City-level datasets across traffic, transit (GTFS), environment (air/water quality), waste management, and public safety, published through per-city catalogues (e.g., Agra, Pimpri Chinchwad, Surat) as well as the central Catalogue Server. Most metadata is openly discoverable; actual data access is governed by each city’s consent policies.