Nodpick AI readiness
com.nodpick/ai-readinessnodpick.comstreamable-httpv1.0.0Scanned
Free AI-readiness audit: can ChatGPT, Claude and Perplexity read and cite a site? Fix snippets.
5 tools: 3 change things and 2 only read.
- Reads private data · 0
- Reads text others write · 3
- Can send data out · 3
- 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.
5 tools
Changes things 3Claude Code: ask
audit_ai_readinessUse 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…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 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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
check_ai_crawlersUse when the question is specifically whether OpenAI, Anthropic, Perplexity, Google or Apple bots may access a site.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 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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
check_llms_txtUse when a user asks about llms.txt.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 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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: true
Only reads 2Show 2 read-only tools
get_fix_snippetReturns deterministic, copy-paste code for one audit check on one stack.No findings
Why it is in this group
- The name "get_fix_snippet" says "get": a word for reading.
Description, as the server wrote it 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).
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
get_free_visibility_check_linkReturns a link to the free check that actually asks AI assistants whether they name a brand (real measurement; this audit only checks technical readiness).No findings
Why it is in this group
- The name "get_free_visibility_check_link" says "get": a word for reading.
Description, as the server wrote it 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.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
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 write3
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out3
- 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 ai-readiness https://nodpick.com/mcpclaude mcp add --transport http ai-readiness https://nodpick.com/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__ai-readiness__get_fix_snippet",
"mcp__ai-readiness__get_free_visibility_check_link"
],
"ask": [
"mcp__ai-readiness__audit_ai_readiness",
"mcp__ai-readiness__check_ai_crawlers",
"mcp__ai-readiness__check_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 ai-readiness. Review it before you use it.
Capability tags behind 3 rules
- mcp__ai-readiness__audit_ai_readiness untrusted-input, outbound
- mcp__ai-readiness__check_ai_crawlers untrusted-input, outbound
- mcp__ai-readiness__check_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/com.nodpick/ai-readiness/verify?hash=b63ab2a1f50a84981898ff5ca9134783d5fff68bc35932c58aefac19687b1a2e" | jq -e '.changed == false'Pinned hash b63ab2a1f50a, from Nov 1, 2026, 19:18 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/com.nodpick/ai-readiness/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/com.nodpick/ai-readiness)Source: MCP Registry. Synced Nov 1, 2026, 19:17 UTC.