Categories

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

Fixed minimum value (used when minMethod is absolute)

Fixed maximum value (used when maxMethod is absolute)

Lower percentile for boundary detection (0-50)

Upper percentile for boundary detection (50-100)

Standard deviations below mean for lower bound

Standard deviations above mean for upper bound

Apply different strategies for min/max boundaries

Add columns to flag boundary violations

Treat boundary values as errors in strict mode

API Documentation

Request Endpoint

POST /en/api/tools/data-boundary-processor

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"
  }
}
Text: Text

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]