Vehicle data your business
can build on.
Cars, motorcycles, boats and tire fitments — VIN-grade specs, fuel economy, recalls and fitment math. One dataset, three interfaces: search workspace, REST API and an MCP server for AI agents.
Free plan includes 100 API calls/mo + the full search workspace.
Built for parts & fitment sellers, insurers, marine services and fleets — from the EU to the US.
Made for the way your team actually works
Every feature below ships today — on the free plan or one click up.
Parts & fitment sellers
Answer "will it fit?" with math, not guesswork.
- Tire geometry computed from any size — Ø, sidewall, revs/mile
- Alternate sizes validated against the ±3% diameter rule
- Reverse search: a size → every vehicle it fits
- Export filtered result sets to CSV for your price lists
Insurance & claims
Risk-relevant data on the vehicle, not just the spec sheet.
- NHTSA recall campaigns per vehicle — live, via API
- NCAP crash-test ratings (overall, front, side, rollover)
- VIN-grade body, engine and drivetrain identification
- Bulk-friendly REST API with plan-based rate limits
Fleets & operations
A working list your whole stack can read.
- Lists: curate vehicles with notes (part numbers, refs)
- Read the same list via GET /v1/lists or the my_lists MCP tool
- Saved searches with email alerts when new records land
- EPA fuel costs for TCO comparisons
Developers & AI builders
Ship vehicle features without building a dataset first.
- REST API: filter, paginate, cross-reference
- MCP server — Claude, Cursor or any agent queries it natively
- OAuth2 for AI providers + simple Bearer tokens
- Interactive playground with an auto-provisioned token
One dataset. Three interfaces.
Your analyst searches it, your backend queries it, your AI agent calls it — same records, same IDs.
Search like a pro tool, not a brochure
Cross-type search, filter rail, dense result tables, CSV export, saved searches with alerts — built for people who look things up fifty times a day.
Open the workspace →Everything is an endpoint
curl "https://api.vehdb.com/v1/cars?make=Toyota" \ -H "Authorization: Bearer TOKEN"
Specs, lists, recalls, tire geometry, cross-references. Free tier included.
Read the docs →Your agent already knows how to use it
{ "mcpServers": { "vehdb": {
"url": "https://mcp.vehdb.com/mcp",
"headers": { "Authorization": "Bearer TOKEN" } } } }
search_vehicles · get_vehicle · my_lists · tire_sizes_for_vehicle. OAuth2 for AI providers.
Connect an agent →Not just specs.
Decision-grade data.
We enrich the catalog with U.S. government public data and computed engineering values — so the answer your team needs is already in the record.
- EPA fuel economy
- MPG, EV range, annual fuel cost and CO₂ — sourced from fueleconomy.gov.
- NHTSA recalls & NCAP
- Live recall campaigns and crash-test ratings per vehicle, updated daily.
- Computed tire geometry
- Diameter, sidewall, revs/mile and alternate-size validation — pure math, every size.
| 2026 Hyundai Tucson | SUV · AWD · GAS | |
| MPG combined | 28 | EPA |
| Annual fuel cost | $2,200 | EPA |
| CO₂ tailpipe | 322 g/mi | EPA |
| Recall campaigns | 4 active | NHTSA |
| OEM tires | 235/65R17 — Ø 29.0" | COMPUTED |
U.S. federal data is public domain — clean licensing, no lock-in.
Curate once. Read everywhere.
Your team builds a vehicle list in the dashboard — with notes, part numbers, statuses. Your pricing service reads it as JSON. Your AI agent reads it as a tool. No sync jobs, no exports.
"2024 Camry — PN-4421 fits, quoted for Jensen A/S"
GET /v1/lists
→ your systems
my_lists
→ your AI agent, via MCP
Your AI agent's vehicle-data tools —
not glue code.
VehDB ships a native Model Context Protocol server. Claude, Cursor or any MCP client queries cars, recalls, fuel economy and tire fitment as first-class tools — no wrappers, no scraping, no glue code to maintain.
- Native MCP tools — search_vehicles, tire_sizes_for_vehicle, recalls, my_lists — callable by Claude, Cursor or any agent.
- OAuth2 for AI providers plus simple Bearer tokens. Same auth, same data as the REST API and workspace.
- No scraping, no function-calling boilerplate, no schema drift — the agent gets typed, documented tools.
{ "mcpServers": {
"vehdb": { "url": "https://mcp.vehdb.com/mcp" }
} }
Start free. Scale when it earns its keep.
Every plan includes the workspace, the API and the MCP server.
Full comparison on the pricing page — annual & volume options for teams via sales.