Everything on this site is available as a Model Context Protocol server and as a plain REST API. The fitment maths is deterministic — same input, same answer, every time.
https://whatfitsmycar.com/mcp
Streamable HTTP transport, no authentication. Add it as a custom connector in Claude or ChatGPT.
GET /api/size/225-45R17
GET /api/fitment?original=225/45R17&candidate=235/45R17
GET /api/alternatives?size=225/45R17&rim=18
GET /api/vehicle?make=Honda&model=Civic&year=2019
GET /api/vin/1HGFC2F59KH500000
GET /api/shop?size=225/45R17®ion=US
60 requests/minute per IP on the website and REST API, 600/minute on /mcp because
assistant platforms proxy many users through a small shared IP pool. Vehicle identity comes from
NHTSA vPIC; all geometry is computed locally.