just point your AI to a template and a data source.

Ask AI about this page

Short answer

How can I turn my JSON data into PDFs or Word docs using AI?

Your AI uses DocsGenFlow to pull your specific templates and inject your data into them. This creates ready-to-use PDF or DOCX files based on your exact formatting. You'll see the specific files and templates available in the breakdown below.

The outcomes.

Where your data lands.

Depending on what you ask, your AI produces one of these outcomes.

FILE

Finished documents

The AI uses your data and a template to create a final PDF or DOCX. You get the actual file ready for distribution.

LIST

Template inventory

Your AI looks through your available document layouts. It tells you exactly which templates are ready to use.

DATA

Template mapping

The AI matches your JSON fields to the placeholders in your files. It ensures the right data lands in the right spots.

HUMAN

Manual review

You decide if the generated file looks right. The AI handles the heavy lifting, but you keep the final say on the output.

The workflow

What your AI does when the data arrives.

The AI handles the mapping and the file creation so you don't have to manually fill out forms.

  1. Find templates

    The AI checks your account to see which document layouts you have already uploaded.

    list_templates

  2. Select a layout

    Your agent picks the specific template that matches the type of document you want to create.

    get_template

  3. Map the data

    The AI takes your structured JSON and aligns it with the template's required fields.

    get_template

  4. Build the file

    The final step merges the data into the template to produce the PDF or DOCX.

    generate_document

Try it

Copy these to start.

Use these prompts to trigger the document generation process.

Starting points

Swap out the bracketed text for your actual file names or data sources.

DocsGenFlow Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_5CVKhY0ZPynfqNwcEoHGlDOSDtRjqYtzyRn7v1LI/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 — DocsGenFlow capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "docsgenflow-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5CVKhY0ZPynfqNwcEoHGlDOSDtRjqYtzyRn7v1LI/mcp"
    }
  }
}
Copy into chat04

  • List all the templates available in DocsGenFlow.

  • Use the 'invoice_template' to generate a PDF from this JSON data: [insert JSON].

  • Find the 'client_report' template and create a DOCX using the data from my latest spreadsheet.

  • Show me the details for the 'contract_v2' template so I know what fields it needs.

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

Start here

Connect DocsGenFlow once, then ask.

Just click the link to connect. Your credentials stay encrypted and private, and you can immediately start giving your AI instructions.

Connect DocsGenFlow to your AI

FAQ

How DocsGenFlow behaves

  • 01

    Can the AI edit an existing PDF?

    No. The AI generates new files from templates; it does not modify existing PDF documents.

  • 02

    What file formats can I get?

    You can generate documents in either PDF or DOCX formats.

  • 03

    Does the AI decide which template to use?

    Yes, if you ask it to, the AI can look through your templates and pick the best match for your data.

  • 04

    Can the AI delete my templates?

    No. The tools only allow the AI to list, retrieve, and generate documents. It cannot delete or overwrite your templates.

  • 05

    Do I need to provide the JSON every time?

    The AI needs the data to perform the generation, but you can point it to a file or a specific data object in your chat.

  • More questions about DocsGenFlow? The Connector page answers them. See everything the DocsGenFlow Connector can do

Connect DocsGenFlow to Claude, Cursor, ChatGPT & more