# Mo's Kitchen: Agent-Direct Score B (81.5%)

Site: https://mos-kitchen.com/
Report: https://directindex.org/r/mos-kitchen.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Mo's Kitchen is mostly ready for agents.

## What to fix first
- **Ordering only through ubereats.** Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No llms.txt.** Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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 (FoodEstablishment).** address, phone, opening hours
- **Menu or price list with prices on the page.** Agents can read items and prices directly.

## Where it stands
Rank 154 of 1863 in Munich (top 8%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 91% | no |
| Publish the menu or price list as HTML | 84% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 85% | yes |
| Structured data with address, phone and hours | 37% | yes |
| Have an llms.txt | 21% | no |

Nearest places with a similar menu: King Louie (A, 877 m, https://directindex.org/r/king-loui.com); Rotkäppchen Burgergrill (F, 1676 m, https://directindex.org/r/kaeppchenburgergrill.de); Robbies Burger & Bar (D, 2153 m, https://directindex.org/r/roobiesburgerbar-muenchen.de); My Stolz - The Burger Boss (F, 2195 m, https://directindex.org/r/mystolzz.de); La Rocca (D, 2522 m, https://directindex.org/r/laroccaheimservice.de); Backs Streetfood Bakery (F, 2745 m, https://directindex.org/r/backs-bio.de); Millenium (F, 2888 m, https://directindex.org/r/cafe-millennium.de); Chickyz (D, 2889 m, https://directindex.org/r/chickyz.de); 3D Restaurant & Bar (B, 2986 m, https://directindex.org/r/3d-restaurant-bar-neuhausen.de); Der kleine Flo (B, 3165 m, https://directindex.org/r/derkleineflo.de).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 25 | 25 |
| actionable | 3 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/mos-kitchen.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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=mos-kitchen.com&force=1