loaditout.ai
SkillsPacksTrendingLeaderboardAPI DocsBlogSubmitRequestsCompareAgentsXPrivacyDisclaimer
{}loaditout.ai
Skills & MCPPacksBlog

agricultural-commodity-climate-mcp

MCP Tool

apifyforge/agricultural-commodity-climate-mcp

Agricultural commodity climate risk intelligence for AI agents via the Model Context Protocol. This MCP server gives any AI assistant — Claude, GPT-4, Cursor, or a custom agent — direct access to live weather stress analysis, pest emergence monitoring, trade concentration scoring, and price shock probability for any crop or growing region on Earth.

Install

$ npx loaditout add apifyforge/agricultural-commodity-climate-mcp

Platform-specific configuration:

.claude/settings.json
{
  "mcpServers": {
    "agricultural-commodity-climate-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "agricultural-commodity-climate-mcp"
      ]
    }
  }
}

Add the config above to .claude/settings.json under the mcpServers key.

About

Agricultural Commodity Climate MCP Server

> [View on ApifyForge](https://apifyforge.com/actors/mcp-servers/agricultural-commodity-climate-mcp) | [Use on Apify Store](https://apify.com/ryanclinton/agricultural-commodity-climate-mcp)

---

Quick Start

Add to your MCP client (Claude Desktop, Cursor, Windsurf):

{
  "mcpServers": {
    "agricultural-commodity-climate-mcp": {
      "url": "https://ryanclinton--agricultural-commodity-climate-mcp.apify.actor/mcp"
    }
  }
}

---

Agricultural commodity climate risk intelligence for AI agents via the Model Context Protocol. This MCP server gives any AI assistant — Claude, GPT-4, Cursor, or a custom agent — direct access to live weather stress analysis, pest emergence monitoring, trade concentration scoring, and price shock probability for any crop or growing region on Earth.

The server orchestrates 8 public data sources in parallel: NOAA weather alerts, multi-day forecasts, GDACS disaster events, UN COMTRADE trade flows, World Bank agricultural indicators, GBIF biodiversity occurrence records, FRED commodity price series, and Nominatim geocoding. It synthesises these into four quantified scoring models and a composite Commodity Risk Score (0–100) with actionable recommendations. No API keys for downstream sources are required — the server handles all orchestration.

⬇️ What data can you access?

| Data Point | Source | Coverage | |---|---|---| | 📡 Severe weather alerts (drought, flood, frost, heat, hurricane) | NOAA Weather Alerts | US and global | | 🌡 Temperature extremes and precipitation forecasts | Weather Forecast Search | Global locations | | 🌊 Active disasters with agricultural impact (flood, cyclone, drought) | GDACS Disaster Alerts | Worldwide, near real-time | | 🚢 Commodity trade flows by HS code and partner country | UN COMTRADE | 200+ countries | | 📊 Agricultural GDP share, cereal yields, food production indices | World Bank Indicators | 200+ countries | | 🦟 Pest and diseas

Tags

ai-toolsapifyclaudecursormcpmcp-servermodel-context-protocolwindsurf

Reviews

Loading reviews...

Quality Signals

0
Installs
Last updated28 days ago
Security: AREADME

Safety

Risk Levelmedium
Data Access
read
Network Accessnone

Details

Sourcegithub-crawl
Last commit3/21/2026
View on GitHub→

Embed Badge

[![Loaditout](https://loaditout.ai/api/badge/apifyforge/agricultural-commodity-climate-mcp)](https://loaditout.ai/skills/apifyforge/agricultural-commodity-climate-mcp)