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Nodpick AI readiness

REMOTE · NODPICK.COM

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

Available components

75 Trust /100

Last scanned (7 hours ago)

Scores higher than 64% of remote servers

Reachable. Last reached 5 Nov 2026.

Category Marketing and SEO

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security80
Transport & Reachability100
Schema Quality & AI Usability72
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 813 tokens (~162/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management13
  • Stability observed for 4 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 5 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

  • 3 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 2 Nov 26 0
    • Stability: unverified → 0.03 ▲ functional
  • 1 Nov 26 73

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Nov 2026 · Probed https://nodpick.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=nodpick.com CN=YE2,O=Let's Encrypt,C=US 22 Oct 2026 20 Jan 2027 ECDSA 256 ECDSA-SHA384 6a7172367d0efa38766cd51f4fdc0bc1ea3
SANs: *.nodpick.com, nodpick.com
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of nodpick.com. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
nodpick.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=31536000; includeSubDomains
content-security-policy default-src 'self'; script-src 'self' 'unsafe-inline' https://cdn.paddle.com https://sandbox-cdn.paddle.com; style-src 'self' 'unsafe-inline' https://cdn.paddle.com https://sandbox-cdn.paddle.com; img-src 'self' data: blob: https:; font-src 'self' data:; connect-src 'self' https://*.paddle.com; frame-src https://buy.paddle.com https://sandbox-buy.paddle.com; worker-src 'self' blob:; object-src 'none'; base-uri 'self'; form-action 'self'; frame-ancestors 'none'
x-content-type-options nosniff
x-frame-options DENY
referrer-policy strict-origin-when-cross-origin
permissions-policy camera=(), microphone=(), geolocation=(), payment=(self "https://buy.paddle.com" "https://sandbox-buy.paddle.com")

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://nodpick.com/mcp Verified 200
http (plaintext) http://nodpick.com/mcp HTTPS enforced 308 https://nodpick.com/mcp
MCP tools · 5 exposed · ~753 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
audit_ai_readiness ~258

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.

NameTypeReqDescription
frameworkstring–The site's stack, so fixes match. Omit to auto-detect.
urlstringyesPublic http(s) URL or bare domain of the page to audit, for example https://example.com

No output schema declared.

No examples provided.

check_ai_crawlers ~132

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.

NameTypeReqDescription
urlstringyesPublic http(s) URL or bare domain, for example https://example.com

No output schema declared.

No examples provided.

check_llms_txt ~108

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.

NameTypeReqDescription
urlstringyesAny URL on the site, or a bare domain; /llms.txt is looked up at its origin

No output schema declared.

No examples provided.

get_fix_snippet ~143

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).

NameTypeReqDescription
checkstringyesCheck id from an audit result (fix.snippetId)
frameworkstring–Stack of the site. Defaults to other (generic).

No output schema declared.

No examples provided.

get_free_visibility_check_link ~112

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.

NameTypeReqDescription
countrystring–Two-letter market country code, for example DE
domainstringyesThe brand's domain, for example example.com
languagestring–Two-letter language code, for example en

No output schema declared.

No examples provided.

Install

How do I install the Nodpick AI readiness MCP server?

Nodpick AI readiness is a hosted endpoint at https://nodpick.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · nodpick.com

# add to Claude Code
claude mcp add --transport http com-nodpick-ai-readiness 'https://nodpick.com/mcp'
Common questions

What is the Nodpick AI readiness MCP server?

Nodpick AI readiness is an MCP server listed in the public MCP registry as com.nodpick/ai-readiness. Free AI-readiness audit: can ChatGPT, Claude and Perplexity read and cite a site? Fix snippets. This page covers its hosted endpoint (https://nodpick.com/mcp).

Is the Nodpick AI readiness MCP server safe to use?

Nodpick AI readiness scores 75 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Nodpick AI readiness MCP server expose?

Nodpick AI readiness exposes 5 tools: audit_ai_readiness, check_ai_crawlers, check_llms_txt, get_fix_snippet, get_free_visibility_check_link. Their descriptions and schemas cost roughly 753 tokens of context every time the server is loaded.

Does the Nodpick AI readiness MCP server require authentication?

No. We connected to Nodpick AI readiness without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Nodpick AI readiness MCP server still maintained?

Nodpick AI readiness is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.