# Murray Cafe: Agent-Direct Score B (80%)

Site: https://murraycafe.com
Report: https://directindex.org/r/murraycafe.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Murray Cafe is mostly ready for agents.

## Direct links
- Order directly: https://murraycafe.square.site/ (through square acting for the business)
- Phone: +1-646-452-2600

## What to fix first
- **Menu or price list lives on another site.** (+5 points) The link points to square.site, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (CafeOrCoffeeShop).** address, phone, opening hours
- **Ordering through square on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
282 of 1612 in New York cafes and bars. Top 17% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | yes |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 24% | yes |
| Have an llms.txt | 11% | yes |

Nearest places with a similar menu: Sahola Cofee Shop (C, 113 m, https://directindex.org/r/saholaflowers.com); Banter (B, 187 m, https://directindex.org/r/banternyc.com); Corgi Cafe (C, 269 m, https://directindex.org/r/corgicafe.com); Slate Cafe (A, 313 m, https://directindex.org/r/slatecafe.com); Ted's Corner Tavern (C, 393 m, https://directindex.org/r/tedscornertavern.com); Common Country (B, 403 m, https://directindex.org/r/commoncountrybar.com); Proof Coffee Roasters (C, 572 m, https://directindex.org/r/proof.coffee); 230 Fifth (B, 581 m, https://directindex.org/r/230-fifth.com); Seven Sins (B, 648 m, https://directindex.org/r/sevensinsnyc.com); Tous les Jours (F, 680 m, https://directindex.org/r/tlj.co.kr).

## What assistants answer
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.

Against its peers: Sites built with GoDaddy Website Builder 54% (23% A or B, 285 sites); Sites using Square 69% (47% A or B, 793 sites); This site 80%.

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

## Businesses like Murray Cafe in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1612 | 46% | 30% | 80% |
| Built with GoDaddy Website Builder in New York cafes and bars | 7 | 51% | 57% | 80% |
| Using Square in New York cafes and bars | 78 | 71% | 59% | 80% |
| Built with GoDaddy Website Builder and using Square in New York cafes and bars | 1 | 80% | 100% | 80% |

The best of Using Square in New York cafes and bars: Fifth Hammer Brewing Company (A 93.8%, https://directindex.org/r/fifthhammerbrewing.com); Plug Uglies (A 92.3%, https://directindex.org/r/plugugliesnyc.com); Henry Public (A 90.8%, https://directindex.org/r/henrypublic.com); Calyer Cafe & Kitchen (A 90%, https://directindex.org/r/calyerbk.com); The Throwback (A 87.7%, https://directindex.org/r/thethrowbacknyc.com).

With the fix above (Menu or price list lives on another site) the score would be about 87.7%: 72nd of 1,612 in New York cafes and bars, up from 282nd.

## The direct record
What agents get for Murray Cafe, as JSON: https://directindex.org/api/direct/murraycafe.com
- Book: none on record
- Order: https://murraycafe.square.site/ (vendor on own site: Square; found by the scan of 2026-10-14, not yet tested)
- Menu: https://murraycafe.square.site/ (external; from the scan)
- Hours: Mo 07:00-21:00, Tu-We 07:00-22:00, Th-Fr 07:00-24:00, Sa 09:00-24:00, Su 09:00-21:00 (from OpenStreetMap)
- Phone: +1-646-452-2600
- Stable links that count: https://directindex.org/go/murraycafe.com/order, https://directindex.org/go/murraycafe.com/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): 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
- Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

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

## 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/murraycafe.com
- 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

Deep report: https://directindex.org/r/murraycafe.com/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=murraycafe.com&force=1