• READY
  • SYNCED
  • HUMAN
  • READY

How to generate data from existing schemas with your AI

Connect Mockaroo to your AI client once. After that, you can trigger dataset generation just by asking.

Ask AI about this page

Short answer

How can I use my AI to make data from Mockaroo schemas?

Your AI uses the Mockaroo MCP to find your saved schemas and trigger the creation of new rows. You get the resulting datasets directly in your chat. This breakdown shows you how it works.

The outcomes

What you get from this task

The AI handles the interaction with the Mockaroo API so you don't have to.

READY

Instant datasets

The AI triggers a generation run using your specific schema. You get the raw data ready for testing or development.

SYNCED

Schema visibility

Your agent pulls a list of all your existing Mockaroo schemas. This ensures the AI knows exactly which structures are available.

HUMAN

Manual schema edits

The AI cannot change the logic inside your Mockaroo schemas. You still need to log in to Mockaroo to change field types or rules.

READY

Bulk generation

You can request large amounts of data at once. The AI manages the request to Mockaroo so you don't have to click through menus.

The workflow

What your AI does when you ask for data.

The AI acts as the bridge between your chat window and your Mockaroo account.

  1. Find your schemas

    The agent looks through your Mockaroo account to find the specific schema you want to use.

    list_schemas

  2. Select a schema

    The AI identifies the correct schema name or ID from the list it just retrieved.

    list_schemas

  3. Trigger generation

    The agent tells Mockaroo to start creating new rows based on that specific schema definition.

    generate_from_schema

  4. Deliver data

    The AI receives the generated data and presents it to you in the chat.

    generate_from_schema

Try it

Copy these to start.

Use these prompts to kick off the process.

Starting points

These are opening lines. Swap out the schema names for the ones you actually have in Mockaroo.

Mockaroo Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_99yuNi8WidU6swzbcZIzeI3U1uyFmgok7L54Fnqk/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 — Mockaroo capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mockaroo-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_99yuNi8WidU6swzbcZIzeI3U1uyFmgok7L54Fnqk/mcp"
    }
  }
}
Copy into chat04

  • List all my Mockaroo schemas so I can see what's available.

  • Generate 50 rows of data using my 'User_Profile' schema.

  • Find my 'Product_Catalog' schema and create a large dataset from it.

  • Show me the schemas I have in Mockaroo.

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

Start here

Connect Mockaroo once, then ask.

You only need to link your account one time. Your credentials stay encrypted, and you can immediately start asking your agent to pull data.

Connect Mockaroo to your AI

FAQ

How this task behaves

  • 01

    Can the AI create a brand new schema from scratch?

    No. The AI can only generate data from schemas that already exist in your Mockaroo account.

  • 02

    Can I change the number of rows generated via chat?

    Yes. You can specify how many rows you need in your prompt when you ask the AI to generate data.

  • 03

    Can the AI delete my Mockaroo schemas?

    No. The AI does not have the capability to delete or remove any of your existing schemas.

  • 04

    Does the AI see my Mockaroo login password?

    No. Your credentials are encrypted and handled by Vinkius. Your AI client never sees them.

  • 05

    Can the AI edit the field types in my schema?

    No. The AI can only read the schemas and trigger generation. You must edit schema structures directly in Mockaroo.

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

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