{"uid":"cap_B8w8ZTQJbPc0C1QA0hBIg","slug":"netintel-money-parse-35f84438","name":"NetIntel Money Parse","description":"Normalize any messy money string into a typed decimal amount plus ISO 4217 currency — handles symbols, locale separators ($1,234.56 vs €1.234,56), magnitude suffixes (1.2M), accounting notation, and natural-language amounts — so agents can clean money values before converting or storing them, with no external data and a deterministic fast path.","url":"https://netintel.dev/money/parse","method":"POST","headers":{},"bodySchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","type":"object","properties":{"input":{"type":"object","properties":{"type":{"type":"string","const":"http"},"method":{"type":"string","enum":["POST"]},"bodyType":{"type":"string","enum":["json","form-data","text"]},"body":{"type":"object","properties":{"text":{"type":"string","description":"The money string to parse (e.g. \"$1,234.56\", \"€1.234,56\", \"USD 1.2M\"). Max 1000 characters."},"locale_hint":{"type":"string","description":"Optional BCP-47/ISO locale (e.g. \"de-DE\", \"en-US\") to disambiguate decimal vs grouping separators."},"default_currency":{"type":"string","description":"Optional ISO 4217 code to assume when no currency marker is present. Honored for ~50 common codes; unrecognized codes are ignored (currency stays null — never guessed)."},"allow_llm":{"type":"boolean","description":"Default true. When false, skip the natural-language LLM fallback (deterministic-only)."}},"required":["text"]}},"required":["type","method","bodyType","body"],"additionalProperties":false},"output":{"type":"object","properties":{"type":{"type":"string"},"example":{"type":"object","properties":{"data":{"type":"object"},"meta":{"type":"object"},"score":{"type":"number"},"grade":{"type":"string"},"findings":{"type":"array"}}}},"required":["type"]}},"required":["input"]},"responseSchema":{"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"}]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_0GNU2Rp5t75FF_Q8kvCBP","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Parses a raw money/currency string into a structured numeric amount, currency code, and metadata including confidence score and parsing method.","exampleAgentPrompt":"Can you parse the string '$1,234.56' and tell me the exact numeric amount, the ISO currency code, and how confident you are in the result?","exampleUseCases":null,"resultDescription":"Returns a structured JSON object with the raw input, parsed numeric amount, resolved currency code, a letter grade (e.g. 'A') and numeric score (0-100) for parse quality, the method used (deterministic or LLM), confidence score, sign convention, separator assumption (US vs EU), and an array of findings/warnings such as currency ambiguity notices.","failureModes":["Completely unparseable string returns parsed:false with a reason field explaining why","Ambiguous currency symbol (e.g. '$' 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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T12:53:08.103Z","isFirstParty":false}