# Kruskal-Wallis Test Calculator API

> For the complete documentation index, see [llms.txt](/llms.txt).

Run the Kruskal-Wallis H test for several independent groups, with tie correction and rank summaries.

Use this endpoint to add the tool to your app, site, workflow, or agent without rebuilding formulas, validation, examples, and docs.

- Slug: `kruskal-wallis-test-calculator`
- Category: `math`
- Version: `2026-04-22`
- Credits per successful call: 1
- Starts on: free
- Max payload: 262144 bytes
- Privacy mode: `hash_only`
- Available on: free, starter, pro, business, scale
- Browser tool: https://miniwebtool.com/kruskal-wallis-test-calculator/

## Endpoint

`POST https://api.miniwebtool.com/v1/tools/kruskal-wallis-test-calculator/run`

## Request body

| Field | Type | Required | Description |
| --- | --- | --- | --- |
| `groups` | `str` | no | one group per line (or separated by ;) |
| `alpha` | `float` | no | significance level |

## Example request

```json
{
  "groups": "12, 14, 18, 21\n25, 27, 30, 33\n41, 44, 47, 50",
  "alpha": 0.05
}
```

## cURL

```bash
curl -X POST https://api.miniwebtool.com/v1/tools/kruskal-wallis-test-calculator/run \
  -H 'Authorization: Bearer mwt_live_YOUR_KEY' \
  -H 'Content-Type: application/json' \
  -d '{"groups":"12, 14, 18, 21\n25, 27, 30, 33\n41, 44, 47, 50","alpha":0.05}'
```

## Response envelope

```json
{
  "request_id": "01K...",
  "tool": "kruskal-wallis-test-calculator",
  "tool_version": "2026-04-22",
  "credits_used": 1,
  "result": {}
}
```

## Errors

Errors are RFC 7807 `application/problem+json`. Branch on `code`, not `title`.

## MCP

Agents can discover and call this tool through `https://api.miniwebtool.com/mcp` or `https://api.miniwebtool.com/v1/mcp` using MCP `tools/list` and `tools/call`.

## Frequently asked

### What does the Kruskal-Wallis Test Calculator API do?

Run the Kruskal-Wallis H test for several independent groups, with tie correction and rank summaries. Use it to add this utility without rebuilding formulas, validation, examples, and documentation.

### How much does one call cost?

1 credit per successful call. Failed calls do not bill.

### What parameters are required?

Required fields: (none). Full schema at `https://api.miniwebtool.com/v1/openapi.json`.

### Is this deterministic?

Yes. Same input, same output. Tool version: 2026-04-22.