Applications › Farm & Agriculture Management

Farm & Agriculture Management

What 7 leading Farm & Agriculture Management apps are built on: the providers each one ships in its code or lists as an integration, grouped by layer and capability, and joined to the catalog.

7 reference apps 72 providers 15 observed in code 57 declared only 88.9% in the catalog 37.3 mean Kin Score 21 with a verified MCP server

How to read this. observed the integration ships in the app (SDK in a dependency file, source code, or an Android build analysis). declared the app names the integration itself (README, integrations page, store listing). Every row links the source it was read from. Providers not yet in the catalog are marked queued for profiling. Blueprint by API Evangelist, CC BY-NC-SA 4.0. Capabilities marked Turbo EA come from Turbo EA Capabilities by Vincent Verdet, CC BY 4.0 (notice); those marked API Evangelist extension are CC BY-NC-SA 4.0.

domain layer 18 capabilities

Agricultural Inputs Management 6 providers · BC-3550 · Turbo EA

Agricultural Inputs Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Agvance (SSI)	declared [1] [2]	Agworld, Climate FieldView	10.7 minimal	2.5 human-only	—
FarmReady (Bolt, Cart, Shed)	declared [1]	Agworld	32.4 thin	19.0 agent-aware	—
AgVend	declared [1]	Agworld	9.2 minimal	0.0 human-only	unknown
AgVantage	declared [1]	Agworld	7.0 minimal	0.0 human-only	—
Pivot Bio	declared [1]	Climate FieldView	5.9 minimal	0.0 human-only	unknown
WinField United Data Silo	declared [1]	Climate FieldView	5.8 minimal	2.5 human-only	—

Farm Equipment Management 5 providers · BC-3540.30 · Turbo EA

Farm Equipment Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
John Deere Operations Center	declared [1] [2]	Agworld, Climate FieldView	10.8 minimal	0.6 human-only	none found
CNH FieldOps	declared [1]	Agworld	37.4 thin	23.7 agent-aware	unknown
Ag Leader AgFiniti / SMS	declared [1]	Climate FieldView	24.8 emerging	20.5 agent-aware	—
CLAAS	declared [1]	Climate FieldView	18.4 emerging	5.4 agent-aware	—
Raven Slingshot queued for profiling	declared [1]	Agworld	—	—	—

Crop Monitoring and Scouting 4 providers · BC-3500.70 · Turbo EA

Crop Monitoring and Scouting capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
DroneDeploy	declared [1]	Climate FieldView	29.9 thin	17.2 agent-aware	unknown
Sentera	declared [1]	Climate FieldView	27.1 thin	24.6 agent-aware	unknown
Semios	declared [1]	Agworld	7.7 minimal	2.5 human-only	unknown
Intelinair queued for profiling	declared [1]	Climate FieldView	—	—	—

Corporate Insurance Management 3 providers · BC-120.50 · Turbo EA

Corporate Insurance Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Great American Insurance Group	declared [1]	Climate FieldView	20.8 emerging	2.9 human-only	—
Farmers Mutual Hail	declared [1]	Climate FieldView	13.8 emerging	2.9 human-only	—
MyAgData	declared [1]	Climate FieldView	12.8 emerging	0.0 human-only	—

Farm Water & Tank Monitoring 3 providers · AE-934 · API Evangelist extension

Farm Water & Tank Monitoring capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Farmo	declared [1]	AgriWebb	20.3 emerging	7.0 agent-aware	—
Farmbot Monitoring Solutions	declared [1]	AgriWebb	19.2 emerging	17.3 agent-aware	—
Agbot queued for profiling	declared [1]	AgriWebb	—	—	—

Nutrient Management Planning 3 providers · BC-3530.20 · Turbo EA

Nutrient Management Planning capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
SoilOptix	declared [1]	Climate FieldView	35.5 thin	26.4 agent-aware	—
Kingman Ag	declared [1]	Agworld	10.0 minimal	2.5 human-only	—
Pattern Ag	declared [1]	Climate FieldView	5.5 minimal	0.0 human-only	unknown

Weight Gain Recording 3 providers · BC-3510.70.10 · Turbo EA

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Gallagher	declared [1]	AgriWebb	33.8 thin	33.3 agent-ready	—
Te Pari	declared [1]	AgriWebb	18.4 emerging	3.2 human-only	—
Tru-Test (Datamars)	declared [1]	AgriWebb	6.6 minimal	5.4 agent-aware	—

Agri-Environmental Stewardship Management 2 providers · BC-3600 · Turbo EA

Agri-Environmental Stewardship Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Arva Intelligence queued for profiling	declared [1]	Climate FieldView	—	—	—
Regrow queued for profiling	declared [1]	Climate FieldView	—	—	—

Agronomy & Farm Advisory Management 2 providers · BC-3530 · Turbo EA

Agronomy & Farm Advisory Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
TELUS Agriculture	declared [1]	Climate FieldView	50.4 developing	23.9 agent-aware	none found
RCS (Resource Consulting Services)	declared [1]	AgriWebb	6.3 minimal	0.0 human-only	—

Animal Identification Tagging 2 providers · BC-3590.60.10 · Turbo EA

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Shearwell Data	declared [1]	AgriWebb	14.3 emerging	5.4 agent-aware	—
Allflex (MSD Animal Health) queued for profiling	declared [1]	AgriWebb	—	—	—

Satellite & Aerial Imagery 2 providers · AE-120.20.20 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Cibo Labs	declared [1]	AgriWebb	30.8 thin	0.0 human-only	—
Satamap	declared [1]	Agworld	19.3 emerging	2.9 human-only	—

Weather & Environment 2 providers · AE-230.10 · API Evangelist extension

Weather & Environment capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
OpenWeather	observed [1]	LiteFarm	60.4 strong	22.5 agent-aware	verified
Davis Instruments	declared [1]	Agworld	11.4 emerging	7.9 agent-aware	—

Commodity Origination & Merchandising Management 1 providers · BC-3570 · Turbo EA

Commodity Origination & Merchandising Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Combyne	declared [1]	Climate FieldView	18.0 emerging	5.4 agent-aware	—

Crop Production Management 1 providers · BC-3500 · Turbo EA

Crop Production Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Bushel Farm	declared [1]	Climate FieldView	31.4 thin	0.0 human-only	unknown

Hosted Storefronts 1 providers · AE-140.10.10 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Local Line	declared [1]	Farmbrite	19.2 emerging	5.4 agent-aware	—

Irrigation Operations 1 providers · BC-3500.60 · Turbo EA

Irrigation Operations capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Ensemble Scientific (ESCI)	observed [1]	LiteFarm	16.0 emerging	2.5 human-only	—

Online Forms & Survey Collection 1 providers · AE-921 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
SurveyStack	observed [1]	LiteFarm	9.0 minimal	2.5 human-only	—

Permits, Licences & Authorisations Management 1 providers · BC-3240 · Turbo EA

Permits, Licences & Authorisations Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
CalAg queued for profiling	declared [1]	Agworld	—	—	—

common layer 15 capabilities

General Ledger Management 5 providers · BC-200.10 · Turbo EA

General Ledger Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Figured	declared [1] [2]	AgriWebb, Agworld	40.4 developing	21.2 agent-aware	—
Xero	declared [1]	Farmbrite	86.7 exemplar	61.3 agent-native	verified
QuickBooks	declared [1]	Farmbrite	34.2 thin	19.7 agent-aware	verified
Pinion	declared [1]	Agworld	11.1 emerging	14.4 agent-aware	—
Traction Ag queued for profiling	declared [1]	Climate FieldView	—	—	—

Base Map Tiles 3 providers · AE-120.20.10 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Google Maps Platform	observed [1] [2]	LiteFarm, Open Food Network	49.7 developing	24.5 agent-aware	verified
Mapbox	observed [1] [2]	Agworld, farmOS	47.7 developing	45.8 agent-ready	verified
OpenStreetMap	declared [1]	Agworld	44.4 developing	28.8 agent-ready	none found

Payment Processing Management 4 providers · BC-1340.20 · Turbo EA

Payment Processing Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Stripe	observed [1]	Open Food Network	82.7 exemplar	58.5 agent-native	verified
PayPal	observed [1]	Open Food Network	52.9 developing	37.1 agent-ready	verified
GNU Taler	observed [1]	Open Food Network	26.6 thin	12.9 agent-aware	—
Square	declared [1]	Farmbrite	79.7 exemplar	62.8 agent-native	verified

Observability Management 3 providers · BC-4220.20 · Turbo EA

Observability Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Sentry	observed [1]	LiteFarm	80.6 exemplar	50.2 agent-ready	verified
Bugsnag	observed [1]	Open Food Network	78.5 exemplar	53.1 agent-ready	verified
New Relic	observed [1]	Open Food Network	76.7 exemplar	45.7 agent-ready	verified

Project Management 2 providers · BC-900.30 · Turbo EA

Project Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Trello	declared [1]	Farmbrite	74.9 exemplar	28.7 agent-ready	verified
Asana	declared [1]	Farmbrite	74.1 exemplar	53.7 agent-ready	verified

Spreadsheets & No-Code Databases 2 providers · AE-922 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Google Sheets	declared [1]	Farmbrite	57.0 strong	33.0 agent-ready	none found
Microsoft Excel	declared [1]	Farmbrite	51.9 developing	30.2 agent-ready	none found

Storage Management 2 providers · BC-600.50.20 · Turbo EA

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Amazon S3	observed [1]	Open Food Network	70.8 exemplar	23.3 agent-aware	verified
DigitalOcean Spaces	observed [1]	LiteFarm	45.0 developing	44.6 agent-ready	verified

Analytics & BI Management 1 providers · BC-610.50 · Turbo EA

Analytics & BI Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Microsoft Power BI	declared [1]	Agworld	70.7 exemplar	35.2 agent-ready	verified

Email Marketing Sends 1 providers · AE-150.10.20 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Mailchimp	declared [1]	Farmbrite	78.8 exemplar	42.3 agent-ready	none found

Hosted Storefronts 1 providers · AE-140.10.10 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Shopify	declared [1]	Farmbrite	84.6 exemplar	52.5 agent-ready	verified

Internal Communications Management 1 providers · BC-850.10 · Turbo EA

Internal Communications Management capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Slack	declared [1]	Farmbrite	73.2 exemplar	38.7 agent-ready	verified

Mailbox & Calendar Sync 1 providers · AE-150.80 · API Evangelist extension

Mailbox & Calendar Sync capability

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Google Calendar	declared [1]	Farmbrite	48.8 developing	20.7 agent-aware	verified

Social & Federated Login 1 providers · AE-160.10.30 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Google sign-in	observed [1]	LiteFarm	36.8 thin	19.6 agent-aware	none found

Transactional Email 1 providers · AE-150.10.10 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Gmail API	observed [1]	LiteFarm	44.1 developing	19.6 agent-aware	verified

Workflow Automation & iPaaS 1 providers · AE-910 · API Evangelist extension

Provider	Evidence	Apps	Kin Score	Agent readiness	MCP
Zapier	declared [1]	Farmbrite	73.7 exemplar	66.2 agent-ready	verified

Reference apps

farmOS self-hosted

https://github.com/farmOS/farmOS

1 observed · 0 declared

observed ships the Mapbox SDK or integration code source

Read from: dependency manifest, source code, source code

LiteFarm open-source-saas

https://github.com/LiteFarmOrg/LiteFarm

8 observed · 0 declared

observed ships the DigitalOcean Spaces SDK or integration code source
observed ships the Ensemble Scientific (ESCI) SDK or integration code source
observed ships the Gmail API SDK or integration code source
observed ships the Google Maps Platform SDK or integration code source
observed ships the Google sign-in SDK or integration code source
observed ships the OpenWeather SDK or integration code source
observed ships the Sentry SDK or integration code source
observed ships the SurveyStack SDK or integration code source

Read from: dependency manifest, dependency manifest, source code

Open Food Network self-hosted

https://github.com/openfoodfoundation/openfoodnetwork

7 observed · 0 declared

observed ships the Amazon S3 SDK or integration code source
observed ships the Bugsnag SDK or integration code source
observed ships the GNU Taler SDK or integration code source
observed ships the Google Maps Platform SDK or integration code source
observed ships the New Relic SDK or integration code source
observed ships the PayPal SDK or integration code source
observed ships the Stripe SDK or integration code source

Read from: dependency manifest, source code

AgriWebb commercial

https://www.agriwebb.com/

0 observed · 11 declared

declared lists Agbot as an integration source
declared lists Allflex (MSD Animal Health) as an integration source
declared lists Cibo Labs as an integration source
declared lists Farmbot Monitoring Solutions as an integration source
declared lists Farmo as an integration source
declared lists Figured as an integration source
declared lists Gallagher as an integration source
declared lists RCS (Resource Consulting Services) as an integration source
declared lists Shearwell Data as an integration source
declared lists Te Pari as an integration source
declared lists Tru-Test (Datamars) as an integration source

Read from: integrations page

Farmbrite commercial

https://www.farmbrite.com/

0 observed · 13 declared

declared lists Asana as an integration source
declared lists Google Calendar as an integration source
declared lists Google Sheets as an integration source
declared lists Local Line as an integration source
declared lists Mailchimp as an integration source
declared lists Microsoft Excel as an integration source
declared lists QuickBooks as an integration source
declared lists Shopify as an integration source
declared lists Slack as an integration source
declared lists Square as an integration source
declared lists Trello as an integration source
declared lists Xero as an integration source
declared lists Zapier as an integration source

Read from: integrations page

Agworld commercial

https://www.agworld.com/

0 observed · 17 declared

declared lists Agvance (SSI) as an integration source
declared lists AgVantage as an integration source
declared lists AgVend as an integration source
declared lists CalAg as an integration source
declared lists CNH FieldOps as an integration source
declared lists Davis Instruments as an integration source
declared lists FarmReady (Bolt, Cart, Shed) as an integration source
declared lists Figured as an integration source
declared lists John Deere Operations Center as an integration source
declared lists Kingman Ag as an integration source
declared lists Mapbox as an integration source
declared lists Microsoft Power BI as an integration source
declared lists OpenStreetMap as an integration source
declared lists Pinion as an integration source
declared lists Raven Slingshot as an integration source
declared lists Satamap as an integration source
declared lists Semios as an integration source

Read from: integrations page, integrations page

Climate FieldView commercial

https://climate.com/

0 observed · 20 declared

declared lists Ag Leader AgFiniti / SMS as an integration source
declared lists Agvance (SSI) as an integration source
declared lists Arva Intelligence as an integration source
declared lists Bushel Farm as an integration source
declared lists CLAAS as an integration source
declared lists Combyne as an integration source
declared lists DroneDeploy as an integration source
declared lists Farmers Mutual Hail as an integration source
declared lists Great American Insurance Group as an integration source
declared lists Intelinair as an integration source
declared lists John Deere Operations Center as an integration source
declared lists MyAgData as an integration source
declared lists Pattern Ag as an integration source
declared lists Pivot Bio as an integration source
declared lists Regrow as an integration source
declared lists Sentera as an integration source
declared lists SoilOptix as an integration source
declared lists TELUS Agriculture as an integration source
declared lists Traction Ag as an integration source
declared lists WinField United Data Silo as an integration source

Read from: integrations page

What these apps expose to agents

Farmbrite: Farmbrite exposes a REST API and webhooks for custom integrations and connects most apps through Zapier; no MCP server named declared source
farmOS: farmOS core ships a JSON:API (drupal/jsonapi_extras, jsonapi_schema) with OAuth (simple_oauth); no MCP server in the module tree observed source

Where these apps are listed

apple-app-store: Business
apple-app-store: Utilities
google-play: Business
awesome-selfhosted: Community-Supported Agriculture (CSA)