{"uid":"cap_FZ-z8lmumoUHZq-1GMKZI","slug":"nlp-zk-proof-optimizer-mcp-image-binary-prediction-0b90a20c","name":"NLP ZK Proof Optimizer MCP — Image Binary 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/nlp-zk-proof-optimizer-mcp-832/api/execute?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","required":["image"],"properties":{"image":{"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":"$0.481059/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.481059","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.481059","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_21JFlCg4w2m9MDepCL1tg","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.481059","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Accepts an image input and returns a boolean prediction result via a monetized MCP node endpoint.","exampleAgentPrompt":"Can you run a binary prediction on this image and tell me whether it returns true or false?","exampleUseCases":[{"title":"Automated image content gate","prompt":"I need to check this image and get a yes or no answer on whether it passes — run the binary prediction on it and tell me the result."},{"title":"Image quality filter for pipeline","prompt":"Before I process this batch, can you run a prediction on this image to see if it comes back as true so I know it's safe to proceed?"},{"title":"Visual anomaly detection check","prompt":"Take a look at this image and run the prediction model on it — I need to know if it flags as true or false for my anomaly detection workflow."}],"resultDescription":"Returns a JSON object with a single boolean field 'prediction' — either true or false — indicating the model's binary classification outcome for the submitted image.","failureModes":["Missing 'image' field in request body returns a validation error","Malformed or unsupported image format may result in a processing error","Payment failure (x402) if USDC balance is insufficient causes a 402 response","Timeouts if the image is too large or the node is overloaded","Ambiguous or low-quality images may produce unreliable boolean results"],"whenToPreferThis":"Use this endpoint when you need a simple binary (true/false) classification or prediction on an image and are operating within an x402 USDC micropayment environment on Base L2. It is appropriate when you want a lightweight, single-field boolean response without complex multi-label output.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-13T00:41:44.112Z","isFirstParty":false,"canonicalSlug":"nlp-zk-proof-optimizer-mcp-image-binary-prediction-0b90a20c"}