Food and Beverage
Variants seen in the corpus:
Food and DrinkFood and BeverageFood&Beverage
Providers using this tag (267)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Strong 4 Solid coverage with minor gaps
Developing 4 Usable, with meaningful gaps to close
Thin 29 Limited public surface area
Emerging 88 Early or largely undocumented
SambazonSojo IndustriesPepsiCoBevSpotDELLICLUBZERORoot GlobalChowlyThe a2 Milk CompanyOishiiBrewDogKlarysZerocater4th & HeartAbcoffeePrime HydrationSoylentGenki ForestMud\WtrOatsideFeastablesAeroFarmsMeals In Minutes, MIMTheCocktailDBConagra BrandsKitopiFly By JingLishChick-fil-ALIVEKINDLYTRUFFCampbell'sDaring FoodsLineageMeitreBellwether CoffeeDecisionNextCRU KafeHuelIngredionWOW! MomoLAKRIDS BY BÜLOWDaily HarvestChowbusTable22Little SpoonBurger SinghCAVAMatchafulCraftCoffeeHUNGRYMercantoCaerFineDineFood Market HubTeaboxAnheuser-BuschBoxGreenTemperPackButternut BoxDeep RootedGoldbellyKoRoLinas MatkasseThrive MarketAgreableThe Coca-Cola CompanyKitchenMateFIFOplusSmallsTealetTiff's TreatsWeeeAgrageneUS FoodsThe Naked MarketNeoTasteClocksterFreshketMiyokosSalidoSubwayIts GoodMarsChowNowDESERT FARMSJulienne BrunoMOD Pizza
Minimal 142 Almost no public developer surface
ChobaniSchedexWhiteWave FoodsNestléJ.M. SmuckerKraft HeinzAnalytical Flavor SystemsHatcheriRVDSS4S TechnologiesDean FoodsEat JustCalifia FarmsAI PaletteHippo HarvestLa ViePanera BreadAllsetClaimCurefoodsEclipse FoodsFreshToHomeJago CoffeeLittle FreddieRebel FoodsRipple FoodsThe Modern MilkmanThree Chord BourbonWineaccessBlack Sheep FoodsGOOD MeatAiSensumBrown-FormanManus BioBlank StreetChatimeCremaEnerGaiaHumanCoLAP CoffeeMagic SpoonHeinekenOwner.comBurger KingBeyond MeatPort of MokhaJamba JuiceRita's Italian IceSaxbys CoffeeSiloDailyMealzHungryHubImpossible FoodsMamanSmallholdBeing3721zh.comAmpleInariAAKAgroUrbanaHersheyNotcoSmart & Final StoresTHISBassetts Ice CreamMixtBest Food TrucksUntappdBaconMockupChompCoffeeEdamam nutritionFruityviceHangryLCBORustybeerSystembolagetHelloFreshKencko FoodsKuehnle AgroSystemsvivinoWhat's on the menu?Chefs' WarehouseGeneral MillsBusy Ming GroupHeyteaHormel FoodsRec RecMondelezRawsome Pte. Ltd.FoodishMonster BeverageTacoFancyThe Report of the WeekUnileverBeast IndustriesBeervana InternationalBerryKitchenBlue Bottle Coffee *Chi ForestDairyqueenDwellSocialEatsiiEeki FoodsFoxtrotJiumaojiuKellanovaKeurig Green MountainLocal KitchensMcCormickmicroTERRAPerformance Food GroupSimplyCookTastykakePost HoldingsKeurig Dr Pepper (formerly Dr Pepper Snapple Group)Luckin CoffeeMilk MoovementSimple Love YogurtCal-Maine FoodsHain Celestial GroupBAMA TEABefore BrandsFlowers FoodsGoodmeGotigerJunlebaoThree SquirrelsTrader Joe'sMolson Coors BrewingCayenaButter SystemsCaterwingsDoor-to-Door OrganicFoodzieHamptons LaneKitchensurfingKitchitLooly'sNew Age EatsPunk API
APIs with this tag (17)
Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →
Strong 1 Solid coverage with minor gaps
Developing 1 Usable, with meaningful gaps to close
Emerging 2 Early or largely undocumented
Minimal 13 Almost no public developer surface
UntappdSocial beer sharingBaconMockupResizable bacon placeholder imagesChompData about various grocery products and foodsCoffeeRandom pictures of coffeeEdamam nutritionNutrition AnalysisFruityviceData about all kinds of fruitLCBOAlcoholRustybeerBeer brewing toolsSystembolagetGovornment owned liqour store in SwedenWhat's on the menu?NYPL human-transcribed historical menu collectionFoodishRandom pictures of food dishesTacoFancyCommunity-driven taco databaseThe Report of the WeekFood & Drink Reviews
Companies reaching this through an API (1)
These companies publish an API, specification or operation carrying “Food and Beverage” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.
Score breakdown
Frequency
66.5
log-scaled weighted occurrences
Breadth
6.3
spread across providers
Quality lift
14.3
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Where this tag sits
267 providers carry this tag directly, and 526 counting the 11 narrower tags below — 259 more to reach.
Food
155 providers
Beverages
74 providers
Food Service
68 providers
Food Products
0 providers
Snacks
17 providers
Coffee
37 providers
Wine
12 providers
Beer
6 providers
Spirits
14 providers
Alcohol
10 providers
Plant-Based
28 providers
Related tags
Consumer Packaged Goods 83 co-occurrences
Restaurant 51 co-occurrences
Direct to Consumer 39 co-occurrences
Beverages 24 co-occurrences
Universal Commerce Protocol 30 co-occurrences
Shopify 36 co-occurrences
Plant-Based 18 co-occurrences
Food 26 co-occurrences
Where this tag comes from
Provider tag267
Api tag17
Markets provisional
Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.
| Market | Share of the market's providers |
|---|---|
| Open Food Facts brand owners (food product data) | 54% |
| Food Safety (GFSI-recognised certification) | 35% |
| Consumer Goods (product data and retail supply chain) | 24% |
Cohort brief
Auto-generatedThe 237 providers in the APIs.io catalog tagged Food and Beverage, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
237
of 266 in the catalog
Mean Kin Score
even vs catalog
Mean Agent Readiness
7.8
-4.2 vs catalog 12
Spread
–
median · σ
How the 237 split by band
Exemplar 0Strong 2Developing 5Thin 29Emerging 81Minimal 120
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Governance | 5.2 | 6.5 | -1.3 | 237 |
| Discoverability | 55.2 | 57.9 | -2.7 | 237 |
| Access Clarity | 18.5 | 23.9 | -5.4 | 237 |
| Operational Transparency | 3.7 | 13 | -9.3 | 237 |
| Developer Ergonomics | 12.4 | 23.2 | -10.8 | 237 |
| Contract Quality | 5.5 | 17.2 | -11.7 | 237 |
A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.
What this cohort publishes
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 21% | 13% | +8 |
| MCP server (first-party) | 6% | 12% | -6 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 18% | 11% | +7 |
| Security | 99% | 98% | +1 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 6% | 16% | -10 |
mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.
Top by Kin Score
- 1 Open Food Facts
- 2 Crunchtime
- 3 fatsecret
- 4 Spoonacular
- 5 Tastewise
- 6 Altruistiq
- 7 Opply
- 8 Kitchen Stories
- 9 Fudo
- 10 Edamam
Top by Agent Readiness
- 1 Apicbase {"score" => 43.9, "band" => "agent-ready"}
- 2 Opply {"score" => 43.7, "band" => "agent-ready"}
- 3 Kite Hill {"score" => 38.9, "band" => "agent-ready"}
- 4 Redefine Meat {"score" => 37.6, "band" => "agent-ready"}
- 5 ColdSnap {"score" => 36, "band" => "agent-ready"}
- 6 Kate Farms {"score" => 35.3, "band" => "agent-ready"}
- 7 Mud\Wtr {"score" => 35.3, "band" => "agent-ready"}
- 8 Cometeer {"score" => 34.6, "band" => "agent-ready"}
- 9 Poppi {"score" => 34.4, "band" => "agent-ready"}
- 10 BulletProof {"score" => 34.1, "band" => "agent-ready"}
All 266 members of this roster resolve to a provider in the
catalog; 237 carry a score (89%).
The figures above describe the scored members only.
Coverage caveat. 227 of 237 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 31 October 2026, across 31983 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.
Coverage caveat. 227 of 237 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 31 October 2026, across 31983 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.