Data Boundary Processor
Advanced boundary value processing tool that identifies and handles minimum/maximum values in numerical data. Perfect for data validation, range checking, statistical analysis, and data preprocessing. Features: - Multiple boundary detection methods (absolute, percentile, standard deviation) - Flexible handling strategies (clip, remove, replace, transform) - Custom range validation - Asymmetric boundary handling - Batch processing capabilities - Comprehensive boundary statistics - Data quality assessment - Visual boundary reports Common Use Cases: - Data validation and quality control - Sensor data range checking - Financial data limit enforcement - Statistical data preprocessing - Machine learning feature engineering - Database constraint validation
API Documentation
Request Endpoint
Request Parameters
| Parameter Name | Type | Required | Description |
|---|---|---|---|
| inputData | textarea | Yes | - |
| targetColumns | textarea | No | - |
| minMethod | select | No | - |
| maxMethod | select | No | - |
| minValue | number | No | Fixed minimum value (used when minMethod is absolute) |
| maxValue | number | No | Fixed maximum value (used when maxMethod is absolute) |
| lowerPercentile | number | No | Lower percentile for boundary detection (0-50) |
| upperPercentile | number | No | Upper percentile for boundary detection (50-100) |
| lowerStdDev | number | No | Standard deviations below mean for lower bound |
| upperStdDev | number | No | Standard deviations above mean for upper bound |
| handlingStrategy | select | No | - |
| replacementMethod | select | No | - |
| asymmetricMode | checkbox | No | Apply different strategies for min/max boundaries |
| preserveOriginal | checkbox | No | - |
| markBoundaryValues | checkbox | No | Add columns to flag boundary violations |
| includeStatistics | checkbox | No | - |
| strictMode | checkbox | No | Treat boundary values as errors in strict mode |
Response Format
{
"result": "Processed text content",
"error": "Error message (optional)",
"message": "Notification message (optional)",
"metadata": {
"key": "value"
}
}
AI MCP Documentation
Add this tool to your MCP server configuration:
{
"mcpServers": {
"elysiatools-data-boundary-processor": {
"name": "data-boundary-processor",
"description": "Advanced boundary value processing tool that identifies and handles minimum/maximum values in numerical data. Perfect for data validation, range checking, statistical analysis, and data preprocessing.
Features:
- Multiple boundary detection methods (absolute, percentile, standard deviation)
- Flexible handling strategies (clip, remove, replace, transform)
- Custom range validation
- Asymmetric boundary handling
- Batch processing capabilities
- Comprehensive boundary statistics
- Data quality assessment
- Visual boundary reports
Common Use Cases:
- Data validation and quality control
- Sensor data range checking
- Financial data limit enforcement
- Statistical data preprocessing
- Machine learning feature engineering
- Database constraint validation",
"baseUrl": "https://elysiatools.com/mcp/sse?toolId=data-boundary-processor",
"command": "",
"args": [],
"env": {},
"isActive": true,
"type": "sse"
}
}
}
You can chain multiple tools, e.g.: `https://elysiatools.com/mcp/sse?toolId=png-to-webp,jpg-to-webp,gif-to-webp`, max 20 tools.
If you encounter any issues, please contact us at [email protected]