• MANUFACTURERS
  • MODELS
  • YEARS
  • HUMAN

How to research vehicle inventory and models with your AI

Connect CarAPI to your agent to turn a simple prompt into a structured list of makes, models, and years.

Ask AI about this page

Short answer

How can I use my AI to find specific vehicle models and years?

Your AI uses CarAPI to fetch manufacturer names, specific model lineups, and available production years. You'll get a clean, organized inventory list ready for analysis or database entry.

The results you get

Where your data lands

The AI pulls raw data from the API and organizes it into these specific outputs.

MANUFACTURERS

Complete make lists

The AI identifies every manufacturer available in the database. You get a clean list of brands to start your search.

MODELS

Specific model lineups

Once you pick a brand, the AI pulls every model associated with it. This builds the backbone of your inventory research.

YEARS

Production year ranges

The AI checks which years a model was produced. This helps you filter for exact vehicle generations.

HUMAN

Final data verification

The AI presents the final list for you to review. You decide which vehicles are actually worth adding to your project.

The workflow

What your AI does when the request arrives.

The AI acts as a bridge between your natural language questions and the CarAPI data structure.

  1. Identify brands

    The AI scans the database to find all available vehicle manufacturers.

    get_makes

  2. Filter models

    After selecting a brand, the AI pulls the full list of models for that specific make.

    get_models

  3. Check production years

    The AI looks up the specific years a model was manufactured to narrow your search.

    get_years

  4. Build the list

    The AI combines the makes, models, and years into a single, coherent inventory report.

    get_makesget_modelsget_years

Try it

Copy these to start.

Use these prompts to kick off your research.

Starting points

Swap out the brand names or model types to match what you are looking for.

CarAPI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wOVXgDNYDrVEer21UaQ9btF3nED12T4KvLt40L1R/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 — CarAPI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "carapi-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wOVXgDNYDrVEer21UaQ9btF3nED12T4KvLt40L1R/mcp"
    }
  }
}
Copy into chat04

  • List all the vehicle makes available through CarAPI.

  • What models are available for Toyota?

  • Show me all the production years for the Ford F-150.

  • Build a list of all Honda models and their available years.

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

Start here

Connect CarAPI once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted and secure on our side.

Connect CarAPI to your AI

FAQ

How the research works

  • 01

    Can the AI add these vehicles to my local database?

    No. The AI can only retrieve and list the data. You must manually move the information into your own database or spreadsheet.

  • 02

    Can I ask for specific trim levels or engine sizes?

    No. The current tools only provide access to makes, models, and production years.

  • 03

    Does the AI know the current market price of these cars?

    No. CarAPI provides vehicle identification data, not real-time pricing or valuation.

  • 04

    Can the AI delete vehicle records from the API?

    No. The tools are read-only. The AI can only fetch information, never modify or delete the source data.

  • 05

    Can I search for vehicles by color or mileage?

    No. The available tools are limited to manufacturer, model, and year data.

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

Connect CarAPI to Claude, Cursor, ChatGPT & more