# Mill City Museum: Agent-Direct Score A (86.2%)

Site: https://www.mnhs.org/millcity
Report: https://directindex.org/r/mnhs.org
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mill City Museum is ready for agents.
An AI assistant can open Mill City Museum's website. It can read what Mill City Museum offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.mnhs.org/calendar (on the business's own site)
- Order directly: https://www.mnhs.org/historypass (on the business's own site)
- Menu: https://www.mnhs.org/supp-products
- Phone: +1 612 341 7555
- Address: 704 South 2nd Street, Minneapolis, MN 55401
- Hours, from OpenStreetMap · Overture Maps: Mon–Wed closed; Thu–Fri 10:00–16:00; Sat–Sun 10:00–17:00
- Step-free access (OpenStreetMap)
- Prices: 3 prices on the site, the middle one $15.00

## Nearby, also direct
Places near Mill City Museum that take a booking or an order on their own website, with no marketplace in between.
- Minneapolis Ghost Walks (200 m): https://directindex.org/r/americanghostwalks.com
- Human On a Stick Segway Tours (650 m): https://directindex.org/r/humanonastick.com
- The Hitching Company (840 m): https://directindex.org/r/thehitchingcompany.com
- The Tour Msp (1.1 km): https://directindex.org/r/thetourmsp.com

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **3 prices on the landing page, the middle one $15.00.** 

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Museum",
  "name": "Mill City Museum",
  "url": "https://www.mnhs.org/millcity",
  "telephone": "+1 612 341 7555",
  "email": "mcm@mnhs.org",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "704 South 2nd Street",
    "postalCode": "55401",
    "addressLocality": "Minneapolis",
    "addressRegion": "MN"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 44.9788084,
    "longitude": -93.2571937
  },
  "openingHours": "Th,Fr 10:00-16:00; Sa,Su 10:00-17:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday",
        "Friday"
      ],
      "opens": "10:00",
      "closes": "16:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "10:00",
      "closes": "17:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.mnhs.org/calendar",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.mnhs.org/historypass",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Mill City Museum

> museum in 704 South 2nd Street, Minneapolis, MN 55401, Minneapolis tours, attractions and museums. Phone +1 612 341 7555.

## Book or order directly

- Book: https://www.mnhs.org/calendar (on the business's own site)
- Order: https://www.mnhs.org/historypass (on the business's own site)
- Menu: https://www.mnhs.org/supp-products

## Opening hours

Th,Fr 10:00-16:00; Sa,Su 10:00-17:00

## About

- Website: https://www.mnhs.org/millcity
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Tickets and prices is an HTML page.** Agents can read the items and prices.
- **Tickets on your own site.** Agents can buy tickets without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
Not ranked yet in Minneapolis tours, attractions and museums.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 90% | yes |
| Publish the menu or price list as HTML | 10% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 0% | no |
| Have an llms.txt | 30% | no |

Nearest places in the index: Minneapolis Ghost Walks (D, 195 m, https://directindex.org/r/americanghostwalks.com); Real Ghost Tours (D, 653 m, https://directindex.org/r/realghosttours.com); Human On a Stick Segway Tours (C, 654 m, https://directindex.org/r/humanonastick.com); The Hitching Company (C, 836 m, https://directindex.org/r/thehitchingcompany.com); Prompt Charters & Tours (F, 896 m, https://directindex.org/r/promptbuscharters.com); Universal Travel (D, 942 m, https://directindex.org/r/univtravel.com); Book It Travel (F, 996 m, https://directindex.org/r/bookittravel.com); Meet Minneapolis Visitor Center (F, 1042 m, https://directindex.org/r/minneapolis.org); The Tour Msp (D, 1056 m, https://directindex.org/r/thetourmsp.com); West Bank (Metro Transit station) (F, 1116 m, https://directindex.org/r/westbankcc.org).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

Recommended when people ask: "A walking tour on Sunday morning with tickets online." (ChatGPT, Gemini); "Skip-the-line tickets for the main museum tomorrow, where do I buy them?" (Gemini); "A bike tour of the city for a family with kids, book for Saturday." (Gemini); "A day trip out of the city with a guide this week, tickets online." (Gemini); "A private guide for half a day with the family, how do I book one?" (ChatGPT)


See what an AI agent reads on this site: https://directindex.org/r/mnhs.org/agent-view

## Named by ChatGPT and Gemini for 5 questions, including "A walking tour on Sunday morning with tickets online" in Minneapolis tours, attractions and museums, October 2026
- "A walking tour on Sunday morning with tickets online." (2026-10-21): Gemini with a link to this site. https://directindex.org/city/minneapolis-tours/recommended/walking-tour
- "Skip-the-line tickets for the main museum tomorrow, where do I buy them?" (2026-10-21): Gemini with a link to this site. https://directindex.org/city/minneapolis-tours/recommended/museum-tickets
- "A bike tour of the city for a family with kids, book for Saturday." (2026-10-21): Gemini with a link to this site. https://directindex.org/city/minneapolis-tours/recommended/bike-tour
- "A day trip out of the city with a guide this week, tickets online." (2026-10-21): Gemini with a link to this site. https://directindex.org/city/minneapolis-tours/recommended/day-trip
- "A private guide for half a day with the family, how do I book one?" (2026-10-21): ChatGPT with a link to this site. https://directindex.org/city/minneapolis-tours/recommended/private-guide
Named by 2 of 2 assistants asked. Badge: https://directindex.org/badge/named/mnhs.org.svg

## The direct record
What agents get for Mill City Museum, as JSON: https://directindex.org/api/direct/mnhs.org
- Book: https://www.mnhs.org/calendar (own site; found by the scan of 2026-10-24, not yet tested)
- Order: https://www.mnhs.org/historypass (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: https://www.mnhs.org/supp-products (html_page; from the scan)
- Hours: Th,Fr 10:00-16:00; Sa,Su 10:00-17:00 (closed now) (from OpenStreetMap)
- Phone: +1 612 341 7555
- Stable links that count: https://directindex.org/go/mnhs.org/book, https://directindex.org/go/mnhs.org/order, https://directindex.org/go/mnhs.org/menu
- Agents and people followed 3 direct links to this business this month (3 by AI agents).

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- MCP server card (/.well-known/mcp/server-card.json): no
- Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no

Found one hop past the home page: contact page /mnopedia: business JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 16 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/mnhs.org
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/mnhs.org/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/mnhs.org/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=mnhs.org&force=1