{
  "name": "DubaiSchools.ai",
  "description": "Independent, ad-free guide to all 226 KHDA-inspected private schools in Dubai. Discovery is via static pages (one schema.org/School graph per school) and an open JSON dataset — there is no login, no write API, and no MCP server.",
  "homepage": "https://dubaischools.ai",
  "documentation": "https://dubaischools.ai/llms.txt",
  "access": "public, read-only, no authentication",
  "note": "All routes below are GET requests that return 200. This site does not expose an MCP server or any POST/JSON-RPC tool.",
  "skills": [
    {
      "name": "browse_school",
      "description": "Read the full profile of one school: KHDA rating and history, the six inspection standards, fees by grade, exam results, wellbeing & inclusion, location and nearest metro. 226 schools, each with a schema.org/School JSON-LD graph embedded.",
      "method": "GET",
      "route": "https://dubaischools.ai/school/{slug}/",
      "example": "https://dubaischools.ai/school/dubai-college/",
      "returns": "text/html"
    },
    {
      "name": "find_schools_by_area_curriculum_or_metro",
      "description": "Ranked landing pages for a query like \"British schools in Dubai\" or \"schools near Mashreq metro\". 148 pages, each listing matching schools ordered by KHDA rating with a CollectionPage JSON-LD graph.",
      "method": "GET",
      "route": "https://dubaischools.ai/best/{descriptor}/",
      "example": "https://dubaischools.ai/best/british-schools-in-dubai/",
      "returns": "text/html"
    },
    {
      "name": "compare_two_schools",
      "description": "Head-to-head comparison page for two named schools (rating, fees, curriculum, location). 100 pre-built comparison pages.",
      "method": "GET",
      "route": "https://dubaischools.ai/vs/{slug-a}-vs-{slug-b}/",
      "example": "https://dubaischools.ai/vs/al-adab-iranian-private-school-for-boys-vs-bloom-world-academy-l-l-c/",
      "returns": "text/html"
    },
    {
      "name": "browse_by_community",
      "description": "Browse schools grouped by Dubai community / residential area.",
      "method": "GET",
      "route": "https://dubaischools.ai/areas/",
      "example": "https://dubaischools.ai/areas/",
      "returns": "text/html"
    },
    {
      "name": "rankings",
      "description": "Schools ranked by KHDA rating and the composite DubaiSchools Score.",
      "method": "GET",
      "route": "https://dubaischools.ai/rankings/",
      "example": "https://dubaischools.ai/rankings/",
      "returns": "text/html"
    },
    {
      "name": "nurseries",
      "description": "KHDA-licensed early-years settings (260 nurseries).",
      "method": "GET",
      "route": "https://dubaischools.ai/nurseries/",
      "example": "https://dubaischools.ai/nurseries/",
      "returns": "text/html"
    },
    {
      "name": "get_full_dataset",
      "description": "The complete open dataset: 226 schools with ~100 fields each (KHDA ratings, fees, capacity, location, exam results, derived scores). One JSON file, no auth.",
      "method": "GET",
      "route": "https://dubaischools.ai/data/schools.json",
      "example": "https://dubaischools.ai/data/schools.json",
      "returns": "application/json"
    },
    {
      "name": "get_nurseries_dataset",
      "description": "Open dataset of 260 nurseries and early-learning centres.",
      "method": "GET",
      "route": "https://dubaischools.ai/data/nurseries.json",
      "example": "https://dubaischools.ai/data/nurseries.json",
      "returns": "application/json"
    },
    {
      "name": "get_area_aliases",
      "description": "Mapping of residential community names to the KHDA area names used across the site.",
      "method": "GET",
      "route": "https://dubaischools.ai/data/area-aliases.json",
      "example": "https://dubaischools.ai/data/area-aliases.json",
      "returns": "application/json"
    },
    {
      "name": "plain_text_export",
      "description": "Condensed plain-text export of the full dataset, sized for LLM context windows.",
      "method": "GET",
      "route": "https://dubaischools.ai/llms-full.txt",
      "example": "https://dubaischools.ai/llms-full.txt",
      "returns": "text/plain"
    }
  ]
}