AgTech
Variants seen in the corpus:
AgriTechAgriculture TechnologyAgricultural TechnologyAgTech
Providers using this tag (156)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Developing 7 Usable, with meaningful gaps to close
Thin 7 Limited public surface area
Emerging 50 Early or largely undocumented
Farmbot Monitoring SolutionsEcorobotixBiome MakersXAGDeHaatAEssenseGrowsProduce PayN-DripBeewiseAgreenaSiomaAgriAkuElevarmLeaft FoodsFarmers EdgeVestaronAeroFarmsAgworldProviviTraiveGlifeAgroDesign StudiosIndigo Agriculture3Bar BiologicsPickTraceCeresAIAgrofyCombyneTaranisFarmers Business NetworkAcretraderSound AgricultureBlue White RoboticsMonarch TractorHalterAgrageneHeavyConnectCarbon RoboticsApeelKampiAgFunderAgtonomyCropioElo LifeGOOD MeatVerdant RoboticsAgrolendBenson Hill *Freight FarmsJain Irrigation Systems
Minimal 92 Almost no public developer surface
FarmwiseApollo AgricultureComplete FarmerBetter OriginAgvendGreen Eye TechnologyHexafarmsAgro ClubAGToolsAgripediaAgrostarAgrappDeep RootedAgroMatchNofenceQarbotechOrchard RoboticsNinjacartThrive AgritechCultivaetKatchTule TechnologiesWeGrow asiaTreeX RoboticsEnoughXpertseaJohn DeereKula BioAquaexchangeAigenEnko ChemEZ FarmingAgrycoiChaseCropXVosborAgrim WholesaleAndesSemiosAgroUrbanaInariEntocycleFinresNitricityPluton BiosciencesAgristaardaiaTRIC RoboticsVegrowBlue River TechnologyFarMartPivot BioWinField United Data SiloPattern AgBioConsortiaEkomoditiEco GearHaseelWikifarmerAgZenAikenongOhalo GeneticsDecibel BioKuehnle AgroSystemsPlant CartridgeeFisheryChickinFytoGigaCropAgroSpheres10 PercentBear Flag RoboticsinfarmMolagriOctapulseOsyvaPlentyProsperaS4S TechnologiesSabantoStrella BiotechnologyTopXGunBighaatBluefarmkoreaClicampoFarmWiseAgBiomeBoweryFarmeronIron OxOnFarmYnsect
APIs with this tag (0)
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Score breakdown
Frequency
56.0
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
11.2
mean composite of providers using it
Cohesion
43.2
strength of nearest seed neighbor
Where this tag sits
156 providers carry this tag directly, and 183 counting the 2 narrower tags below — 27 more to reach.
Related tags
Agriculture 134 co-occurrences
Precision Agriculture 27 co-occurrences
Farm Management 15 co-occurrences
Farming 10 co-occurrences
Vertical Farming 9 co-occurrences
Sustainability 38 co-occurrences
Agronomy 7 co-occurrences
Indoor Farming 7 co-occurrences
Where this tag comes from
Provider tag156
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) | 31% |
| Aquaculture and Seafood Certification (ASC, BAP, MSC, GSSI) | 25% |
Cohort brief
Auto-generatedThe 136 providers in the APIs.io catalog tagged AgTech, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
136
of 156 in the catalog
Mean Kin Score
12.2
-11.9 vs catalog 24.1
Mean Agent Readiness
4.6
-9.5 vs catalog 14.1
Spread
0–53.3
median 10.1 · σ 10.4
How the 136 split by band
Exemplar 0Strong 0Developing 7Thin 7Emerging 48Minimal 74
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Discoverability | 55 | 59.1 | -4.1 | 136 |
| Contract Governance | 3.5 | 9.7 | -6.2 | 136 |
| Operational Transparency | 3.2 | 13.2 | -10 | 136 |
| Access Clarity | 17.9 | 30 | -12.1 | 136 |
| Contract Quality | 5.9 | 18.6 | -12.7 | 136 |
| Developer Ergonomics | 10 | 24.5 | -14.5 | 136 |
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) | 8% | 18% | -10 |
| MCP server (first-party) | 4% | 16% | -12 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 9% | 13% | -4 |
| Security | 100% | 99% | +1 |
| Arazzo workflows | 0% | 1% | -1 |
| Governance rules | 9% | 36% | -27 |
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 30MHz 53.3
- 2 Climate FieldView 45.1
- 3 701x 44.6
- 4 Agri Info Design 42
- 5 The Climate Corporation 41.6
- 6 Gardin 40.7
- 7 Aquabyte 40
- 8 BeeHero 39.1
- 9 Trimble Agriculture 31.1
- 10 Agrology 30
Top by Agent Readiness
- 1 701x 35.5
- 2 Leaf Agriculture 33.4
- 3 Agri Info Design 32.1
- 4 The Climate Corporation 31.1
- 5 Granular (Corteva Agriscience) 30.5
- 6 Climate FieldView 29.6
- 7 Aquabyte 28.7
- 8 AeroFarms 27.2
- 9 BeeHero 25.5
- 10 30MHz 25
All 156 members of this roster resolve to a provider in the
catalog; 136 carry a score (87%).
The figures above describe the scored members only.
Coverage caveat. 136 of 136 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 14 November 2026, across 41591 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. 136 of 136 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 14 November 2026, across 41591 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.