Data Processing

AI Data Normalizer

AI-powered data format normalization tool that intelligently cleans and standardizes messy data using advanced AI analysis

stream· Stream resultOpen tool

Quick start

Call this tool from your code in three languages.

cURL

curl -X POST 'https://api.elysiatools.com/en/api/tools/ai-data-normalizer' \
  -H 'Content-Type: application/json' \
  -d '{"inputData":"Paste your messy data... (CSV, JSON, Excel data, etc.)\nAI will intelligently analyze and fix all data issues","inputFormat":"auto","outputFormat":"csv","normalizationType":"standard","processingLevel":"moderate"}'

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/ai-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
normalizationType	select	Yes	Select the data normalization processing method
processingLevel	select

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-ai-data-normalizer": {
      "name": "ai-data-normalizer",
      "description": "AI-powered data format normalization tool that intelligently cleans and standardizes messy data using advanced AI analysis",
      "baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=ai-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": "ai-data-normalizer",
    "arguments": {
  "inputData": "Paste your messy data... (CSV, JSON, Excel data, etc.)\nAI will intelligently analyze and fix all data issues",
  "inputFormat": "auto",
  "outputFormat": "csv",
  "normalizationType": "standard",
  "processingLevel": "moderate"
}
  }
}

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]

Browse tools Open tool