Call the kit generator directly

MCP server

Streamable HTTP, no key, no account. Add it to any MCP client:

{
  "mcpServers": {
    "rider-toolkit": {
      "type": "http",
      "url": "https://ridertoolkit.com/mcp"
    }
  }
}

• build_kit — Generate the tools and spare parts a specific bike and trip actually need. Returns every item with its weight in grams, why it earns its space, whether the brand forces it in, and the total against the weight budget for the chosen carry method. Only brand and style are required; the rest default to the brand's own wheels and final drive and a sensible trip length for that style.
• get_brand_profile — The fastener reality that decides half the kit for a brand: cross-head standard (JIS vs Phillips), hex, Torx and spanner sizes, metric vs SAE, wheels, final drive, model quirks and always-carry items. Call with no brand to list every slug.
• check_recalls — Every NHTSA motorcycle and scooter safety-recall campaign on file for a brand, normalised per brand: defect summary, consequence, free dealer remedy, campaign number, affected models and do-not-ride flags. US filings only.

JSON API

Try it: /api/kit?brand=ktm&style=enduro-expedition&trip=multi-week&carry=roll&remote=true