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"],"includeStatistics":false}'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-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 |
| normalizationOptions | checkbox | No | Select which normalization operations to perform |
| includeStatistics | checkbox |
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"
],
"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).
Questions or issues? Contact [email protected]