LLMready audits how well websites can be read by AI search engines and generates or validates llms.txt files, with a free quick check.
What you can do
Run a free quick check on a public site for a 0–100 AI search readiness score, grade, category scores, AI crawler access and top fixes
Crawl a site for a full audit with every failing check, prioritized fixes and a shareable report link
Generate a spec-compliant llms.txt and llms-full.txt from a site's key pages
Validate llms.txt content or a live file against the llmstxt.org proposal, with errors and warnings by line
List and retrieve saved audits from an account, and check remaining monthly credits
When to use it
Useful when you want to check whether a site is accessible to AI crawlers and assistants, prepare or fix an llms.txt file, or track AI search readiness over time with saved reports.
Requirements
Remote streamable HTTP endpoint; no local install. The quick check needs no account. All other tools require signing in with an LLMready Pro account, which the client starts from an HTTP 401 sign-in challenge. Crawling tools consume 1 credit each from a monthly allowance.
Before you install
Crawling tools spend credits from the monthly allowance. Signing in links the session to an LLMready Pro account, and saved audits are stored there. Scores reflect crawler access and readability only and do not guarantee that an AI engine will cite the site.
Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/app.lovable.answer-engine-ready%2Fllmready/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.
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.
Parametersurlrequired
audit_url
Audit a website for AI search readiness
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.
Parametersurlrequired
get_audit
Get a saved 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.
Parametersidrequired
list_audits
List your audits
List audits saved on your LLMready account, newest first, optionally for one domain. No credit cost. Requires signing in with LLMready Pro.
Parameterslimitdomain
generate_llms_txt
Generate llms.txt and llms-full.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 LLMready Pro.
Parametersurlrequired
validate_llms_txt
Validate an llms.txt file
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.
Parametersurlcontent
get_usage
Check API credits
Show how many LLMready credits are used and left this month. No credit cost. Requires signing in with LLMready Pro.
Takes no parameters.
Version history
1
v1.0.0LatestOct 30, 2026
Score
83%
83% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listedRequired15 pts
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
LicenseNot applicable
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.