food & delivery

5 services state an AI integration on their own pages; 106 more are servers in the official MCP Registry whose own site answered with a real llms.txt or manifest.

TheMealDB

Crowd-sourced recipe database with a free JSON API.

APIOpenAPI

Instacart

Grocery delivery and pickup marketplace.

API

Spoonacular

Food and recipe API with nutrition, meal planning and ingredient data.

API

Toast

Point-of-sale and management platform for restaurants.

llms.txt

Yelp

Local business directory and reviews, best known for restaurants.

API

How food & delivery services connect to assistants

Each of the 5 services above states at least one way in. Counted by kind:

OpenAPI description — 1. A published machine-readable API description that an agent can read to learn how to call the service.

llms.txt — 1. A plain-text guide at /llms.txt that tells AI systems what the site is and where its key pages are.

Public API — 4. A documented public API an agent can call, usually with a key from the service.

From the MCP Registry

Servers published to the official MCP Registry, one row per site. Each site was checked for an llms.txt and MCP or plugin manifests; the files that answered are listed.

ServerRunsSiteAnswered
A2A Grocery — the agentic hub for retail grocery procurementA2A + MCP hub for retail grocery procurement — 20 markets on the SCHEMA algo record. Trade only.Remotea2a-grocery.aillms.txt, MCP server, agents.json
AclimaçãoAclimação — neighborhood directory: local places, events, menus, offers, and services.Remoteaclimacao.sampa.brllms.txt, MCP server
Agent ChefFamily meal planning run by your agent: weekly dinners, household votes, grocery list minus pantry.Remoteagentchef.netllms.txt
agent-bevThe world's largest agentic B2B hub for beer, wine and spirits. Powered by CUVEE. Trade only.Remote & Localagent-bev.aillms.txt, MCP server
AI MAXX Public PassportsInstant Malta visit facts and AI consultation: activities, dining, venues, photos and routes.Remoteai-maxx.comllms.txt
AIDISH — AIエージェントから受取注文できる飲食店Pickup orders at Japanese restaurants for AI agents: find stores, read menus, place orders. No auth.Remoteaidish-app.onrender.comllms.txt
AnatomeLog workouts and meals by telling your AI. 873 exercises, muscle diagrams, food lookup.Remoteanatome.devllms.txt, MCP server
ARVI Wine CatalogSwiss merchant ARVI SA: 27,000+ fine & rare wine labels, 300,000+ bottles ready to ship. No auth.Remotearvi.chllms.txt, MCP server
AventuratorMultilingual restaurant menus and local travel discovery in Lanzarote. Read-only, no API key.Remoteaventurator.comllms.txt
BackResto Partner APIRead-only HACCP records of a restaurant: deliveries, temperatures, cleaning, traceability.Remotedevelopers.backresto.comllms.txt
Beyond WineClaims-based knowledge base for no/low ABV specialty beverages (producers, beverages, people).Remotebeyond.winellms.txt
Bom RetiroBom Retiro — neighborhood directory: local places, events, menus, offers, and services.Remotebomretiro.sampa.brllms.txt, MCP server
BookingBook hard-to-get restaurant reservations on your own Resy, SevenRooms, or OpenTable account.Remoteseatswiper.comllms.txt
Calorie MCPA calorie MCP that looks up calories and macros from a 4M+ food catalog, not model guesses.Remotecalorieapi.comllms.txt
Campo BeloCampo Belo — neighborhood directory: local places, events, menus, offers, and services.Remotecampobelo.sampa.brllms.txt, MCP server
CellarionWine cellar manager: bottles, racks, drink windows, pairings and a shared wine registry.Remote & Localcellarion.appllms.txt
CentroCentro — neighborhood directory: local places, events, menus, offers, and services.Remotecentro.sampa.brllms.txt, MCP server
chomptronGenerate a recipe from ingredients on hand, with optional dietary restrictions. Free.Remotechomptron.comllms.txt
Cocktail GlassSearch 500 cocktail recipes, get full recipes, find drinks by ingredient, suggest random picks.Remotecocktail.glassllms.txt
Coffee AddictEvery bag of specialty coffee on sale in New Zealand, re-read nightly from each roaster's shop.Remotecoffeeaddict.nzllms.txt
ComplianceCN — toys, batteries, cosmetics, food contact: CE, GPSR, UN 38.3, CPC/GCC and moreSource-cited EU/UK/US/AU market-access checks for Amazon and cross-border product compliance.Remotecompliancecn.netlify.appllms.txt, MCP server
Cork & Curve wine travelVerified wineries and wine bars in 31 regions with provenance, wine festivals, tours and stays.Remotecorkandcurve.comllms.txt, MCP server
Dubai Cost of Living PricesDubai cost of living: groceries, schools, fuel, rent, utilities, phone plans, electronics and visas.Remoteprices.brainy.aellms.txt
DuckHub QR MenuHosted MCP server to manage a restaurant menu from AI agents - 39 tools over the DuckHub API.Remotedocs.duck-hub.comllms.txt
eatmundoCross-cuisine dish equivalence with shared-ingredient evidence: 1,956 dishes, 26 cuisines.Remoteeatmundo.comllms.txt
Filipe CoffeeFilipe Coffee — directory of places, events, and listings.Remotefilipe.coffeellms.txt, MCP server
Food Logger MCPFood logging, nutrition summaries, and meal photo calorie and macro estimates.Remotefoodlog.sig.aillms.txt, MCP server
Food Near MeAI-native restaurant discovery: verified/menu-indexed/discovered tiers + signed allergy-safety data.Remotefoodnear.mellms.txt, OpenAPI description
FoodPhotoCreate food photos, menus and restaurant campaigns. Account-based paid service with Stripe checkout.Remotefoodphoto.aillms.txt, MCP server
ForkmateFree AI calorie & macro tracker: tell your AI what you ate and it logs it to your private food diary.Remoteforkmate.aillms.txt
Frigolog HACCP — French Food Safety ComplianceFrench HACCP for restaurants: temperatures, DLC, allergens, DDPP controls, live recalls. Sourced.Remotefrigolog.frllms.txt
GrabFood MCP (via SEA MCP)Search GrabFood restaurants, full menus and dish prices by city, neighbourhood or radius.Remoteseamcp.comllms.txt
Graffeo Coffee RoastingLive MCP catalog for Graffeo Coffee Roasting - Simply the World's Finest Coffee since 1935.Remotegraffeo.comllms.txt
GuestGuest API for meni.ge restaurants: browse menus, place orders, reserve tables. No auth needed.Remotemeni.gellms.txt
Hawaii Conditions MCP ServerReal-time surf, weather, trail status, volcano, ocean safety, and restaurants for Hawaii.Remotehawaii-conditions.vercel.appllms.txt
HooddueRestaurant fire-safety & service-interval tracking (NFPA 96/17A) — read-only demo tools.Remotehooddue.artificl.usllms.txt
hovhannes.ioYerevan Product Coffee: table dates, remaining seats, seat requests, and the field notes behind it.Remotehovhannes.iollms.txt, MCP server
InterlagosInterlagos — neighborhood directory: local places, events, menus, offers, and services.Remoteinterlagos.sampa.brllms.txt, MCP server
Itaim BibiItaim Bibi — neighborhood directory: local places, events, menus, offers, and services.Remoteitaimbibi.sampa.brllms.txt, MCP server
Japan Food DBResolve Japanese food names to nutrition facts. All 2,538 foods from Japan's official tables.Remotetoriigate.devllms.txt
JardinsJardins — neighborhood directory: local places, events, menus, offers, and services.Remotejardins.sampa.brllms.txt, MCP server
Jewish Ground-Truth Intelligence (J-GTI) API by TATEHGround truth for Jewish life: kosher checks, places, menus, providers, events, Shabbat times.Remoteapi.tateh.orgllms.txt
Kahve Tabela — Türkiye heritage, food & coastRead-only MCP tools for Turkey's heritage places, regional-food atlas, and Mavi Koy coastal atlas.Remotekahvetabela.comllms.txt
Kessen MaschinenbauFood industry machines from Kessen Maschinenbau: search catalogue, read pages, send inquiries.Remotekessen-maschinenbau.dellms.txt, MCP server
Keyframer150+ React Native animation recipes, scene authoring, phone preview via QR, Reanimated v4 codegen.Remotekeyframer.devllms.txt
KnownGateFood verification for people and AI agents: evidence-backed verdicts, with sources and dates.Remoteknowngate.comllms.txt, agents.json
KrabiClawManage and publish restaurant and local business websites through MCP.Remotekrabiclaw.comllms.txt
Max Eats OutEditorial guide to restaurants and bars — hand-picked venues with opinions, not a places database.Remotemaxeatsout.clubllms.txt
MCP Gera EatsLook up UK food hygiene ratings and city hygiene profiles from real FSA FHRS/FHIS data. No auth.Localgeraeats.comllms.txt, OpenAPI description, MCP server
MeniscusLiquid glass design system for AI agents: specs, recipes and reference renders for every platform.Remotemeniscus.sitellms.txt
MenuFreshThe brain for restaurant costs, pricing, and true profit (read/edit menu, recipes, costs).Remotemenufresh.jpllms.txt
Mercantry RegistryAgent-native registry: 168k+ real restaurants in LA, Hong Kong & Tokyo. Unranked, honest signals.Remotemercantry.orgllms.txt, MCP server
MixWiseCocktails you can make from bottles you already have, full recipes, and next bottle to add.Remotegetmixwise.comllms.txt
MoemaMoema — neighborhood directory: local places, events, menus, offers, and services.Remotemoema.sampa.brllms.txt, MCP server
Mosaiden Souq — سوق المساعدينSaudi marketplace: stores (Jarir, eXtra), classifieds, restaurant menus, hotels. Arabic-first.Remotemosaiden.comllms.txt, MCP server
Motion Menu597 motion/3D UI patterns as ready HTML/CSS/JS, served over MCP. The entire library is free.Remotemotionmenu.callms.txt
MyShop - solutions for restaurantsMatch a restaurant to a MyShop solution and send a real, signable $89/month quote by email.Remotemyshoptechnologies.comllms.txt
Namaste AmericaAgent-first directory for Indians from India in the USA — restaurants, temples, events & more.Remotenamasteamerica.usllms.txt, OpenAPI description, MCP server
NiMCoffee 新印象咖啡Order freshly self-roasted specialty coffee from NiMCoffee, a coffee roaster in Fuzhou, China.Remotenimcoffee.comllms.txt, OpenAPI description, MCP server
NoshUp: Canadian Grocery Deals & RecipesCanadian grocery flyer deals and recipes by item, store, postal code, cuisine, or diet. No auth.Remotenoshup.callms.txt
Nutrients MCPAnalyze food photos or text for calories, macros, vitamins, minerals, and allergens.Localtastyapi.comllms.txt
NYC Restaurant WeekAll 636 NYC Restaurant Week Summer 2026 restaurants — filter by cuisine, borough, price, and date.Remotenycrestaurantweek.appllms.txt
offerhopper.ai — AI Supermarket & Drugstore Shopping Assistant for GermanyLive prices, deals & optimal multi-stop shopping routes for German grocery & drug stores.Remoteofferhopper.aillms.txt
OpenAjanFind local shops, read live menus and free times, and order or book on the user's behalf.Remoteopenajan.comllms.txt
openwein.de — deutsche Weingüter und WeinfesteGerman wineries, wine towns and wine festivals: 5.900 entries in 13 regions. Read-only, no key.Remoteopenwein.dellms.txt
Pantry AideAI meal plans that fill your Kroger/Instacart cart - pantry-aware lists, all from chat.Remotepantryaide.comllms.txt
Pantry PersonaAI-powered kitchen management — pantry, recipes, meal plans, shopping lists.Remotepantrypersona.comllms.txt, MCP server
ParaísoParaíso — neighborhood directory: local places, events, menus, offers, and services.Remoteparaiso.sampa.brllms.txt, MCP server
PercolateSearch the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings.Remote & Localpercolateapp.comllms.txt
Pinch Grocery Prices (Australia)Live Australian grocery prices from Woolworths, Coles, Aldi and Harris Farm.Remotepinch-app.comllms.txt
PinheirosPinheiros — neighborhood directory: local places, events, menus, offers, and services.Remotepinheiros.sampa.brllms.txt, MCP server
Pinoyshki BakeryBrowse Pinoyshki Bakery's menu, check an order against its rules, and get the checkout link.Remotepinoyshki.comllms.txt
ProseifyMCP book-writing server: 81 classics, genre recipes, drafting pipelines.Remoteproseify.xyzllms.txt
RecaloYour life in Recalo, from your AI: recipes, movies, books, places, people. Needs a Recalo account.Remoterecaloapp.comllms.txt
Receptionist ToolkitFree receptionist tools: phone scripts, IVR menus (EN+ES), ElevenLabs prompts, missed-call math.Remotelobbyvoices.comllms.txt, MCP server
Recipe SignalSearch and compare attributed recipe records through a public read-only remote MCP endpoint.Remoterecipemcp.comllms.txt, MCP server
Recipes DailySearch recipes and cooking guides on recipes-daily.com, or find recipes from ingredients you have.Remoterecipes-daily.comllms.txt
RestaurantDoctorAI Profit CheckFree restaurant profit check: 12 multiple-choice questions, a grade, and the biggest money leak.Remoterestaurantdoctorai.comllms.txt
RhylthymeReal-time multi-track schedules for cooking, lab protocols, events and workouts. Validate and share.Remoterhylthyme.comllms.txt
ScoutFind Resy restaurants and request reservations through Scout; the user approves every booking.Remotedinewithscout.comllms.txt
Security RecipesRead-only CVE intelligence, remediation playbooks, and agent setup guides. Not a scanner.Remotesecurity-recipes.aillms.txt
Servd Agentic OrderingDiscover Servd venues, browse menus, validate carts, place confirmed orders, and track status.Remotegetservd.mellms.txt
SherahOnline personal assistant for busy parents: home, kids, meals, admin and more.Remotemysherah.comllms.txt
ShopDining Co: Tables for the UK, with the sizes, materials and colours that decide the choice —...Localdiningco.co.ukllms.txt
Shortlist Pass Local BusinessesMyrtle Beach food trucks, restaurants, shops and HOAs: live menus, stops, pickup times, order links.Remoteapp.shortlistpass.comllms.txt
SiteFood Hygiene Alerts: the site's own MCP server — checker, enquiry (enquiry = a human handoff,...Remotefoodhygienealerts.co.ukllms.txt
SiteRestaurant SEO agency: the site's own MCP server — enquiry (enquiry = a human handoff, not a...Remoterestaurantseoagency.co.ukllms.txt
SuperMCPIsraeli online supermarket pricing: compare grocery prices and delivered shopping baskets.Remotesupermcp.co.illlms.txt
Tabular RecipeTurn any recipe into a compact process table — every ingredient and step at a glance.Remotetabularrecipe.comllms.txt
TatuapéTatuapé — neighborhood directory: local places, events, menus, offers, and services.Remotetatuape.sampa.brllms.txt, MCP server
The Pantry ButlerAnswers 'what can I cook tonight?' from your own saved recipes and what's really in your kitchen.Remotethepantrybutler.comllms.txt
ThmenuRestaurant menus, carts, reservations and owner drafts for AI agents (Thmenu MCP).Remotethmenu.comllms.txt
TrueCalUse TrueCal from AI agents to review progress, meals, targets, trends, and supported updates.Remotetruecal.comllms.txt
UncountableRead and write recipes, inputs, experiments and files in the Uncountable R&D platform.Remoteuncountable.comllms.txt
UpscrapeReal-time data APIs for 50+ commerce, grocery, social and maps platforms over one OAuth MCP server.Remotedocs.upscrape.comllms.txt
VenumarkBooking decisions, scorecards, and self-checks for Florida food vendors over live DBPR data.Remotevenumark.comllms.txt
Vila BuarqueVila Buarque — neighborhood directory: local places, events, menus, offers, and services.Remotevilabuarque.sampa.brllms.txt, MCP server
Vila MadalenaVila Madalena — neighborhood directory: local places, events, menus, offers, and services.Remotevilamadalena.sampa.brllms.txt, MCP server
Vila MarianaVila Mariana — neighborhood directory: local places, events, menus, offers, and services.Remotevilamariana.sampa.brllms.txt, MCP server
waiter24.aiPer-restaurant MCP servers: menu, hours, delivery terms; live example below.Remotewaiter24.aillms.txt
web3ctxVersion-true web3 docs, ABIs and human-validated integration recipes over MCP.Remoteweb3ctx.scarai.xyzllms.txt
Well Prepped Life BookingCheck availability and book a free consult for Bay Area senior/disabled meal-prep delivery.Remotewellpreppedlife.comllms.txt, MCP server
Wine LabsWine matching, pricing, auctions, exchange, merchant, critic, portfolio, and cellar intelligence.Remotewinelabs.aillms.txt
YettyBuild, edit and run real hosted websites from your AI - content, SEO, menus, store, rollback.Remoteyetty.aillms.txt
爱佳肴 Love LifeRead-only restaurant search for AI agents in China. 5 tools, no key, no paid ranking. 中国餐饮开放数据。.Remotetutulife.cnllms.txt
美食神仙籤筒今天吃什麼?神明抽籤選料理,並從臺灣附近營業中的店家抽一間。台灣繁體中文 MCP 工具。.Remotefood.penguindriver.comllms.txt, MCP server