Report · London cafes and bars · scanned 2026-10-21

The Library Pot

librarypot.uk is mostly ready for agents.

Listed by OpenStreetMap · Overture Maps.

Ways to reach The Library Pot directly, with no marketplace in between. Checked 2026-10-21. On the business's own site. Report a mistake

Hours, from OpenStreetMap · Overture Maps: Mon–Thu closed · Fri–Sat 12:00–23:00 · Sun 12:00–21:30

Kew Road 86 TW9 2PQ Richmond

Its menu mentions: vegan options, vegetarian dishes

Nearby, also direct

Places near The Library Pot that take a booking or an order on their own website, with no marketplace in between.

Thai Square Richmond320 m
Heisenberg Breakfast Company410 m · sandwich
The Angel & Crown710 m
So Bar Richmond730 m
The Cricketers800 m

Owners

The website's grade

An AI assistant can open The Library Pot's website. It can read what The Library Pot offers. It finds a way to book or order directly on the site.

B47 of 65 · mostly ready for agentsThe Direct Index · 2026-10-21

72.3%

47 of 65 points available

0/5

agent-readiness level, Not Ready

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.

See what an AI agent reads on this site →

Assistants

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.

Where it stands

How The Library Pot compares

Where it stands

1,648 of 5,907 in London cafes and bars

Top 28% of the sites scanned in this index. Just above: The Lass O' Richmond Hill B, The Leyton Engineer B. Just below: The Little Yellow Door B, The Loft B.

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	94%	yes
Let AI crawlers in (no block at the server or in robots.txt)	93%	yes
Structured data with address, phone and hours	50%	no
Have an llms.txt	22%	no

The top 10% are the 608 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 WordPress 145,483 sites	57%	28%	72.3%

Nearest places in the index

Place	Distance	Grade	Direct booking or ordering
The Shaftesbury Arms	70 m	B	no
The Orange Tree	285 m	C	no
Thai Square Richmond	321 m	B	yes
Butter Beans coffee_shop	337 m	C	no
Heisenberg Breakfast Company sandwich	412 m	C	yes
The Red Cow	463 m	D	no
Blank Street Coffee coffee_shop	703 m	D	no
The Angel & Crown	712 m	F	yes
So Bar Richmond	729 m	B	yes
The Cricketers	798 m	B	yes

Businesses like yours

Businesses like The Library Pot in London cafes and bars

Group	Sites	Avg score	A or B	This site
Businesses of the same kind in London cafes and bars	5,907	50%	30%	72.3%
Sites built with WordPress in London cafes and bars	1,757	61%	38%	72.3%

The best of the sites built with WordPress in London cafes and bars

Artistcafelondon A 100% · Bar Américain A 100% · Cinnamon Culture A 100% · Eastcheap Records A 100% · Loiutyr A 100%

After the top fixes

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 51st of 5,907 in London cafes and bars, up from 1648th.

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.

Findings

What to fix first

No structured data for the business +15 points
Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
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. How to fix it

Send the fixes to your web person

No one is listed yet to fix this in London cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.

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.
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: wordpress · contact page /hours/: nothing new; menu page /menu/: nothing new; booking page /booking/: nothing new

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on wordpress.

Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. the official help page.

Show the code 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "The Library Pot",
  "url": "http://librarypot.uk/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Kew Road 86",
    "postalCode": "TW9 2PQ",
    "addressLocality": "Richmond"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4657684,
    "longitude": -0.2982778
  },
  "openingHours": "Fr,Sa 12:00-23:00; Su 12:00-21:30; Mo-Th off",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "21:30"
    }
  ],
  "acceptsReservations": "https://librarypot.uk/booking/",
  "hasMenu": "https://librarypot.uk/menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://librarypot.uk/booking/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

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

# The Library Pot

> cafe or coffee shop in Kew Road 86 TW9 2PQ Richmond, London cafes and bars.

## Book or order directly

- Book: https://librarypot.uk/booking/ (on the business's own site)
- Menu: https://librarypot.uk/menu/

## Opening hours

Fr,Sa 12:00-23:00; Su 12:00-21:30; Mo-Th off

## About

- Website: http://librarypot.uk/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.

Owners

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.

· Markdown · Dispute a check

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/librarypot.uk"><img src="https://directindex.org/badge/librarypot.uk.svg" alt="Agent-Direct Score B" width="236" height="40"></a>

For developers and agents

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

The direct record

What agents get for The Library Pot

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/librarypot.uk, through the MCP tool direct_record and in the city feed /city/london-cafes-bars/direct.json.

Path	Link	Status
Book	librarypot.uk/booking/ own site	found by the scan of 2026-10-21, not yet tested
Order	none on record
Menu	librarypot.uk/menu/ html_page	from the scan
Hours	Fr,Sa 12:00-23:00; Su 12:00-21:30; Mo-Th off (closed now)	from OpenStreetMap
Phone	none on record

Stable links that count: /go/librarypot.uk/book, /go/librarypot.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.

Transactable

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	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

Agent readiness

Level 0 of 5, Not Ready

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	no how
AI bot rules in robots.txt	yes
Content Signals in robots.txt	no how
Markdown on Accept: text/markdown	no how
llms.txt	no how
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	no how
OAuth protected resource metadata	no how
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	no how
JSON-LD for the business	no