LLMready
mcp remote · streamable-http · v1.0.0 · source: crawl
https://answer-engine-ready.lovable.app/mcp
Audit websites for AI search readiness and generate or validate llms.txt. Free quick check.
Works
100
Verified Oct 31, 2026 · p50 209 ms · p95 1382 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'llmready' |
| tools_listed | 15 | pass | 7 tools |
| schema_complete | 15 | pass | 7 of 7 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 209 ms |
| latency_p95 | 5 | pass | p95 1382 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (7)
| Name | Description | Schema |
|---|---|---|
quick_check | Free, no sign-in, Pro or credits needed: 10 checks a minute and 100 a day per IP address (per account when signed in). Checks a public website live and returns its 0–100 AI search readiness score, gra | typed |
audit_url | Crawl a public website live and score how well AI search engines (ChatGPT Search, Perplexity, Gemini, Claude) can access and read it: 0–100 score, grade, category scores, prioritized fixes and a share | typed |
get_audit | Fetch a saved audit from your LLMready account by id, including score, failing checks, AI crawler access and fixes. No credit cost. Requires signing in with LLMready Pro. | typed |
list_audits | List audits saved on your LLMready account, newest first, optionally for one domain. No credit cost. Requires signing in with LLMready Pro. | typed |
generate_llms_txt | Crawl a website's key pages and generate a spec-compliant /llms.txt plus an /llms-full.txt with page content as Markdown, ready to upload to the site root. Costs 1 credit. Requires signing in with LLM | typed |
validate_llms_txt | Check llms.txt content against the llmstxt.org proposal and list errors and warnings by line. Pass `content` to check text, or `url` to fetch and check a site's live /llms.txt. No credit cost. Require | typed |
get_usage | Show how many LLMready credits are used and left this month. No credit cost. Requires signing in with LLMready Pro. | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/app-lovable-answer-engine-ready-llmready)
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