{"uid":"cap_RPQr14MjHT2mRehnd2i0a","slug":"edtech-malware-optimizer-audio-prediction-c99e5a18","name":"EdTech Malware Optimizer Audio Prediction","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/edtech-malware-optimizer-mcp-777/api/execute?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","required":["audio"],"properties":{"audio":{"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":"$0.365853/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.365853","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.365853","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_hjLlJ1KgELySv2pVfctSm","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.365853","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Accepts an audio input and returns a boolean prediction, ostensibly as part of an edtech or malware optimization pipeline on the M2MCent MCP network.","exampleAgentPrompt":"Can you run this audio sample through the malware detection classifier and tell me whether it flags as malicious or not?","exampleUseCases":[{"title":"Audio malware detection check","prompt":"I have an audio file I want to check — can you send it through the classifier and tell me if it comes back as malicious or safe?"},{"title":"EdTech content safety screening","prompt":"Before publishing this audio lesson, can you run it through the edtech optimizer and tell me if it gets flagged as problematic?"},{"title":"Binary audio anomaly flagging","prompt":"Can you analyze this audio recording and return whether the prediction model flags it as an anomaly — just give me a true or false?"}],"resultDescription":"Returns a JSON object with a single boolean field 'prediction' indicating the model's binary classification outcome for the provided audio input.","failureModes":["Missing 'audio' field in request body returns validation error","Invalid or malformed audio string may return unexpected prediction or error","Service downtime or payment failure via x402 protocol may result in 402 or 5xx errors","Low crawl quality score suggests schema or endpoint may be unreliable or auto-generated"],"whenToPreferThis":"Use this endpoint when you need a quick binary (true/false) prediction on an audio input within the M2MCent MCP ecosystem, particularly when operating within x402 gasless USDC payment flows on Base L2.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-10T12:42:15.964Z","isFirstParty":false,"canonicalSlug":"edtech-malware-optimizer-audio-prediction-c99e5a18"}