How to Generate Documents from Cursor IDE with MCP

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If you're building an app that needs to generate documents — invoices, reports, contracts — you probably have a dedicated document service or a messy Puppeteer setup. What if you could design templates, test generation, and integrate the API all from within Cursor?

With Rynko's MCP server, Cursor can create document templates, generate PDFs and Excel files, and help you write the integration code — all in a single workflow.

Why This Matters for Developers

When you're building a feature that generates PDFs, the workflow usually looks like:

1. Open the document service dashboard in a browser tab

2. Design a template there

3. Switch back to your editor

4. Write the API integration code

5. Test, realize the template needs changes

6. Switch back to the browser, tweak the template

7. Repeat

With MCP, Cursor becomes your document generation command center. Template creation, testing, and code generation happen in the same place you're writing your application code.

Setup (2 Minutes)

Prerequisites

• Cursor installed

• A free Rynko account

• A Personal Access Token (create one at Settings > Personal Access Tokens in the dashboard)

Configure MCP

The easiest way is through Cursor's settings UI:

1. Open Cursor Settings (Cmd+, / Ctrl+,)

2. Go to Features > MCP

3. Click Add New MCP Server

4. Enter a name (e.g., "rynko") and select command as the type

5. Enter the command: npx -y @rynko/mcp-server

6. Add the environment variable: RYNKO_USER_TOKEN = pat_your_token_here

7. Click Save

Alternatively, you can add it directly to .cursor/mcp.json in your project root (or ~/.cursor/mcp.json for global access):

{
  "mcpServers": {
    "rynko": {
      "command": "npx",
      "args": ["-y", "@rynko/mcp-server"],
      "env": {
        "RYNKO_USER_TOKEN": "pat_your_token_here"
      }
    }
  }
}

Restart Cursor. The Rynko tools will appear in Cursor's MCP tool list.

Verify It Works

Open Cursor's AI chat (Cmd+L / Ctrl+L) and type:

List my Rynko workspaces and templates

If you see your workspace and any existing templates, you're ready.

Workflow 1: Build a Document Feature from Scratch

Let's say you're building a SaaS app and need to add invoice generation. Here's the full workflow in Cursor:

Step 1: Create the Template

Create a Rynko PDF template called "customer-invoice" with:
- Company logo and name in the header
- Invoice number, date, and due date
- Customer name, email, and address
- Line items table: description, quantity, unit price, amount
- Subtotal, discount (optional), tax, total
- Payment instructions footer
- Professional styling with a blue accent color

Cursor creates the template via MCP. It's saved as a draft in your Rynko workspace.

Pro Tip: Have a company logo? Drop the image file into your project directory and tell Cursor: "Upload src/assets/logo.png as my company logo." Cursor will save it to your Rynko asset library and link it in the template.

Step 2: Test with Sample Data

Preview the customer-invoice template with:
- Invoice #INV-2026-100
- Customer: Acme Corp, john@acme.com
- Items: 3x "Monthly Subscription" at $99, 1x "Setup Fee" at $250
- 10% discount, 8% tax

Cursor generates a preview (free and watermarked) and gives you the download link. Check the PDF — if it needs tweaks, just describe what to change.

Step 3: Generate the Integration Code

Now here's where it gets powerful. Ask Cursor to write the code:

Write a TypeScript service that generates invoices using the
customer-invoice template via the Rynko SDK. Include:
- A generateInvoice function that accepts order data
- Webhook handler for document.generated events
- Error handling and retry logic
- Types for the invoice variables

Cursor writes the code knowing exactly what variables the template expects, because it just created the template. No guessing, no mismatched field names.

// Generated by Cursor with knowledge of the actual template schema
import { Rynko } from '@rynko/sdk';

interface InvoiceItem {
  description: string;
  quantity: number;
  unitPrice: number;
  amount: number;
}

interface InvoiceData {
  invoiceNumber: string;
  date: string;
  dueDate: string;
  customerName: string;
  customerEmail: string;
  customerAddress: string;
  items: InvoiceItem[];
  subtotal: number;
  discount?: number;
  tax: number;
  total: number;
}

const rynko = new Rynko({ apiKey: process.env.RYNKO_API_KEY! });

export async function generateInvoice(data: InvoiceData): Promise<string> {
  const job = await rynko.documents.generatePdf({
    templateId: 'customer-invoice',
    variables: data,
  });

  const completed = await rynko.documents.waitForCompletion(job.jobId);

  if (completed.status !== 'completed') {
    throw new Error(`Invoice generation failed: ${completed.errorMessage}`);
  }

  return completed.downloadUrl;
}

Step 4: Iterate

Need to change the template? Just ask in the same conversation:

Update the customer-invoice template to add a QR code
in the bottom right with the payment URL

Cursor updates the template and you can immediately test it again — without leaving the editor.

Workflow 2: Recreate Any Document from a Sample

Have an existing PDF, screenshot, or mockup? Cursor can recreate it as a Rynko template.

Drop the sample file into your project directory and ask:

Look at docs/sample-invoice.pdf. Create a Rynko template that
matches this layout. Identify all the dynamic fields and create
variables for them.

Cursor reads the file, analyzes the layout — header position, table structure, column widths, alignment, colors — and creates a matching template via MCP. It figures out which parts are static (labels, logos) and which are dynamic (names, amounts, dates).

Works great for:

• Migrating from Word/mail merge templates

• Recreating documents you only have as PDFs (no source file)

• Converting a designer's mockup into a working template

• Matching a client's existing document format

Workflow 3: Migrate HTML Templates to Rynko

Already have HTML templates or Puppeteer-based generation? Cursor can migrate both the template and the code:

I have this HTML invoice template in src/templates/invoice.html.
Create an equivalent Rynko template that matches the layout,
then write the migration code to replace the Puppeteer generation
with Rynko SDK calls.

Cursor reads your existing HTML, creates a matching Rynko template, and rewrites your generation code. You go from a 3-8 second Puppeteer pipeline to sub-500ms native rendering.

Workflow 4: Data-Driven Reports

Combine Cursor's code understanding with document generation:

Look at the analytics data shape in src/services/analytics.ts.
Create a Rynko report template that visualizes this data with:
- A summary section with key metrics
- A bar chart of monthly revenue
- A table of top customers
- Page break, then a detailed transaction log

Then write a scheduled job that generates this report weekly.

Cursor understands your data types, creates a matching template, and writes the automation code — all in one conversation.

Tips for Cursor + Rynko

1. Share config across the team — If using the .cursor/mcp.json file approach, commit it to your repo so every team member gets the same MCP setup (just use different tokens)

2. Let Cursor inspect templates — Before writing integration code, ask Cursor to get the template details. It'll write more accurate code when it knows the exact schema

3. Preview before publishing — Templates created via MCP are drafts. Preview them with sample data, iterate, then publish from the dashboard when ready

4. Keep templates in sync — If you update a template in the visual designer, ask Cursor to re-inspect it so it knows about the changes

5. Combine with your codebase — Cursor can read your existing types and models, then create templates that match your data shape perfectly

Available MCP Tools

Here's what Cursor can do via the Rynko MCP server:

Get Started

1. Sign up free — 5,000 credits included

2. Add the config to .cursor/mcp.json

3. Start a chat: "Create a Rynko template for..."

The best part: Cursor already understands your codebase. Combined with Rynko's MCP tools, it can build end-to-end document generation features that perfectly match your data models.

Get Started Free | MCP Documentation | SDK Reference

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_{Disclosure: I ideate and draft content, then refine it with the aid of artificial intelligence tools like Claude and revise it to reflect my intended message.}