Data Analysis
Kurtosis Analyzer
Analyze data kurtosis to measure the "tailedness" of distribution and detect heavy-tailed or light-tailed patterns
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Quick start
Call this tool from your code in three languages.
cURL
curl -X POST 'https://api.elysiatools.com/en/api/tools/kurtosis-analyzer' \
-H 'Content-Type: application/json' \
-d '{"dataInput":"Enter your data values separated by commas or new lines...\n\nExamples:\n- Normal distribution: 50, 51, 49, 52, 48, 50, 51, 49, 50, 52\n- Heavy-tailed: 45, 52, 48, 60, 35, 50, 51, 49, 50, 80\n- Light-tailed: 49, 51, 50, 49, 51, 50, 49, 51, 50, 49","dataFormat":"single","confidenceLevel":"0.95","detailedAnalysis":true,"riskAssessment":true}'API reference
Send a POST request with your inputs as JSON. File parameters require a separate upload first.
Endpoint
HTTP
POST https://api.elysiatools.com/en/api/tools/kurtosis-analyzerParameters
| Name | Type | Required | Description |
|---|---|---|---|
| dataInput | textarea | Yes | — |
| dataFormat | select | Yes | — |
| confidenceLevel | select | Yes | — |
| detailedAnalysis | checkbox | No | Include detailed comparative analysis and confidence intervals |
| riskAssessment | checkbox | No | Assess volatility and outlier risk based on kurtosis |
MCP integration
Add this tool to your Model Context Protocol server so AI agents can list and call it.
Server configuration
Add this block to your MCP client configuration:
mcp.json
{
"mcpServers": {
"elysiatools-kurtosis-analyzer": {
"name": "kurtosis-analyzer",
"description": "Analyze data kurtosis to measure the \"tailedness\" of distribution and detect heavy-tailed or light-tailed patterns",
"baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=kurtosis-analyzer",
"command": "",
"args": [],
"env": {},
"isActive": true,
"type": "sse"
}
}
}List available tools
After connecting to the SSE endpoint, list the exposed tools:
tools/list
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list"
}Call this tool
Invoke the tool by its id, passing arguments built from its parameters:
tools/call
{
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {
"name": "kurtosis-analyzer",
"arguments": {
"dataInput": "Enter your data values separated by commas or new lines...\n\nExamples:\n- Normal distribution: 50, 51, 49, 52, 48, 50, 51, 49, 50, 52\n- Heavy-tailed: 45, 52, 48, 60, 35, 50, 51, 49, 50, 80\n- Light-tailed: 49, 51, 50, 49, 51, 50, 49, 51, 50, 49",
"dataFormat": "single",
"confidenceLevel": "0.95",
"detailedAnalysis": true,
"riskAssessment": true
}
}
}Chain multiple tools in one session with a comma-separated toolId list, e.g. /mcp/sse?toolId=png-to-webp,jpg-to-webp,gif-to-webp (max 20).