{"uid":"cap_GImLasSX2CwAVE5KwQCto","slug":"computer-vision-defect-detection-api-f0da6a44","name":"Computer Vision Defect Detection API","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/computer-vision-defect-mcp/api/process","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"payload":{"type":"string"}}},"responseSchema":{"type":"json","example":{"success":true}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.3","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":"$0.3/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.3","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.3","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_AsbB9kqeCYcf7ZAdu9i8x","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.3","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes images or visual data to detect and identify defects using computer vision techniques","exampleAgentPrompt":"Inspect this product image for any visible defects or surface anomalies and tell me what issues you find.","exampleUseCases":[{"title":"Manufacturing line quality control","prompt":"I have an image of a circuit board fresh off the production line — can you scan it for any visible defects like cracks, missing components, or solder bridges?"},{"title":"Surface crack detection in infrastructure","prompt":"Analyze this photo of a concrete wall and flag any cracks or structural defects you can identify."},{"title":"Retail product inspection before shipment","prompt":"Here's an image of a product we're about to ship — can you check it for scratches, dents, or other visible flaws that would make it unacceptable?"}],"resultDescription":"Returns a structured analysis of the submitted visual data, including identified defects, their locations or descriptions, defect types, and confidence scores indicating the likelihood and severity of each detected issue.","failureModes":["Invalid or missing data field returns an error","Non-image or unparseable data string causes processing failure","Low-resolution or corrupted image may result in no defects detected or low confidence","Payment not received results in HTTP 402 response","Unsupported image format may cause processing error"],"whenToPreferThis":"Use this endpoint when you need automated, AI-powered visual defect detection on image data within an agentic workflow, particularly when integrating quality control into a pipeline that handles manufacturing, logistics, or product inspection at scale. Prefer this over manual inspection workflows or general-purpose vision models when you need a dedicated defect-classification signal with per-call pay-as-you-go pricing.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T07:11:12.290Z","isFirstParty":false}