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-normalizerParameters
| 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]