LLMready
app.lovable.answer-engine-ready/llmreadyanswer-engine-ready.lovable.appstreamable-httpv1.0.0Scanned
Audit websites for AI search readiness and generate or validate llms.txt. Free quick check.
7 tools: 3 change things and 4 only read.
- Reads private data · 0
- Reads text others write · 4
- Can send data out · 4
- No findings
Anlyon alternative
3 of these tools change something. Run those as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
7 tools
Changes things 3Claude Code: ask
audit_urlCrawl 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, prioritiz…Reads text others writeCan send data outNo findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- untrusted-inputThe description's first sentence says "crawl": it reads web pages, which anyone can write.
- outboundThe input takes a URL (input.url): a request to a URL can carry data to whoever runs it.
Description, as the server wrote it 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 shareable report link. Costs 1 credit. Requires signing in with LLMready Pro.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
generate_llms_txtCrawl 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.Reads text others writeCan send data outNo findings
Why it is in this group
- The name "generate_llms_txt" says "generate": a word for a change.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- untrusted-inputThe description's first sentence says "crawl": it reads web pages, which anyone can write.
- outboundThe input takes a URL (input.url): a request to a URL can carry data to whoever runs it.
Description, as the server wrote it 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 LLMready Pro.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: false
- idempotentHint: false
- openWorldHint: true
quick_checkFree, no sign-in, Pro or credits needed: 10 checks a minute and 100 a day per IP address (per account when signed in).Reads text others writeCan send data outNo findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- outboundThe input takes a URL (input.url): a request to a URL can carry data to whoever runs it.
Description, as the server wrote it 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, grade, category scores, which AI crawlers robots.txt allows or blocks, whether llms.txt exists, and the top 3 fixes. Saves no report — audit_url (Pro) lists every failing check with a shareable report and badge.
Annotations the server declares
- readOnlyHint: true
- idempotentHint: true
- openWorldHint: true
Only reads 4Show 4 read-only tools
get_auditFetch a saved audit from your LLMready account by id, including score, failing checks, AI crawler access and fixes.No findings
Why it is in this group
- The name "get_audit" says "get": a word for reading.
Description, as the server wrote it 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.
Annotations the server declares
- readOnlyHint: true
- idempotentHint: true
- openWorldHint: false
get_usageShow how many LLMready credits are used and left this month.No findings
Why it is in this group
- The name "get_usage" says "get": a word for reading.
Description, as the server wrote it Show how many LLMready credits are used and left this month. No credit cost. Requires signing in with LLMready Pro.
Annotations the server declares
- readOnlyHint: true
- idempotentHint: true
- openWorldHint: false
list_auditsList audits saved on your LLMready account, newest first, optionally for one domain.No findings
Why it is in this group
- The name "list_audits" says "list": a word for reading.
Description, as the server wrote it List audits saved on your LLMready account, newest first, optionally for one domain. No credit cost. Requires signing in with LLMready Pro.
Annotations the server declares
- readOnlyHint: true
- idempotentHint: true
- openWorldHint: false
validate_llms_txtCheck llms.txt content against the llmstxt.org proposal and list errors and warnings by line.Reads text others writeCan send data outNo findings
Why it is in this group
- The name "validate_llms_txt" says "validate": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- outboundThe input takes a URL (input.url): a request to a URL can carry data to whoever runs it.
Claude Code: ask, because it is tagged outbound.
Description, as the server wrote it 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. Requires signing in with LLMready Pro.
Annotations the server declares
- readOnlyHint: true
- idempotentHint: true
- openWorldHint: true
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data.
- Reads private data0
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write4
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out4
- Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Findings
Matches of fixed checks, with the text they matched.
No check matched anything in these tool definitions. That is not a safety guarantee.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 1.0.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http llmready https://answer-engine-ready.lovable.app/mcpclaude mcp add --transport http llmready https://answer-engine-ready.lovable.app/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__llmready__get_audit",
"mcp__llmready__list_audits",
"mcp__llmready__get_usage"
],
"ask": [
"mcp__llmready__quick_check",
"mcp__llmready__audit_url",
"mcp__llmready__generate_llms_txt",
"mcp__llmready__validate_llms_txt"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as llmready. Review it before you use it.
Capability tags behind 4 rules
- mcp__llmready__quick_check untrusted-input, outbound
- mcp__llmready__audit_url untrusted-input, outbound
- mcp__llmready__generate_llms_txt untrusted-input, outbound
- mcp__llmready__validate_llms_txt untrusted-input, outbound
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/app.lovable.answer-engine-ready/llmready/verify?hash=832a925a244fc57e15da330191a1f5ca2ada42d71670aa5a1c7f51c844e23508" | jq -e '.changed == false'Pinned hash 832a925a244f, from Oct 30, 2026, 18:17 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/app.lovable.answer-engine-ready/llmready/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/app.lovable.answer-engine-ready/llmready)Source: MCP Registry. Synced Oct 30, 2026, 18:17 UTC.