Node-RED nodes for LeafEngines Agricultural Intelligence API - Soil analysis, weather, crop recommendations, carbon credits, and MCP integration

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Node-RED nodes for LeafEngines Agricultural Intelligence API. Connect your agricultural/environmental automation workflows to soil analysis, crop recommendations, weather data, carbon credit calculations, and more. This is an agricultural intelligence API; deep canopy, infrastructure destruction, remote/offshore, urban canyon, mining, utilities, wildlife, archaeology. Hardware agnostic. Standard architectures.

Features

  • 20+ Agricultural Intelligence Endpoints - Soil, water, weather, crop, carbon, and AI analysis
  • Tier-Based Access Control - Automatically respects Free, Starter, Pro, and Enterprise rate limits
  • Offline-First Architecture - Built-in caching with formal uncertainty quantification
  • MCP Protocol Support - Compatible with Claude Desktop and other MCP agents
  • Visual Workflow Builder - Drag-and-drop agricultural intelligence automation

  1. Soil Analysis - USDA soil data, satellite intelligence, environmental factors

  2. Crop Recommendations - Optimal crop selection based on soil and climate

  3. Weather Forecasts - Agricultural weather data for planning

  4. Environmental Impact - Carbon footprint, water usage, sustainability analysis

  5. TurboQuant Capabilities - FREE hardware optimization check (no API key required)

  6. Pest Detection - Identify common agricultural pests

  7. Irrigation Scheduling - Water optimization based on weather

  8. Yield Prediction - Crop yield estimates

  9. Market Prices - Agricultural commodity prices

  10. Sustainability Score- Environmental impact assessment

Community Tier

  • soil analysis (properties/pH) by FIPS code; (you select county/state; code is retrieved)
  • Basic crop recommendations.

  • turbo_quant_capabilities tool - No API key required

  • Hardware optimization check

  • TurboQuant compatibility verification

Per Call Tier - Starter

  • All Community tier endpoints plus:
  • territorial-water-quality - EPA water monitoring
  • multi-parameter-planting-calendar - Planting optimization
  • live-agricultural-data - Weather/soil fusion
  • environmental-impact-engine - Risk scoring
  • safe-identification - Plant ID with toxic lookalike warnings

Per Call Tier - Pro

  • All Starter tier endpoints plus:
  • agricultural-intelligence - AI crop recommendations
  • carbon-credit-calculator - Carbon credit estimation
  • generate-vrt-prescription - Variable-rate prescriptions
  • leafengines-query - Natural language interface

Per Call Tier - Enterprise

  • All Pro tier endpoints plus:
  • gpt5-chat - Advanced conversational AI
  • visual-crop-analysis - Visual diagnostics
  • geo-consumption-analytics - Geographic pattern analysis

https://github.com/QWarranto/node-red-contrib-leafengines

https://flows.nodered.org/node/node-red-contrib-leafengines

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