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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.\n\n## ⚡ Get Started Now\n\n**Free tier — no signup, no credit card:**\n- **Test key:** `leaf-test-370df0a2e62e` (paste into config, works immediately)\n- **Free header:** `x-free-tier: true` (no key needed at all)\n\n**Ready for production?**\n- [Starter — $149/mo →](https://buy.stripe.com/5kQ6oHcB88bR93s8MSaMU04)\n- [Pro — $499/mo →](https://buy.stripe.com/14A6oH7gO3VBcfE1kqaMU05)\n\n**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 →](https://soilcertify.com)\n\n---\n\n## 🌾 What It Does\n\nLeafEngines gives AI agents real-time agricultural intelligence from USDA, EPA, and NOAA data:\n\n- **Soil Analysis** — pH, nutrients, organic matter, drainage, recommendations for any US county\n- **Crop Recommendations** — Location-specific planting advice based on soil and climate\n- **Environmental Impact** — Carbon credits, sustainability scoring, compliance data\n- **Water Quality** — EPA monitoring data and contamination risk assessment\n- **Climate Insights** — NOAA historical records and agricultural forecasting\n- **TurboQuant Check** — Hardware optimization for edge/offline deployment (always free)\n\n## 🚀 Quick Start\n\n### Step 1: Install\n\n```bash\nnpm install -g @ancientwhispers54/leafengines-mcp-server\n```\n\n### Step 2: Configure\n\n**For Claude Desktop** — add to `~/.config/claude-desktop/mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"leafengines\": {\n      \"command\": \"npx\",\n      \"args\": [\"@ancientwhispers54/leafengines-mcp-server\"],\n      \"env\": {\n        \"LEAFENGINES_API_KEY\": \"leaf-test-370df0a2e62e\"\n      }\n    }\n  }\n}\n```\n\n**For Cursor** — add to your Cursor MCP configuration with the same API key.\n\n### Step 3: Ask\n\n> \"What's the soil like in Fulton County, Georgia for corn planting?\"\n\nYour AI agent will use LeafEngines tools automatically to analyze soil, recommend crops, and provide environmental context.\n\n## 🔧 Available Tools\n\n| Tool | What It Returns | Tier |\n|------|----------------|------|\n| `get_soil_data` | USDA SSURGO soil composition, pH, NPK, drainage, recommendations | Commoditized |\n| `county_lookup` | Resolve location names to FIPS codes | Commoditized |\n| `territorial_water_quality` | EPA water quality and contamination risk scores | Commoditized |\n| `agricultural_intelligence` | AI-powered agricultural insights and recommendations | Enhanced |\n| `safe_identification` | Plant identification with toxic lookalike warnings | Enhanced |\n| `carbon_credit_calculator` | Carbon credit potential using proprietary models | Proprietary |\n| `generate_vrt_prescription` | Variable rate technology prescription maps | Proprietary |\n| `environmental_impact_analysis` | Patent-pending Environmental Compatibility Score with satellite data fusion | Exclusive |\n| `turbo_quant_capabilities` | Hardware optimization check — **always free, no auth required** | Free |\n\n> **9 active tools** across 4 pricing tiers (planting_optimization under maintenance — disabled upstream).\n\n## 💰 Pricing\n\n### Free Tier — No Credit Card\n- **Test key:** `leaf-test-370df0a2e62e` — works immediately\n- **Free header:** `x-free-tier: true` — no key needed\n- **Includes:** 3 AI calls/day + 50 data lookups/day. County lookup, water quality, TurboQuant check always free.\n- [Start free →](https://soilcertify.com)\n\n### Credit Packs — Pay As You Go\n\n| Pack | Price | Credits | Per-Call Rate | Best For | Buy |\n|------|-------|---------|---------------|----------|-----|\n| Starter | $10.00 | 1,000 | $0.01/call | Low-volume Telegram users, hobby developers | [Buy →](https://buy.stripe.com/3cIdR99oWajZdjI6EKaMU07) |\n| Pro | $25.00 | 5,000 | $0.005/call | Regular users, n8n/Node-RED integrations | [Buy →](https://buy.stripe.com/7sY28reJg1NtenM8MSaMU0b) |\n| Enterprise | $50.00 | 25,000 | $0.002/call | High-volume users, MCP/Clawhub clients | [Buy →](https://buy.stripe.com/3cIeVd9oW1NtgvU1kqaMU09) |\n\n> One-time purchase. Credits never expire. All endpoints unlocked. Data lookups always free.\n\n### Monthly Volume Subscriptions\n\n| Plan | Price | What You Get | Best For | Subscribe |\n|------|-------|--------------|----------|-----------|\n| Starter | $149/mo | Unlimited AI calls + email support | Small teams, production n8n workflows | [Subscribe →](https://buy.stripe.com/5kQ6oHcB88bR93s8MSaMU04) |\n| Pro | $499/mo | Higher throughput + priority support | Growing integrations, MCP servers | [Subscribe →](https://buy.stripe.com/14A6oH7gO3VBcfE1kqaMU05) |\n| Enterprise | $1,999/mo | Unlimited volume + custom SLAs + white-label | OEM partners, enterprise deployments | [Subscribe →](https://buy.stripe.com/eVqaEXfNkajZ6Vk0gmaMU06) |\n\n\n### International Pricing\n\n|| Region | Starter | Pro | Local Payment Methods |\n||--------|---------|-----|----------------------|\n|| **United States** | $149/mo | $499/mo | Card, Apple Pay, Google Pay, Affirm |\n|| **European Union** | €135/mo (VAT incl.) | €450/mo (VAT incl.) | Klarna, iDEAL, EPS, Apple/Google Pay |\n|| **United Kingdom** | £115/mo (VAT incl.) | £385/mo (VAT incl.) | Afterpay/Clearpay, Apple/Google Pay |\n|| **Australia** | AU$225/mo (GST incl.) | AU$750/mo (GST incl.) | Afterpay, Apple/Google Pay |\n\n## 🔗 Integration Guides\n\n### Claude Desktop\nAdd to `mcp.json` as shown in Quick Start above.\n\n### OpenClaw\n```yaml\nskills:\n  leafengines:\n    enabled: true\n    config:\n      api_key: leaf-test-370df0a2e62e\n      base_url: https://app.soilsidekickpro.com/api-docs\n```\n\n### Cursor\nAdd to your Cursor MCP configuration with the same API key.\n\n### MCP Registry\n- **Package:** `io.github.QWarranto/leafengines` v2.0.8 — latest\n- **Official Registry:** [registry.modelcontextprotocol.io](https://registry.modelcontextprotocol.io)\n- **GitHub Registry:** Inclusion requested — [github.com/mcp](https://github.com/mcp) (would be first AgTech server)\n\n## 📖 Examples\n\n### Soil Analysis\n```\nUser: \"What's the soil like in Travis County, Texas?\"\nAI: [Uses get_soil_data] \"The soil in Travis County is primarily...\"\n```\n\n### Crop Planning\n```\nUser: \"Should I plant corn or soybeans on my 100-acre field in Iowa?\"\nAI: [Uses multiple tools] \"Based on soil analysis, water quality, and climate data...\"\n```\n\n### Environmental Assessment\n```\nUser: \"What's the environmental impact of this property?\"\nAI: [Uses environmental_impact_analysis + carbon_credit_calculator] \"Environmental Compatibility Score: 78/100...\"\n```\n\n## 🎯 Use Cases\n\n### For Agronomists & Soil Scientists\n- **Field analysis** — USDA SSURGO data for any US county, instantly\n- **Carbon credit assessment** — Proprietary models for compliance reporting\n- **Environmental impact scoring** — Patent-pending satellite data fusion\n- **Partner Program:** [Sell soil reports to your clients →](https://soilcertify.com)\n\n### For Agricultural Consultants\n- **Client-ready analysis** — Soil composition, drainage, NPK recommendations\n- **Crop optimization** — Multi-parameter phenology for planting windows\n- **Water quality assessment** — EPA data with contamination risk scores\n- **Sell reports to clients:** [Join Partner Program →](https://soilcertify.com) (4× markup on $25 wholesale)\n\n### For Developers & AI Engineers\n- **MCP integration** — Works with Claude, Cursor, OpenClaw, any MCP client\n- **TurboQuant optimization** — 6x memory compression for edge/offline deployment\n- **Multi-agent orchestration** — 9 tools across 4 pricing tiers\n- **API access** — Direct HTTP calls to Supabase edge functions\n\n## 🛡️ Enterprise-Grade Governance\n\n- ✅ **Complete audit logging** — Every tool call tracked with attribution\n- ✅ **Operations dashboard** — Real-time monitoring and anomaly detection\n- ✅ **PII protection** — Automatic sanitization of sensitive data\n- ✅ **Compliance ready** — SOC 2 alignment, export capabilities\n- ✅ **Session correlation** — Trace multi-step agent reasoning\n\n## 🆓 Free Tier — No Commitment\n\n**Two ways to test, zero friction:**\n1. **Test key:** `leaf-test-370df0a2e62e` — paste into config, works immediately\n2. **Free header:** `x-free-tier: true` — no API key needed at all\n\n**What's included:**\n- Basic soil analysis with county FIPS codes\n- USDA soil data access\n- TurboQuant capabilities check (always free)\n- Enough requests for evaluation and prototyping\n\n## 🔗 Related Products\n\n- **[LeafEngines ClawHub Skill](https://github.com/QWarranto/leafengines-clawhub-skill)** — OpenClaw agent integration\n- **[n8n Nodes](https://github.com/QWarranto/n8n-nodes-leafengines)** — n8n business automation\n- **[Node-RED Nodes](https://github.com/QWarranto/node-red-contrib-leafengines)** — IoT/edge automation\n- **[QGIS Plugin](https://plugins.qgis.org/plugins/qgis_leafengines/)** — 500,000+ QGIS users (Plugin ID 4987)\n- **[SoilCertify](https://soilcertify.com)** — Professional soil reports, no coding required\n\n## 📞 Support\n\n- **API Documentation:** [app.soilsidekickpro.com/api-docs](https://app.soilsidekickpro.com/api-docs)\n- **MCP Documentation:** [app.soilsidekickpro.com/mcp](https://app.soilsidekickpro.com/mcp)\n- **GitHub Issues:** [github.com/QWarranto/leafengines-claude-mcp/issues](https://github.com/QWarranto/leafengines-claude-mcp/issues)\n- **Email:** support@soilsidekickpro.com\n- **Partnerships:** partnerships@leafengines.com\n\n## 📄 License\n\nMIT 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).\n\n---\n\n🌱 **LeafEngines™** | SoilSidekick Pro® | SoilCertify | SoilTech Suite, Inc.\n*Space gives the picture. We give the truth.*\n","readmeFilename":"README.md"}