QueryRev AI Readiness runs on your own machine — the client starts it, so there is no endpoint to ping. 471 installs a week from npm. Last commit 25 Oct 2026.
Checks a site for AI crawler access, robots.txt and llms.txt. Runs locally, no telemetry.
Today is the operative word: we check QueryRev AI Readiness every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add ai-readiness -- npx -y @queryrev/ai-readiness-mcp
{
"mcpServers": {
"ai-readiness": {
"command": "npx",
"args": [
"-y",
"@queryrev/ai-readiness-mcp"
]
}
}
}
[mcp_servers.ai-readiness]
command = "npx"
args = ["-y", "@queryrev/ai-readiness-mcp"]
{
"mcpServers": {
"ai-readiness": {
"command": "npx",
"args": [
"-y",
"@queryrev/ai-readiness-mcp"
]
}
}
}
{
"servers": {
"ai-readiness": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@queryrev/ai-readiness-mcp"
]
}
}
}
Checks llms.txt, AI crawler access in robots.txt, and sitemap - with a 0-100 AI readiness score.
Bounded crawl-readiness check for agent access: robots.txt, sitemap.xml, llms.txt, homepage.
Check a page, AI-crawler access, llms.txt and backlinks of a site. Free, read-only.
Is this page readable for AI search? Crawler access, structure and citability checks, runs locally.
Free AI crawler, schema, llms.txt and answer-readiness checks for public web pages. No API key.
Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
robots.txt tester (RFC 9309), AI crawler access (GPTBot, ClaudeBot...) and sitemap check.
Check AI crawler robots.txt policy and monitor public-site policy, sitemap, and llms.txt changes.
Answers built from our own checks of this server.