"author:urban-ai-institute" matching MCP servers:

Enables interactive design, execution, and analysis of SUMO traffic simulations through natural language, providing tools for scenario generation, policy experimentation, result analysis, and visualization.

MCP server that exposes the UAM vertiport simulator as tools for AI-assisted analysis, enabling simulations, KPI analysis, and what-if studies via Claude Desktop.