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NetIntel Money Parse
x402
NetIntel Money Parse is a paid API for AI agents from netintel.dev, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-13).
Parses a raw money/currency string into a structured numeric amount, currency code, and metadata including confidence score and parsing method.
Price / call$0.01
Success—
StatusUnknown
How this service works
Normalize any messy money string into a typed decimal amount plus ISO 4217 currency — handles symbols, locale separators ($1,234.56 vs €1.234,56), magnitude suffixes (1.2M), accounting notation, and natural-language amounts — so agents can clean money values before converting or storing them, with no external data and a deterministic fast path.
Output
Returns a structured JSON object with the raw input, parsed numeric amount, resolved currency code, a letter grade (e.g. 'A') and numeric score (0-100) for parse quality, the method used (deterministic or LLM), confidence score, sign convention, separator assumption (US vs EU), and an array of findings/warnings such as currency ambiguity notices.
Example use cases
Example prompt
“Can you parse the string '$1,234.56' and tell me the exact numeric amount, the ISO currency code, and how confident you are in the result?”
Technical details
Endpoint
POSThttps://netintel.dev/money/parseWhen to prefer
Use this endpoint when you need to reliably parse a raw, human-formatted money string (with symbols, commas, periods, or ambiguous currency) into a structured machine-readable amount and currency code — especially when you need a quality grade, confidence score, and explicit warnings about ambiguity. Prefer this over regex or generic NLP when parsing international or locale-ambiguous number formats.
Side effects
- Completely unparseable string returns parsed:false with a reason field explaining why
- Ambiguous currency symbol (e.g. '$' maps to USD, CAD, AUD) flagged in findings with currency_ambiguous rule but still attempts best-effort resolution
- Malformed or missing request body returns HTTP 4xx error
- Insufficient USDC balance or missing x402 payment header causes payment failure before processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"data": {
"raw": "$1,234.56",
"amount": 1234.56,
"parsed": true,
"reason": null,
"currency": "USD"
},
"meta": {
"method": "deterministic",
"used_llm": false,
"confidence": 0.5,
"sign_convention": "none",
"magnitude_applied": null,
"separator_assumed": "us",
"currency_ambiguous": true
},
"grade": "A",
"score": 90,
"findings": [
{
"rule": "currency_ambiguous",
"detail": "Currency symbol/word maps to multiple ISO 4217 codes; resolution is best-effort"
}
]
}
}Tags
x402
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