# The MCR Hotbox: Agent-Direct Score B (80%)

Site: https://www.themcrhotbox.co.uk/
Report: https://directindex.org/r/themcrhotbox.co.uk
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The MCR Hotbox is mostly ready for agents.
An AI assistant can open The MCR Hotbox's website. It can read what The MCR Hotbox offers. It finds a way to book or order directly, through Uber Eats Storefront.

## Direct links
- Order directly: https://www.order.store/store/the-mcr-hotbox/PZjywmZvQwWxF0K1IQMejg (through ubereats_storefront acting for the business)
- Menu: https://www.themcrhotbox.co.uk/menu
- Phone: +447508916478
- Address: 11 Walker St, M34 3LH, Manchester
- Its menu mentions: vegan options, vegetarian dishes

## Nearby, also direct
Places near The MCR Hotbox that take a booking or an order on their own website, with no marketplace in between.
- Love Mumbai (80 m): https://directindex.org/r/lovemumbai.co.uk
- Nero's Kitchen (80 m): https://directindex.org/r/neroskitchen.co.uk
- Istanbul Grill (100 m): https://directindex.org/r/istanbulgrill.uk
- QFC Quality Fried Chicken (110 m): https://directindex.org/r/yfcdenton.co.uk
- Canton House (110 m): https://directindex.org/r/cantonhousedenton.co.uk

## What to fix first
- **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Restaurant",
  "name": "The MCR Hotbox",
  "url": "https://www.themcrhotbox.co.uk/",
  "telephone": "+447508916478",
  "address": "11 Walker St, M34 3LH, Manchester",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 53.4570256,
    "longitude": -2.11508632
  },
  "servesCuisine": [
    "jamaican"
  ],
  "hasMenu": "https://www.themcrhotbox.co.uk/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.order.store/store/the-mcr-hotbox/PZjywmZvQwWxF0K1IQMejg",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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 (Restaurant).** address
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through ubereats_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
406 of 2377 in Manchester. Top 17% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | yes |
| Publish the menu or price list as HTML | 85% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 28% | yes |

Nearest places in the index: Denton Kebab House (D, 69 m, https://directindex.org/r/dentonkebabhouse.co.uk); Love Mumbai (A, 76 m, https://directindex.org/r/lovemumbai.co.uk); Nero's Kitchen (A, 82 m, https://directindex.org/r/neroskitchen.co.uk); Istanbul Grill (B, 99 m, https://directindex.org/r/istanbulgrill.uk); QFC Quality Fried Chicken (B, 105 m, https://directindex.org/r/yfcdenton.co.uk); Canton House (B, 110 m, https://directindex.org/r/cantonhousedenton.co.uk); Vault 2 - Bar & Bistro - Denton (C, 120 m, https://directindex.org/r/vaulttwo.co.uk); Lorenzo Denton (B, 120 m, https://directindex.org/r/lorenzodenton.co.uk); Hatters Food and Drinks Hall (D, 200 m, https://directindex.org/r/hattersfoodhall.com); The Local Lounge (B, 214 m, https://directindex.org/r/thelocallounge.co.uk).

## 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.

The assistants were asked 13 everyday questions about Manchester and named 89 places. The MCR Hotbox wasn't one of them. See who was named: https://directindex.org/city/manchester/recommended


Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); Sites using Uber Eats Storefront 72% (60% A or B, 793 sites); This site 80%.

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

## Businesses like The MCR Hotbox in Manchester

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Manchester | 2377 | 55% | 33% | 80% |
| Sites built with Wix in Manchester | 111 | 75% | 65% | 80% |
| Sites using Uber Eats Storefront in Manchester | 3 | 81% | 100% | 80% |
| Sites built with Wix and using Uber Eats Storefront in Manchester | 1 | 80% | 100% | 80% |

The best of the sites built with Wix in Manchester: Ban Di Bul (A 96.3%, https://directindex.org/r/bandibul.co.uk); Antonio's Italian Kitchen & Pizzeria (A 95.4%, https://directindex.org/r/antoniospizzeria.co.uk); Bianco Hollingworth (A 95.4%, https://directindex.org/r/biancohollingworth.co.uk); Dosa Kingss (A 95.4%, https://directindex.org/r/dosakingss.co.uk); Friends (A 95.4%, https://directindex.org/r/friendsrestaurantoldham.online).

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 154th of 2,377 in Manchester, up from 406th.

## The direct record
What agents get for The MCR Hotbox, as JSON: https://directindex.org/api/direct/themcrhotbox.co.uk
- Book: none on record
- Order: https://www.order.store/store/the-mcr-hotbox/PZjywmZvQwWxF0K1IQMejg (vendor on own site: Uber Eats Storefront; found by the scan of 2026-10-21, not yet tested)
- Menu: https://www.themcrhotbox.co.uk/menu (html_page; from the scan)
- Hours: none on record
- Phone: +447508916478
- Stable links that count: https://directindex.org/go/themcrhotbox.co.uk/order, https://directindex.org/go/themcrhotbox.co.uk/menu

## 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): yes
- 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
- Vendor terms for agents, Uber Eats Storefront: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 17 | 25 |
| Actionable | 10 | 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/themcrhotbox.co.uk
- 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: yes
- 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/themcrhotbox.co.uk/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/themcrhotbox.co.uk/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=themcrhotbox.co.uk&force=1