ST10035: Using Madjik API for AI, ML, A2A and MCP

Integrate Madjik's crypto market intelligence into your AI applications, ML models, multi-agent systems, and Claude workflows.

Opportunity

The future of crypto trading is AI-powered. But AI is only as good as its data. Madjik provides:

• 44 normalized metrics (0-100 scales) ready for AI/ML consumption
• Real-time updates for low-latency applications
• Historical data for model training
• Structured JSON for easy integration

Whether you're building trading bots, risk models, or AI assistants, Madjik API gives you the crypto-native data layer.

Integration Options

🤖 AI Integration

Build AI assistants and chatbots with crypto market awareness:

# Feed Madjik data to your AI
context = get_madjik_metrics(["ME10030", "ME10014", "ME10016"])
response = ai_model.chat(f"Given market data: {context}, analyze...")

Best for: Trading assistants, market analysis bots, sentiment summarization

📖 AI Integration Guide →

🧠 ML Integration

Train models on Madjik's comprehensive feature set:

# Get training data
features = get_historical_metrics(days=90)
model = RandomForestRegressor()
model.fit(features, returns)

Best for: Price prediction, regime classification, anomaly detection

📖 ML Integration Guide →

🔗 A2A Integration (Agent-to-Agent)

Enable multi-agent coordination with shared market truth:

# Multiple agents, one data source
sentiment_agent.analyze()  # Uses ME10030
risk_agent.assess()        # Uses ME10016
executor_agent.act()       # Combines signals

Best for: Multi-agent trading systems, consensus-based decisions

📖 A2A Integration Guide →

🔌 MCP Integration (Model Context Protocol)

Give Claude and other AI models direct access to Madjik data:

{
  "mcpServers": {
    "madjik": {
      "command": "python",
      "args": ["madjik_mcp_server.py"]
    }
  }
}

Best for: Claude Desktop integration, AI assistants with real-time data

📖 MCP Integration Guide →

Key Metrics for AI/ML

Getting Started

1. Get API Key - Sign up at madjik.io/pricing
2. Choose Integration - AI, ML, A2A, or MCP
3. Follow Guide - Step-by-step documentation
4. Build - Create your crypto AI application

🚀 Get API Access Now

Related Hypotheses

Data for this Strategy

For informational purposes only. Not financial advice.