MCP Tool Integration for Mitigation

Develop the MCP-enabled tools that your agents will use to interact with simulated security systems. Create Python classes or functions that abstract calls to 'simulated_siem.query_logs()', 'simulated_firewall.block_ip()', and 'simulated_cdn.activate_ddos_protection()'. Ensure your LangGraph agents can dynamically select and use these tools based on the threat analysis from Claude Opus 4.1.