{
  "service": "Citymirror dataset source discovery",
  "description": "Data-availability maps for cities, regions and countries.",
  "citymirror_intent_endpoint": "https://citymirror.io/api/search",
  "openapi": "https://citymirror.io/openapi.json",
  "mcp": "https://citymirror.io/.well-known/mcp.json",
  "countries": [
    {
      "name": "United Kingdom",
      "slug": "uk",
      "page": "https://citymirror.io/datasets/uk",
      "json": "https://citymirror.io/datasets/uk.json"
    },
    {
      "name": "Qatar",
      "slug": "qatar",
      "page": "https://citymirror.io/datasets/qatar",
      "json": "https://citymirror.io/datasets/qatar.json"
    },
    {
      "name": "United Arab Emirates",
      "slug": "uae",
      "page": "https://citymirror.io/datasets/uae",
      "json": "https://citymirror.io/datasets/uae.json"
    },
    {
      "name": "Saudi Arabia",
      "slug": "saudi-arabia",
      "page": "https://citymirror.io/datasets/saudi-arabia",
      "json": "https://citymirror.io/datasets/saudi-arabia.json"
    }
  ],
  "cities": [
    {
      "name": "Birmingham",
      "country": "United Kingdom",
      "page": "https://citymirror.io/datasets/uk/birmingham"
    },
    {
      "name": "London",
      "country": "United Kingdom",
      "page": "https://citymirror.io/datasets/uk/london"
    },
    {
      "name": "Manchester",
      "country": "United Kingdom",
      "page": "https://citymirror.io/datasets/uk/manchester"
    },
    {
      "name": "Doha",
      "country": "Qatar",
      "page": "https://citymirror.io/datasets/qatar/doha"
    },
    {
      "name": "Dubai",
      "country": "United Arab Emirates",
      "page": "https://citymirror.io/datasets/uae/dubai"
    },
    {
      "name": "Abu Dhabi",
      "country": "United Arab Emirates",
      "page": "https://citymirror.io/datasets/uae/abu-dhabi"
    },
    {
      "name": "Riyadh",
      "country": "Saudi Arabia",
      "page": "https://citymirror.io/datasets/saudi-arabia/riyadh"
    }
  ],
  "topics": [
    {
      "topic": "traffic",
      "label": "Traffic",
      "page": "https://citymirror.io/datasets/topics/traffic"
    },
    {
      "topic": "air-quality",
      "label": "Air quality",
      "page": "https://citymirror.io/datasets/topics/air-quality"
    },
    {
      "topic": "population",
      "label": "Population",
      "page": "https://citymirror.io/datasets/topics/population"
    },
    {
      "topic": "geospatial",
      "label": "Geospatial",
      "page": "https://citymirror.io/datasets/topics/geospatial"
    },
    {
      "topic": "housing",
      "label": "Housing",
      "page": "https://citymirror.io/datasets/topics/housing"
    },
    {
      "topic": "planning",
      "label": "Planning",
      "page": "https://citymirror.io/datasets/topics/planning"
    },
    {
      "topic": "energy",
      "label": "Energy",
      "page": "https://citymirror.io/datasets/topics/energy"
    },
    {
      "topic": "transport",
      "label": "Transport",
      "page": "https://citymirror.io/datasets/topics/transport"
    },
    {
      "topic": "weather",
      "label": "Weather",
      "page": "https://citymirror.io/datasets/topics/weather"
    },
    {
      "topic": "environment",
      "label": "Environment",
      "page": "https://citymirror.io/datasets/topics/environment"
    }
  ],
  "use_cases": [
    {
      "use_case": "digital-twin",
      "label": "Digital twin",
      "page": "https://citymirror.io/datasets/use-cases/digital-twin"
    },
    {
      "use_case": "smart-city",
      "label": "Smart city",
      "page": "https://citymirror.io/datasets/use-cases/smart-city"
    },
    {
      "use_case": "urban-planning",
      "label": "Urban planning",
      "page": "https://citymirror.io/datasets/use-cases/urban-planning"
    },
    {
      "use_case": "transport-modelling",
      "label": "Transport modelling",
      "page": "https://citymirror.io/datasets/use-cases/transport-modelling"
    },
    {
      "use_case": "air-quality-modelling",
      "label": "Air-quality modelling",
      "page": "https://citymirror.io/datasets/use-cases/air-quality-modelling"
    },
    {
      "use_case": "climate-risk",
      "label": "Climate risk",
      "page": "https://citymirror.io/datasets/use-cases/climate-risk"
    },
    {
      "use_case": "infrastructure-investment",
      "label": "Infrastructure investment",
      "page": "https://citymirror.io/datasets/use-cases/infrastructure-investment"
    },
    {
      "use_case": "funding-bids",
      "label": "Funding bids",
      "page": "https://citymirror.io/datasets/use-cases/funding-bids"
    }
  ],
  "last_checked": "2026-06-14"
}