Data Analysis
Outlier Detector
Detect outliers in numerical data using various statistical methods including IQR, Z-score, and modified Z-score
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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/outlier-detector' \
-H 'Content-Type: application/json' \
-d '{"dataInput":"Enter numerical data separated by delimiter...\n12.5, 15.2, 13.8, 45.6, 18.9, 16.1, 14.7, 17.3, 22.1","delimiter":"comma","customDelimiter":"Enter custom delimiter","detectionMethod":"iqr","sensitivity":1.5,"includeStatistics":true,"outputFormat":"summary"}'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/outlier-detectorParameters
| Name | Type | Required | Description |
|---|---|---|---|
| dataInput | textarea | Yes | — |
| delimiter | select | Yes | — |
| customDelimiter | text | No | — |
| detectionMethod | select | Yes | — |
| sensitivity | number | No | — |
| includeStatistics |
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-outlier-detector": {
"name": "outlier-detector",
"description": "Detect outliers in numerical data using various statistical methods including IQR, Z-score, and modified Z-score",
"baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=outlier-detector",
"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": "outlier-detector",
"arguments": {
"dataInput": "Enter numerical data separated by delimiter...\n12.5, 15.2, 13.8, 45.6, 18.9, 16.1, 14.7, 17.3, 22.1",
"delimiter": "comma",
"customDelimiter": "Enter custom delimiter",
"detectionMethod": "iqr",
"sensitivity": 1.5,
"includeStatistics": true,
"outputFormat": "summary"
}
}
}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).
Questions or issues? Contact [email protected]