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Client libraries and AI agent integration. Python SDK pip install axiom-overwatch 
from axiom_overwatch import AxiomClient

client = AxiomClient(api_key="your-key")
positions = client.positions(port="santos")
df = client.to_dataframe(positions)
MCP Server (AI Agents) Give Claude, GPT, or any MCP-compatible AI agent access to maritime intelligence. AXIOM_API_KEY=your-key npx @axiom/mcp-server 12 tools: vessel positions, export estimates, congestion, risk scores, dark fleet events, trade flows, mirror discrepancies, sanctions, commodity prices, forecasts, ports, crop health.