• DATA
  • MEDIA
  • FORMAT
  • HUMAN

How to generate realistic user profiles with your AI

Connect the RandomUser API to your AI client to pull instant, diverse datasets for testing. Once connected, your agent handles the data retrieval while you focus on the logic.

Ask AI about this page

Short answer

How can I get realistic user data for testing?

Your AI uses the RandomUser API to fetch complete personas with names, emails, and photos. You get structured, diverse data ready for your app or database. You'll see exactly how the AI handles the data in the breakdown below.

The results

What you get from the AI

The AI handles the heavy lifting of data fetching and formatting.

DATA

Complete user personas

The AI pulls full profiles including names, addresses, and contact info. You get everything needed for a realistic test environment.

MEDIA

Profile picture links

Each profile includes a URL to a unique avatar. This lets you test UI layouts with actual images instead of gray circles.

FORMAT

Structured datasets

Your agent converts the raw API response into clean JSON or CSV formats. You can immediately pipe this into your local files or databases.

HUMAN

Manual review

You decide which profiles are useful and which to discard. The AI provides the raw material, but you control the final dataset.

The workflow

What your AI does when you ask for users.

The AI acts as the bridge between your chat interface and the RandomUser API.

  1. Fetch raw data

    The AI calls the API to grab a specific number of unique user records.

    get_random_users

  2. Parse identities

    It extracts names, emails, and locations from the incoming data stream.

    get_random_users

  3. Format for use

    The agent organizes the data into a structure that fits your specific testing needs.

    get_random_users

  4. Deliver results

    The AI presents the final list of users directly in your chat window.

    get_random_users

Try it

Copy these to start.

Use these prompts to trigger the data retrieval immediately.

Starting points

Swap out the numbers or specific fields to get exactly what you need.

RandomUser Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_H6ohK8YWIfeCXkGsacCWGP3f2AXV8nnP9wOVrWzI/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 — RandomUser capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "randomuser-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_H6ohK8YWIfeCXkGsacCWGP3f2AXV8nnP9wOVrWzI/mcp"
    }
  }
}
Copy into chat04

  • Get me 10 random users with their names and email addresses.

  • Generate 5 user profiles including profile picture URLs for my UI test.

  • Pull 20 diverse user personas and format them as a JSON list.

  • Find 3 users with specific location data for a regional testing scenario.

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

Start here

Connect RandomUser API once, then ask.

Just click to connect. Your credentials stay encrypted, and you can start prompting your agent immediately.

Connect RandomUser API to your AI

FAQ

Common questions

  • 01

    Can the AI save these users directly to my SQL database?

    No. The AI can generate the data and format it for you, but you must handle the actual database insertion yourself.

  • 02

    Can I ask for specific genders or nationalities?

    Yes, you can specify these details in your prompt to narrow down the personas the AI fetches.

  • 03

    Does the AI create real people?

    No. The data is entirely synthetic and generated for testing purposes only.

  • 04

    Can the AI edit existing user data in my app?

    No. This MCP only has the ability to fetch new, random data from the API.

  • 05

    Will the AI remember these users in a new chat?

    No. Each session is fresh. If you need the same users again, you'll need to ask the AI to fetch them again.

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

Connect RandomUser to Claude, Cursor, ChatGPT & more