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CSV Cleaner – Fix Delimiters, Encodings & Formatting Issues
x402
CSV Cleaner – Fix Delimiters, Encodings & Formatting Issues is a paid API for AI agents from api.strale.io, paid per call via x402, $0.0216/call, status unknown (last checked 2026-09-14).
Cleans messy CSV strings by fixing inconsistent delimiters, mixed encodings, BOM markers, trailing commas, and malformed quoted fields, returning a clean CSV plus an issues report.
Price / call$0.0216
Success—
StatusUnknown
How this service works
Clean messy CSV: fix inconsistent delimiters, mixed encodings, BOM, trailing commas, quoted fields. Returns clean CSV with issues report.
Output
Returns a cleaned CSV string with all formatting issues resolved, along with a structured issues report detailing what problems were found and fixed (e.g. BOM removed, delimiters normalized, encoding corrected, trailing commas stripped).
Example use cases
Example prompt
“Can you clean up this CSV for me — it has inconsistent delimiters, some BOM characters, and a few malformed quoted fields? Here's the raw string: 'name,age,,city\r\nAlice,"30,New York\nBob;25;"Los Angeles"'”
Technical details
Endpoint
GEThttps://api.strale.io/x402/csv-cleanWhen to prefer
Choose this endpoint when you have raw, dirty CSV data that needs normalization before ingestion, parsing, or storage — especially when dealing with files exported from multiple sources with inconsistent formatting, encoding issues, or BOM markers that break standard CSV parsers.
Side effects
- Empty or missing 'csv' query parameter returns an error
- Extremely large CSV strings may hit request size limits
- Ambiguous delimiter cases may be resolved incorrectly if multiple delimiter types are equally distributed
- Non-CSV binary data passed as input may produce unexpected output
- Payment failure (402) if USDC balance is insufficient
Input
{
"csv": "name,age,city\r\nAlice,30,New York\r\nBob,25,Los Angeles\r\nCharlie,35,Chicago"
}Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object |
Output
{
"csv": "name,age,city\nAlice,30,New York\nBob,25,Los Angeles\nCharlie,35,Chicago",
"_meta": {
"payment": {
"method": "x402",
"price_usd": 0.0216,
"settlement_id": "0x90c13478c6e24a0d0999b2ef752da1c4bb46604f684d609f9b5a90175dda84f7"
},
"capability": "csv-clean",
"latency_ms": 0,
"provenance": {
"source": "algorithmic",
"fetched_at": "2026-06-13T04:25:59.380Z"
}
},
"row_count": 4,
"column_count": 3,
"issues_fixed": [],
"detected_delimiter": ","
}Tags
x402
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