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Data Processing

Data Range Limiter

Limit numerical values to specified ranges by clipping, filtering, or marking out-of-bounds values. Perfect for data quality control, sensor data cleaning, business rule enforcement, and data preprocessing. Features: - Range clipping (clip values to min/max boundaries) - Range filtering (remove out-of-bounds rows) - Range marking (flag modified values) - Per-column range configuration - Automatic numeric column detection - Multiple handling strategies - Detailed modification reports - Statistical analysis of changes - Business rule enforcement Common Use Cases: - Sensor data validation and cleaning - Machine learning input preparation - Data quality control and validation - Business constraint enforcement - Outlier management and control - Data preprocessing pipelines

text· Text resultOpen tool

Quick start

Call this tool from your code in three languages.

cURL
curl -X POST 'https://api.elysiatools.com/en/api/tools/data-range-limiter' \
  -H 'Content-Type: application/json' \
  -d '{"inputData":"name,age,salary,temperature,score\nAlice,25,50000,36.5,85.2\nBob,32,75000,38.1,92.7\nCharlie,28,60000,37.2,78.9","rangeConfiguration":"","targetColumns":"age, salary, temperature\n\nLeave empty to auto-detect numeric columns","handlingStrategy":"clip","autoDetectRanges":false,"preserveOriginal":false,"markModified":true,"includeStatistics":false}'

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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/data-range-limiter

Parameters

NameTypeRequiredDescription
inputDatatextareaYesCSV data with headers and numeric values to be processed
rangeConfigurationtextareaYesJSON object specifying min/max ranges for each column. Example: {"age": {"min": 18, "max": 65}}
targetColumnstextareaNoSpecify which columns to apply range limits to. Leave empty to auto-detect numeric columns.
handlingStrategyselectNo—
autoDetectRangescheckboxNoAutomatically suggest reasonable ranges based on data distribution
preserveOriginalcheckboxNoKeep original values with "_original" suffix
markModifiedcheckboxNoAdd flags to indicate which values were modified
includeStatisticscheckboxNoGenerate detailed statistics about modifications

Response format

Text result

JSON
{
  "result": "Processed text content",
  "error": "Error message (optional)",
  "message": "Notification message (optional)",
  "metadata": {
    "key": "value"
  }
}

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-data-range-limiter": {
      "name": "data-range-limiter",
      "description": "Limit numerical values to specified ranges by clipping, filtering, or marking out-of-bounds values. Perfect for data quality control, sensor data cleaning, business rule enforcement, and data preprocessing.\n\nFeatures:\n- Range clipping (clip values to min/max boundaries)\n- Range filtering (remove out-of-bounds rows)\n- Range marking (flag modified values)\n- Per-column range configuration\n- Automatic numeric column detection\n- Multiple handling strategies\n- Detailed modification reports\n- Statistical analysis of changes\n- Business rule enforcement\n\nCommon Use Cases:\n- Sensor data validation and cleaning\n- Machine learning input preparation\n- Data quality control and validation\n- Business constraint enforcement\n- Outlier management and control\n- Data preprocessing pipelines",
      "baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=data-range-limiter",
      "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": "data-range-limiter",
    "arguments": {
  "inputData": "name,age,salary,temperature,score\nAlice,25,50000,36.5,85.2\nBob,32,75000,38.1,92.7\nCharlie,28,60000,37.2,78.9",
  "rangeConfiguration": "",
  "targetColumns": "age, salary, temperature\n\nLeave empty to auto-detect numeric columns",
  "handlingStrategy": "clip",
  "autoDetectRanges": false,
  "preserveOriginal": false,
  "markModified": true,
  "includeStatistics": false
}
  }
}
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).

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