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Random Number Generator

Generate random numbers with various distributions

Key Facts

Category
Generator
Input Types
select, number
Output Type
text
Sample Coverage
4
API Ready
Yes

Overview

Random Number Generator is an online generator tool for generate random numbers with various distributions. It is especially useful when working with numeric data content.

When to Use

  • •Use it when you need to generate numeric data content quickly in the browser.
  • •Helpful for generator workflows that need repeatable inputs and fast results.
  • •Useful when you want to test input and output behavior before integrating the workflow elsewhere.

How It Works

  • •Provide Distribution Type, Number of Values, Minimum Value, Maximum Value as input to the tool.
  • •The tool processes the request and returns a text result.
  • •For repeatable workflows, use the API endpoint shown on the page after validating the result interactively.

Use Cases

Generate numeric data data during debugging or QA.
Validate expected output before using the API or automation flows.
Compare small variations of input to understand output differences quickly.

Try with Samples

barcode
EU VAT Number Samples
Collection of EU VAT numbers from all member states for validation testing
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Number & Currency Samples
Text containing various number and currency formats for testing currency extraction
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sample
Passport Number Samples
Collection of valid passport number samples from various countries (China, USA, Japan, UK, Germany, etc.) for testing
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sample
Global Phone Number Samples
Collection of phone numbers from various countries for validation testing
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sample

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FAQ

What does Random Number Generator do?

Random Number Generator helps you generate numeric data content online without setting up a separate local script or app.

When should I use this tool?

Use it when you need a quick generate workflow, want to verify output, or need a browser-based utility for generator tasks.

Can I try this tool with sample data?

Yes. Try short representative inputs first, then move to larger or more complex cases once the output looks correct.

What inputs does Random Number Generator accept?

Random Number Generator accepts Distribution Type, Number of Values, Minimum Value, Maximum Value.

Is there an API for Random Number Generator?

Yes. The tool page includes an API endpoint so you can move from manual testing to scripted usage.

API Documentation

Request Endpoint

POST /en/api/tools/random-number-generator

Request Parameters

Parameter Name Type Required Description
distribution select Yes -
count number No -
min number No -
max number No -
mean number No -
stdDev number No -
lambda number No -
probability number No -

Response Format

{
  "result": "Processed text content",
  "error": "Error message (optional)",
  "message": "Notification message (optional)",
  "metadata": {
    "key": "value"
  }
}
Text: Text

AI MCP Documentation

Add this tool to your MCP server configuration: 

{
  "mcpServers": {
    "elysiatools-random-number-generator": {
      "name": "random-number-generator",
      "description": "Generate random numbers with various distributions",
      "baseUrl": "https://elysiatools.com/mcp/sse?toolId=random-number-generator",
      "command": "",
      "args": [],
      "env": {},
      "isActive": true,
      "type": "sse"
    }
  }
}

You can chain multiple tools, e.g.: `https://elysiatools.com/mcp/sse?toolId=png-to-webp,jpg-to-webp,gif-to-webp`, max 20 tools.

If you encounter any issues, please contact us at [email protected]