# Mag Kitchen: Agent-Direct Score D (50.8%) Site: http://www.magkitchen.com/ Report: https://directindex.org/r/magkitchen.com Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Mag Kitchen is hard for agents to use. An AI assistant can open Mag Kitchen's website. It can read what Mag Kitchen offers. It finds a phone number, but no link to book or order online. ## Direct links - Menu: http://www.magkitchen.com/#menus - Phone: +81364580555 - Address: Nishikoiwa, 3 Chome−28−10 栄ビル第２, 133-0057, 江戸川区 ## Nearby, also direct Places near Mag Kitchen that take a booking or an order on their own website, with no marketplace in between. - Bush Bash (780 m): https://directindex.org/r/bushbash.org ## What to fix first - **No structured data for the business.** (+14 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. Guide: https://directindex.org/guides/structured-data-restaurant - **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. Guide: https://directindex.org/guides/llms-txt-for-a-business ## What the site tells visitors (Measured, not scored) - **The footer says © 2019.** Visitors and assistants may read that year as the last time anyone looked after the site. - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. ## Fix kit: What 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. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Mag Kitchen > local business in Nishikoiwa, 3 Chome−28−10 栄ビル第２, 133-0057, 江戸川区, Tokyo cafes and bars. Phone +81364580555. ## Book or order directly - Menu: http://www.magkitchen.com/#menus ## About - Website: http://www.magkitchen.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed. - **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. ## Where it stands 1345 of 6239 in Tokyo cafes and bars. Top 22% of the sites scanned in this index. | What the top 10% of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 68% | no | | Publish the menu or price list as HTML | 68% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 89% | yes | | Structured data with address, phone and hours | 15% | no | | Have an llms.txt | 21% | no | Nearest places in the index: 北酒場 (F, 435 m, https://directindex.org/r/kitasakaba.co.jp); Cocktail Bar Raven (C, 588 m, https://directindex.org/r/bar-raven.com); 成城石井 シャポー小岩店 (D, 592 m, https://directindex.org/r/seijoishii.com); Bar 440Hz (D, 620 m, https://directindex.org/r/bar440hz.com); Live Cafe Back In Time (D, 647 m, https://directindex.org/r/bqrecords.net); BAR MARIKS 小岩店 (D, 686 m, https://directindex.org/r/barmariks.net); Club ガレ (F, 693 m, https://directindex.org/r/club-gare.tokyo); アヤスカフェ小岩 (F, 753 m, https://directindex.org/r/ayasucafe.com); Bush Bash (D, 775 m, https://directindex.org/r/bushbash.org); 株式会社ハートカフェ (F, 1076 m, https://directindex.org/r/heartcafe.jp). ## What assistants answer 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. See what an AI agent reads on this site: https://directindex.org/r/magkitchen.com/agent-view ## Businesses like Mag Kitchen in Tokyo cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Tokyo cafes and bars | 6239 | 34% | 5% | 50.8% | The best of the businesses of the same kind in Tokyo cafes and bars: Bar 395 (A 100%, https://directindex.org/r/bar395.jp); L for You (A 100%, https://directindex.org/r/lforyou.tokyo); at-home cafe 秋葉原本店 (A 100%, https://directindex.org/r/maidcafe-athome.com); カラオケ・ガールズバーのbox (A 100%, https://directindex.org/r/box-meguro.com); Arthur's Academy&Cafe 広尾 (A 95.4%, https://directindex.org/r/arthursacademy.com). With the three fixes above (No structured data for the business; No booking or ordering link on the website; Almost no text without JavaScript), the score would be about 95.4%. That would be 5th of 6,239 in Tokyo cafes and bars, up from 1345th. ## The direct record What agents get for Mag Kitchen, as JSON: https://directindex.org/api/direct/magkitchen.com - Book: none on record - Order: none on record - Menu: http://www.magkitchen.com/#menus (html_page; from the scan) - Hours: none on record - Phone: +81364580555 - Stable links that count: https://directindex.org/go/magkitchen.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): 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 8 | 25 | | Actionable | 2 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/magkitchen.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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: no Keep watching this business (https://directindex.org/r/magkitchen.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/magkitchen.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=magkitchen.com&force=1