The Direct Index
Report · Boston cafes and bars · scanned 2026-10-14

McGann's Irish Pub

mcgannsirishpub.com is hard for agents to use.

Score over 2 scans since 2026-10-14: 51% → 51%

See what an AI agent reads on this site →

D
50.8%

33 of 65 points available

1/5

agent-readiness level, Basic Web Presence

4

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

Since the scan of 2026-10-14: no change in the findings.

Findings

What to fix first

  1. No booking or ordering path at all +15 points

    Agents have nothing to act on. Add a booking or ordering page on your own domain. How to fix it

  2. Structured data is incomplete +7 points

    Missing: address, telephone, opening hours. How to fix it

  3. No menu or price list found +7 points

    Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it

  4. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

No one is listed yet to fix this in Boston cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare

Fix kit

What to paste

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

Structured data (JSON-LD)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "BarOrPub",
  "name": "McGann's Irish Pub",
  "url": "https://www.mcgannsirishpub.com/",
  "telephone": "+1 617 227 4059",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Portland Street 197",
    "postalCode": "02114",
    "addressLocality": "Boston"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3644568,
    "longitude": -71.0617544
  }
}
</script>

llms.txt

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

# McGann's Irish Pub

> bar or pub in Portland Street 197 02114 Boston, Boston cafes and bars. Phone +1 617 227 4059.

## About

- Website: https://www.mcgannsirishpub.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

164 of 249 in Boston cafes and bars

Top 66% of the sites scanned in this index. Just above: Michele's Ice Cream & Sandwich Shoppe D, Japonaise Bakery D. Just below: Teaholic D, Guy Fieri’s Tequila Cocina D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML92%no
Let AI crawlers in (no edge block, no robots.txt block)100%yes
Structured data with address, phone and hours28%no
Have an llms.txt8%no

The top tenth is the 25 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 36,794 sites58%28%50.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Guy Fieri’s Tequila Cocina166 mDno
Mulligans sandwich172 mFno
Grand Canal228 mCyes
Night Shift Brewing376 mByes
Caffé Ducali coffee_shop, espresso421 mAyes
Gong Cha bubble_tea505 mFno
Polcari's Coffee515 mCyes
Stanza dei Sigari610 mByes
Blank Street Coffee coffee_shop650 mByes
Farmacia675 mDyes
Businesses like yours

Businesses like McGann's Irish Pub in Boston cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in Boston cafes and bars24955%37%50.8%
Built with WordPress in Boston cafes and bars4465%41%50.8%

The best of Built with WordPress in Boston cafes and bars

Bluestone Lane A 90% · Kung Fu Tea A 87.5% · AKOKO - Coco Leaf Dorchester B 83.1% · Tavern In The Square B 82.5% · Break Rock Brewing B 77.5%

The climb

With the three fixes above (No booking or ordering path at all; Structured data is incomplete; No menu or price list found) the score would be about 95.4%: 2nd of 249 in Boston cafes and bars, up from 164th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

The direct record

What agents get for McGann's Irish Pub

No direct path on record: the scan of 2026-10-14 found no booking or ordering link on mcgannsirishpub.com or on a vendor's site. The same record is served as JSON at /api/direct/mcgannsirishpub.com, through the MCP tool direct_record and in the city feed /city/boston-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone+1 617 227 4059

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
not measured
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
not measured
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
not measured

Not measured at this scan; the next scan measures it.

The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.

Agent readiness

Level 1 of 5, Basic Web Presence

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes
Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score D

<a href="https://directindex.org/r/mcgannsirishpub.com"><img src="https://directindex.org/badge/mcgannsirishpub.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
Owners

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now Markdown

Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.