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 →

Exemplar 17 Complete, well-documented, and agent-ready

Twilio Fleets APIThe Fleets API from Twilio — 2 operation(s) for fleets.90.8 Elastic Stack (ELK Stack) Fleet APIThe fleet API from Elastic Stack (ELK Stack) — 4 operation(s) for fleet.80.8 HERE Tour Planning APIVehicle routing problem (VRP) solver for fleets, with time windows, capacities, breaks, skills, multi-trip,...79.0 Elastic Fleet APIThe Fleet APIs support Fleet's use of Elasticsearch as a data store for internal agent and action data.78.4 Hive Civilization Fleet APIThe fleet API from Hive Civilization — 12 operation(s) for fleet.78.0 Azure Kubernetes Service Fleets APIThe Fleets API from Azure Kubernetes Service — 4 operation(s) for fleets.77.3 Microsoft Azure Fleets APIThe Fleets API from Microsoft Azure — 4 operation(s) for fleets.75.7 F5 NGINX One Console APIAPI for managing and monitoring NGINX instances across environments from a single console, including config...74.7 Fleet EngineGoogle Maps Platform mobility backend for on-demand trips (TripService, VehicleService) and scheduled last-...73.6 Route Optimization APIAssign tasks and routes to a vehicle fleet, optimizing against objectives and constraints for transportatio...73.6 AWS CodeBuild Codebuild Fleet APIThe Codebuild Fleet API from AWS CodeBuild — 5 operation(s) for codebuild fleet.71.8 Azure Cosmos DB Fleets APIThe Fleets API from Azure Cosmos DB — 1 operation(s) for fleets.69.4 Enphase VPP APIThe Virtual Power Plant (VPP) API allows energy aggregators and utilities to create and manage VPPs that mo...68.6 Red Hat Edge Management APIAPI for fleet edge management capabilities including device provisioning, image management, update orchestr...67.3 Amazon Deadline Cloud Fleets APIOperations for managing compute fleets67.0 Nordlet Fleet APIThe fleet API from Nordlet — 8 operation(s) for fleet.66.7 Unity Fleets APIManage server fleets66.5

Strong 12 Solid coverage with minor gaps

Fleet APIThe Fleet API from Fleet — 2 operation(s) for fleet.64.0 Nash Fleet APIInbound endpoints fleets call to update in-flight deliveries.62.9 spicrawl-com Fleet APIDeployment capacity and readiness.62.7 emem Fleet APIThe Fleet API from emem — 1 operation(s) for fleet.61.7 ArcNautical Fleets APINamed sets of hulls with an exposure roll-up and a change feed, for asking what moved since a cursor instea...61.5 Rollee Company APICompany-side (employer / fleet) API to manage companies and company accounts and retrieve employees, absenc...60.6 amfionhq-com Fleet APIThe Fleet API from amfionhq-com — 3 operation(s) for fleet.59.4 Avala AI, Inc. Fleet APIThe fleet API from Avala AI, Inc. — 21 operation(s) for fleet.58.5 GSA Fleet Vehicles / Vehicle LeasingGSA Fleet provides leasing services for a wide variety of vehicle and fuel types for participating federal ...57.4 Autopay Fleet APIThe Autopay Fleet API provides fleet information for company vehicle fleets, enabling fleet managers to tra...55.4 Autopay Fleet APIFleet vehicle management and parking/toll service retrieval55.4 Anomaly Detection Fleet APIThe Fleet APIs support Fleet’s use of Elasticsearch as a data store for internal agent and action data.54.6

Developing 17 Usable, with meaningful gaps to close

Balena Cloud APIThe balenaCloud REST API is the primary interface to the balena platform. It exposes resources for devices,...52.4 Balena Fleets (Applications) APIManage balena fleets, formerly known as applications, that group devices and releases for deployment.52.4 Chargefox Fleets APIThe Fleets API from Chargefox — 4 operation(s) for fleets.49.9 CCP Games Fleets APIThe Fleets API from CCP Games — 8 operation(s) for fleets.49.6 May Mobility Fleet Batch (REST) APIA REST API that returns historical May Mobility vehicle data between two Unix timestamps. Telemetry is retr...49.5 May Mobility Fleet Realtime APIA WebSocket streaming API that delivers live May Mobility vehicle data in two modes. Telemetry mode streams...49.5 Mercedes-Benz Fleet APIThe Mercedes-Benz Fleet API integrates vehicle data into fleet management systems without retrofit hardware...48.9 Bear Robotics Fleet Management APIFleet-level operations48.3 DNV Vessel RegisterDNV Vessel Register provides access to DNV's public registry of classified vessels including vessel identif...48.0 Pure Storage Fleets APIA fleet is a collection of Arrays.47.7 Bernstein Fleet APIThe Fleet API from Bernstein — 4 operation(s) for fleet.46.5 Laka Fleets APIThe fleets API from Laka — 1 operation(s) for fleets.45.8 ISO 15143-3 (AEMP 2.0) APICaterpillar's implementation of the ISO 15143-3 (AEMP 2.0) mixed-fleet telematics standard. Publishes Fleet...45.7 EVE Online Fleets APIThe Fleets API from EVE Online — 16 operation(s) for fleets.45.2 Golioth Device SettingsCloud-managed settings pushed to one device, a group, or an entire fleet. Firmware subscribes to settings k...44.6 silvercar Fleets APIFleet actions and resources43.3 MarineTraffic Fleets APIThe Fleets API from MarineTraffic — 4 operation(s) for fleets.40.8

Thin 24 Limited public surface area

Skydio Cloud APIThe Skydio Cloud API is an HTTP-based REST API with JSON request and response bodies that lets developers m...39.2 Revvo Fleet APIThe Fleet API38.6 Proemion AEMP APIExport machine data from the DataPlatform according to the AEMP (ISO 15143-3) telematics data-exchange stan...38.1 MyAdmin APIThe MyAdmin API provides reseller and partner access to Geotab's administrative platform for managing datab...36.2 Ryder System Fleet APIFleet vehicle information and specifications34.3 Kibana Fleet APIThe Fleet API from Kibana — 1 operation(s) for fleet.34.2 Memfault Devices APIList, search, and update devices including hardware version, software version, cohort membership, and metad...33.9 Fleetworthy Asset Management APICreate, read, update, and delete asset (vehicle/equipment) information to sync fleet asset data with extern...33.7 OpenRouteService Optimization APISolves vehicle routing problems using the VROOM engine, optimizing routes for fleets of up to 3 vehicles an...33.0 Samsara Fleets APIThe Fleets API from Samsara — 7 operation(s) for fleets.32.0 Formant Admin APIFormant's primary REST API, served from `https://api.formant.io/v1/admin`. Covers devices, fleets, streams,...31.0 Toyota Fleet APIFleet vehicle management operations31.0 Gausium Cloud Open APIREST API for the Gausium Cloud platform. Authenticated with OAuth 2.0 bearer tokens (custom open-access gra...30.5 Airlabs Aircraft Fleet Database APIAccess global aircraft fleet data with registration numbers, ICAO hex codes, manufacturer serial numbers, a...29.8 Airlabs Fleets APIAircraft fleet records29.8 United Rentals Fleet APIFleet and worksite management29.1 Toro myTurfToro myTurf Pro is a web-based equipment management solution for golf courses and sports fields that provid...28.7 Xerox Managed Print Services APIThe Xerox MPS-API and Support Assistant API (SA-API) provide a secure common interface allowing third parti...28.5 Edgegap Fleets APIPrivate fleet deployments and host inventory.27.6 Fleetbase Fleets APIGroupings of drivers and vehicles.27.4 US Bank Voyager Fleet APIThe Voyager Fleet API suite provides fleet management capabilities for the Voyager network, enabling access...27.3 ChargePoint Fleet Management APIManage electric vehicle fleet charging through ChargePoint's platform. Access vehicle registration, driver ...27.1 ChargePoint Station Groups APIManage and query ChargePoint station groups that organize charging infrastructure by location, fleet, or or...27.1 ServiceUp MCP ServerLive Model Context Protocol server operated by ServiceUp at api.serviceup.com/mcp, exposing the agentic rep...27.0

Emerging 24 Early or largely undocumented

Motive Fleet APICore REST API providing access to driver management, vehicle tracking, Hours of Service logs, IFTA trip rep...26.1 AAR Trax Aviation SoftwareTrax is AAR's aviation software subsidiary, wholly owned since 2023. Its flagship eMRO is a browser-based, ...25.5 Goodyear Service Ticket APIThe Goodyear Service Ticket API provides management of service tickets for commercial truck tire services.23.2 Goodyear Work Order APIThe Goodyear Work Order API enables management of service work orders for commercial truck tire services.23.2 Stellantis Capabilities APIAccess to Vehicles details & onboard capabilities22.8 DNA Script SYNTAX Console GraphQL APIThe GraphQL API behind DNA Script's SYNTAX Console Software — the fleet-management layer customers use to d...21.4 Thermo King ConnectedSuiteConnectedSuite is Thermo King's umbrella of connected products — TracKing telematics, TracKing Pro (energy ...20.1 Thermo King TracKing TelematicsThermo King TracKing is the flagship telematics platform for transport refrigeration units (TRUs) — trailer...20.1 Garmin Fleet Management PlatformDeveloper integration for Garmin Fleet purpose-built truck and commercial vehicle navigators, enabling disp...20.0 Uptake Platform APIUptake's customer-provisioned REST API. The gateway is live at api.uptake.com (AWS API Gateway behind Cloud...19.7 Autofleet Platform APIAutofleet's public REST API and webhook surface for its fleet and mobility optimization platform — vehicles...19.0 Ecorobotix Portal APIThe authenticated REST API behind the Ecorobotix cloud portal at portal.ecorobotix.cloud, which customers u...18.6 Condition Monitoring and Fleet ManagementWabtec's condition monitoring platform (FleetONE and CMMS - Condition Monitoring Management System) provide...17.3 WabtecONE PlatformWabtecONE is Wabtec's digital intelligence platform enabling railroads and industrial operators to connect ...17.3 Coast APICoast's stable v2 REST API for programmatic access to fleet and fuel expense data — cards, drivers, vehicle...16.5 Halo Connect Partner APIThe Halo Connect Partner API is the read-only REST integration surface of the Halo Connect tire-management ...15.9 Terex Telematics APITerex digital solutions including MyTerex fleet management, Connected Dealer Inventory (CDI), and telematic...15.0 RushCare Service ConnectRushCare Service Connect is a technology platform that provides a single portal integrated with OEMs, third...14.8 WABCO Fleet Management APIWABCO's fleet management and telematics capabilities, now delivered through ZF's Commercial Vehicle Control...14.6 Printer Fleet & Live SuiteLive Platform provisions and manages Desktop Metal AM systems and users, and Live Monitor surfaces real-tim...13.8 Verizon Connect Driver APIRetrieves and manages the drivers in a Reveal account and their profile data. Endpoints modeled from the pu...13.5 Verizon Connect Vehicle APIRetrieves the vehicles tracked within a Reveal account and their configuration and metadata. Related docume...13.5 Aether Fleet Management (RDFM)The authenticated fleet-management and over-the-air update API behind Aethero's "Aether" user portal at clo...12.4 Fleetmatics Reveal APIThe Fleetmatics Reveal API - delivered through the Fleetmatics Integration Manager (FIM) / Reveal Integrati...11.3

Minimal 5 Almost no public developer surface

AutoLeap Vehicles APICreate, list, get, update, and archive customer vehicle records in bulk, including filtering, searching, an...10.9 Circle K PRO Business Fleet CardCircle K PRO Business Fleet Card is a commercial fleet fuel card with discounts at Circle K locations, acco...10.7 AutoTrac Supervisor Web APIThe AutoTrac Supervisor Web platform provides fleet management capabilities for monitoring vehicle location...10.4 Corpay Fuel & Fleet CardsThe original FLEETCOR business line, covering fuel cards, fleet cards, and trucking-focused payments — incl...6.0 Getaround Owner APIHistorical partner/owner REST API used by fleet-management integrators (CarSync, FleetWire, Kitts) to sync ...0.0

Companies reaching this through an API (51)

These companies publish an API, specification or operation carrying “Fleet Management” 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.

AAR Aethero Airlabs Amazon Deadline Cloud amfionhq-com Anomaly Detection ArcNautical AutoLeap AWS CodeBuild Azure Cosmos DB Azure Kubernetes Service Bernstein CCP Games Corpay (formerly FLEETCOR) Desktop Metal DNA Script DNV Ecorobotix Edgegap Elastic Elastic Stack emem Enphase Energy EVE Online F5 Fleet Formant Garmin General Services Administration Golioth Google Maps Platform Hive Civilization Kibana Laka MarineTraffic Memfault Microsoft Azure Nordlet OpenRouteService Pure Storage Red Hat Rollee spicrawl-com Stellantis Trane Technologies Twilio United Rentals Unity US Bancorp Wabtec

Show all 51 companies ↓

Xerox

Score breakdown

Frequency

65.3

log-scaled weighted occurrences

Breadth

3.1

spread across providers

Quality lift

23.7

mean composite of providers using it

Cohesion

12.7

strength of nearest seed neighbor

Where this tag sits

Transportation broader

Where this tag comes from

Api tag97

Provider tag244

Openapi tag24

Openapi op tag95

Markets provisional

Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.

Market	Share of the market's providers
FMCSA Registered Electronic Logging Devices	52%
Automotive and Mobility	44%
Open Mobility Foundation MDS (shared micromobility, carshare, delivery robots, passenger services)	29%

Cohort brief

Auto-generated

The 224 providers in the APIs.io catalog tagged Fleet Management, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers

224

of 244 in the catalog

Mean Kin Score

24.2

+0.1 vs catalog 24.1

Mean Agent Readiness

12.5

-1.6 vs catalog 14.1

Spread

0–79

median 18.5 · σ 18.5

How the 224 split by band

Exemplar 3Strong 15Developing 35Thin 33Emerging 68Minimal 70

Facet averages, against the whole catalog

Facet	This cohort	Catalog	Difference	Scored
Contract Quality	19.8	18.6	+1.2	224
Developer Ergonomics	25.6	24.5	+1.1	224
Discoverability	59.4	59.1	+0.3	224
Contract Governance	9.7	9.7	0	224
Operational Transparency	12.4	13.2	-0.8	224
Access Clarity	27.8	30	-2.2	224

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

Artifact	This cohort	Catalog	Difference
MCP server (any)	7%	18%	-11
MCP server (first-party)	7%	16%	-9
Agent Skills	0%	0%	0
OAuth scopes	13%	13%	0
Security	100%	99%	+1
Arazzo workflows	1%	1%	0
Governance rules	35%	36%	-1

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 HERE 79
2 Amazon IoT Device Management 69.8
3 raute-io 67.7
4 Trimble 65.9
5 Onfleet 65.8
6 Switch Labs 65.1
7 Nash 62.9
8 Foxglove Technologies 62.8
9 Particle 62.7
10 tread.io 61.4

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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.

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Fleet Management

Providers using this tag (244)

APIs with this tag (99)