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Nodpick AI readiness

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

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality100new
Trust83of 100
Uptime, 30 days100%
Latency p50694 ms

Connect

8 clients · secrets stay placeholders
{
  "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

Quality 100 / 100new

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 3600000)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations5 of 5 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,169 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 5 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 1,169 tokens to load them all · tool set 4cc6221f66b8 · checked 2026-11-07 18:01 UTC

Tool changes

No 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.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+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.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://nodpick.com/mcp streamable-httpnoneyes100%694 ms2026-07-282026-11-07

Tools (5)

audit_ai_readinessread-onlyUse 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-onlyUse 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-onlyUse 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-onlyReturns 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-onlyReturns 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.

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Official server.json
{
  "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."
}