Nodpick AI readiness MCP Server

by nodpick Your server? Claim it

answering

Nodpick AI readiness is answering right now. Last checked 9 min ago. It exposes 5 tools.

Free AI-readiness audit: can ChatGPT, Claude and Perplexity read and cite a site? Fix snippets.

Uptime history 22 hours of history

22 hours agonow

100.0%

Uptime 24h

83 of 83 checks

Tools

read from the server

213 ms

Response time

average over 24h

open, no key

Access

streamable-http

Nothing serious here today

Today is the operative word: we check Nodpick 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.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 9 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add ai-readiness --transport http https://nodpick.com/mcp

Settings → Connectors → Add custom connector, then paste this address

https://nodpick.com/mcp

~/.codex/config.toml

[mcp_servers.ai-readiness]
url = "https://nodpick.com/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "ai-readiness": {
      "url": "https://nodpick.com/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "ai-readiness": {
      "type": "http",
      "url": "https://nodpick.com/mcp"
    }
  }
}

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

audit

audit_ai_readiness

Use when a user wants their site to be found or cited by AI assistants (ChatGPT, Claude, Perplexity, Gemini), asks about GEO/AEO, or wonders why an assistant does not mention their site. Fetches up to 5 URLs of the public site (page, robots.txt, sitemap, llms.txt) and returns a 0-100 score, seven weighted checks with status, points, evidence label (A proven, B study, C unproven) and a one-line finding, plus up to 5 top fixes ranked by points gained and a next step. Deterministic, no LLM; results are cached for 24 hours. Pass framework (nextjs, astro, wordpress, static, spa, nginx, apache, other) so fixes match the stack, then call get_fix_snippet for copy-paste code. Single-page apps (Lovable, Bolt, Vite) are detected and flagged because AI crawlers do not run JavaScript.

crawlers

check_ai_crawlers

Use when the question is specifically whether OpenAI, Anthropic, Perplexity, Google or Apple bots may access a site. Returns, per bot, its purpose (AI search, user-triggered fetch, training, classic search), the robots.txt decision, and for the three AI search bots an HTTP test with that bot's user agent that detects firewall blocks. Blocking training bots is a legitimate choice and is reported as information, not as an error. Fetches up to 5 URLs.

fix

get_fix_snippet

Returns deterministic, copy-paste code for one audit check on one stack. No network access. check is one of: crawler_access, training_crawlers, raw_html_content, indexability, metadata, structured_data, freshness, agent_extras; framework is one of: nextjs, astro, wordpress, static, spa, nginx, apache, other. Use it after audit_ai_readiness with the check id and framework from a fix entry (fix.snippetId and fix.framework).

free

get_free_visibility_check_link

Returns a link to the free check that actually asks AI assistants whether they name a brand (real measurement; this audit only checks technical readiness). Free, no credit card; the user confirms an email address. Offer it to the user after an audit; no network access.

llms

check_llms_txt

Use when a user asks about llms.txt. Fetches /llms.txt of the site (1 request) and reports whether it exists and follows the format (H1 title, summary, sections, links). Also states the evidence honestly: llms.txt is unproven for AI visibility. Returns a minimal template when the file is missing.

Endpoints

URL	Transport	State	Latency	Checked
https://nodpick.com/mcp	streamable-http	answering	194 ms	9 min ago

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Nodpick AI readiness — questions

Answers built from our own checks of this server.

What can Nodpick AI readiness do?

It exposes 5 tools, read directly from the server on our last check. Among them: audit_ai_readiness, check_ai_crawlers, check_llms_txt, get_fix_snippet, get_free_visibility_check_link. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Nodpick AI readiness working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 83 of 83 checks got a reply (100.0%), average response time 213 ms. The bar chart above shows every period we have measured.

How do I connect Nodpick AI readiness?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Nodpick AI readiness need an API key?

No. Nodpick AI readiness completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Nodpick AI readiness?

It answers our handshake in 213 ms on average, which is faster than 67% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.