LeafEngines MCP Server — Agricultural Intelligence for AI Agents

Patent-protected soil analysis, crop recommendations, and environmental intelligence via Model Context Protocol. 1,092+ downloads. Works with Claude Desktop, Cursor, OpenClaw, and any MCP-compatible client.

⚡ Get Started Now

Free tier — no signup, no credit card:

• Test key: leaf-test-370df0a2e62e (paste into config, works immediately)
• Free header: x-free-tier: true (no key needed at all)

Ready for production?

• Starter — $149/mo →
• Pro — $499/mo →

Partner Program: Stop building for free. Use our API to sell $100–200 soil reports to local farmers, drone pilots, and GIS communities. You buy each report for $25. Join our Partner Program →

🌾 What It Does

LeafEngines gives AI agents real-time agricultural intelligence from USDA, EPA, and NOAA data:

• Soil Analysis — pH, nutrients, organic matter, drainage, recommendations for any US county
• Crop Recommendations — Location-specific planting advice based on soil and climate
• Environmental Impact — Carbon credits, sustainability scoring, compliance data
• Water Quality — EPA monitoring data and contamination risk assessment
• Climate Insights — NOAA historical records and agricultural forecasting
• TurboQuant Check — Hardware optimization for edge/offline deployment (always free)

🚀 Quick Start

Step 1: Install

npm install -g @ancientwhispers54/leafengines-mcp-server

Step 2: Configure

For Claude Desktop — add to ~/.config/claude-desktop/mcp.json:

{
  "mcpServers": {
    "leafengines": {
      "command": "npx",
      "args": ["@ancientwhispers54/leafengines-mcp-server"],
      "env": {
        "LEAFENGINES_API_KEY": "leaf-test-370df0a2e62e"
      }
    }
  }
}

For Cursor — add to your Cursor MCP configuration with the same API key.

Step 3: Ask

"What's the soil like in Fulton County, Georgia for corn planting?"

Your AI agent will use LeafEngines tools automatically to analyze soil, recommend crops, and provide environmental context.

🔧 Available Tools

| Tool | What It Returns | Tier | |------|----------------|------| | get_soil_analysis | USDA SSURGO soil composition, pH, NPK, drainage, recommendations | Commoditized | | county_lookup | Resolve location names to FIPS codes | Commoditized | | territorial_water_quality | EPA water quality and contamination risk scores | Commoditized | | agricultural_intelligence | AI-powered agricultural insights and recommendations | Enhanced | | safe_identification | Plant identification with toxic lookalike warnings | Enhanced | | carbon_credit_calculator | Carbon credit potential using proprietary models | Proprietary | | generate_vrt_prescription | Variable rate technology prescription maps | Proprietary | | environmental_impact_analysis | Patent-pending Environmental Compatibility Score with satellite data fusion | Exclusive | | planting_optimization | Multi-parameter phenology models for optimal planting windows | Exclusive | | turbo_quant_capabilities | Hardware optimization check — always free, no auth required | Free |

💰 Pricing

Free Tier — No Credit Card

• Test key: leaf-test-370df0a2e62e — works immediately
• Free header: x-free-tier: true — no key needed
• Includes: 3 AI calls/day + 50 data lookups/day. County lookup, water quality, TurboQuant check always free.
• Start free →

Credit Packs — Pay As You Go

| Pack | Price | Credits | Per-Call Rate | Best For | Buy | |------|-------|---------|---------------|----------|-----| | Starter | $10.00 | 1,000 | $0.01/call | Low-volume Telegram users, hobby developers | Buy → | | Pro | $25.00 | 5,000 | $0.005/call | Regular users, n8n/Node-RED integrations | Buy → | | Enterprise | $50.00 | 25,000 | $0.002/call | High-volume users, MCP/Clawhub clients | Buy → |

One-time purchase. Credits never expire. All endpoints unlocked. Data lookups always free.

Monthly Volume Subscriptions

| Plan | Price | What You Get | Best For | Subscribe | |------|-------|--------------|----------|-----------| | Starter | $149/mo | Unlimited AI calls + email support | Small teams, production n8n workflows | Subscribe → | | Pro | $499/mo | Higher throughput + priority support | Growing integrations, MCP servers | Subscribe → | | Enterprise | $1,999/mo | Unlimited volume + custom SLAs + white-label | OEM partners, enterprise deployments | Subscribe → |

International Pricing

|| Region | Starter | Pro | Local Payment Methods | ||--------|---------|-----|----------------------| || United States | $149/mo | $499/mo | Card, Apple Pay, Google Pay, Affirm | || European Union | €135/mo (VAT incl.) | €450/mo (VAT incl.) | Klarna, iDEAL, EPS, Apple/Google Pay | || United Kingdom | £115/mo (VAT incl.) | £385/mo (VAT incl.) | Afterpay/Clearpay, Apple/Google Pay | || Australia | AU$225/mo (GST incl.) | AU$750/mo (GST incl.) | Afterpay, Apple/Google Pay |

🔗 Integration Guides

Claude Desktop

Add to mcp.json as shown in Quick Start above.

OpenClaw

skills:
  leafengines:
    enabled: true
    config:
      api_key: leaf-test-370df0a2e62e
      base_url: https://app.soilsidekickpro.com/api-docs

Cursor

Add to your Cursor MCP configuration with the same API key.

MCP Registry

• Package: io.github.QWarranto/leafengines version 1.1.5+
• Registry: https://registry.modelcontextprotocol.io

📖 Examples

Soil Analysis

User: "What's the soil like in Travis County, Texas?"
AI: [Uses get_soil_analysis] "The soil in Travis County is primarily..."

Crop Planning

User: "Should I plant corn or soybeans on my 100-acre field in Iowa?"
AI: [Uses multiple tools] "Based on soil analysis, water quality, and climate data..."

Environmental Assessment

User: "What's the environmental impact of this property?"
AI: [Uses environmental_impact_analysis + carbon_credit_calculator] "Environmental Compatibility Score: 78/100..."

🎯 Use Cases

For Agronomists & Soil Scientists

• Field analysis — USDA SSURGO data for any US county, instantly
• Carbon credit assessment — Proprietary models for compliance reporting
• Environmental impact scoring — Patent-pending satellite data fusion
• Partner Program: Sell soil reports to your clients →

For Agricultural Consultants

• Client-ready analysis — Soil composition, drainage, NPK recommendations
• Crop optimization — Multi-parameter phenology for planting windows
• Water quality assessment — EPA data with contamination risk scores
• Sell reports to clients: Join Partner Program → (4× markup on $25 wholesale)

For Developers & AI Engineers

• MCP integration — Works with Claude, Cursor, OpenClaw, any MCP client
• TurboQuant optimization — 6x memory compression for edge/offline deployment
• Multi-agent orchestration — 10 tools across 4 pricing tiers
• API access — Direct HTTP calls to Supabase edge functions

🛡️ Enterprise-Grade Governance

• ✅ Complete audit logging — Every tool call tracked with attribution
• ✅ Operations dashboard — Real-time monitoring and anomaly detection
• ✅ PII protection — Automatic sanitization of sensitive data
• ✅ Compliance ready — SOC 2 alignment, export capabilities
• ✅ Session correlation — Trace multi-step agent reasoning

🆓 Free Tier — No Commitment

Two ways to test, zero friction:

1. Test key: leaf-test-370df0a2e62e — paste into config, works immediately
2. Free header: x-free-tier: true — no API key needed at all

What's included:

• Basic soil analysis with county FIPS codes
• USDA soil data access
• TurboQuant capabilities check (always free)
• Enough requests for evaluation and prototyping

🔗 Related Products

• LeafEngines ClawHub Skill — OpenClaw agent integration
• n8n Nodes — n8n business automation
• Node-RED Nodes — IoT/edge automation
• QGIS Plugin — 500,000+ QGIS users (Plugin ID 4987)
• SoilCertify — Professional soil reports, no coding required

📞 Support

• API Documentation: app.soilsidekickpro.com/api-docs
• MCP Documentation: app.soilsidekickpro.com/mcp
• GitHub Issues: github.com/QWarranto/leafengines-claude-mcp/issues
• Email: [email protected]
• Partnerships: [email protected]

📄 License

MIT License — integration code is open source. API service has commercial terms with free tier available. Core algorithms are patent-protected (U.S. #19/320,727, #19/544,827).

🌱 LeafEngines™ | SoilSidekick Pro® | SoilCertify | SoilTech Suite, Inc. Space gives the picture. We give the truth.