Search / com.nodpick/ai-readiness
Nodpick AI readiness
R0· no sign-inFree AI-readiness audit: can ChatGPT, Claude and Perplexity read and cite a site? Fix snippets.
v1.0.0 · active · website · descriptor JSON · versions
Search / com.nodpick/ai-readiness
R0· no sign-inFree AI-readiness audit: can ChatGPT, Claude and Perplexity read and cite a site? Fix snippets.
v1.0.0 · active · website · descriptor JSON · versions
{
"mcpServers": {
"ai-readiness": {
"type": "http",
"url": "https://nodpick.com/mcp"
}
}
}claude mcp add --transport http ai-readiness https://nodpick.com/mcp[mcp_servers.ai-readiness]
url = "https://nodpick.com/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"ai-readiness": {
"type": "remote",
"url": "https://nodpick.com/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"ai-readiness": {
"type": "http",
"url": "https://nodpick.com/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ai-readiness&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbm9kcGljay5jb20vbWNwIn0%3D"
}{
"servers": {
"ai-readiness": {
"type": "http",
"url": "https://nodpick.com/mcp"
}
}
}{
"mcpServers": {
"ai-readiness": {
"httpUrl": "https://nodpick.com/mcp"
}
}
}extensions:
"ai-readiness":
enabled: true
name: "ai-readiness"
type: streamable_http
uri: "https://nodpick.com/mcp"
timeout: 300
protocol.modernsupports 2026-07-28 (server/discover)protocol.statelessanswers without a sessionprotocol.transportstreamable HTTPprotocol.list_ttltool list is cacheable (ttlMs 3600000)auth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotations5 of 5 tools declare readOnlyHint or destructiveHinttools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHinttools.token_costabout 1,169 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changes, stability.rug_pulltool history recorded for 5 of the 7 days neededdeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+dns-namespace +website +reachable +uptime-100% +updated-6d-ago -no-repository
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://nodpick.com/mcp streamable-http | none | yes | 100% | 694 ms | 2026-07-28 | 2026-11-07 |
audit_ai_readinessread-only | 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. |
check_ai_crawlersread-only | 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. |
check_llms_txtread-only | 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. |
get_fix_snippetread-only | 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). |
get_free_visibility_check_linkread-only | 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. |
Schemas: list_tools.
{
"name": "com.nodpick/ai-readiness",
"title": "Nodpick AI readiness",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://nodpick.com/mcp",
"type": "streamable-http"
}
],
"version": "1.0.0",
"websiteUrl": "https://nodpick.com",
"description": "Free AI-readiness audit: can ChatGPT, Claude and Perplexity read and cite a site? Fix snippets."
}