Data Processing

Data Normalizer

Pure code-based data format normalization tool that cleans and standardizes messy data using programmatic logic

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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/data-normalizer' \
  -H 'Content-Type: application/json' \
  -d '{"inputData":"Paste your messy data... (CSV, JSON, XML, Excel data, etc.)","inputFormat":"auto","outputFormat":"json","normalizationOptions":["removeEmptyRows","trimWhitespace","standardizeQuotes"]}'

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-normalizer

Parameters

Name	Type	Required	Description
inputData	textarea	Yes	Enter any data that needs normalization - CSV, JSON, XML, Excel spreadsheets, and other formats
inputFormat	select	Yes	Select the format of your input data
outputFormat	select	Yes	Select the format for your output data
normalizationOptions	checkbox	No	Select which normalization operations to perform

Response format

Text result

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-normalizer": {
      "name": "data-normalizer",
      "description": "Pure code-based data format normalization tool that cleans and standardizes messy data using programmatic logic",
      "baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=data-normalizer",
      "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-normalizer",
    "arguments": {
  "inputData": "Paste your messy data... (CSV, JSON, XML, Excel data, etc.)",
  "inputFormat": "auto",
  "outputFormat": "json",
  "normalizationOptions": [
    "removeEmptyRows",
    "trimWhitespace",
    "standardizeQuotes"
  ]
}
  }
}

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]

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