- name
- leafengines
- version
- 1.1.0
- description
- LeafEngines - TurboQuant-Powered Environmental/Agricultural API. MCP Server v1.1.0 providing agricultural intelligence for Claude and OpenClaw with 6x memory reduction, 8x faster inference. 10 tools for soil analysis, environmental compliance, planting optimization, carbon credit calculation, and TurboQuant capabilities.
- homepage
- https://github.com/QWarranto/leafengines-claude-mcp
- metadata
- {"openclaw":{"emoji":"🌱","os":["darwin","linux"],"requires":{"bins":["node","npm"]},"install":[{"id":"claude-desktop","kind":"manual","steps":["1. Open Claude Desktop settings","2. Navigate to Developer → MCP Servers","3. Add new server with URL: https://wzgnxkoeqzvueypwzvyn.supabase.co/functions/v1/mcp-server","4. Add x-api-key header with your API key"],"label":"Configure in Claude Desktop"},{"id":"openclaw-mcp","kind":"manual","steps":["1. Get API key from https://github.com/QWarranto/leafengines-claude-mcp/issues/new?template=get-api-key.md","2. Configure MCP server in OpenClaw config"],"label":"Configure in OpenClaw"}],"mcp":{"server":"https://wzgnxkoeqzvueypwzvyn.supabase.co/functions/v1/mcp-server","headers":{"x-api-key":"YOUR_API_KEY_HERE"},"tools":[{"name":"soil_analysis","description":"Analyze soil composition and provide recommendations. Use when Claude needs soil data for agricultural planning, crop selection, or land assessment.","inputSchema":{"type":"object","properties":{"latitude":{"type":"number","description":"Latitude coordinate"},"longitude":{"type":"number","description":"Longitude coordinate"},"soil_type":{"type":"string","description":"Optional: Known soil type"}},"required":["latitude","longitude"]}},{"name":"weather_forecast","description":"Get weather forecast for location. Use when Claude needs weather data for agricultural planning, irrigation scheduling, or crop protection.","inputSchema":{"type":"object","properties":{"latitude":{"type":"number","description":"Latitude coordinate"},"longitude":{"type":"number","description":"Longitude coordinate"},"days":{"type":"number","description":"Forecast days (1-7)","default":3}},"required":["latitude","longitude"]}},{"name":"crop_recommendation","description":"Recommend crops based on soil and climate. Use when Claude needs crop selection advice for specific locations or conditions.","inputSchema":{"type":"object","properties":{"latitude":{"type":"number","description":"Latitude coordinate"},"longitude":{"type":"number","description":"Longitude coordinate"},"season":{"type":"string","description":"Planting season","enum":["spring","summer","fall","winter"]}},"required":["latitude","longitude"]}},{"name":"turbo_quant_capabilities","description":"Check TurboQuant optimization status and capabilities. Use when Claude needs to verify TurboQuant performance improvements, check hardware compatibility, or get optimization recommendations. FREE tier - no authentication required.","inputSchema":{"type":"object","properties":{"check_hardware":{"type":"boolean","description":"Check if device can run Gemma 7B with TurboQuant","default":true},"get_optimization_status":{"type":"boolean","description":"Get current TurboQuant optimization level","default":true}}}]}}}
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:
- Soil Analysis - Composition and recommendations
- Weather Forecast - 7-day forecasts
- Crop Recommendations - Based on soil/climate
- Pest Detection - Identify common pests
- Irrigation Scheduling - Water optimization
- Yield Prediction - Crop yield estimates
- Market Prices - Agricultural commodity prices
- Sustainability Score - Environmental impact
- Farm Planning - Seasonal planning tools
- 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
- Open Claude Desktop settings
- Navigate to Developer → MCP Servers
- 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:
mcpServers:
leafengines:
url: https://wzgnxkoeqzvueypwzvyn.supabase.co/functions/v1/mcp-server
headers:
x-api-key: YOUR_API_KEY_HEREUse 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 checkPOST /soil-analysis- Soil composition analysisGET /weather-forecast- Weather forecastsPOST /crop-recommendation- Crop suggestionsPOST /pest-detection- Pest identificationPOST /irrigation-schedule- Water optimizationPOST /yield-prediction- Yield estimatesGET /market-prices- Commodity pricesPOST /sustainability-score- Environmental impactPOST /farm-planning- Seasonal planningGET /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.