Agriculture
Providers using this tag (299)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Developing 17 Usable, with meaningful gaps to close
Thin 31 Limited public surface area
AgStack FoundationAgricultural Statistics ServiceForest ServiceAnimal and Plant Health Inspection ServiceUnited States Department of AgricultureAgricultural Marketing ServiceTrimble AgricultureUSDABushelEurostatUSDA Agricultural Research Service (ARS)National Agricultural LibraryHitchPinAgrologyHydrosatTreflefarmOSCNHProemionAgrioBanQuLI-COR IntermediateBeeHeroAgromonitoringArcher Daniels MidlandGranular (Corteva Agriscience)AgrovisionCarbonFarmBlynkAarav Unmanned Systems (Aereo)Oishii
Emerging 67 Early or largely undocumented
FAO FAOSTATFarmers EdgeNatural Resources Conservation ServiceBurro developsEOS Data AnalyticsSyngentaIndigo AgricultureSatSureSound AgricultureCropioAgreenasapjilcodingProviviLa Ruche qui dit Oui!VestaronAeroFarmsEarthOpticsFarm Credit AdministrationWyvernArbolAgerpointAmbrookGotham GreensDecisionNextTraiveIngredionAgroDesign StudiosThe AndersonsUniversiti Putra MalaysiaTridge3Bar BiologicsEcorobotixAptimizTaranisFarmLogsBiome MakersFarmers Business NetworkCeresAIBarn2DoorAgrofyJalaPickTraceXAGAgrageneMonarch TractorTealetAcretraderAEssenseGrowsHeavyConnectBeewiseBinsentryReelData AIDeHaatCibotechnologiesMTech SystemsBlue White RoboticsFreshketProduce PayHalterAgrolendN-DripAgrifulCarbon RoboticsValmont IndustriesAvenewsBayerSeso
Minimal 184 Almost no public developer surface
Hippo HarvestProfluentSiomaElo LifeApollo AgricultureCalystaenergyAgworldApheabioEZ FarmingAigenFinresiChaseSemiosPropagate VenturesInariWindfall BioRabobankCentral Coast AgricultureEkomoditiNational Institute of Food and AgricultureSynphonyAikenongBoson MotorsPlant CartridgeCortevaBiolumicBiocharnowMolagriAspirefoodgroupSunFarmerLand O'LakesBoweryOnFarmJohn DeereBenson Hill BiosystemsAgriAkuEat JustFMCMoleaerPharmaCann4D BiosCibusmPower SocialVerdant RoboticsAgtonomyElevarmFreight FarmsMycoTechnologyJain Irrigation SystemsAlliance One InternationalBenson Hill *The Scotts Miracle-Gro CompanyAGToolsComplete FarmerCropConexStellappsBetter OriginKula BioPlantible FoodsAgvendGreen Eye TechnologyFarmwiseCF Industries HoldingsMEQ SolutionsAgrim WholesaleAgro ClubCalyxiaHexafarmsWheelocityVosborKarnottCropXHiphen PlantAgrycoFarm Service AgencyAgrappEnko ChemGrubmarketfeld.energySiloAndesPluton BiosciencesSmallholdAerodyneUniversal CorporationAgripediaBindbridgeVegrowAAKAgristAgroUrbanaBrumbyMosa MeatBlue River TechnologySanderson FarmsSeedsightBrightFarmsCHSFarMartSundayAgrostaraardaiaBotalysPykaTRIC RoboticsPivot BioKubotaClimavisionBioConsortiaDeep RootedPattern AgPoultry syncAgroMatchNofenceQarbotechWikifarmerAnimalindustrydatakoreaAgZenOrchard RoboticsDecibel BioBlue Ocean BarnsInRiskOhalo GeneticsKuva SpacePlantdBotanical SolutionChickinFox-TechFytoGigaCropLithos CarbonNinjacartSamunnatiMonsantoTidal VisionLansing Trade GroupAgroSpheresBear Flag RoboticsCh4 GlobalCocampoGAGO GroupinfarmmicroTERRAOmeatOrbicle BioPlantnerPlentyProsperaStrella BiotechnologyTopXGunTractor SupplyTule TechnologiesWeGrow asiaBcfbirdcagefoodsBighaatBluefarmkoreaCavinChobanifoodincubatorClicampoCroptimistictechnologyStableAIForce TechnologyBiopheroMilk MoovementThrive AgritechTitan MachineryCal-Maine FoodsGreen Plains10 PercentCultivaetKatchSabantoADM LabsAdvanced Farm TechnologiesCalifiafarms2DataplorchapaincAgBiomeAgLocalAgriproteinDescartes LabsFarmeronGro IntelligenceIron OxYnsect
APIs with this tag (37)
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 3 Usable, with meaningful gaps to close
DTN Point Forecast APIDTN Point Forecast API delivers high-quality weather forecasts for specified locations. Provides hourly and...USDA ERS Data APIsAccess ERS data products in machine-readable formats for analysis or integration into your own applications...USDA ERS Geospatial APIsIntegrate ERS map layers into the GIS package of your choice, on their own or mashed up with other geospati...
Thin 9 Limited public surface area
Weatherbit Ag-Weather APIAgricultural weather data using the GLDAS re-analysis with global coverage at 0.25-degree resolution. Inclu...Agricultural Commodity Import Requirements (ACIR)The Agricultural Commodity Import Requirements (ACIR) system provides searchable access to APHIS import req...APHIS and AMS Geospatial HubThe APHIS and AMS Geospatial Hub is the public geospatial surface of USDA Marketing and Regulatory Programs...APHIS eFile Permitting SystemAPHIS eFile is the web-based permitting system for submitting animal and plant health import/export permit ...APHIS Public Search ToolThe APHIS Public Search Tool provides public access to search APHIS program data, permits, and regulatory i...USDA AMS LMPRS API (Livestock Mandatory Price Reporting)The Livestock Mandatory Price Reporting System (LMPRS) API provides programmatic access to federally mandat...USDA Local Food Directories APIThe USDA Local Food Directories API provides data sharing access to directory information for farmers marke...Trimble Agriculture Telematics APIThe Trimble Agriculture Telematics API provides access to real-time and historical equipment telematics dat...Granular Insights APIGranular Insights provides analytics and reporting APIs for farm operations, enabling agronomic analysis, y...
Emerging 13 Early or largely undocumented
Farm Machinery and Equipment APIFarm Machinery and Equipment API is a vast repository of farm machinery data, technical details, specificat...Korean Agriculture Market Data MCP ServerModel Context Protocol server io.github.SongT-50/korean-agriculture-mcp (official MCP registry, active, 1.0...Provivi Content GraphQL APIThe KeystoneJS 5 headless-CMS GraphQL backend that serves the provivi.com marketing site. It exposes 199 ty...FAOSTAT Bulk Download APIAPI for bulk downloading complete datasets for any FAOSTAT domain as zipped CSV files. The catalog endpoint...EarthOptics Platform APIPrivate REST API backing the EarthOptics customer application (360 PRO dashboard) at app.earthoptics.com. S...FCA Farm Credit System Map ServicesPublic, anonymous Esri ArcGIS Server 12.0 REST services publishing the geography of the Farm Credit System:...Agerpoint Cloud APILive REST/JSON API behind Agerpoint Cloud and the Agerpoint Capture apps, served from cloudapi.agerpoint.co...Tridge Data & Analytics APITridge advertises a commercial API for integrating its global agri-food price and trade data into a custome...Bloomberg Commodity Index (BCOM)Access Bloomberg Commodity Index data including futures-based commodity index returns, constituent weights,...Ecorobotix Portal APIThe authenticated REST API behind the Ecorobotix cloud portal at portal.ecorobotix.cloud, which customers u...Agrofy Marketplace APIAgrofy Developers is the company's marketed partner-integration program for marketplace sellers — listing m...XAG Open PlatformXAG's developer Open Platform (Chinese-language) integrating application management, device data authorizat...MTech SystemsMTech Systems supply chain data management platform with AI and BI capabilities for poultry and animal prot...
Minimal 11 Almost no public developer surface
John Deere APIThe John Deere API allows developers to access and integrate data from John Deere's connected agricultural ...FMC Arc Farm IntelligenceArc farm intelligence is FMC's precision agriculture platform combining in-field sensors, predictive pest p...FMC BiologicalsFMC's "Biologicals by FMC" platform spans biopesticides (Quartzo, Presence, Zironar), biostimulants (Accudo...FMC FungicidesFMC's fungicide line includes fluindapyr-powered Adastrio and Onsuva brands plus Lucento and Xyway product ...FMC HerbicidesFMC's herbicide portfolio spans preemergence and postemergence chemistries including sulfentrazone, clomazo...FMC InsecticidesFMC's insecticide and miticide portfolio includes diamide chemistry (Rynaxypyr, Cyazypyr active ingredients...FMC Pheromone SolutionsSofero is FMC's row-crop pheromone platform built on technology from the 2022 acquisition of Argentina-base...FMC Seed TreatmentsFMC seed treatment products including Ethos, Lucento, and Quartzo provide seed-applied insect, disease, and...Hiphen Plant APIThe Hiphen Plant API provides access to image analytics capabilities for agricultural research, enabling pr...Farm Service AgencyAs directed by the OPEN (Open, Public, Electronic, and Necessary) Government Data Act and through its commi...Gro Intelligence API (retired)Read-only REST API over the Gro ontology and its agricultural, climate and trade time series. Every operati...
Companies reaching this through an API (4)
These companies publish an API, specification or operation carrying “Agriculture” 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
68.1
log-scaled weighted occurrences
Breadth
6.7
spread across providers
Quality lift
13.8
mean composite of providers using it
Cohesion
7.7
strength of nearest seed neighbor
Where this tag sits
299 providers carry this tag directly, and 323 counting the 7 narrower tags below — 24 more to reach.
AgTech
150 providers
Controlled Environment Agriculture
10 providers
Crop Protection
13 providers
Farm Management
22 providers
Livestock
15 providers
Precision Agriculture
33 providers
Vertical Farming
11 providers
Related tags
AgTech 130 co-occurrences
Precision Agriculture 34 co-occurrences
Food 33 co-occurrences
Farm Management 22 co-occurrences
Sustainability 60 co-occurrences
Remote Sensing 17 co-occurrences
Livestock 14 co-occurrences
Commodities 15 co-occurrences
Where this tag comes from
Provider tag301
Api tag37
Openapi tag1
Openapi op tag2
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 |
|---|---|
| Agriculture and Food (Farm Data, Nutrition) | 70% |
Cohort brief
Auto-generatedThe 269 providers in the APIs.io catalog tagged Agriculture, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
269
of 299 in the catalog
Mean Kin Score
14.3
-7.9 vs catalog 22.2
Mean Agent Readiness
6.7
-5.3 vs catalog 12
Spread
0–52.6
median 9.9 · σ 11.9
How the 269 split by band
Exemplar 0Strong 0Developing 17Thin 31Emerging 66Minimal 155
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Governance | 4.2 | 6.5 | -2.3 | 269 |
| Discoverability | 55.2 | 57.9 | -2.7 | 269 |
| Contract Quality | 9 | 17.2 | -8.2 | 269 |
| Access Clarity | 15.6 | 23.9 | -8.3 | 269 |
| Operational Transparency | 4.1 | 13 | -8.9 | 269 |
| Developer Ergonomics | 13.2 | 23.2 | -10 | 269 |
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) | 7% | 13% | -6 |
| MCP server (first-party) | 4% | 12% | -8 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 9% | 11% | -2 |
| Security | 100% | 98% | +2 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 8% | 16% | -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 Rett fra Bonden 52.6
- 2 30MHz 52
- 3 DTN 50.9
- 4 Barchart 46.4
- 5 Wageningen University & Research 46.2
- 6 Piknik.Spot 45.9
- 7 Agco 43.3
- 8 ClimateAI 42.9
- 9 University of Minnesota 41.9
- 10 Canix 41.4
Top by Agent Readiness
- 1 Piknik.Spot 56.7
- 2 Canix 47.4
- 3 Archer Daniels Midland 46.3
- 4 Rett fra Bonden 43.9
- 5 CarbonFarm 36.6
- 6 701x 35.5
- 7 Agricultural Marketing Service 35.4
- 8 Agricultural Statistics Service 33.5
- 9 Aarav Unmanned Systems (Aereo) 33.5
- 10 Agri Info Design 32.1
All 299 members of this roster resolve to a provider in the
catalog; 269 carry a score (90%).
The figures above describe the scored members only.
Coverage caveat. 259 of 269 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 24 October 2026, across 31984 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. 259 of 269 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 24 October 2026, across 31984 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.