Math & Numbers
Calculate residuals, absolute errors, SSE, MSE, and RMSE from actual and predicted values or a linear equation
Call this tool from your code in three languages.
curl -X POST 'https://api.elysiatools.com/en/api/tools/residual-calculator' \
-H 'Content-Type: application/json' \
-d '{"actualValues":"2, 4, 5, 4, 5","predictedValues":"2.8, 3.4, 4, 4.6, 5.2","xValues":"","slope":0,"intercept":0,"decimalPlaces":4}'Send a POST request with your inputs as JSON. File parameters require a separate upload first.
POST https://api.elysiatools.com/en/api/tools/residual-calculator| Name | Type | Required | Description |
|---|---|---|---|
| actualValues | textarea | No | — |
| predictedValues | textarea | No | — |
| xValues | textarea | No | — |
| slope | number | No | — |
| intercept | number | No | — |
| decimalPlaces |
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-residual-calculator": {
"name": "residual-calculator",
"description": "Calculate residuals, absolute errors, SSE, MSE, and RMSE from actual and predicted values or a linear equation",
"baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=residual-calculator",
"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": "residual-calculator",
"arguments": {
"actualValues": "2, 4, 5, 4, 5",
"predictedValues": "2.8, 3.4, 4, 4.6, 5.2",
"xValues": "",
"slope": 0,
"intercept": 0,
"decimalPlaces": 4
}
}
}Questions or issues? Contact [email protected]
| number |
| No |
| — |
JSON result
{
"key": {...},
"metadata": {
"key": "value"
},
"error": "Error message (optional)",
"message": "Notification message (optional)"
}