emerging · 0.1 market industry

Vehicles

Score 23.6 / 100 32 providers +53 via APIs 72 APIs Search apis.io →
Business capabilities this tag reaches
Fleet & Mobile Asset Management 1
Variants seen in the corpus: Vehiclesvehicles

Providers using this tag (32)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 1 Complete, well-documented, and agent-ready
CarsXEAutomotiveVINVehicle Data1 API74.2
Developing 4 Usable, with meaningful gaps to close
HyundaiAutomobilesCarsConnected VehiclesMobility1 API48.8AutomileFleet ManagementTelematicsGPS Tracking1 API44.9VolkswagenAutomobilesCarsAutomotive1 API44.9ShiftmoveCompanyFleet ManagementMobilityAutomotive1 API43.9
Thin 16 Limited public surface area
Car API (carapi.app)AutomobilesAutomotive DataCarsLicense Plate Decoder1 API38.8TeslaAutomobilesCarsElectric Vehicles1 API38.5FleetioFleet ManagementMaintenanceTelematics1 API37.5Studio GhibliAnimeStudio GhibliFilmCharacters5 APIs33.9ToyotaAutomobilesCarsConnected Car2 APIs33.4BMWAutomobilesCarsAutomotive6 APIs33.2CarMDAutomobilesCarsDiagnostics3 APIs33.1Star Wars APIStar WarsScience FictionEntertainmentFilm1 API32.8Department of TransportationFederal-GovernmentTransportationAviation4 APIs30.8LicensePlateDataLicense PlatesVINAutomotive1 API30.6FuelEconomy.govFuel EconomyEPADOEEnergy1 API30.3Vehicle APIAutomotiveCarsEdmundsPricing7 APIs30.2EdmundsAutomobilesCarsVehicle Data1 API29.5Mercedes-BenzAutomobilesCars18 APIs29.0Vehicle DatabasesAutomotiveFleet ManagementMaintenanceRecalls5 APIs29.0PorscheAutomobilesCarsAutomotive1 API28.0
Emerging 8 Early or largely undocumented
FordAutomobilesCarsConnected Vehicle1 API25.9AutotraderAutomotiveMarketplaceDealer13 APIs22.7National Highway Traffic Safety AdministrationFederal-GovernmentSafetyTransportation1 API22.0HondaAutomobilesAutomotiveCars2 APIs21.3Subaru of AmericaAutomobilesAutomotiveCars7 APIs19.4General MotorsAutomobilesCarsConnected Vehicles1 API18.0Asbury Automotive GroupAutomotiveDealershipsRetail1 API13.0NissanAutomobilesCars1 API12.3
Minimal 3 Almost no public developer surface
OshkoshDefenseFortune 500IndustrialManufacturing7.61-AutomotiveAutomotiveAutomotive RetailUnverified Entity5.0AutoTrader.comCompanyConsumerAutomotiveMarketplace5.0

APIs with this tag (72)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Strong 6 Solid coverage with minor gaps
Shop-Ware Vehicles APIThe Vehicles API from Shop-Ware — 2 operation(s) for vehicles.63.9GSA Fleet Vehicles / Vehicle LeasingGSA Fleet provides leasing services for a wide variety of vehicle and fuel types for participating federal ...62.2Nash Vehicles APIVehicles60.2Bringg Vehicles APIThe Vehicles API from Bringg — 8 operation(s) for vehicles.59.6Soldo Software and Services Vehicles APIThe Vehicles API from Soldo Software and Services — 2 operation(s) for vehicles.58.0ev.energy Vehicles APIEndpoints for interacting with vehicles.57.0
Developing 17 Usable, with meaningful gaps to close
NHTSA vPIC Vehicle APIThe NHTSA Vehicle Product Information Catalog (vPIC) API provides programmatic access to vehicle make, mode...52.0US Department of Transportation vehicles APIVehicle search and list endpoints52.0Volteras Vehicles APIThe Vehicles API from Volteras — 5 operation(s) for vehicles.51.8Argyle Vehicles APIThe Vehicles API from Argyle — 2 operation(s) for vehicles.51.0Flipturn Vehicles APIElectric vehicles and their associated access IDs.48.6LocoNav Vehicles APILoconav's Vehicle APIs offer developers a powerful toolkit for real-time fleet management. The Fetch Vehicl...47.2Soldo Vehicles APIThe Vehicles API from Soldo — 2 operation(s) for vehicles.47.1Optibus Vehicles APIAPI endpoints for managing vehicles.45.1Mile Vehicles APIThe Vehicles API from Mile — 1 operation(s) for vehicles.43.9Shiftmove Vehicles APIThe Vehicles API from Shiftmove — 7 operation(s) for vehicles.43.9Dott Vehicles APIFree-floating vehicle status and types43.4Skydio Vehicles APIManage vehicles in your Skydio Cloud organization.43.3Vehicles.dev Vehicles APIThe Vehicles API from Vehicles.dev — 14 operation(s) for vehicles.43.2Advance Auto Parts Vehicles APIVehicle year/make/model lookup and fitment41.9Maven Machines Vehicles APIThe Vehicles API from Maven Machines — 3 operation(s) for vehicles.41.9TIER Vehicles APIVehicle inventory, types, and real-time status41.9Bird Vehicles APIVehicle inventory and real-time availability40.7
Thin 37 Limited public surface area
Chicago Transit Authority Vehicles APIThe Vehicles API from Chicago Transit Authority — 1 operation(s) for vehicles.39.1MBTA Vehicles APIVehicle movement and position data39.1Car API (carapi.app) Vehicles APIOperations for retrieving vehicle models, trims, and attributes.38.8CarAPI License Plate APIThe CarAPI License Plate API decodes license plates into vehicle records for US, Canada, Australia, and oth...38.8CarAPI OBD-II Code APIThe CarAPI OBD-II Code API provides search and lookup across more than 9,000 OBD-II diagnostic trouble code...38.8CarAPI Power Sports APIThe CarAPI Power Sports API provides vehicle specifications for power sports categories such as motorcycles...38.8CarAPI VIN Decoder APIThe CarAPI VIN Decoder API decodes Vehicle Identification Numbers into structured vehicle attributes includ...38.8Tesla Vehicles APIThe Vehicles API from Tesla — 11 operation(s) for vehicles.38.5Fleetbase Vehicles APIVehicles in the fleet.38.1Auto Insurance APIThe State Farm Auto Insurance API supports partner integrations for automobile insurance quoting, policy ma...37.8Fleetio Vehicles APIThe Vehicles API from Fleetio — 2 operation(s) for vehicles.37.5Enode Vehicles APIRead and control connected electric vehicles.37.1Sound Transit Vehicles APIActive vehicle locations and assignments37.0ChargePoint Fleet Management APIManage electric vehicle fleet charging through ChargePoint's platform. Access vehicle registration, driver ...36.8Samsara Vehicles APIThe Vehicles API from Samsara — 14 operation(s) for vehicles.34.9Tekmetric Vehicles APICustomer vehicles serviced by the shop.34.7Studio Ghibli Vehicles APIVehicles featured in Studio Ghibli films.33.9WorkWave Vehicles APIManage the vehicle fleet within a territory.33.8Distru Vehicles APIThe Vehicles API from Distru — 1 operation(s) for vehicles.33.5Toyota Vehicles APIVehicle registration and management33.4TRONITY Vehicles APIThe Vehicles API from TRONITY — 3 operation(s) for vehicles.33.3Tesla Motors Vehicles APIThe Vehicles API from Tesla Motors — 11 operation(s) for vehicles.33.0Star Wars API Vehicles APIVehicles in the Star Wars universe32.8BigChange Vehicles APIThe Vehicles API from BigChange — 1 operation(s) for vehicles.31.8Shopmonkey Vehicles APICreate, update, and look up vehicles, VIN/plate validation, year/make/model data, mileage, and tire-pressur...30.6Mark43 Vehicles APIThe Vehicles API from Mark43 — 1 operation(s) for vehicles.30.4FuelEconomy.gov Vehicles APIRetrieve EPA fuel economy and specifications for specific vehicles30.3BMW CarData Third-Party APIThe third-party variant of BMW CarData targets independent service providers — repair shops, charging opera...30.1BMW ConnectedDrive Vehicles APIAccess vehicle data and information30.1Edmunds Cars APIThe only machine-readable contract Edmunds serves. An OpenAPI 3.0.1 document published at https://api.edmun...29.5Voi MaaS Partner APIDeep-integration Mobility-as-a-Service API for partners to complete full user journeys inside their own app...29.1Vehicle Databases Vehicles APIVehicle lookup and VIN decoding29.0Picker vehicles APIThe vehicles API from Picker — 1 operation(s) for vehicles.28.9Halo Connect Partner APIThe Halo Connect Partner API is the read-only REST integration surface of the Halo Connect tire-management ...28.5SWAPI - Star Wars API Vehicles APINon-hyperdrive vehicles (AT-ATs, snowspeeders, sand crawlers).28.2Tekion Inventory APIAccess to new and used vehicle inventory - stock, VIN-level detail, pricing, and availability - exposed to ...27.4Progressive Vehicles APIManage vehicle information for quoting.27.0
Emerging 10 Early or largely undocumented
Ford Vehicles APIThe Vehicles API from Ford — 2 operation(s) for vehicles.25.9AutoLeap Vehicles APICreate, list, get, update, and archive customer vehicle records in bulk, including filtering, searching, an...23.2Fleet Complete Unity Vehicles APIList and filter vehicles (getVehicles with VehicleFilter), fetch a vehicle by ID or VIN (getVehicleById, ge...23.2Autotrader Vehicles APIProvides VRM and VIN lookups, MOT history, vehicle features, valuations, and retail metrics for individual ...22.7Verizon Connect Driver Assignment APIManages the assignment of drivers to vehicles within a Reveal account. Endpoints modeled from the published...21.6Verizon Connect Vehicle APIRetrieves the vehicles tracked within a Reveal account and their configuration and metadata. Related docume...21.6Omnitracs Entity Management Web ServicesServices Portal entity-management web services for maintaining fleet master data - vehicle maintenance (add...16.1Reynolds Vehicle Inventory APINew and used vehicle inventory in the Reynolds DMS - VINs, stock numbers, pricing, and status - available t...15.2Fleetmatics Reveal APIThe Fleetmatics Reveal API - delivered through the Fleetmatics Integration Manager (FIM) / Reveal Integrati...13.8vAuto Inventory APIPartner-gated API that lets authorized integrators programmatically read vehicle information and update lis...13.1
Minimal 2 Almost no public developer surface
Getaround Owner APIHistorical partner/owner REST API used by fleet-management integrators (CarSync, FleetWire, Kitts) to sync ...10.1ISAAC Vehicles APIModeled interface for retrieving fleet vehicles and tractor/trailer assets configured on the ISAAC platform...8.4

Companies reaching this through an API (53)

These companies publish an API, specification or operation carrying “Vehicles” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Advance Auto Parts Aperia Technologies Argyle AutoLeap BigChange Bird BMW ConnectedDrive Bringg ChargePoint Chicago Transit Authority Distru Dott Enode ev.energy Fleet Complete Fleetbase Fleetmatics Flipturn General Services Administration Getaround ISAAC Instruments LocoNav Mark43 Maven Machines MBTA Mile Nash Omnitracs Optibus Picker Progressive Reynolds and Reynolds Samsara Shop-Ware Shopmonkey Skydio Soldo Soldo Software and Services Sound Transit State Farm SWAPI - Star Wars API Tekion Tekmetric Tesla Motors TIER TRONITY U.S. Department of Transportation vAuto Vehicles.dev Verizon Connect
Show all 53 companies ↓
Voi Volteras WorkWave

Score breakdown

Frequency
61.9
log-scaled weighted occurrences
Breadth
0.9
spread across providers
Quality lift
33.6
mean composite of providers using it
Cohesion
8.0
strength of nearest seed neighbor

Related tags

Automobiles 17 co-occurrences Cars 18 co-occurrences Drivers 14 co-occurrences Telematics 21 co-occurrences Fleet Management 25 co-occurrences Trips 9 co-occurrences Fleet 12 co-occurrences Automotive 31 co-occurrences

Where this tag comes from

Provider tag32
Api tag72
Openapi tag45
Openapi op tag205

Cohort brief

Auto-generated

The 30 providers in the APIs.io catalog tagged Vehicles, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
30
all scored
Mean Kin Score
31
+7.1 vs catalog 23.9
Mean Agent Readiness
19.8
+7.8 vs catalog 12
Spread
5–74.2
median 30.5 · σ 13
How the 30 split by band
Exemplar 1Strong 0Developing 4Thin 16Emerging 7Minimal 2
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 34.4 19.8 +14.6 30
Developer Ergonomics 31.3 23.4 +7.9 30
Discoverability 67.8 61.2 +6.6 30
Operational Transparency 18.7 14 +4.7 30
Contract Governance 10.4 6.4 +4 30
Access Clarity 28.8 26.5 +2.3 30

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 7% 10% -3
MCP server (first-party) 10% 13% -3
Agent Skills 0% 0% 0
OAuth scopes 13% 11% +2
Security 100% 97% +3
Arazzo workflows 0% 2% -2
Governance rules 33% 14% +19

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 CarsXE 74.2
  2. 2 Hyundai 48.8
  3. 3 Automile 44.9
  4. 4 Volkswagen 44.9
  5. 5 Shiftmove 43.9
  6. 6 Car API (carapi.app) 38.8
  7. 7 Tesla 38.5
  8. 8 Fleetio 37.5
  9. 9 Studio Ghibli 33.9
  10. 10 Toyota 33.4
Top by Agent Readiness
  1. 1 CarsXE 68.5
  2. 2 CarMD 34.4
  3. 3 Car API (carapi.app) 30.6
  4. 4 Hyundai 29.3
  5. 5 Vehicle API 28.7
  6. 6 Vehicle Databases 28.7
  7. 7 Automile 28.2
  8. 8 Edmunds 27.3
  9. 9 Ford 25.9
  10. 10 FuelEconomy.gov 25.8
All 32 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

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Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/vehicles"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/vehicles"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/vehicles/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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