• DATA
  • FILE
  • SCHEMA
  • HUMAN

How to generate documents from JSON with your AI

Connect Docdown to your AI client once. From there, you can turn any structured data object into a finished document.

Ask AI about this page

Short answer

How can I turn JSON data into a PDF or Word doc using AI?

Your AI uses Docdown to pull the required fields from a template and injects your JSON data into them. You get a finished file ready for use. This process handles the mapping and file creation in one go.

The results

Where your data lands.

The AI handles the heavy lifting of data mapping and file generation.

DATA

Mapped fields

The AI identifies which JSON keys belong in which template slots. You get a clean mapping without manual entry.

FILE

Finished documents

The AI produces actual PDF or Word files. These are ready to download or send immediately.

SCHEMA

Template awareness

The AI knows exactly what each template needs. It checks the required fields before it tries to build the file.

HUMAN

Final review

The AI creates the file, but you decide if the content looks right. You keep control over the final output.

The workflow

What your AI does when the JSON arrives.

The AI moves from understanding the template to delivering the file.

  1. Inspect the template

    The AI looks at your chosen template to see what data points are required.

    get_template_field_schema

  2. Map the data

    The AI matches your JSON keys to the specific fields found in the template schema.

    get_template_field_schema

  3. Build the file

    The AI takes the matched data and generates the new document.

    generate_new_document

  4. Deliver the result

    The AI provides the finished PDF or Word file back to your chat interface.

    generate_new_document

Try it

Copy these to start.

Use these prompts to kick off the process.

Starting points

Swap the bracketed text for your actual JSON object or template name.

Docdown Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_6Qp72gpPwZSN37EW5Se6tGz1hkECrWvDuGkSlXTf/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 — Docdown capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "docdown-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_6Qp72gpPwZSN37EW5Se6tGz1hkECrWvDuGkSlXTf/mcp"
    }
  }
}
Copy into chat04

  • Generate a PDF from this JSON object: [paste JSON here]

  • Use the 'Invoice Template' to create a Word doc from this data: [paste JSON here]

  • What fields are required for the 'Employee Contract' template?

  • Create a new document using the 'Monthly Report' template and this data: [paste JSON here]

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

Start here

Connect Docdown once, then ask.

You only need to link the MCP once. Your login stays encrypted on our side, and you can find the full technical details on the Connector page.

Connect Docdown to your AI

FAQ

How this task behaves.

  • 01

    Can the AI edit an existing PDF?

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

  • 02

    Does the AI decide which template to use?

    The AI can suggest a template based on your data, but you should specify which template you want to use.

  • 03

    Can the AI change the layout of my template?

    No. The AI only fills the fields defined in your pre-existing template.

  • 04

    What happens if my JSON is missing a required field?

    The AI will tell you which field is missing based on the template schema before it attempts to generate the file.

  • 05

    Can the AI save these files directly to my hard drive?

    No. The AI generates the file and provides it to you in your AI client for you to save.

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

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