Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Audit websites for AI search readiness and generate or validate llms.txt. Free quick check.
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Passed 1/3 checks · Runs on your computer
We hid some of the commands
Connect by URL: the server address did not answer when we checked
No install path has passed yet. See the maker’s instructions or pick another server in this category · Maker’s install instructions · Others in this category
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Claude cannot connect LLMready yet
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ChatGPT cannot connect LLMready yet
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Claude Code cannot connect LLMready yet
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Cursor cannot connect LLMready yet
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VS Code cannot connect LLMready yet
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Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
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Tool names and descriptions exactly as the server reported them on Nov 12, 2026. The maker wrote them, not us; we show them as plain text.
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). 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
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, prioritized fixes and a shareable report link. Costs 1 credit. Requires signing in with LLMready Pro.
get_auditFetch 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.
list_auditsList audits saved on your LLMready account, newest first, optionally for one domain. No credit cost. Requires signing in with LLMready Pro.
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. Costs 1 credit. Requires signing in with LLMready Pro.
validate_llms_txtCheck 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.
get_usageShow how many LLMready credits are used and left this month. No credit cost. Requires signing in with LLMready Pro.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 14, 2026
The registry lists no source repo, so we cannot match the publisher (answer-engine-ready.lovable.app) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Did not respond within 6 seconds when we checked
Did not respond within 6 seconds when we checked
Read 7 tool descriptions and found no hidden instructions to the AI
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 14 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT on the web (full MCP on Business and above; Pro read-only).
In the same category: Context7, Codebase Memory, OpenSEO
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Keyword research, site audits, rank tracking and AI visibility for your AI agent.
No README found in the repo