Leafengines Agricultural Intelligence

Name: Leafengines Agricultural Intelligence
Author: QWarranto

@QWarranto

About Leafengines Agricultural Intelligence

LeafEngines is an agricultural intelligence MCP server that provides comprehensive tools for soil analysis, crop recommendations, weather forecasts, and environmental impact assessment. It integrates USDA data with local sources for international coverage. The server supports fre

#agriculture #soil #crops #weather #environment #usda #gis #qgis #environmental-impact #precision-agriculture #geospatial #offline #first-agronomic-ai #ai-agent #llm-tools #leafengines

Basic information

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "github": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "GITHUB_PERSONAL_ACCESS_TOKEN",
        "mcp/github"
      ],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "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"
      }
    }
  }
}

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Leafengines Agricultural Intelligence?

Leafengines Agricultural Intelligence is a patent-protected agricultural AI platform that provides soil analysis, crop recommendations, weather forecasts, and environmental impact assessment for sustainable agriculture. It integrates with Claude Desktop, OpenClaw agents, Claude.ai, Composio, and via direct API.

How to use Leafengines Agricultural Intelligence?

Install the MCP server globally (npm install -g @ancientwhispers54/leafengines-mcp-server) and run leafengines-mcp-server. For Claude Desktop, add the server to mcp.json with your API key. A free test API key (leaf-test-370df0a2e62e) is available for immediate soil analysis of any US county. The turbo_quant_capabilities, get_soil_data and county_lookup tools require no API key.

Key features of Leafengines Agricultural Intelligence

Enterprise-grade governance: audit logging, operations dashboard, PII protection, compliance, session correlation
TurboQuant optimization: 6x memory reduction, 8x faster inference
Soil analysis using USDA data, satellite intelligence, and environmental factors
Crop recommendations, weather forecasts, and environmental impact assessment
Pest detection, irrigation scheduling, yield prediction, market prices, sustainability score
Free tier available; paid per-request and monthly subscription plans

Use cases of Leafengines Agricultural Intelligence

Determine soil type and composition for any US county
Select optimal crops based on soil and climate data
Plan irrigation schedules using agricultural weather forecasts
Assess carbon footprint, water usage, and sustainability impact
Check current agricultural commodity market prices

FAQ from Leafengines Agricultural Intelligence

What is free to use without an API key?

The turbo_quant_capabilities, get_soil_data, and county_lookup tools are completely free and require no API key or payment.

Do I need an API key for all features?

Most paid tools require an API key. A free test key (leaf-test-370df0a2e62e) is provided for immediate soil analysis. The three tools above work without any key.

What are the pricing plans?

Per-request pricing ranges from $0.001 (commoditized) to $0.02 (exclusive). Monthly plans start at $149/month (Starter) with founder pricing of $49/month until June 1, 2026; Pro at $499/month; Enterprise at $1,999/month.

Where does the agricultural data come from?

Data sources include USDA soil data, satellite intelligence, weather models, and environmental factors.

What integrations are supported?

Leafengines Agricultural Intelligence integrates via MCP Server (Claude Desktop), OpenClaw Skill, Claude Skill for Claude.ai, Composio for enterprise AI agents, and a direct REST API.

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