Data Analysis
Comprehensive normality testing using multiple statistical methods
Call this tool from your code in three languages.
curl -X POST 'https://api.elysiatools.com/en/api/tools/normality-tester' \
-H 'Content-Type: application/json' \
-d '{"dataInput":"Enter numeric data separated by commas, spaces, or newlines\n\nExamples:\n25, 27, 29, 30, 31, 32, 33, 34, 35, 36\nOr:\n25 27 29 30 31 32 33 34 35 36\nOr:\n25\n27\n29\n30\n31\n32\n33\n34\n35\n36","significanceLevel":"0.05","includeVisualTests":true}'Send a POST request with your inputs as JSON. File parameters require a separate upload first.
POST https://api.elysiatools.com/en/api/tools/normality-tester| Name | Type | Required | Description |
|---|---|---|---|
| dataInput | textarea | Yes | — |
| significanceLevel | select | Yes | — |
| includeVisualTests | checkbox | No | — |
Text result
{
"result": "Processed text content",
"error": "Error message (optional)",
"message": "Notification message (optional)",
"metadata": {
"key": "value"
}
}Add this tool to your Model Context Protocol server so AI agents can list and call it.
Add this block to your MCP client configuration:
{
"mcpServers": {
"elysiatools-normality-tester": {
"name": "normality-tester",
"description": "Comprehensive normality testing using multiple statistical methods",
"baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=normality-tester",
"command": "",
"args": [],
"env": {},
"isActive": true,
"type": "sse"
}
}
}After connecting to the SSE endpoint, list the exposed tools:
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list"
}Invoke the tool by its id, passing arguments built from its parameters:
{
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {
"name": "normality-tester",
"arguments": {
"dataInput": "Enter numeric data separated by commas, spaces, or newlines\n\nExamples:\n25, 27, 29, 30, 31, 32, 33, 34, 35, 36\nOr:\n25 27 29 30 31 32 33 34 35 36\nOr:\n25\n27\n29\n30\n31\n32\n33\n34\n35\n36",
"significanceLevel": "0.05",
"includeVisualTests": true
}
}
}Questions or issues? Contact [email protected]