{"uid":"cap_ACPaHEx7WWTxFSpTBFw0S","slug":"ai-website-intelligence-agent-readiness-api-006156f3","name":"AI Website Intelligence & Agent Readiness API","description":"Audit any website for AI Agent Readiness, MCP, llms.txt, OpenAPI, SEO, accessibility and security. Structured JSON with evidence and prioritized fixes.","url":"https://api.santosautomation.com/api/agent-readiness","method":"HEAD","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET"],"type":"string"},"queryParams":{"type":"object","required":["url"],"properties":{"url":{"type":"string","description":"Public HTTP or HTTPS target URL."},"depth":{"enum":["quick"],"type":"string"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":{"type":"json","example":{"grade":"C","score":79,"target":{"final_url":"https://example.com/","requested_url":"https://example.com","canonical_origin":"https://example.com"},"profile":"api_provider","findings":[{"id":"agent.openapi.discovery","title":"OpenAPI document discovered and parsed","status":"pass","category":"api_readiness","severity":"moderate","confidence":"high","recommendation":"No action needed."}],"subscores":{"api_readiness":75,"discovery_and_documentation":80},"confidence":0.91,"interfaces":{"openapi":{"url":"https://example.com/openapi.json","discovered":true}},"limitations":["Passive checks only; no authenticated or transactional testing performed."],"applicability":{"mcp_readiness":"tested","agent_commerce":"not_applicable"},"schema_version":"1.0.0","readiness_level":{"name":"Tool-invokable","level":3},"recommended_actions":[{"id":"agent.capabilities.manifest","effort":"medium","impact":"high"}],"website_intelligence":{"score":82,"dimensions":{"callable":73,"trustworthy":86,"discoverable":91,"understandable":78},"schema_version":"1.0.0"},"tested_coverage_percent":90,"website_intelligence_score":82}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.075","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":"$0.075/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.075","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.075","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_EIq0IiOt-vK2Qbsbg14mr","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.075","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Audits any public website URL for AI agent readiness, MCP support, llms.txt, OpenAPI discovery, SEO, accessibility, and security, returning a structured JSON report with scores and prioritized fixes.","exampleAgentPrompt":"Can you audit https://stripe.com for AI agent readiness and tell me its score, grade, and what the highest-priority fixes are to make it more callable by AI agents?","exampleUseCases":[{"title":"Pre-launch AI readiness check","prompt":"Before we go live, can you audit https://myapi.example.com for AI agent readiness and give me a full breakdown — grade, score, any missing OpenAPI docs, llms.txt, or MCP support, and what we should fix first?"},{"title":"Competitor agent readiness benchmarking","prompt":"Can you check how AI-agent-ready https://openai.com is? I want to see its readiness grade, subsection scores for discoverability and API readiness, and what interfaces like OpenAPI or MCP it already has in place."},{"title":"Developer portal agentic compliance audit","prompt":"Run an agent readiness audit on https://docs.github.com and tell me what level of agent readiness it has, whether it has an llms.txt or OpenAPI spec published, and what the top recommended actions are to improve it."}],"resultDescription":"Returns a JSON object containing an overall letter grade (e.g. C), numeric score (0-100), readiness level name and tier, categorized findings with pass/fail status and severity, subscores by dimension (api_readiness, discovery_and_documentation, etc.), website intelligence dimensions (callable, trustworthy, discoverable, understandable), discovered interfaces (OpenAPI URL, MCP, etc.), applicability flags, prioritized recommended actions with effort and impact ratings, tested coverage percent, and confidence score.","failureModes":["Non-public or unreachable URL returns an error or empty findings","Private/authenticated endpoints cannot be tested (passive checks only)","Very large or slow sites may result in incomplete coverage","Malformed URL input causes a validation error","Rate limiting or payment failure (x402) blocks the request"],"whenToPreferThis":"Choose this endpoint when you need a structured, evidence-backed audit of a specific website's readiness for AI agent interaction — especially when you want to assess MCP support, llms.txt presence, OpenAPI discoverability, and get prioritized remediation guidance in a single call. Prefer it over generic SEO or security scanners when the goal is specifically AI/agent-layer readiness rather than traditional web performance.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T18:40:56.494Z","isFirstParty":false}