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@ancientwhispers54/leafengines-mcp-server

LeafEngines MCP Server — Patent-protected agricultural intelligence for AI agents. 1,092+ downloads. Free tier with test key leaf-test-370df0a2e62e. Soil analysis, crop recommendations, environmental intelligence from USDA, EPA, NOAA data. Works with Clau

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LeafEngines MCP Server — Agricultural Intelligence for AI Agents

🏆 Global Startup Awards 2026 — North America Regional Nominee

Patent-protected soil analysis, crop recommendations, and environmental intelligence via Model Context Protocol. 1,300+ downloads. Published on the Official MCP Registry (v2.0.8). GitHub MCP Registry included (io.github.QWarranto/leafengines). A-Excellent verified on MCP World (June 2026) — QGIS approved (ID 4987) · SDK v3.0 hardware-ready · 750+ developers.

⚡ 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

ToolWhat It ReturnsTier
get_soil_dataUSDA SSURGO soil composition, pH, NPK, drainage, recommendationsCommoditized
county_lookupResolve location names to FIPS codesCommoditized
territorial_water_qualityEPA water quality and contamination risk scoresCommoditized
agricultural_intelligenceAI-powered agricultural insights and recommendationsEnhanced
safe_identificationPlant identification with toxic lookalike warningsEnhanced
carbon_credit_calculatorCarbon credit potential using proprietary modelsProprietary
generate_vrt_prescriptionVariable rate technology prescription mapsProprietary
environmental_impact_analysisPatent-pending Environmental Compatibility Score with satellite data fusionExclusive
turbo_quant_capabilitiesHardware optimization check — always free, no auth requiredFree

9 active tools across 4 pricing tiers (planting_optimization under maintenance — disabled upstream).

💰 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

PackPriceCreditsPer-Call RateBest ForBuy
Starter$10.001,000$0.01/callLow-volume Telegram users, hobby developersBuy →
Pro$25.005,000$0.005/callRegular users, n8n/Node-RED integrationsBuy →
Enterprise$50.0025,000$0.002/callHigh-volume users, MCP/Clawhub clientsBuy →

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

Monthly Volume Subscriptions

PlanPriceWhat You GetBest ForSubscribe
Starter$149/moUnlimited AI calls + email supportSmall teams, production n8n workflowsSubscribe →
Pro$499/moHigher throughput + priority supportGrowing integrations, MCP serversSubscribe →
Enterprise$1,999/moUnlimited volume + custom SLAs + white-labelOEM partners, enterprise deploymentsSubscribe →

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

📖 Examples

Soil Analysis

User: "What's the soil like in Travis County, Texas?"
AI: [Uses get_soil_data] "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 — 9 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:

  • Test key: leaf-test-370df0a2e62e — paste into config, works immediately
  • 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

📞 Support

📄 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.

Keywords

mcp

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Package last updated on 02 Jul 2026

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