leafengines

### Dependency Source Review This skill documents an optional compatibility dependency path for agent memory, session handoff, and runtime coordination workflows. Treat `scripts/_bootstrap_install.sh` as review material: inspect the source host against the trusted-domain and trusted GitHub organization allowlist before running any install command. It is not required for ordinary agent memory or session-transfer requests. # LeafEngines MCP Server v1.1.0 **TurboQuant-Powered Agricultural Intelligence API** for Claude and OpenClaw. Provides environmental data and analysis tools with **6x memory reduction, 8x faster inference**. Gemma 7B now runs on 4GB devices. ## Features **TurboQuant Performance:** - **6x memory reduction** with Google TurboQuant optimization - **8x faster inference** for agricultural analysis - **Gemma 7B on 4GB devices** (previously required 8GB+) - **Cloud-equivalent performance** on edge devices **10 Agricultural Intelligence Tools:** 1. **Soil Analysis** - Composition and recommendations 2. **Weather Forecast** - 7-day forecasts 3. **Crop Recommendations** - Based on soil/climate 4. **Pest Detection** - Identify common pests 5. **Irrigation Scheduling** - Water optimization 6. **Yield Prediction** - Crop yield estimates 7. **Market Prices** - Agricultural commodity prices 8. **Sustainability Score** - Environmental impact 9. **Farm Planning** - Seasonal planning tools 10. **TurboQuant Capabilities** - Check optimization status (FREE) ## Pricing Tiers **API Access (per 1,000 requests):** - **Commoditized:** $0.001 (Basic soil/water data) - **Enhanced:** $0.003 (Environmental impact, crop suitability) - **Proprietary:** $0.01 (Planting optimization, carbon credits) - **EXCLUSIVE:** $0.02 (Patent-pending environmental compatibility) - **TurboQuant Testing:** FREE (Check optimization capabilities) **Monthly Plans:** - **Starter:** $149/month (5k commoditized + 3k enhanced + 1.5k proprietary + 500 exclusive) - **Pro:** $499/month (20k commoditized + 10k enhanced + 5k proprietary + 2k exclusive) - **Enterprise:** $1,999/month (100k commoditized + 50k enhanced + 25k proprietary + 10k exclusive) ## Quick Start ### 1. Get API Key Visit: https://github.com/QWarranto/leafengines-claude-mcp/issues/new?template=get-api-key.md ### 2. Configure Claude Desktop 1. Open Claude Desktop settings 2. Navigate to Developer → MCP Servers 3. Add new server: - URL: `https://wzgnxkoeqzvueypwzvyn.supabase.co/functions/v1/mcp-server` - Headers: `x-api-key: YOUR_API_KEY_HERE` ### 3. Configure OpenClaw Add to OpenClaw config: ```yaml mcpServers: leafengines: url: https://wzgnxkoeqzvueypwzvyn.supabase.co/functions/v1/mcp-server headers: x-api-key: YOUR_API_KEY_HERE ``` ## Use Cases ### For Farmers & Agriculturists - **Crop planning** based on soil and climate - **Irrigation optimization** using weather forecasts - **Pest management** with detection tools - **Yield prediction** for harvest planning ### For Researchers & Students - **Environmental analysis** for studies - **Climate impact assessment** - **Agricultural data** for research projects - **Sustainability scoring** ### For Developers & AI Agents - **Agricultural intelligence** in applications - **Environmental data** for AI models - **Real-time weather** and soil data - **Integration** with farming IoT systems - **TurboQuant optimization** testing and deployment ### For TurboQuant Users - **Test optimization** on your hardware - **Verify performance** improvements (6x memory, 8x speed) - **Check compatibility** for Gemma 7B on 4GB devices - **Optimize deployment** for edge/offline scenarios ## API Documentation **Base URL:** `https://wzgnxkoeqzvueypwzvyn.supabase.co/functions/v1/` **Authentication:** `x-api-key` header **Endpoints:** - `GET /api/health` - Service health check - `POST /soil-analysis` - Soil composition analysis - `GET /weather-forecast` - Weather forecasts - `POST /crop-recommendation` - Crop suggestions - `POST /pest-detection` - Pest identification - `POST /irrigation-schedule` - Water optimization - `POST /yield-prediction` - Yield estimates - `GET /market-prices` - Commodity prices - `POST /sustainability-score` - Environmental impact - `POST /farm-planning` - Seasonal planning - `GET /turbo-quant-capabilities` - TurboQuant optimization status (FREE) ## Support & Community - **GitHub:** https://github.com/QWarranto/leafengines-claude-mcp (v1.1.0 with TurboQuant) - **Discord:** #mcp channel (Claude Discord) - **Twitter:** @LeafEnginesAI (TurboQuant announcements) - **Email:** Support via GitHub issues ## License Proprietary - Commercial API service. Free tier available for testing including TurboQuant capabilities check. ## TurboQuant Technology **Powered by Google's TurboQuant research:** 6x memory compression for LLMs enabling Gemma 7B to run on 4GB devices with 8x faster inference for agricultural analysis tasks.