Agriculture Python Packages

agronaut

An open-source AI agronomy agent that runs locally on your own machine or server, reaches you on Telegram and WhatsApp, and computes aquaponics system designs from a deterministic, source-cited engineering core instead of guessing them.

2K 4 14

agribound

An AI-powered field boundary delineation toolkit combining satellite foundation models, embeddings, and global training data for accurate agricultural parcel/field boundary mapping.

2K 90 13

kilimo-mcp

MCP server for Kenya precision agriculture — crop calendar, fertilizer, pest alerts, KALRO varieties. 6 tools.

1K 0 0

flahax

Choose fertilizer salts and grams per litre for a fixed crop formula.

1K 0 0

kadipy

Une bibliothèque Python conçue pour les agronomes, chercheurs et développeurs travaillant sur les données agricoles au Bénin et en Afrique de l'Ouest.

980 5 4

agri-jax

Differentiable, batch-parallel field-scale crop-soil models in JAX (CERES-Maize + RZWQM-style soil water/PET). pip install agrijax

740 2 0

eurocropsml

EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.

678 31 3

pyafipws

Factura Electrónica AFIP y otros servicios web (proyecto software libre) — Interfases, tools and apps for Argentina's gov't. webservices (soap, com/dll simil-ocx, pdf, dbf, xml, json, etc.) #python

656 365 280

cropforge

CropForge is an open-source, code-first virtual farm runtime that enables agricultural researchers to define, execute, and visually analyse crop simulations entirely from Python code. It is distributed as a pip-installable package and runs completely on the researcher's local machine.

480 13 3

agrijax

Differentiable, batch-parallel field-scale crop-soil models in JAX (CERES-Maize + RZWQM-style soil water/PET). pip install agrijax

476 2 0

agriculture-mcp-server

MCP server for agriculture data — soil conditions, crop weather, climate history, global statistics, food products

415 1 0

turba-models

Model package for loading pretrained soil fertility and fertilizer recommendation models for Morocco.

414 5 2

agralogics

Hierarchical pest and disease modeling framework for AgStack (Linux Foundation). 13 models, 19 crops, 54 threats. Python wheel + FastAPI + MCP server.

407 1 1

fields2cover

Robust and efficient coverage paths for autonomous agricultural vehicles. A modular and extensible Coverage Path Planning library

372 909 206

soildb

Python client for USDA-NRCS Soil Data

365 8 1

nsip-mcp-server

Python client for the NSIP (National Sheep Improvement Program) Search API - reverse-engineered from nsipsearch.nsip.org

358 1 1

africa-coord-bus

Coordination event bus connecting MCP servers for East Africa — drought alerts, health cascades, agricultural advisories. The missing layer between 31 isolated tools.

348 0 0

terraflow-agro

Reproducible, uncertainty-aware geospatial suitability pipeline for agriculture + optional GeoAI engine (terraflow geoai {fields,landcover,canopy}) — Ordinary Kriging + LOOCV variogram, Monte-Carlo CIs, Sobol/Morris sensitivity, spatial block CV, deterministic run fingerprints

314 5 4

pycropwat

A Python Package for Computing Effective Precipitation Using Google Earth Engine Climate Data.

287 8 1