# M Cafe: Agent-Direct Score B (84.6%) Site: http://www.mcafedechaya.com/ Report: https://directindex.org/r/mcafedechaya.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) M Cafe is mostly ready for agents. An AI assistant can open M Cafe's website. It can read what M Cafe offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://www.mcafedechaya.com/order (on the business's own site) - Menu: https://www.mcafedechaya.com/menu - Phone: +13235250588 - Address: 7119 Melrose Ave, 90046-7617, Los Angeles - Its menu mentions: vegan options ## Nearby, also direct Places near M Cafe that take a booking or an order on their own website, with no marketplace in between. - Coffee For Sasquatch (110 m): https://directindex.org/r/coffeeforsasquatch.com - Oui Melrose (260 m): https://directindex.org/r/ouimelrose.com - Fika Fika Coffee & Creamery (310 m): https://directindex.org/r/fikafikacoffee.com - Toasted and Roasted (400 m): https://directindex.org/r/toastedandroasted.com - Be Bright Coffee (410 m): https://directindex.org/r/bebrightcoffee.com ## What to fix first - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 ## 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. ``` # M Cafe > local business in 7119 Melrose Ave, 90046-7617, Los Angeles, Los Angeles cafes and bars. Phone +13235250588. ## Book or order directly - Order: https://www.mcafedechaya.com/order (on the business's own site) - Menu: https://www.mcafedechaya.com/menu ## About - Website: http://www.mcafedechaya.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.** No rule blocks the main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (LocalBusiness).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 111 of 1376 in Los Angeles cafes and bars. Top 8% 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 | 99% | yes | | Publish the menu or price list as HTML | 90% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 41% | no | | Have an llms.txt | 34% | no | Nearest places in the index: Coffee For Sasquatch (B, 109 m, https://directindex.org/r/coffeeforsasquatch.com); Bar Benjamin (C, 126 m, https://directindex.org/r/barbenjamin.com); Oui Melrose (C, 258 m, https://directindex.org/r/ouimelrose.com); Melrose Squeeze (D, 290 m, https://directindex.org/r/melrosesqueeze.com); Fika Fika Coffee & Creamery (D, 307 m, https://directindex.org/r/fikafikacoffee.com); Fly By Clipper (F, 329 m, https://directindex.org/r/flybyclipper.com); Toasted and Roasted (B, 404 m, https://directindex.org/r/toastedandroasted.com); Be Bright Coffee (B, 412 m, https://directindex.org/r/bebrightcoffee.com); Sightglass Coffee (A, 427 m, https://directindex.org/r/sightglasscoffee.com); Auburn (F, 444 m, https://directindex.org/r/auburnla.com). ## 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. Compared with its peers: Sites built with Squarespace 63% (46% A or B, 18903 sites); This site 84.6%. See what an AI agent reads on this site: https://directindex.org/r/mcafedechaya.com/agent-view ## Businesses like M Cafe in Los Angeles cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles cafes and bars | 1376 | 46% | 22% | 84.6% | | Sites built with Squarespace in Los Angeles cafes and bars | 193 | 64% | 42% | 84.6% | The best of the sites built with Squarespace in Los Angeles cafes and bars: Hey Hey (A 96.3%, https://directindex.org/r/heyheydrinks.com); Tiago Coffee Bar & Kitchen (A 95.4%, https://directindex.org/r/tiagocoffee.com); Idle Hour (A 95%, https://directindex.org/r/idlehourbar.com); VERSE LA (A 93.8%, https://directindex.org/r/verse.la); Joliet Restaurant and Bar (A 92.3%, https://directindex.org/r/jolietplaya.com). With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 18th of 1,376 in Los Angeles cafes and bars, up from 111th. ## The direct record What agents get for M Cafe, as JSON: https://directindex.org/api/direct/mcafedechaya.com - Book: none on record - Order: https://www.mcafedechaya.com/order (own site; found by the scan of 2026-10-23, not yet tested) - Menu: https://www.mcafedechaya.com/menu (html_page; from the scan) - Hours: none on record - Phone: +13235250588 - Stable links that count: https://directindex.org/go/mcafedechaya.com/order, https://directindex.org/go/mcafedechaya.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 | 25 | 25 | | Readable | 15 | 25 | | Actionable | 15 | 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/mcafedechaya.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 Keep watching this business (https://directindex.org/r/mcafedechaya.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/mcafedechaya.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 ยท Rescan now: https://directindex.org/scan?url=mcafedechaya.com&force=1