Public services · sgjburbansideprojects.brianhar.site

Singapore / Johor Bahru 15-Minute City Explorer

Open study of walking access in Singapore and Johor Bahru. Agents can query city stats, rank neighbourhoods and run walk-time checks.

Ask an agent to

  • What share of Singapore residents can walk to all six essentials?
  • Rank Johor Bahru neighbourhoods by walking completeness
  • Check which essentials are within 15 minutes' walk of a point

5 tools

  • find_neighbourhoodsread-only

    Search or rank neighbourhoods (Singapore planning areas, Johor Bahru state constituencies) by name, completeness or population. Returns walking-access statistics and a link that opens the neighbourhood in the Explorer.

    query: string?, city: string?, sort: string?, limit: integer?

  • get_city_summaryread-only

    Headline results for Singapore and/or Johor Bahru: share of residents who can walk to all six everyday essentials (a grocery or provision shop, a clinic, hospital or pharmacy, a school or childcare centre, a park of…

    city: string?

  • get_footpath_scenarioread-only

    The one-footpath scenario: the single short public footpath in Johor Bahru that would bring the most residents an extra everyday essential within a 15-minute walk, with its effect, sample routes, sensitivity, ranked…

  • open_explorer

    Show a view in the interactive Explorer map: choose the essential, time budget, walking speed, population group, an alternative assumption, a car-park-to-hub scenario, a point to walk from, or a neighbourhood, shown…

    metric: string?, minutes: integer?, speed: string?, people: string?, taxonomy: string?, network: string?, poi: string?, scenario: string?, … (list cut; the site may define more)

  • walk_fromread-only

    Walk the street network from a point in Singapore or Johor Bahru and report which of the six essentials are reachable within the time budget, with the nearest destination for each.

    lon: number, lat: number, minutes: integer?, speed: string?

Tools
5
Registered with
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Scan finished
Oct 19, 2026

Tool names and descriptions are what sgjburbansideprojects.brianhar.site/ registered when we loaded it in Chrome 154 on Browser Use Cloud. The summary and the “ask an agent” lines are AI-written from them. To call the tools yourself, see Chrome’s WebMCP docs. How we found it.