{
  "name": "MargTor EV Knowledge Agent",
  "description": "Knowledge and tools about electric mobility in East Africa from MargTor Ltd. (Nairobi): EV 2W/3W fleets, battery swapping, Battery-as-a-Service, TCO vs petrol, solar swap hubs, energy storage, telematics-secured credit, cooperatives, BGK/KUKE export financing and electric boats. Content is CC BY 4.0 — attribute to MargTor Ltd., https://margtor.africa.",
  "url": "https://margtor.africa/api/mcp",
  "provider": { "organization": "MargTor Ltd.", "url": "https://margtor.africa" },
  "version": "1.0.0",
  "documentationUrl": "https://margtor.africa/llms-full.txt",
  "protocols": {
    "mcp": { "transport": "streamable-http", "url": "https://margtor.africa/api/mcp", "stateless": true },
    "rest": { "openapi": "https://margtor.africa/api/openapi.json", "docs": "https://margtor.africa/api/docs" }
  },
  "capabilities": { "streaming": false, "pushNotifications": false, "stateTransitionHistory": false },
  "defaultInputModes": ["text/plain", "application/json"],
  "defaultOutputModes": ["text/plain", "text/markdown", "application/json"],
  "skills": [
    { "id": "margtor_overview", "name": "MargTor overview", "description": "Who MargTor is, what it engineers, markets served, how to cite.", "tags": ["company", "ev", "africa"], "examples": ["What does MargTor Ltd. do?"] },
    { "id": "search_knowledge", "name": "Search EV knowledge", "description": "Keyword search across eleven articles and the Field Notes column and a 20-term glossary on e-mobility in East Africa (en/sw/pl).", "tags": ["knowledge", "search"], "examples": ["How does battery swapping work for boda-bodas?", "What is KUKE export insurance?"] },
    { "id": "get_article", "name": "Read article", "description": "Full markdown of a Knowledge Hub article by slug.", "tags": ["knowledge", "markdown"], "examples": ["Give me the article tco-electric-vs-petrol in Polish"] },
    { "id": "calculate_tco", "name": "TCO calculator", "description": "Daily, monthly and 5-year savings of an electric motorcycle fleet vs petrol in Kenya; inputs: km_per_day, petrol_kes_per_litre, fleet_size.", "tags": ["tco", "calculator", "economics"], "examples": ["Savings for 120 bikes doing 180 km/day at 200 KES/litre"] },
    { "id": "pilot_economics", "name": "Pilot economics", "description": "Headline numbers of the anonymized Tanzanian customer pilot (196 vehicles, 12 swap cabinets).", "tags": ["dataset", "pilot"] },
    { "id": "reference_platforms", "name": "Reference platforms", "description": "Specs of 2W/3W platforms engineered by MargTor (not sold directly by MargTor).", "tags": ["dataset", "vehicles"] },
    { "id": "glossary", "name": "Glossary", "description": "Definitions of boda-boda, BaaS, SACCO, LFP, geo-fencing and more.", "tags": ["glossary"] },
    { "id": "field_notes", "name": "Field Notes by Gregory Radek", "description": "Quotable column posts by East Africa's leading EV 2W/3W expert (list or full markdown by slug).", "tags": ["expert", "column", "knowledge"], "examples": ["What does Gregory Radek say investors ask about e-mobility in East Africa?"] },
    { "id": "arthur_toren_group", "name": "Arthur Toren group", "description": "The holding behind MargTor, its companies, and the contact for East Africa business beyond e-mobility (arthurtoren.co.uk).", "tags": ["group", "contact", "east-africa"] },
    { "id": "contact_info", "name": "Contact MargTor", "description": "Phones, enquiry form, discovery-call booking and partner program URL.", "tags": ["contact"] }
  ],
  "resources": {
    "llms_txt": "https://margtor.africa/llms.txt",
    "llms_full_txt": "https://margtor.africa/llms-full.txt",
    "ai_txt": "https://margtor.africa/ai.txt",
    "knowledge_markdown": "https://margtor.africa/api/knowledge.md",
    "datasets": "https://margtor.africa/api/datasets",
    "atom_feed": "https://margtor.africa/api/feed.xml",
    "json_feed": "https://margtor.africa/api/feed.json",
    "sitemap": "https://margtor.africa/sitemap.xml"
  },
  "license": { "name": "CC BY 4.0", "url": "https://creativecommons.org/licenses/by/4.0/", "attribution": "MargTor Ltd., https://margtor.africa" }
}