emerging · 0.4 market industry

Distribution

Score 22.4 / 100 169 providers +46 via APIs 67 APIs Search apis.io →
Workflows using this tag
JFrog Release Bundle v2 Promote · JFrog JFrog Configure Repository Replication · JFrog JFrog Xray Scan Build · JFrog JFrog Cleanup Stale Artifacts · JFrog JFrog Platform Rotate Access Token · JFrog JFrog Promote Build · JFrog JFrog Xray Policy and Watch · JFrog JFrog Provision Local Repository · JFrog
Business capabilities this tag reaches
Marketing Management 1 Information Technology Management 1 Software Release & Deployment Management 1 Insurance Distribution Management 1 Content Distribution & Delivery Management 1 Agent Infrastructure & Agentic Commerce 1

Providers using this tag (169)

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

Exemplar 1 Complete, well-documented, and agent-ready
Oracle HospitalityTravelUnited StatesHospitalityHotels59 APIs81.7
Strong 5 Solid coverage with minor gaps
Endeavour EnergyEnergyAustraliaUtilitiesElectricity2 APIs56.3LeafLinkCannabisWholesaleB2B MarketplaceSupply Chain2 APIs63.2TUI GroupTravelUnited KingdomAviationAirlines21 APIs55.8AvnetFortune 500ElectronicsComponentsSupply Chain23 APIs55.5DynamoiMusic PromotionSpotifyYouTube1 API54.9
Developing 19 Usable, with meaningful gaps to close
APOLLO InsuranceInsuranceCanadaInsurtechBrokerage3 APIs54.0NabisCannabisWholesaleMarketplace3 APIs51.7SAP Sales and Distribution (SD)ERPODataS/4HANA17 APIs48.2ECI SolutionsAccountingBuilding SupplyBusiness ManagementCRM18 APIs53.9Con EdisonEnergyUnited StatesNew YorkUtilities1 API53.1NextworldCompanyERPNo-CodeEnterprise Application Platform2 APIs52.8American Express Global Business TravelTravelUnited StatesCorporate TravelTravel Management17 APIs51.5Pax8CompanyEnterpriseCloud MarketplaceMSP6 APIs50.7TravelokaTravelOnline Travel AgencyAccommodationHotel Booking2 APIs50.5ViatorTravelUnited StatesTours and ActivitiesExperience4 APIs49.7OpenTravel AllianceTravelUnited StatesStandardsAviation8 APIs47.3Digi-KeyShoppingPublic APIsElectronic Components22 APIs47.2TourRadarTravelToursBookingMarketplace1 API46.6Virgin AtlanticTravelUnited KingdomAviationAirlines12 APIs45.4KlookCompanyMarketplaceTravelTours and Activities1 API44.3Beacon Roofing SupplyConstructionRoofingBuilding Materials19 APIs44.1CanixCannabisERPSeed-to-SaleCompliance1 API44.0DistruCompanyCannabisERPSeed-to-Sale2 APIs43.2Proton.aiCompanyCRMSales1 API41.6
Thin 23 Limited public surface area
RecurrencyCompanyArtificial IntelligenceERP1 API37.8distribution-techCompanyMarketingSoftware-as-a-Service1 API37.7AGLCompanyGolfTravelBooking3 APIs35.5DerbySoftCompanyEnterpriseTravelHospitality3 APIs34.7SteamGamingValveSteamworks1 API34.4QantasTravelAustraliaAviationAirlines1 API34.0KeygenSoftware LicensingEntitlementsLicense KeysMachine Activation1 API32.2RevelatorMusicRightsRoyalties1 API28.9Sage X3ERPManufacturingSupply Chain3 APIs28.7Nuitée (LiteAPI)TravelHotelsBooking1 API27.5Hydro OneEnergyCanadaUtilitiesElectricity1 API26.7KnowdeCompanyChemicalsIngredientsMarketplace2 APIs39.2WebjetTravelAustraliaOTAAviation17 APIs38.9WestJetTravelCanadaAviationAirlines1 API37.6ScanSourceScanSourceBarcodesPoint-of-Sale3 APIs36.3Tech DataCloudInformation TechnologyPartners1 API35.7Air CanadaTravelCanadaAviationAirlines10 APIs32.7CloudsmithArtifact ManagementDeveloper ToolsDevOpsDevSecOps1 API32.3LighthouseHospitalityHotelsTravelRevenue Management1 API31.2Arrow ElectronicsElectronicsComponentsSupply ChainProcurement2 APIs31.0Corporate Travel ManagementTravelAustraliaCorporate TravelTravel Management Company1 API29.3ATCOEnergyCanadaUtilitiesElectricity2 APIs28.2British AirwaysTravelUnited KingdomAviationAirlines1 API27.2
Emerging 57 Early or largely undocumented
TrainlineTravelRailUnited KingdomEurope1 API25.5TravelClick (Amadeus)CompanyAi AppsHospitalityHotels1 API24.1We Are 14, Inc.Artificial IntelligencePlatformSoftware1 API23.7EpicorERPManufacturingEnterprise1 API22.9HyperguestCompanyHospitalityHotelsTravel1 API21.8SYSPROERPManufacturingInventory3 APIs21.2boombox.ioCompanyMusicAI Tools19.8AcumaticaERPCloud ERPFinancial ManagementInventory1 API17.9AudoraMusicPromotionIndependent Artists1 API17.3Cardinal HealthB2BEDIHealthcare1 API13.9ProviCompanyBeveragesAlcoholMarketplace12.9Helloworld TravelTravelAustraliaNew ZealandTravel Agency12.2HEDNATravelUnited StatesHospitalityHotels12.1QXO Building ProductsBuilding ProductsB2BConstruction6 APIs12.0ReverbNationMusicPromotionArtists11.7Enterprise MobilityTravelUnited StatesCar RentalGround Transportation4 APIs25.5PepperCompanyApplicationFood and Beverage24.9WorldiaTravelTourismBookingTrip Planning1 API24.3Graybar ElectricFortune 500ElectricalData Networking1 API24.0JetstarTravelAustraliaAviationAirlines1 API23.8TransatTravelCanadaAviationAirlines1 API23.8FlixBusCompanyTransportationTravelMobility2 APIs23.7Genki ForestCompanyBeveragesFood and BeverageConsumer Packaged Goods1 API23.5VIA Rail CanadaTravelCanadaRailPassenger Rail1 API22.9JetBlueTravelUnited StatesAviationAirlines21.9QogitaCompanyE-CommerceWholesaleMarketplace1 API21.9Breeze AirwaysCompanyAirlinesTravelAviation1 API21.7ConexiomCompanyEnterprise SoftwareOrder AutomationInvoice Automation20.1R.E. Merrill & AssociatesIndustrial PumpsPump SelectionIndustrial EquipmentChemical Processing1 API20.1EssendantWholesaleSupply ChainOffice Supplies19.9FinaeoInsuranceCanadaLife InsuranceInsurtech19.9Wyndham Hotels & ResortsTravelUnited StatesHospitalityHotels3 APIs19.9American Tire Distributors HoldingsTiresAutomotiveWholesale19.5AmtrakTravelUnited StatesRailPassenger Rail1 API18.7Crane Worldwide Logistics3PLAir FreightCustoms Brokerage1 API18.7Flight NetworkTravelCanadaAviationAirlines18.0Flight Centre Travel GroupTravelAustraliaCorporate TravelTravel Agency2 APIs17.7BC HydroEnergyCanadaUtilitiesElectricity17.4FergusonPlumbingHVACBuilding Supplies1 API16.8MUBICompanyStreamingMediaEntertainment15.3Boise CascadeBuilding MaterialsConstructionEngineered Wood14.5Porter AirlinesTravelCanadaAviationAirlines14.5easyJetTravelUnited KingdomAviationAirlines1 API13.7bttnCompanyMedical SuppliesHealthcareE-Commerce13.6VWR International (Avantor)LaboratoryLife SciencesProcurement13.6ContinuumCompanyReturnsWarrantyReverse Logistics13.4GreenworkCompanyEnterpriseHVAC13.3IHG Hotels & ResortsTravelUnited KingdomHospitalityHotels13.3ParspecCompanySoftware-as-a-ServiceConstructionMEP13.2The Coca-Cola CompanyBeveragesBeverage ManufacturerConsumer Goods2 APIs13.0Grove HealthCompanyHealthcareMedical Supplies12.9US FoodsFood ServiceFortune 500Supply Chain2 APIs12.6GrooverCompanyMarketplaceMusicMusic Promotion12.4Rex AirlinesTravelAustraliaAviationAirlines12.4Anixter InternationalB2B CommerceCablesData Communications1 API11.8Choice HotelsTravelUnited StatesHospitalityHotels11.8Virgin AustraliaTravelAustraliaAviationAirlines11.7
Minimal 64 Almost no public developer surface
LANDRCompanyMusicArtificial IntelligenceAudio1 API10.8AgriAkuCompanyAgricultureAgTechE-Commerce10.6AdvantiveCompanyManufacturingERP10.3JulebCompanyHealthRetail1 API10.2WESCO InternationalSupply ChainElectricalIndustrial9.0VelugaCompanyAlcoholBeveragesWholesale8.8BelieveMusicArtist DevelopmentSongwritersRecord Labels1 API8.6SymboticArtificial IntelligenceAutonomous Mobile RobotsCase Handling8.3MetcashCompanyWholesaleGroceryRetail8.1StereInsuranceInsurtechEmbedded InsuranceAPI-as-a-Service4 APIs8.0SilverRailCompanyTravelRailTransportation7.9McKessonFortune 500HealthcareMedical Supplies6.1BluemtecCompanyHealthcareBig Data5.4TBO.comTravelB2BPlatform5.3Technical CommunitiesCompanyResellerMarketingGSA5.0Sokowatch / WasokoB2B CommerceInformal RetailSupply Chain4.6innosticCompanyHealthcareMedical DevicesSupply Chain3.71K Kirana BazaarCompanyRetailE-CommerceCommerce3.6MarkatoCompanyBeautyCosmetics3.4CinqmusicMusicPublishingArtists3.1AanteCompanyIndustrial AutomationFactory AutomationManufacturing10.6On the BeachTravelUnited KingdomOTAOnline Travel Agency10.3Central Garden and PetPet ProductsGardenConsumerConsumer Goods10.2DuettiCompanyMusicMusic RightsRoyalties10.2ArzanaCompanyManufacturingERPAI Agents10.0Foundation Building MaterialsBuilding MaterialsConstructionDrywall10.0BeatportMusicElectronic MusicDance MusicDJ9.4Sales PatriotCompanySalesSupply ChainArtificial Intelligence9.1WatscoHVACB2BE-Commerce8.8KamanAerospaceIndustrial1 API8.5Reliance Steel & AluminumMetalsManufacturingSupply Chain8.2W. W. GraingerFortune 500Industrial SupplyMRO7.9Ferrellgas PartnersEnergyPropaneFuel7.6Reece GroupCompanyPlumbingHVACBuilding Supplies7.3RedoxCompanyChemicalsIngredients7.1Jet2TravelUnited KingdomAviationAirlines7.0SkyscannerTravelTravel SearchFlightsHotels6.9Chiquita Brands InternationalAgribusinessBananasConsumer Packaged Goods6.7TravelierCompanyTravelTransportationGround Transportation2 APIs6.3Golden State Medical SupplyCompanyPharmaceuticalsPackaging5.7PEI-GenesisElectronicsConnectorsCable Assembly5.2ATMI SalesCompanyElectronicsSemiconductorsManufacturers Representative4.9Owens & MinorFortune 500HealthcareMedical Supplies4.9MSC Industrial DirectIndustrialMaintenanceManufacturing4.8VeritivPackagingFacility SolutionsPrintPublishing4.6MWI Veterinary SupplyAnimal HealthPharmaceuticalsVeterinary4.4Core & MainConstructionDrainageFire Protection4.1element14CompanyElectronicsEngineering4.1Premier InvestmentsCompanyRetailInvestmentASX Listed4.0iglooCompanyFinancial ServicesInsuranceInsurtech3.6Core-Mark HoldingBeveragesCandyConsumer Packaged GoodsConvenience Stores3.4FastenalConstructionEDIFortune 5003.4High Jump SoftwareCompanySupply ChainWarehouse ManagementLogistics3.4OsyvaCompanyVeterinaryB2B CommerceProcurement3.4Performance Food GroupFoodFood ServiceFortune 5003.4Patterson CompaniesDentalAnimal HealthVeterinary3.3Edge MedicalCompanyHealthcareMedical DevicesMedical Device Distribution3.0MRC GlobalEnergyIndustrialPipe3.0SoffCompanyQuotingSales3.0Old Town MediaCompanyMediaConsultingJournalism2.6Nexeo Solutions HoldingsChemicalsPlasticsLegacy1.710i Commerce Services Pvt Ltd (ShopX)CompanyDefunctE-CommerceB2B0.0BMC Stock HoldingsBuilding MaterialsConstructionLumber0.0PharmapacksCompanyE-CommerceMarketplaceFulfillment0.0

APIs with this tag (67)

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 4 Complete, well-documented, and agent-ready
GitHub Releases APIThe GitHub Releases API lets you create, edit, and delete releases for a repository, as well as upload and ...85.4JFrog Distribution APIDistribute release bundles to edge nodes74.4Chili Piper Distribution APIThe distribution API from Chili Piper — 3 operation(s) for distribution.69.3Hive Civilization Distribution APIThe distribution API from Hive Civilization — 5 operation(s) for distribution.66.5
Strong 11 Solid coverage with minor gaps
Oracle GoldenGate Distribution APIDistribution paths for trail data delivery62.5S&P Global MarketplaceData and analytics catalog spanning S&P Global business units (Market Intelligence, Ratings, Commodity Insi...61.3Amazon Web Services Distribution APIThe Distribution API from Amazon Web Services — 9 operation(s) for distribution.60.5EVEDEX Distribution APIThe Distribution API from EVEDEX — 5 operation(s) for distribution.58.2Mews Channel Manager APITwo-way API for channel managers and distribution channels. Mews-side operations let channel managers recei...57.1Alpic Distribution APIThe distribution API from Alpic — 2 operation(s) for distribution.56.9Wego Flight B2B Distribution API v3B2B distribution API for partners to search and retrieve available flight prices and itineraries from Wego ...56.8Wego Hotel B2B Distribution APIB2B distribution API for partners to pull static property content, price hotel rates for search criteria, a...56.8Akkio Distribution APIThe distribution API from Akkio — 3 operation(s) for distribution.56.2Google Play Console APIProgrammatically manage app releases and track analytics.56.1Avnet API Portal (Procurement APIs)Avnet's distribution-business API programme, relaunched in June 2025 on a global Azure API Management porta...55.5
Developing 15 Usable, with meaningful gaps to close
Distribution SpecificationThe Distribution API (currently 0.3) defines how buildpacks, extensions, and builders are packaged as OCI a...53.5Cavuno Distribution APIXML feeds of your published jobs for job aggregators (Indeed, Jooble, Careerjet, Jora, Jobrapido, or a cust...53.3Con Edison Hosting Capacity Map REST APICon Edison's distribution-grid open data, published as anonymously readable Esri ArcGIS REST feature servic...53.1Olo Network APIThe Olo Network is a second-party ordering ecosystem that exposes participating restaurant brands' menus an...52.7Docker Distribution APIThe Distribution API from Docker — 1 operation(s) for distribution.52.0huggingbay-xyz Distribution APIThe Distribution API from huggingbay-xyz — 1 operation(s) for distribution.51.0propraven-com Distribution APIBulk delivery metadata (Cloudflare R2, Databricks Delta Sharing). Signed-in session only; an anonymous call...50.9Distribution API SpecificationThe Distribution API specifies how buildpacks and builders are packaged as OCI artifacts, signed, and distr...49.1Akash Network Distribution APIThe Distribution API from Akash Network — 8 operation(s) for distribution.48.3QlikView Distribution Service API (IQDS)API interface for the QlikView Distribution Service, providing programmatic access to document distribution...48.1Sideko Homebrew TapHomebrew tap that publishes the `sideko` CLI binary (`brew install sideko-inc/tap/sideko`).46.7Chrome Web Store APIAPI for publishing and managing extensions in the Chrome Web Store.46.2majesco Distribution APIQuote and bind operations for distribution channels43.0Sage X3 APISage X3 provides a GraphQL API offering flexible data access for ERP operations including manufacturing, di...41.8Proton APIAI REST API returning product recommendations and performing actions in the Proton.ai distributor platform....41.6
Thin 16 Limited public surface area
WestJet Direct Connect APIWestJet's IATA New Distribution Capability (NDC) direct-connect interface for travel sellers, offered in ND...37.6Qorevia Distribution APIThe Distribution API from Qorevia — 1 operation(s) for distribution.36.1TD SYNNEX Digital Bridge APIDigital Bridge is TD SYNNEX's integration platform providing enterprise-grade REST APIs and pre-built conne...35.7Brightcove Social APIRetrieves social sharing status and history for videos distributed to social media platforms.35.0samedaydesk-com Distribution APIThe Distribution API from samedaydesk-com — 4 operation(s) for distribution.31.6EAS Submit APIAutomated upload service that publishes compiled app binaries to the Apple App Store and Google Play Store ...31.4Glassnode Distribution APIThe Distribution API from Glassnode — 1 operation(s) for distribution.31.3Visual Studio Marketplace APIThe Visual Studio Marketplace API provides access to the extension marketplace for Visual Studio, VS Code, ...31.0Ximalaya Paid Content & Distribution APIThe paid-content and distribution HTTP+JSON API on mpay.ximalaya.com: product/price lookup (get_price_info,...30.0Revelator Distribution APIRelease validation, distribution options, queueing, status, takedown.28.9Sage X3 REST Web ServicesRESTful web service interface for Sage X3 business objects. Supports standard HTTP methods (GET, POST, PUT,...28.7GridGain Distribution APIThe distribution API from GridGain — 1 operation(s) for distribution.28.6Exactly Protocol RewardsController APISmart contract interface for querying and claiming EXA and esEXA token rewards distributed to depositors an...27.9Indus AppStore Developer PlatformPhonePe's Indus AppStore is an India-first native Android app marketplace with a developer console for app ...27.7British Airways NDC APIBritish Airways' IATA New Distribution Capability API - a direct link into BA's host reservation system for...27.2Simplecast Distribution APIDistribution channels a podcast is syndicated to.27.2
Emerging 15 Early or largely undocumented
Trainline Global APITrainline Partner Solutions' wholesale rail and coach distribution API, sold to travel sellers, OTAs, TMCs ...25.5Worldia APIWorldia production REST API. An API Platform (Symfony) deployment that content-negotiates application/vnd.w...24.3Air Transat NDC Direct Connect API (Radixx ConnectPoint)The direct-connect flight shopping, booking, payment and servicing API that Air Transat publishes to OTA an...23.8Jetstar APIThe Jetstar API is Jetstar's direct-connect distribution channel for Registered Travel Agents and partners....23.8Flix APIThe partner-facing Flix API, published through the Flix Developer Portal. Documentation covers API referenc...23.7Chainguard Images Registry (cgr.dev)cgr.dev is the OCI-compliant distribution endpoint for Chainguard Images. Standard OCI and Docker tooling (...22.8Wynsure Sales and Broker Management APIFront-office sales management API focused on monitoring and visualizing insurance sales performance for bro...22.0Atomic Deposit APIDeposit (formerly Direct Deposit Switching) lets users redirect all or part of their paycheck to a new acco...18.5Acumatica REST APIContract-based REST API for Acumatica ERP providing programmatic access to financial management, order mana...17.9Condé Nast Entertainment Video DistributionCondé Nast Entertainment, launched in 2011, develops film, TV, social and digital video, and VR. Video is d...17.7TPConnects Astra NDC API GatewayAstra is the TPConnects NDC API Gateway for airlines, letting carriers make their content and offers availa...17.7Ferguson Enterprise APIsA curated set of REST/JSON Enterprise APIs that let approved partners and software providers transact with ...16.8IATA New Distribution Capability (NDC)NDC is an XML-based data transmission standard that enhances the capability of communications between airli...15.6Tour Amigo Partner APITour Amigo's bookable two-way partner API powers its API-powered channel manager. Operators expose tours, a...13.8Anixter eCommerce Integration APIAnixter (now part of Wesco International) provides B2B eCommerce integration services including EDI (Electr...11.8
Minimal 6 Almost no public developer surface
Beauty Systems Group (BSG) Professional PlatformThe Beauty Systems Group professional distribution platform serving licensed salon professionals. Provides ...10.5Kaman Corporation APIThe Kaman Corporation API provides access to platform services and data for enterprise integration and auto...8.5ConnectZ Agencies Details APIReturns agency / distribution-partner details (name, branch, contact, commercial relationship) used to powe...8.2Stere Distribution APIStere Distribution gives brokers, wholesalers, fintechs, and embedded partners "broad access to insurance p...8.0Franchise Law UpdateAttorney-authored LexBlog covering franchise and distribution law.6.3Travelier ConnectTravelier Connect is the group's partner distribution API — marketed on travelier.com/partners as "the larg...6.3

Companies reaching this through an API (46)

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

Akash Network Akkio Alpic Amazon Web Services Android Atomic Brightcove Buildpacks Io Cavuno Chainguard Chili Piper Cloud Native Buildpacks Condé Nast Docker EVEDEX Exactly Protocol Expo Fox Rothschild GitHub Glassnode Google Chrome GridGain Hive Civilization huggingbay-xyz IATA JFrog Majesco Mews Microsoft Visual Studio Olo Oracle GoldenGate PhonePe propraven-com QlikView Qorevia S&P Global Sage Sally Beauty Holdings samedaydesk-com Sideko Simplecast TourAmigo Wego Wynsure Ximalaya Zurich Insurance

Score breakdown

Frequency
62.0
log-scaled weighted occurrences
Breadth
2.5
spread across providers
Quality lift
24.4
mean composite of providers using it
Cohesion
9.4
strength of nearest seed neighbor

Where this tag sits

169 providers carry this tag directly, and 257 counting the 6 narrower tags below — 88 more to reach.

Food Distribution 11 providers Hotel Distribution 4 providers IT Distribution 3 providers Pharmaceutical Distribution 3 providers Wholesale Distribution 7 providers Wholesale 84 providers

Related tags

Booking 47 co-occurrences Travel 52 co-occurrences Airlines 19 co-occurrences Hotels 22 co-occurrences Aviation 24 co-occurrences GDS 13 co-occurrences NDC 13 co-occurrences Corporate Travel 13 co-occurrences

Where this tag comes from

Provider tag169
Api tag67
Openapi tag17
Openapi op tag61

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.

MarketShare of the market's providers
Travel and Airline Distribution28%

Cohort brief

Auto-generated

The 155 providers in the APIs.io catalog tagged Distribution, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
155
of 169 in the catalog
Mean Kin Score
21.6
-1.2 vs catalog 22.8
Mean Agent Readiness
10.6
-2.7 vs catalog 13.3
Spread
0–81.7
median 17.4 · σ 16.3
How the 155 split by band
Exemplar 1Strong 5Developing 19Thin 22Emerging 56Minimal 52
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Discoverability 58.7 57.9 +0.8 155
Operational Transparency 12.6 12.4 +0.2 155
Contract Governance 9.5 9.4 +0.1 155
Developer Ergonomics 21.7 22.1 -0.4 155
Access Clarity 21.6 25 -3.4 155
Contract Quality 14.6 18.2 -3.6 155

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% 16% -9
MCP server (first-party) 7% 14% -7
Agent Skills 0% 0% 0
OAuth scopes 15% 13% +2
Security 100% 98% +2
Arazzo workflows 3% 2% +1
Governance rules 25% 35% -10

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 Oracle Hospitality 81.7
  2. 2 LeafLink 63.2
  3. 3 Endeavour Energy 56.3
  4. 4 TUI Group 55.8
  5. 5 Avnet 55.5
  6. 6 Dynamoi 54.9
  7. 7 APOLLO Insurance 54
  8. 8 ECI Solutions 53.9
  9. 9 Con Edison 53.1
  10. 10 Nextworld 52.8
Top by Agent Readiness
  1. 1 distribution-tech 52.7
  2. 2 Viator 48.1
  3. 3 Canix 47.4
  4. 4 ECI Solutions 45.4
  5. 5 American Express Global Business Travel 43
  6. 6 OpenTravel Alliance 41.5
  7. 7 Traveloka 40.6
  8. 8 TUI Group 39.6
  9. 9 Recurrency 39.3
  10. 10 Dynamoi 38.4
All 169 members of this roster resolve to a provider in the catalog; 155 carry a score (92%). The figures above describe the scored members only.
Coverage caveat. 145 of 155 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 7 November 2026, across 38912 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

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

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 →

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