Mmcp.market

AI Crawler Readiness MCP server

by lumnika.com·com.lumnika/ai-crawler-readiness·v1.0.0
No reviews yet

Can AI crawlers read this site? GPTBot/ClaudeBot verdicts, robots vs edge blocking, 47k-domain index

C69/100grade C
Write a reviewRun it
What users say
No reviews yet
Be the first
Safety scan
C69/100

full report

Adoption
New

Little public usage data yet

Reviews

Write one

Nobody has reviewed AI Crawler Readiness yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

AI Crawler Readiness tools (4)

write = sends, deletes, buys or posts
  • domain_readinessFree

    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.

  • edge_blockingFree

    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.

  • measure_domainFree

    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.

  • web_opennessFree

    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.

Public scan report

scanner v0.1.7 · 2026-09-19 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1618ms20/20
  • Tool poisoning4 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenanceno repository listed3/15
  • Maintainer identityverified namespace with website, no repo4/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 69/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add --transport http ai-crawler-readiness https://shop.lumnika.com/ai-readiness/mcp
Add to Cursor

AI Crawler Readiness: common questions

Is AI Crawler Readiness MCP server safe?
With care: it is graded C, so read the findings first (69/100). Read the AI Crawler Readiness safety report
How do I install AI Crawler Readiness?
It runs remotely at shop.lumnika.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does AI Crawler Readiness need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is AI Crawler Readiness maintained?
The latest release is v1.0.0.
Is AI Crawler Readiness up?
100% of our last 5 checks got an answer. We check remote servers about four times a day.

More from lumnika.com →