{"uid":"cap_iEyRdn0AMA8HOf15-XX3y","slug":"data-analytics-fraud-detection-classifier-mcp-c52b5b21","name":"Data Analytics Fraud Detection Classifier MCP","description":"The premier global index of 1,069 monetized MCP nodes across 205 specialized subdomains. Gasless USDC runtime settlements via x402 V2 Spec on Base L2. Save 95% token context.","url":"https://api.m2mcent.com/data-analytics-fraud-detection-classifier-mcp-637/api/execute?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","required":["data"],"properties":{"data":{"type":"string"}}},"responseSchema":{"type":"object","required":["prediction"],"properties":{"prediction":{"type":"boolean"}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.15","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":"$0.342883/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.342883","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.342883","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_HAn4WKcddTqqwaj42v9db","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.342883","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Classifies input data as fraudulent or non-fraudulent using a binary prediction model","exampleAgentPrompt":"Can you run this transaction payload through the fraud detection classifier to tell me whether it's flagged as fraudulent: '{\"user_id\":\"u_8821\",\"amount\":4999.99,\"country\":\"NG\",\"device\":\"new\"}'?","exampleUseCases":[{"title":"E-commerce checkout fraud screening","prompt":"Before processing this order, run this checkout data through fraud detection: '{\"order_id\":\"ORD-5523\",\"amount\":899.00,\"ip\":\"185.220.101.5\",\"email\":\"buyer@tempmail.com\",\"card_country\":\"US\",\"ship_country\":\"RU\"}'  — is it fraudulent?"},{"title":"Flagging suspicious login events","prompt":"I have this login event from our auth logs — can you classify it as fraudulent or not: '{\"user\":\"alice@corp.com\",\"login_time\":\"03:14 UTC\",\"location\":\"Minsk\",\"device_fingerprint\":\"unknown\",\"failed_attempts\":7}'?"},{"title":"Real-time payment risk scoring","prompt":"Check this payment record for fraud before we settle it: '{\"tx_id\":\"TX-99201\",\"sender\":\"acct_029\",\"amount\":12500,\"currency\":\"USD\",\"recipient_age_days\":1}'"}],"resultDescription":"Returns a JSON object with a single boolean field 'prediction': true if the input data is classified as fraudulent, false if it is not.","failureModes":["Missing 'data' field in request body returns a validation error","Malformed or non-string data value may cause a 400 or 422 error","Payment failure via x402 protocol results in 402 Payment Required response","Service timeout or node unavailability returns 5xx error","Ambiguous or empty string input may result in unreliable prediction"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-latency binary fraud classification on arbitrary string-encoded data and are already operating within an x402 micropayment-enabled agent pipeline on Base L2. It is particularly suitable for high-frequency transaction screening where per-call USDC micropayments are acceptable and you want to avoid heavy LLM context usage.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-10T12:43:11.579Z","isFirstParty":false,"canonicalSlug":"data-analytics-fraud-detection-classifier-mcp-c52b5b21"}