Fleet Management + AI

Fleet management with AI: your agent reads the fleet.

The VehDB MCP server turns your curated fleet list into a native tool for Claude, Cursor and any MCP client. The agent reads the list your team maintains — then researches every vehicle against the full catalog, in the same conversation.

One-click AI connectors

OAuth2 for AI providers, Bearer tokens for everything else. Free tier included.

Claude · VehDB MCP connected

Which vans do we own, and what tires do they take?

You own 2 vans. OEM fitments:

  • · 2022 Transit 250 → LT245/75R16
  • · 2020 Sprinter 2500 → LT245/75R16

via my_lists + tire_sizes_for_vehicle

How it works

Three steps, no integration project

1 · Curate the fleet

Your team saves vehicles into lists in the dashboard — statuses (owned, wishlist, considering) and notes. This stays human: the list is your source of truth.

2 · Connect the MCP server

In Claude, add VehDB from the connector directory and sign in. Other clients take one URL: OAuth2 sign-in, or a plain Bearer token. Two minutes, no SDK.

3 · Ask in plain language

The agent calls my_lists to read the fleet, then search_vehicles, get_vehicle and tire_sizes_for_vehicle to research each row — and answers in one message.

In practice

Ask things a spreadsheet can't answer

Every prompt below chains your list with the catalog — the agent does the lookups, you keep the answer.

“What’s on our fleet right now, grouped by status?”

my_lists

“Which wishlist trucks are AWD diesels under $0.09/mile in fuel?”

my_lists · search_vehicles

“Pull OEM tire sizes for every vehicle we own.”

my_lists · tire_sizes_for_vehicle

“Compare the EPA fuel cost of our three “considering” picks.”

my_lists · get_vehicle

Beyond your list

Every vehicle question, answered from the records

The same agent answers about any vehicle, not only the ones you saved. Live examples:

Any recalls on a 2021 Tesla Model S?
Calls recalls_for_vehicle
23 recall campaigns, filed by NHTSA under "MODEL S" (VehDB matches every spelling). The newest, 26V283000, covers back over prevention: software. 5 NHTSA investigations are still open.
Recall campaigns
23
Open investigations
5
Newest
2026-05-04

From today's VehDB data: NHTSA, EPA and the vehicle catalogue.

Which Toyota Camry model year is the safest bet?
Calls model_year_scorecard
Across 25 model years, 2022 drew the fewest owner complaints and 2007 the most (3,488 complaints, more than any other 2007 vehicle). Recalls, investigations, NCAP stars and fatal crashes come per year alongside.
Best year
2022
Worst year
2007
Years compared
25

From today's VehDB data: NHTSA, EPA and the vehicle catalogue.

What mileage and yearly fuel cost does a 2026 Camry get?
Calls search_vehicles get_vehicle
The 2026 Camry LE Sedan 4-Door is EPA-rated 52 city / 49 highway MPG, about $1,250 of fuel a year. Each drivetrain and trim is its own record.
Combined MPG
51
Fuel cost / yr
$1,250
CO₂
173 g/mi

From today's VehDB data: NHTSA, EPA and the vehicle catalogue.

What tire size fits a 2024 Ford F-150?
Calls tire_sizes_for_vehicle
OEM sizes depend on the trim: 275/60R20, 265/60R18, 275/65R18 are the most common, each with the alternates that stay within the fitment window. Confirm on the door placard before buying.
Most common
275/60R20
OEM sizes
8

From today's VehDB data: NHTSA, EPA and the vehicle catalogue.

How often was the 2021 Tesla Model S in a fatal crash?
Calls vehicle_insights
14 vehicles in fatal crashes from 2021 to 2024 with 8 occupant deaths (NHTSA FARS census). Injury-crash estimates come from CRSS, kept separate. Counts, not rates.
Fatal-crash vehicles
14
Occupant deaths
8

From today's VehDB data: NHTSA, EPA and the vehicle catalogue.

Which brands issued the most recall campaigns in 2025?
Calls vehicle_insights
Ford (135), Lincoln (51), Mercedes-Benz (28) led 2025 in recall campaigns. Aggregates like this come back in one call, no record sweep needed.
Ford
135 campaigns
Vehicles in them
12,632,844

From today's VehDB data: NHTSA, EPA and the vehicle catalogue.

Do any vehicles on my fleet list have open recalls or a do-not-drive notice?
Calls my_lists recalls_for_vehicle
The agent reads your saved lists, checks each vehicle against the NHTSA recall mirror under every spelling NHTSA uses, and flags do-not-drive and park-outside advisories first.
Decode VIN 1HGCM82633A004352 and tell me what fits it.
Calls decode_vin tire_sizes_for_vehicle recalls_for_vehicle
NHTSA vPIC decodes the VIN (a 2003 Honda Accord), VehDB matches it to catalogue trims, their OEM tire sizes and the recall campaigns for that make, model and year.
Connect your agent Free account, 100 calls a month, no card.

Enriched data

What comes back with every answer

One vehicle, every public record joined to it: specs from the catalogue, economy and emissions from the EPA, safety from NHTSA. Counts are live.

Specifications
343,168 car trims
Vendor catalogue, US, Canada and Mexico markets
  • engine
  • drive
  • transmission
  • body
  • doors
  • markets
search_vehicles
Fuel economy
76,416 trims rated
EPA fueleconomy.gov
  • mpg city/highway
  • EV range
  • annual fuel cost
  • CO₂ g/mi
get_vehicle
Emissions
68,111 trims rated
EPA Green Vehicle Guide
  • smog rating
  • SmartWay
  • greenhouse-gas score
get_vehicle
Recalls
327,047 recall records
NHTSA, synced weekly
  • campaign
  • component
  • remedy
  • do-not-drive
  • build window
recalls_for_vehicle
Owner complaints
2.2M complaints
NHTSA ODI complaint file
  • by component
  • crashes
  • fires
  • injuries
  • percentile
complaints_for_vehicle
Service bulletins
260,334 communications
NHTSA manufacturer communications
  • service bulletins
  • warranty extensions
  • over-the-air updates
  • components
service_bulletins_for_vehicle
Investigations & ratings
5,600 NCAP ratings
NHTSA ODI and NCAP
  • open investigations
  • NCAP stars
  • front/side/rollover
recalls_for_vehicle
Crash records
291,638 fatal-crash vehicles
NHTSA FARS census and CRSS sample
  • fatal crashes
  • occupant deaths
  • injury-crash estimates
vehicle_insights
Tire fitment
45,537 fitments
Tire fitment catalogue
  • OEM size
  • alternate sizes
  • diameter delta
  • load & speed index
tire_sizes_for_vehicle
VIN decoding
31,869 vPIC models
NHTSA vPIC
  • make, model, year
  • engine
  • plant
  • matching VehDB trims
decode_vin
Boat builders & recalls
16,237 builder codes
U.S. Coast Guard
  • HIN decode
  • builder
  • model year
  • USCG recalls
decode_hin
Tire DOT & recalls
271 recall windows
NHTSA tire recall notices and vPIC plant codes
  • plant
  • build week
  • tire age
  • covering recalls
tire_dot_check
Energy prices
111,616 price points
U.S. Energy Information Administration
  • gasoline grades
  • diesel
  • electricity by state
  • annual fuel cost
energy_prices
Model-year scorecard
Every dataset above, per model year
  • best & worst year
  • complaint percentile
  • flags
model_year_scorecard

No magic

What the agent can and can't do

Trust comes from boundaries. Here's exactly where they are.

AI agent capabilities and boundaries over the fleet list
Capability How Status
Read the fleet list my_lists (MCP) Live
Research each vehicle — specs, EPA fuel economy search_vehicles · get_vehicle Live
OEM & alternate tire fitments per vehicle tire_sizes_for_vehicle Live
Recall exposure across the fleet GET /v1/lists/recalls + daily email digest Via API
Add or remove fleet vehicles dashboard Human, by design

The agent never invents your fleet — it can only read the list your team actually curated.

Setup

One config block away

Any MCP client: paste the server, drop in a token from the dashboard, ask your first fleet question.

{ "mcpServers": { "vehdb": {
  "url": "https://mcp.vehdb.com/mcp",
  "headers": { "Authorization": "Bearer TOKEN" } } } }

Tools your agent gets: search_vehicles · get_vehicle · my_lists · tire_sizes_for_vehicle

Give your AI a fleet to work with.

Create the list in the dashboard, connect the MCP server, ask your first question. Free tier included.

100 free API calls every month · REST API + MCP server on every plan · No card to start · See pricing