Food and Beverage
Variants seen in the corpus:
Food and DrinkFood and Beverage
Providers using this tag (268)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Strong 2 Solid coverage with minor gaps
Developing 6 Usable, with meaningful gaps to close
Thin 32 Limited public surface area
Kitchen StoriesCrunchtimeFudoColdSnapFourthPunk APIApicbaseSyscoEdamamStarbucksKate FarmsPoppy Handcrafted PopcornChowlyModifyHealthNoryCometeerPoppiTyson FoodsDavid ProteinMALK OrganicsVoyage FoodsKite HillAgrovisionCerebellyBulletProofRedefine MeatTheCocktailDBOishiiSuper CoffeeConstellation BrandsBrewDogHero Bread
Emerging 80 Early or largely undocumented
4th & HeartAbcoffeeSambazonZerocaterSoylentMud\WtrOatside99 CountiesPepperPrime HydrationSojo IndustriesFeastablesKlarysPepsiCoMeals In Minutes, MIMAeroFarmsCampbell'sKitopiLishTRUFFGenki ForestLIVEKINDLYConagra BrandsDaring FoodsFly By JingLineageDecisionNextCRU KafeHuelIngredionAnheuser-BuschLAKRIDS BY BÜLOWWOW! MomoBellwether CoffeeChick-fil-ATable22ChowbusLittle SpoonMatchafulDaily HarvestBurger SinghCraftCoffeeCAVATeaboxCaerFood Market HubThe Coca-Cola CompanyDELLIBevSpotFineDineHUNGRYKoRoUS FoodsMarsTemperPackButternut BoxChowNowLinas MatkasseBoxGreenMercantoAgrageneOwner.comTealetGoldbellyThe Naked MarketAgreableCLUBZEROFIFOplusMiyokosRoot GlobalKitchenMateFreshketJulienne BrunoNeoTasteSubwayWeeeTiff's TreatsIts GoodAI PaletteDESERT FARMS
Minimal 148 Almost no public developer surface
Califia FarmsEclipse FoodsFreshToHomeThree Chord BourbonHippo HarvestAiSensumLAP CoffeeSalidoMOD PizzaChobaniEat JustLa VieClaimCurefoodsJago CoffeeLittle FreddieRebel FoodsRipple FoodsBlack Sheep FoodsManus BioThe Modern MilkmanHumanCoBlank StreetEnerGaiaGOOD MeatMagic SpoonSmallsBeyond MeatPort of MokhaJamba JuiceRita's Italian IceSaxbys CoffeeBurger KingHeinekenDailyMealz3721zh.comSiloImpossible FoodsMamanSmallholdBeingInariCremaThrive MarketSchedexWhiteWave FoodsAAKAgroUrbanaNotcoSmart & Final StoresTHISBassetts Ice CreamClocksterMeitreMixtUntappdBest Food TrucksDeep RootedHangryBaconMockupChompCoffeeEdamam nutritionFruityviceAmpleKencko FoodsKuehnle AgroSystemsvivinoBrown-FormanHelloFreshLCBONestléWhat's on the menu?BerryKitchenSystembolagetBusy Ming GroupAllsetHeyteaHormel FoodsHungryHubRec RecWineaccessChefs' WarehouseGeneral MillsRawsome Pte. Ltd.Monster BeverageFoodishJ.M. SmuckerKraft HeinzTacoFancyThe Report of the WeekBeast IndustriesBeervana InternationalBlue Bottle Coffee *Chi ForestDairyqueenDwellSocialEatsiiEeki FoodsFoxtrotHatcheriHersheyJiumaojiuKellanovaKeurig Green MountainLocal KitchensMcCormickmicroTERRAPanera BreadPerformance Food GroupRVDSS4S TechnologiesSimplyCookTastykakeAnalytical Flavor SystemsMondelezRustybeerUnileverKeurig Dr Pepper (formerly Dr Pepper Snapple Group)Luckin CoffeeMilk MoovementPost HoldingsSimple Love YogurtCal-Maine FoodsBefore BrandsHain Celestial GroupBAMA TEAFlowers FoodsGoodmeGotigerJunlebaoLand O'LakesThree SquirrelsTrader Joe'sMolson Coors BrewingCayenaHillshire BrandsKraft Foods GroupButter SystemsCaterwingsDean FoodsDoor-to-Door OrganicFoodzieHamptons LaneKitchensurfingKitchitLooly'sNew Age Eats
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
Thin 1 Limited public surface area
Emerging 1 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 fruitLCBOAlcoholWhat's on the menu?NYPL human-transcribed historical menu collectionSystembolagetGovornment owned liqour store in SwedenFoodishRandom pictures of food dishesTacoFancyCommunity-driven taco databaseThe Report of the WeekFood & Drink ReviewsRustybeerBeer brewing tools
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
67.3
log-scaled weighted occurrences
Breadth
7.0
spread across providers
Quality lift
15.9
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Where this tag sits
268 providers carry this tag directly, and 498 counting the 11 narrower tags below — 230 more to reach.
Food
145 providers
Beverages
71 providers
Food Service
66 providers
Food Products
0 providers
Snacks
14 providers
Coffee
30 providers
Wine
10 providers
Beer
6 providers
Spirits
11 providers
Alcohol
8 providers
Plant-Based
28 providers
Related tags
Consumer Packaged Goods 81 co-occurrences
Restaurant 51 co-occurrences
Beverages 25 co-occurrences
Direct to Consumer 39 co-occurrences
Universal Commerce Protocol 30 co-occurrences
Food 29 co-occurrences
Shopify 36 co-occurrences
Plant-Based 18 co-occurrences
Where this tag comes from
Provider tag268
Api tag17
Cohort brief
Auto-generatedThe 236 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
236
of 268 in the catalog
Mean Kin Score
14.5
-8.4 vs catalog 22.9
Mean Agent Readiness
7.7
-4.2 vs catalog 11.9
Spread
0–60.1
median 11.1 · σ 11.2
How the 236 split by band
Exemplar 0Strong 2Developing 5Thin 32Emerging 80Minimal 117
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Governance | 5 | 6.3 | -1.3 | 236 |
| Discoverability | 55.5 | 58.1 | -2.6 | 236 |
| Access Clarity | 19.7 | 26.5 | -6.8 | 236 |
| Operational Transparency | 4.1 | 13.7 | -9.6 | 236 |
| Developer Ergonomics | 12.3 | 23.2 | -10.9 | 236 |
| Contract Quality | 5.4 | 17.6 | -12.2 | 236 |
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% | 14% | +7 |
| 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% | 14% | -8 |
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 60.1
- 2 fatsecret 55.2
- 3 Spoonacular 52.9
- 4 Altruistiq 43.9
- 5 Tastewise 43.1
- 6 Nutritionix 41.2
- 7 Opply 40.2
- 8 Crunchtime 38.6
- 9 Edamam 38.3
- 10 Kitchen Stories 38.2
Top by Agent Readiness
- 1 Apicbase 44.6
- 2 Opply 44.4
- 3 Kite Hill 38.9
- 4 Redefine Meat 37.6
- 5 ColdSnap 36
- 6 Kate Farms 35.3
- 7 Mud\Wtr 35.3
- 8 Poppi 34.4
- 9 BulletProof 34.1
- 10 Cometeer 32.9
All 268 members of this roster resolve to a provider in the
catalog; 236 carry a score (88%).
The figures above describe the scored members only.
Coverage caveat. 226 of 236 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 5 October 2026, across 29093 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. 226 of 236 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 5 October 2026, across 29093 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.