🌍 Axion Planetary MCP

The Foundation for Democratizing Geospatial AI Agents

---(The hosted version is undergoing maintenance)

🚀 V2.0 - Now Powered by AWS

Major Update: Axion Planetary MCP has been completely rebuilt on AWS infrastructure for better performance, reliability, and global accessibility. No more Google Cloud setup required!

Click the image above to watch the demo video

🚀 Making Earth Observation as Easy as Having a Conversation

From PhD-level complexity to natural language queries in one install

"Show me crop health in Iowa" • "Analyze vegetation in California" • "Track water levels in Lake Tahoe"

🎯 The Revolution • ⚡ Quick Start • 🌟 What's Possible • 🛠️ Self-Host

⚡ Hosted Version (2-Minute Setup!)

Start using satellite imagery analysis immediately without any server setup!

🚀 Quick Start

Step 1: Get Your API Key

Try it now with this starter key:

axion_6C1D_634DDAEAA324235F

Need your own key? Email dhenenjay.2001@gmail.com or open an issue

Step 2: Configure Claude Desktop

Open your Claude Desktop config file:

OS	Config File Path
Windows	`%APPDATA%\Claude\claude_desktop_config.json`
macOS	`~/Library/Application Support/Claude/claude_desktop_config.json`
Linux	`~/.config/Claude/claude_desktop_config.json`

Add the following (replace YOUR_API_KEY):

{
  "mcpServers": {
    "axion": {
      "command": "npx",
      "args": ["-y", "axion-mcp", "--api-key", "YOUR_API_KEY"]
    }
  }
}

Step 3: Restart Claude Desktop

Done! Ask Claude:

"Show me the NDVI vegetation map of Central Park, New York"

💻 Alternative Installation Methods

Using Environment Variables

{
  "mcpServers": {
    "axion": {
      "command": "npx",
      "args": ["-y", "axion-mcp"],
      "env": {
        "AXION_API_KEY": "your_key_here"
      }
    }
  }
}

Global Install (if npx doesn't work)

npm install -g axion-mcp

{
  "mcpServers": {
    "axion": {
      "command": "axion-mcp",
      "args": ["--api-key", "YOUR_API_KEY"]
    }
  }
}

Using sse-bridge.mjs Directly

{
  "mcpServers": {
    "axion": {
      "command": "node",
      "args": ["C:/path/to/sse-bridge.mjs", "https://axion-mcp-sse.onrender.com/sse", "YOUR_API_KEY"]
    }
  }
}

✨ Why Use the Hosted Version?

🚀 2-minute setup - Just add config and restart
☁️ No server management - Everything runs in the cloud
🔒 Simple API key auth - Secure and easy
⚡ Always up-to-date - Latest features automatically
🌍 Free satellite data - Access Sentinel-2, Landsat, NAIP
💻 Zero maintenance - No processes to manage
🌐 Works anywhere - No firewall issues, no ports to open

📦 Hosted Server Details

NPM Package: axion-mcp
Server URL: https://axion-mcp-sse.onrender.com
Health Check: https://axion-mcp-sse.onrender.com/health
7 powerful tools for satellite imagery analysis

🌟 Hosted Version Exclusive: The hosted version includes axion_sar2optical - our proprietary Axion Foundation Model that converts SAR radar imagery to optical-like images, enabling cloud-free, day/night Earth observation. This AI-powered tool is only available through the hosted server.

Note: The hosted server runs on Render's free tier and may take 30 seconds to wake up if idle. For always-on access, consider self-hosting.

🎯 The Geospatial AI Revolution

We are witnessing the "iPhone moment" for Earth observation. Just like the iPhone made computing accessible to everyone, Axion Planetary MCP makes petabytes of satellite data accessible through simple conversation.

🔥 The Paradigm Shift

Before: Building geospatial AI required PhD expertise, months of setup, complex APIs, and massive infrastructure.

Now: Anyone can build sophisticated Earth observation AI agents with natural language and one command: npm install

Traditional Path: 1 Expert → 1 Year → 1 Specialized Tool
Our Path:        1 Person → 2 Minutes → Unlimited Possibilities

🌟 What Becomes Possible

👥 Who Can Now Build Geospatial AI Agents:

Before Axion ❌	After Axion ✅
PhD researchers with GIS expertise	Farmers: "Monitor my fields for crop health"
Large corporations with dedicated teams	City Planners: "Track urban expansion patterns"
Government agencies with massive budgets	NGOs: "Monitor deforestation in real-time"
Tech giants with infrastructure	Students: "Study climate change impacts"
	Small Businesses: "Analyze supply chain risks"
	Anyone: Who can install npm and talk to AI

🚀 Real-World Transformations

Precision Agriculture Revolution 🌾

Farmer: "Create an AI agent that monitors my 500-acre farm"
Result: Daily crop health reports, irrigation optimization, 
        vegetation stress detection, yield predictions

Environmental Monitoring 🌊

Researcher: "Track water quality in Lake Tahoe"
Result: Water index analysis, temporal changes,
        algae bloom detection, quality reports

Urban Planning 🏙️

Planner: "Analyze urban heat islands in Phoenix"
Result: Surface temperature maps, vegetation coverage,
        heat mitigation recommendations

🛠️ Available Tools (6)

axion_data

Search satellite imagery from multiple collections:

Sentinel-2 (10m resolution, 5-day revisit)
Landsat 8/9 (30m resolution, 16-day revisit)
NAIP (1m aerial imagery, US only)

axion_map

Create interactive maps with:

Vegetation indices (NDVI, EVI, SAVI)
Water indices (NDWI, MNDWI)
Built-up index (NDBI)
True/false color composites
Custom band expressions

axion_process

Process imagery:

Cloud-free composites
Temporal mosaics
9+ spectral indices
Band math expressions

axion_classification

ML land cover classification:

Random Forest classifier
Custom training points
Multi-class output
Accuracy metrics

axion_export

Export options:

GeoTIFF downloads
PNG thumbnails
Map tiles (XYZ)
Cloud storage (S3)

axion_system

System utilities:

Health check
Configuration info
Available collections

📚 Example Queries

Just talk to Claude like you would a geospatial expert:

🌾 Agriculture & Food Security

"Show me NDVI vegetation health for Iowa farmland"

"Create a crop classification map for California's Central Valley"

"Which areas show vegetation stress this month?"

🌊 Water Resources

"Calculate water index for Lake Mead"

"Show me water bodies in the Nevada desert"

"Track reservoir levels over time"

🏢 Urban Planning

"Map urban expansion in Austin, Texas"

"Show built-up areas vs green spaces in Seattle"

"Analyze land use changes in Denver"

🌲 Environmental Monitoring

"Monitor forest health in Yellowstone"

"Create a false color composite of the Amazon"

"Show vegetation changes between 2020 and 2024"

🐳 Self-Hosting

Want to run your own Axion MCP server? No cloud credentials required for basic functionality!

Prerequisites

Docker (recommended) OR Node.js 18+
That's it! Satellite data comes from free public APIs.

Option 1: Docker (Recommended)

# Clone this repository
git clone https://github.com/Dhenenjay/Axion-Planetary-MCP
cd Axion-Planetary-MCP

# Build the Docker image
docker build -t axion-mcp .

# Run without authentication (for local/personal use)
docker run -p 3000:3000 -e REQUIRE_AUTH=false axion-mcp

# OR run with authentication (for production/shared use)
docker run -p 3000:3000 \
  -e REQUIRE_AUTH=true \
  -e AXION_API_KEY=your-secret-key-here \
  axion-mcp

# Test it's working
curl http://localhost:3000/health
# Should return: {"status":"healthy","tools":6}

Option 2: Run from Source

# Clone and install
git clone https://github.com/Dhenenjay/Axion-Planetary-MCP
cd Axion-Planetary-MCP
npm install

# Build the SSE server
npm run build:sse

# Run (no auth)
REQUIRE_AUTH=false npm run start:sse

# OR with auth
REQUIRE_AUTH=true AXION_API_KEY=your-key npm run start:sse

Connect Claude Desktop to Your Server

Without authentication:

{
  "mcpServers": {
    "axion-local": {
      "command": "node",
      "args": ["C:/path/to/Axion-Planetary-MCP/sse-bridge.mjs", "http://localhost:3000/sse"]
    }
  }
}

With authentication:

{
  "mcpServers": {
    "axion-local": {
      "command": "node",
      "args": ["C:/path/to/Axion-Planetary-MCP/sse-bridge.mjs", "http://localhost:3000/sse", "your-secret-key-here"]
    }
  }
}

Cloud Deployment

The included Dockerfile works with any container platform:

Platform	How to Deploy
Render	Fork repo → New Web Service → Connect GitHub → Deploy
Railway	`railway init` → `railway up`
Fly.io	`flyctl launch` → `flyctl deploy`
AWS ECS	Push to ECR → Create task definition → Run service
Google Cloud Run	`gcloud run deploy`

Environment Variables Reference

Variable	Required	Description
`PORT`	No	Server port (default: 3000)
`REQUIRE_AUTH`	No	Enable API key auth (default: true)
`AXION_API_KEY`	If auth enabled	Your API key for authentication
`AWS_ACCESS_KEY_ID`	No	For S3 exports only
`AWS_SECRET_ACCESS_KEY`	No	For S3 exports only
`AWS_REGION`	No	AWS region (default: us-east-1)
`AXION_S3_EXPORTS_BUCKET`	No	S3 bucket for GeoTIFF exports

What You Get Without Any Credentials

✅ Full satellite data search (Sentinel-2, Landsat, NAIP)
✅ Interactive map generation (NDVI, NDWI, false color, etc.)
✅ Image processing (composites, indices, band math)
✅ ML classification (Random Forest land cover)
✅ System health & info

What Requires AWS Credentials (Optional)

⚠️ GeoTIFF exports to S3 - requires AWS credentials and S3 bucket
⚠️ Large file downloads - exports over 10MB need S3

Docker Compose Example

version: '3.8'
services:
  axion:
    build: .
    ports:
      - "3000:3000"
    environment:
      - NODE_ENV=production
      - REQUIRE_AUTH=true
      - AXION_API_KEY=${AXION_API_KEY}  # Set in .env file
      # Optional AWS for exports:
      # - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
      # - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
    restart: unless-stopped

📡 Data Sources

Collection	Resolution	Coverage	Revisit
Sentinel-2 L2A	10-60m	Global	5 days
Landsat C2 L2	30m	Global	16 days
NAIP	0.6-1m	USA	2-3 years

All data accessed via AWS Earth Search STAC API (free, no auth required).

🔧 Troubleshooting

"Command not found: npx"

Install Node.js 18+ from nodejs.org

"Unauthorized - Invalid API key"

Verify your API key is correct
Make sure there are no extra spaces
Try with environment variable: "env": { "AXION_API_KEY": "your_key" }

"Connection refused"

The hosted server may be sleeping (free tier). Wait 30 seconds and try again, or self-host.

Claude doesn't show Axion tools

Completely quit Claude Desktop
Check config JSON syntax at jsonlint.com
Restart Claude Desktop
Look for "axion" in Claude's tool list

🏗️ Architecture

┌─────────────────┐
│   Claude AI     │  (Your AI Assistant)
└────────┬────────┘
         │ MCP Protocol
         ▼
┌─────────────────┐
│  axion-mcp      │  (NPM Bridge Package)
└────────┬────────┘
         │ SSE/HTTP
         ▼
┌─────────────────┐
│  Axion Server   │  (Cloud or Self-hosted)
└────────┬────────┘
         │ STAC API
         ▼
┌─────────────────┐
│  AWS Earth      │  (Free Satellite Data)
│  Search         │  Sentinel-2, Landsat, NAIP
└─────────────────┘

🤝 Contributing

Contributions welcome! Please feel free to:

Report bugs via GitHub Issues
Submit pull requests
Suggest new features
Improve documentation

📄 License

MIT License - feel free to use in your projects!

💬 Support

GitHub Issues: Report bugs or request features
Hosted Server: axion-mcp-sse.onrender.com
NPM Package: axion-mcp

🎆 The Future is Now

This isn't just a tool—it's the foundation of a revolution.

We're democratizing Earth observation, making geospatial intelligence as accessible as sending a text message.

🌍 What Will You Build?

🌾 Agricultural AI that monitors crops? • 🌊 Water analysis that tracks resources? • 🌳 Forest monitoring that fights climate change?

The Earth is waiting. The tools are ready. The only question is: what will you discover?

From PhD-level complexity to conversational simplicity in one command ✨

Built with ❤️ to accelerate humanity's response to our biggest challenges