{"uid":"cap_B8DzaqkUfXz8iCSoU5gpL","slug":"clouatre-ca-ai-agent-readiness-scorer-0508dc95","name":"clouatre.ca AI-Agent Readiness Scorer","description":"Scores a domain's AI-agent readiness: robots.txt, llms.txt, mcp.json, structured data. Returns pass/fail findings and a 0-100 score.","url":"https://clouatre.ca/v1/agent-readiness?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"domain":{"type":"string","pattern":"^[A-Za-z0-9]([A-Za-z0-9-]{0,61}[A-Za-z0-9])?(\\.[A-Za-z0-9]([A-Za-z0-9-]{0,61}[A-Za-z0-9])?)+$","maxLength":253}}},"responseSchema":{"type":"json","example":{"score":87,"domain":"example.com","findings":[{"ms":42,"pass":true,"check":"robots_txt","detail":"..."}]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.05","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":"$0.05/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_exHF5GiGX_sJ4mfc1-b3_","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.05","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Scores a domain's AI-agent readiness (0-100) by checking robots.txt, llms.txt, mcp.json, and structured data, returning pass/fail findings per check.","exampleAgentPrompt":"Can you check how AI-agent-ready example.com is? I want a score out of 100 and a breakdown of whether it has robots.txt, llms.txt, mcp.json, and structured data properly set up.","exampleUseCases":[{"title":"Pre-launch agent compatibility audit","prompt":"Before we go live, can you run an AI-agent readiness check on mybrand.com and tell me what's missing — I want to know if we have llms.txt, mcp.json, and proper structured data in place, and what our score is?"},{"title":"Competitor agent-readiness benchmarking","prompt":"Can you score competitordomain.com for AI-agent readiness and show me which checks pass or fail, like robots.txt and llms.txt? I want to see how they compare against the 0-100 scale."},{"title":"Developer checklist validation before deploy","prompt":"I just added llms.txt and mcp.json to staging.myapp.io — can you run the agent-readiness audit on it and confirm everything passes, including the structured data check?"}],"resultDescription":"A JSON object containing a numeric score from 0 to 100, the domain audited, and an array of findings — each with the check name (e.g. 'robots_txt'), a boolean pass/fail, response time in milliseconds, and a detail string explaining the result.","failureModes":["Invalid domain format returns a 400 validation error","Domain does not resolve or is unreachable — checks may fail with network timeout details","Some checks may individually fail (pass: false) while overall score is still returned","Rate limiting or payment failure returns a 402 or 429 response","Missing required 'domain' field returns a schema validation error"],"whenToPreferThis":"Use this endpoint when you need a structured, multi-dimensional audit of whether a domain is properly configured for AI-agent access — specifically checking for llms.txt, mcp.json, robots.txt agent permissions, and structured data. Prefer this over manual spot-checks or generic SEO audits when the goal is agentic discoverability compliance rather than human SEO ranking.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-31T18:34:20.777Z","isFirstParty":false,"canonicalSlug":"clouatre-ca-ai-agent-readiness-scorer-0508dc95"}