• CONTROLLERS
  • SERVICES
  • MODELS
  • HUMAN

How to scaffold service boilerplate with your AI

Connect Apidog to your AI client to turn API definitions into working code. Your agent handles the structural heavy lifting.

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Short answer

How can I use my AI to scaffold service boilerplate?

Give your AI a full OpenAPI 3.0 specification through Apidog. Your agent uses that data to write the controllers and service-layer code for you. You'll get a functional code skeleton to build upon.

The results

What your agent produces

The code your AI generates after reading the spec.

CONTROLLERS

Ready-to-use controllers

The AI generates the routing and request handling logic. You get the entry points for your API endpoints.

SERVICES

Service-layer code

Your agent builds the business logic structure. It maps the API paths to the necessary service functions.

MODELS

Data models and types

The AI creates the data structures defined in your spec. This ensures your code matches your API schema.

HUMAN

Manual implementation

The AI provides the skeleton, but you still need to write the actual database queries and complex logic. You handle the final implementation.

The workflow

What your AI does when the spec arrives.

The AI uses the exported specification to understand your API's shape and requirements.

  1. Fetch the spec

    The AI pulls the full OpenAPI 3.0 definition from your Apidog project.

    export_openapi

  2. Analyze endpoints

    Your agent reads the paths and methods to identify every required controller.

    export_openapi

  3. Map data models

    The AI parses the request and response schemas to build the necessary service-layer types.

    export_openapi

  4. Generate code

    The agent writes the boilerplate code blocks for the controllers and services.

    export_openapi

Try it

Copy these to start.

Use these prompts to kick off the scaffolding process.

Starting points

These are opening lines. Replace the bracketed text with your specific service or endpoint names.

Apidog Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_1gfzKqa8BKdlksvlirUta1L3JF2RLj6gA89JA1li/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 — Apidog capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "apidog-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_1gfzKqa8BKdlksvlirUta1L3JF2RLj6gA89JA1li/mcp"
    }
  }
}
Copy into chat04

  • Use the Apidog spec to scaffold the controllers for my user management service.

  • Generate the service-layer code for the payment endpoints in this OpenAPI definition.

  • Based on the exported spec, write the boilerplate for my product catalog API.

  • Create the controller logic for the authentication endpoints found in the Apidog project.

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

Start here

Connect Apidog once, then ask.

Link your Apidog account to Vinkius in one click. Once connected, your AI client can immediately access your API specifications.

Connect Apidog to your AI

FAQ

How this task behaves

  • 01

    Does the AI write my actual business logic?

    No. The AI scaffolds the structure and the service-layer skeleton. You must write the specific business rules and database interactions yourself.

  • 02

    Can the AI change my OpenAPI spec?

    No. The AI only reads the specification via the export tool to generate code. It cannot modify your original Apidog documentation.

  • 03

    What version of OpenAPI is supported?

    The tool specifically uses OpenAPI 3.0 specifications to ensure accurate code generation.

  • 04

    Do I need to manually export the spec every time?

    No. Once the Apidog Connector is connected, your AI can access the spec directly through the tool.

  • 05

    Will the generated code work immediately?

    The code provides the necessary structure, but you will need to add your specific dependencies and implementation details to make it functional.

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

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