The Missing Bean Roastery Café
themissingbean.co.uk is ready for agents.
Listed by OpenStreetMap.
Ways to reach The Missing Bean Roastery Café directly, with no marketplace in between. Checked 2026-10-24. On the business's own site. Report a mistake
Hours, from OpenStreetMap: Mon–Fri 08:00–16:00 · Sat–Sun 09:00–16:00
Magdalen Road 66-72 OX4 1RE Oxford · +44 1865 492828
Its menu mentions: vegan options, vegetarian dishes, allergens · Outdoor seating (OpenStreetMap)
Prices: 5 prices on the site, the middle one £11.80
Places near The Missing Bean Roastery Café that take a booking or an order on their own website, with no marketplace in between.
- Black Sheep Coffee1.9 km · coffee shop
The website's grade
An AI assistant can open The Missing Bean Roastery Café's website. It can read what The Missing Bean Roastery Café offers. It finds a way to book or order directly on the site.
62 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What the site tells visitors Measured, not scored
These don't change the grade.
Named by Gemini for "A quiet cafe near the centre where I can sit with my laptop this morning" and "Coffee and a good cake this afternoon. Where should I go?" in Oxford cafes and bars, October 2026
Each assistant was asked the way people ask, with web search on, for up to three places in Oxford cafes and bars and a link to each one's own site. This business was named in 2 answers, by 1 of the 2 assistants asked.
| Question | Named by | Asked |
|---|---|---|
| A quiet cafe near the centre where I can sit with my laptop this morning. | Gemini with a link to this site | 2026-10-22 |
| Coffee and a good cake this afternoon. Where should I go? | Gemini with a link to this site | 2026-10-22 |
Every place named in Oxford cafes and bars, question by question.
Show it
The badge shows how many of the assistants asked named this business, and the month. It updates after every round.
<a href="https://directindex.org/r/themissingbean.co.uk"><img src="https://directindex.org/badge/named/themissingbean.co.uk.svg" alt="Named by 1 of 2 assistants, Direct Index" width="300" height="40"></a>
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
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 quiet cafe near the centre where I can sit with my laptop this morning.” (Gemini, with a link to this site)
“Coffee and a good cake this afternoon. Where should I go?” (Gemini, with a link to this site)
How The Missing Bean Roastery Café compares
7 of 174 in Oxford cafes and bars
Top 4% of the sites scanned in this index. Just above: The Head of the River A, The Marsh Harrier A. Just below: The Red Lion A, The Rickety Press A.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 89% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 72% | yes |
| Have an llms.txt | 50% | yes |
The top 10% are the 18 highest-scoring reachable sites in the index at the last update.
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Shopify 13,001 sites | 47% | 23% | 95.4% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Green Routes coffee_shop | 117 m | F | no |
| Chaiiwala coffee_shop | 535 m | F | no |
| Love Coffee Co. coffee_shop | 605 m | F | no |
| Clifftop Cafe coffee_shop | 700 m | F | no |
| Mostro Coffee coffee_shop | 761 m | F | no |
| Peloton Espresso coffee_shop | 855 m | F | no |
| Queen's Lane Coffee House coffee_shop | 1.6 km | D | no |
| The Coffee Hole coffee_shop | 1.9 km | F | no |
| Caffè Nero coffee_shop | 1.9 km | F | no |
| Black Sheep Coffee coffee_shop | 1.9 km | C | yes |
Businesses like The Missing Bean Roastery Café in Oxford cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Oxford cafes and bars | 174 | 58% | 34% | 95.4% |
| Sites built with Shopify in Oxford cafes and bars | 14 | 70% | 43% | 95.4% |
The best of the sites built with Shopify in Oxford cafes and bars
The Rickety Press A 95.4% · The Up In Arms A 95.4% · Thirsty Meeples A 90.8% · Gulp Fiction B 84.6% · Art Café B 72.3%
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
Nothing to fix
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 (CafeOrCoffeeShop) address, phone, opening hours
- Menu or price list is an HTML page Agents can read the items and prices.
- Booking on your own site Agents can book without going through a marketplace.
Builder: shopify · contact page /pages/about-us: nothing new; menu page /pages/menu: nothing new; booking page /collections/event-tickets: nothing new
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/themissingbean.co.uk"><img src="https://directindex.org/badge/themissingbean.co.uk.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
Show the details
What agents get for The Missing Bean Roastery Café
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/themissingbean.co.uk, through the MCP tool direct_record and in the city feed /city/oxford-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | www.themissingbean.co.uk/collections/event-tickets own site | found by the scan of 2026-10-24, not yet tested |
| Order | none on record | |
| Menu | www.themissingbean.co.uk/pages/menu html_page | from the scan |
| Hours | Mo-Fr 08:00-16:00; Sa-Su 09:00-16:00 (closed now) | from OpenStreetMap |
| Phone | +44 1865 492828 |
Stable links that count: /go/themissingbean.co.uk/book, /go/themissingbean.co.uk/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| 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 |
Level 1 of 5, Basic Web Presence
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | yes |
| llms.txt | yes |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | yes |
| OAuth protected resource metadata | yes |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | yes |
| JSON-LD for the business | yes |