{"name":"com.lumnika/ai-crawler-readiness","slug":"lumnika-ai-crawler-readiness","title":null,"description":"Can AI crawlers read this site? GPTBot/ClaudeBot verdicts, robots vs edge blocking, 47k-domain index","url":"https://mcp.market/server/lumnika-ai-crawler-readiness","rating":null,"grade":"C","score":69,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":8,"stars":null,"forks":null,"downloads_week":null,"last_push_at":null,"license":null},"uptime":{"percent":100,"checks":6,"ok":6,"last_checked_at":"2026-09-21T01:30:50.838Z","last_ok_at":"2026-09-21T01:30:50.838Z","latency_ms":127},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":null,"website":"https://shop.lumnika.com/ai-readiness/","version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://shop.lumnika.com/ai-readiness/mcp"}],"packages":[],"tools":[{"name":"domain_readiness","description":"Can AI assistants actually read this domain? Returns the measured readiness score, the per-crawler verdict (served / blocked in robots.txt / refused by the edge despite robots.txt allowing it), and which edge vendor answers for the host. Measured live with real HTTP requests, not guessed from robots.txt alone.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"host":{"type":"string","description":"A bare domain, e.g. \"wikipedia.org\" (no scheme, no path)."}},"required":["host"]}},{"name":"edge_blocking","description":"Who is actually doing the blocking: for each CDN/WAF vendor, the share of (domain x crawler) pairs that robots.txt ALLOWS and the server refuses anyway — i.e. how much of the blocking is an infrastructure default rather than a decision the site owner made.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"limit":{"type":"integer","description":"How many vendors to return, highest contradiction rate first (default 12). Vendors with fewer than 200 allowed pairs are left out of the table rather than reported on thin evidence."}}}},{"name":"measure_domain","description":"Measure a domain RIGHT NOW instead of reading the archive: six real HTTP requests, one from a browser user-agent and one per AI crawler user-agent, plus robots.txt / llms.txt / sitemap. Use it for any site the index has not reached yet, or when the caller wants a fresh verdict after changing robots.txt or a WAF rule.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"host":{"type":"string","description":"A bare domain, e.g. \"wikipedia.org\" (no scheme, no path)."},"force":{"type":"boolean","description":"Measure again even if the archive already has a verdict from the last 24 hours (default false)."}},"required":["host"]}},{"name":"web_openness","description":"How much of the most-visited web is readable by AI assistants right now: the share of measured domains that block at least one AI crawler, and the served / robots-blocked / edge-blocked breakdown per crawler.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{}}}],"scan":{"score":69,"grade":"C","scanned_at":"2026-09-19T20:49:34.493Z","report":{"scannerVersion":"0.1.7","scannedAt":"2026-09-19T20:49:34.477Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 1618ms"]},"poisoning":{"score":15,"max":15,"notes":["4 tool descriptions checked"]},"auth":{"score":10,"max":15,"notes":["open endpoint, read-only tools"]},"maintenance":{"score":3,"max":15,"notes":["no repository listed"]},"identity":{"score":4,"max":10,"notes":["verified namespace with website, no repo"]}},"findings":[{"id":"maint.no-repo","severity":"low","component":"maintenance","title":"No source repository listed"}],"inputs":{"probes":[{"url":"https://shop.lumnika.com/ai-readiness/mcp","reachable":true,"authRequired":false,"latencyMs":1618,"serverInfo":{"name":"agent-web-index","version":"1.0.0"}}],"packages":[],"repo":{"found":false},"icon":{"url":null,"source":"none"},"presence":{"stars":null,"forks":null,"downloadsWeek":null,"license":null,"lastPushAt":null,"score":8}}}},"grade_history":[],"reviews":[]}