emerging · -1.1 market domain

Loyalty

Score 23.5 / 100 204 providers +37 via APIs 81 APIs Search apis.io →
Workflows using this tag
Adyen Classic Authorise and Refund · Adyen Adyen Checkout Payment and Refund · Adyen Adyen Management Create Webhook, Generate HMAC and Test · Adyen Adyen Checkout Payment and Reverse · Adyen Adyen Checkout Payment and Cancel · Adyen Adyen Classic Authorise and Cancel · Adyen Adyen Checkout Payment and Capture · Adyen Adyen List Recurring Details and Disable a Token · Adyen
Business capabilities this tag reaches
Customer Relationship Management 15 Travel Loyalty Programme Management 1

Providers using this tag (204)

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

Exemplar 9 Complete, well-documented, and agent-ready
Strong 11 Solid coverage with minor gaps
Developing 27 Usable, with meaningful gaps to close
Thin 41 Limited public surface area
PAR TechnologyCompanyHospitalityPoint-of-Sale5 APIs38.6XoxodayRewardsEmployee EngagementGift CardsIncentives1 API38.3Kangaroo RewardsCompanyMarketingSoftware-as-a-Service2 APIs37.0LunchboxRestaurantOnline OrderingGuest EngagementCatering4 APIs35.6SwitchflyCompanyTravelTravel Technology1 API34.5StampedCompanyConsumerReviewsRatings2 APIs33.4YotpoE-CommerceReviewsRetention Marketing1 API32.7StarbucksCoffeeFood ServiceOrdering1 API32.0POINT.METravelAward TravelPoints and Miles1 API31.9ZinreloRewardsPointsCustomer Retention1 API30.0PaytronixRestaurantGift CardsOnline Ordering12 APIs29.0Smile.ioRewardsReferralsE-Commerce1 API29.0Eagle EyePersonalizationPromotionsRetail28.7CheerfyCompanyRestaurantHospitalityCRM27.9Open LoyaltyGamificationRewardsPoints1 API27.3SmartrrSubscriptionShopifyE-Commerce1 API26.7Casey's General StoresAzure API ManagementConexxusConvenience StoresFood Service21 APIs39.0EZRCompanyEnterpriseSCRMCRM2 APIs38.9FidelCompanyPaymentsCard LinkingTransaction1 API38.8Real Gift ServicesCompanyGiftingGift CardsRewards1 API38.2SwiftlyRetailRetail MediaGroceryAdvertising1 API38.2GiftbitGift CardsDigital RewardsIncentivesPayments1 API38.0IbottaCompanyConsumerCashbackRewards2 APIs37.7BYBECompanyAlcoholBeveragesPromotions1 API37.6WestJetTravelCanadaAviationAirlines1 API37.5ChaseAccount AggregationBankingConsentCredit Cards5 APIs34.9Air CanadaTravelCanadaAviationAirlines10 APIs33.4HarborCommunityEngagementSuperfans1 API33.4Tango CardGift CardsRewardsIncentivesDigital Rewards1 API32.5QantasTravelAustraliaAviationAirlines1 API32.4United AirlinesAirlinesTravelFlight BookingNDC1 API31.9Regal Entertainment GroupCinemaEntertainmentMoviesTicketing1 API31.7LocBox LabsCompanyMarketingPromotionsLocal Marketing1 API31.4PopmenuRestaurantMenusOnline OrderingWebsites2 APIs29.8HopperTravelTravel FintechPrice PredictionCancel For Any Reason1 API29.3Vita Mojo InternationalCompanyHospitalityRestaurantPoint-of-Sale29.2FaveCompanyPaymentsFintechQR Payments1 API29.1LoyversePoint-of-SaleRetailInventoryCafe and Restaurant1 API28.9Lucky CartCompanyRetail MediaMarTechE-Commerce6 APIs28.1HiltonHospitalityHotelsTravelReservations1 API26.7GrabRide HailingFood DeliveryLast Mile DeliveryDigital Payments1 API26.5
Emerging 65 Early or largely undocumented
LoyaltyLionRewardsE-CommercePoints1 API25.0KodoCustomer IntelligenceRewardsAd Network24.2Capillary TechnologiesMarketingSoftware-as-a-ServiceEnterprise5 APIs23.5WebloyaltyCompanyRewardsE-Commerce22.4BellyMarketingSmall BusinessRetail21.9BILTFintechPaymentsRentRewards1 API20.4RediemCompanyCommunityMarketing1 API20.3BinkeyFintechPaymentsHealthcare1 API20.0FetchCompanyConsumerRewards17.1Co:CreateCompanyWeb3Rewards1 API17.0My AICompanyRewardsWeb31 API16.3LevelUpCompanyConsumerPaymentsMobile Payments16.0Salt LabsCompanyEmployee RewardsHuman Resources13.9adjoe (playtime rewards)AdvertisingMonetizationMobile Gaming13.7FivestarsCompanyRewardsPayments13.4WildfireRewardsConsumer InsightsCommerce Media13.4OdynnTravelFintechWhite Label1 API13.1Starwood Hotels and ResortsHotelsTravelHospitality1 API26.0Alaska AirlinesAirlinesAviationTravelCargo8 APIs25.7BikkyRestaurantCustomer Data PlatformGuest AnalyticsIntegration1 API24.9JetBlueTravelUnited StatesAviationAirlines24.2AffinitiCompanyChannel MarketingMarketing AutomationThrough-Channel Marketing23.8VIA Rail CanadaTravelCanadaRailPassenger Rail1 API23.3Wyndham Hotels & ResortsTravelUnited StatesHospitalityHotels3 APIs22.4INK GamesCompanyGamesGamingMobile Games1 API22.0Linkable Networks (Collinson Group)CompanyFintechCard-Linked Offers1 API21.5CardlessCompanyFinancial ServicesFintechCredit Cards2 APIs21.0AmtrakTravelUnited StatesRailPassenger Rail1 API20.4StoreHubCompanyPoint-of-SaleRetailRestaurant20.0Chick-fil-AFast FoodRestaurantFood and Beverage13 APIs19.3Cinemark HoldingsCinemaEntertainmentMovie Theaters19.1KGeNCompanyMarketplaceGamingEsports1 API18.8Upside ServicesCompanyCashbackRetailFuel18.5MenuSifuCompanyPoint-of-SaleRestaurantRestaurant Technology18.3ZippinCompanyRetailRetail TechnologyCheckout-Free1 API17.0AWAYZTravelFintechRewardsMobile App16.9CAVACompanyRestaurantFood and BeverageFast Casual16.7checkout51CompanyCashbackRewardsGrocery16.0ChowbusCompanyRestaurantPoint-of-SaleRestaurant Technology15.9Porter AirlinesTravelCanadaAviationAirlines15.4CStoreProCompanyConvenience StoresRetailPoint-of-Sale14.8AxamerCompanyArtificial IntelligenceAI AgentsRestaurant14.7MYRCompanyPoint-of-SaleRestaurantQuick Service Restaurant14.6SkuposCompanyRetail TechnologyConvenience StoresScan Data14.0Virgin AustraliaTravelAustraliaAviationAirlines14.01World OnlineAdvertisingAudience EngagementPollsSurveys1 API13.9Tiff's TreatsCompanyFood and BeverageRestaurantDelivery13.7Chipotle Mexican GrillBurritosCateringDigital OrderingFast Casual13.5GoSky AICompanyChatbotsConversational MarketingSocial CRM13.2Rex AirlinesTravelAustraliaAviationAirlines13.2Yum ChinaRestaurantFast FoodQuick Service RestaurantDigital Ordering2 APIs13.2NeoTasteCompanyRestaurantDiningFood and Beverage12.8Yum BrandsRestaurantFast FoodQuick Service RestaurantDigital Ordering1 API12.6JokoCompanyFinancial ServicesFintechCashback12.4MOD PizzaCompanyRestaurantFood and BeverageFast Casual12.3Choice HotelsTravelUnited StatesHospitalityHotels12.1StoreCashCompanyCashbackRewardsPayments11.8SweatcoinCompanyFitnessHealthWellness11.8LAP CoffeeCompanyConsumerCoffeeRetail11.7Karma ScienceCompanyConsumerShoppingE-Commerce11.5Blank StreetCompanyConsumerCoffeeRetail11.1ClaimCompanyConsumer AppRewards11.1IHG Hotels & ResortsTravelUnited KingdomHospitalityHotels11.1Happy WorldCompanyDiningRestaurantPayments11.0Jack in the BoxQuick Service RestaurantFast FoodRestaurantDigital Ordering11.0
Minimal 51 Almost no public developer surface
Annex CloudCustomer RetentionRewardsPoints12 APIs10.9LocalCompanyFintechPaymentsQR Payments10.8EbboCompanyMarketing TechnologyPromotions10.0MIDAS TechnologiesCompanyFintechPayments9.8RedcatHospitalityRestaurantTechOrdering9.8Bilt RewardsCompanyFintechRewards9.6LoyalistCompanyHospitalityArtificial Intelligence1 API9.2Mr YumHospitalityRestaurantTechSoftware-as-a-ServiceOrdering6.8CrmbônusCompanySoftware-as-a-ServiceRetail3.0AppCard AICustomer RetentionGroceryAI Analytics2.7TripplusCompanyTravelRewards2.4Best Western FranceHospitalityHotelsTravelReservations2.2PunchdCompanyRewardsMobile0.0Circle KRetailConvenience StoresFuel5 APIs10.7JumpCompanySportsTicketingFan Experience10.5PLAYSTUDIOSCompanyConsumerGamingMobile Games10.1BeengoCompanyRestaurantRestaurant EngagementOnline Ordering9.9SubwayFast FoodRestaurantFood and BeverageQuick Service Restaurant9.8WingstopRestaurantQuick Service RestaurantFast FoodOnline Ordering9.6Payment24CompanyPaymentsFuel PaymentsFleet Management9.5PC FinancialFinancial ServicesBankingCanadaSchedule I Bank9.1WendysRestaurantFast FoodQuick Service RestaurantOnline Ordering8.7Acme MarketsAlbertsons BannerDeliveryE-CommerceGrocery5 APIs8.6DswRetailE-CommerceFootwearApparel8.5Burger KingFast FoodRestaurantFood and Beverage2 APIs7.9Owner.comRestaurantOnline OrderingRestaurant Marketing7.9MiradoCompanyRewardsCard-Linked Offers7.6SnackpassCompanyRestaurantPoint-of-SalePayments7.63721zh.comCompanyE-CommerceRetailSoftware-as-a-Service7.4IKEA U.S.B2BBig-BoxBuy BackClick and Collect7.3KWICompanyRetailPoint-of-SaleUnified Commerce7.1CartameRewardsRetailMobile App1 API6.9CarnivalCruise LinesTravelHospitalityMobile App5 APIs6.4Hyatt HotelsHospitalityHotelsTravelLodging6.4DynamicsCompanyFintechPaymentsCards6.0McDonald'sDeliveryFast FoodMobile Ordering1 API5.4Caesars EntertainmentHospitalityGamingCasinosResorts4.6FilmgrailCompanyCinemaMoviesEntertainment3.7WawaConvenience StoresFuel RetailFood Service3.2H World GroupCompanyConsumerHotelsHospitality3.0SweetgreenCompanyFoodRestaurantFood Delivery3.0VICI SportsCompanySportsFan EngagementSports Technology3.0Bloomin' BrandsRestaurantDiningHospitality2.7BrightloomCompanyCustomer Data PlatformCustomer IntelligenceRestaurant2.7Chico's FASApparelChicosE-CommerceFort Myers2.7black-uniqueCompanyE-CommerceConsumerMembership2.6Splash 360Point-of-SaleCollective CateringFood ServiceRestaurant Technology2.1appconomyCompanyMobileCommerceRetail0.0Baker TechnologiesCompanyCannabisCRMMarketing0.0CardSpringCompanyPaymentsCard LinkingOffers0.0PaydiantCompanyPaymentsMobile WalletPoint-of-Sale0.0

APIs with this tag (80)

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
Strong 13 Solid coverage with minor gaps
Talkable Loyalty APIThe Loyalty API from Talkable — 5 operation(s) for loyalty.65.7Splio Loyalty APIThe Loyalty API from Splio — 1 operation(s) for loyalty.61.3Splio Referral APIReferral coupon API published as a public Postman collection. Checks and burns coupons for a referrer or a ...61.3Mastercard Loyalty PromotionsDrive consumer engagement with customizable promotions delivered through your digital touchpoints to the ri...57.3Mastercard Loyalty User ManagementThe Loyalty User Management API enables issuers and program operators to manage loyalty program users, hand...57.3Mastercard Offers Merchant ContentThe Offers Merchant Content API enables merchants and merchant partners to manage and deliver card-linked o...57.3Mastercard Pay with RewardsThe Pay with Rewards API enables issuers to allow cardholders to use their loyalty points to pay for purcha...57.3Mastercard Personalized OffersPersonalized Offers analyzes payment card transaction history to present cardholders with relevant card-lin...57.3Mastercard Points Activity ServiceThe Points Activity Service API provides a real-time update view of a consumers point activity details tha...57.3Mastercard Priceless Platform APITap into the the world of Priceless experiences, offers, benefits and publish them your digital platforms.57.3Wallet / PassKit Web ServiceThe PassKit Web Service is a server-side HTTP contract that Wallet pass providers must implement so that Ap...57.3Tyro Payments Loyalty APIThe Loyalty API from Tyro Payments — 1 operation(s) for loyalty.56.0Mews Loyalty Partner APIReverse API for loyalty program providers — Mews calls the partner's endpoints to look up members, validate...55.0
Developing 14 Usable, with meaningful gaps to close
Block Loyalty APIThe Loyalty API from Block — 16 operation(s) for loyalty.54.1WoowUp API v3REST API for syncing customers (multi-ID), purchases, products, categories, branches, coupons, benefits, po...52.1Oracle CrowdTwist Loyalty and Engagement APIThe core CrowdTwist REST/JSON API for loyalty program members and their points economy — create, read, upda...51.2MoMo Voucher Distribution APIAPI for creating and distributing promotion campaigns and voucher codes to MoMo users, and for reconciling ...49.7CCP Games Loyalty APIThe Loyalty API from CCP Games — 2 operation(s) for loyalty.49.6WeFitter Loyalty APIThe loyalty API from WeFitter — 2 operation(s) for loyalty.46.9Convertedin Loyalty & POS Integration APIA second merchant-implemented contract, aimed at loyalty and point-of-sale vendors. GET endpoints for /api/...45.6EVE Online Loyalty APIThe Loyalty API from EVE Online — 4 operation(s) for loyalty.45.2Sheeva Loyalty APIThe Loyalty API from Sheeva — 2 operation(s) for loyalty.44.4CommBank YelloCommBank Yello is the bank's customer recognition and rewards program offering eligible customers exclusive...43.4Green Dot Cashback Rewards APICashback Rewards APIs manage cashback rewards programs on partner accounts — creating and managing rewards,...43.0Advance Auto Parts Loyalty APISpeed Perks loyalty program42.0AMC Entertainment Holdings Loyalty APIAMC Stubs loyalty accounts, cards, redemptions, and registrations.41.6MoneyHash Loyalty APIThe Loyalty API from MoneyHash — 4 operation(s) for loyalty.40.4
Thin 19 Limited public surface area
EZR Open PlatformThe EZR 开放平台 integration surface — 236 documented interfaces across 11 business domains (base data, member ...38.9Xoxoday Reward Points APIAPI for distributing, tracking, and managing loyalty and engagement points programs. Supports sending point...38.3Swiftly Shopper GraphQL APIThe GraphQL API that backs Swiftly-built retailer mobile apps and websites. Exposes 45 queries and 11 mutat...38.2Accor Loyalty APIThe Loyalty API from Accor — 22 operation(s) for loyalty.35.6Chase Rewards Balance APIAPI that allows merchant and partner systems to retrieve a Chase cardholder's current rewards points balanc...34.9Expedia Group Loyalty APITemplate Loyalty Earn API33.8Samsung Wallet APISamsung Wallet API allows developers to add digital passes, tickets, boarding passes, loyalty cards, coupon...33.2Phorest Loyalty APIClient loyalty point adjustments.32.7Yotpo Loyalty APILoyalty and referrals customers, orders, and redemptions.32.7Restaurant Brands International Loyalty APIThe Loyalty API from Restaurant Brands International — 1 operation(s) for loyalty.32.2Starbucks Loyalty APIStarbucks Rewards loyalty program operations32.0point.me Flight Search APIThe API host point.me operates behind its consumer search product and its Gateway embedded platform. https:...31.9regal-entertainment-group Loyalty APIRegal Crown Club loyalty rewards31.7Cielo Promo APIThe Cielo Promo API lets partner platforms surface merchant promotions and discounts to cardholders. It use...31.0Slice Customers API (Modeled)Logical, modeled grouping for the diner accounts, order history, and marketing/loyalty relationships that S...30.3HTS Travel Loyalty Portals (Banks)Travel loyalty portals powering bank travel programs, used by partners such as Capital One Travel and RBC. ...29.3Lucky Cart Game Experience APIGrants access to the gamified post-purchase experiences a shopper has earned. GET /game-experiences-access ...28.1Nuitée (LiteAPI) Loyalty APILoyalty program configuration, points, and vouchers.26.6GrabRewards (Points Earning & Tier) APIsThe Points Earning and GrabRewards Tier APIs let ecosystem partners award GrabRewards points for qualifying...26.5
Emerging 23 Early or largely undocumented
SPG Loyalty APIThe Starwood Preferred Guest (SPG) Loyalty API provided programmatic access to the SPG loyalty program, ena...26.0Citi Pay with Points APIThe Citi Pay with Points API enables Citi cardholders to redeem ThankYou points and other rewards balances ...22.8MyLinkables Consumer APIRESTful consumer API for building applications on top of the Linkable card-linked-offer platform. Per the p...21.5Rybbon Points-to-Rewards APIREST API for integrating a points-based reward system, allowing platforms to allocate points to recipients ...21.1American Express Network Loyalty PlatformThe American Express Network Loyalty Platform (the R42 Platform) is a suite of real-time Application Progra...20.3American Express Pay with PointsAmerican Express Pay with Points allows cardholders to use the points they have earned through their Americ...20.3American Express Smart Offer PartnershipThe American Express Smart Offer Partnership product provides registered partners with access to certain Am...20.3Southwest Airlines Rapid Rewards APIThe Rapid Rewards loyalty program API enables management of points balances, redemption, and tier status fo...20.3Revel Systems APIREST API for the Revel Systems iPad POS platform, covering orders, payments, products, inventory, customers...19.6Chick-fil-A OneChick-fil-A One is the tiered loyalty rewards program with four levels (Member, Silver, Red, Signature) off...19.3EV Connect Drivers APIManage drivers and their charging accounts, enabling custom driver apps, coupons pushed at plug-in, and loy...19.2KGeN Economy ProtocolsDeveloper APIs for the KGeN Esports and Loyalty protocols — sessions, tournaments, leaderboards, wallets (K...18.8Kroger Identity and Loyalty APIThe Kroger Identity API provides OAuth 2.0-based authentication for Kroger customers including Roundy's ban...18.4Skechers Plus Loyalty APIThe Skechers Plus loyalty program enables customers to earn and redeem points across all purchase channels ...17.9Sheetz Loyalty and Rewards APIThe Sheetz Rewards loyalty platform powered by Ignite Retail Technology provides a unified loyalty engine w...17.3Co:Create APIREST API for token-driven communities on Polygon: users and hosted wallets; ERC-20 / ERC-721 / ERC-1155 and...17.0Me Protocol PaaS APIHosted Platform-as-a-Service REST API for Me Protocol — the backend behind the embeddable rewards SDKs. Aut...16.3Weis Markets Loyalty Rewards APIThe Weis Markets Loyalty Rewards API supports the Weis Rewards program, enabling digital loyalty card manag...16.3Heartland Gift and Loyalty APIThe Heartland Gift and Loyalty API supports stored value cards, gift card issuance and redemption, and loya...15.01World Platform APIThe first-party HTTP backend behind the 1World Online publisher portal, widget frontend and loyalty applica...13.9KFC China Super App PlatformThe KFC China Super App is Yum China's digital ordering and loyalty platform providing members with digital...13.2Pizza Hut China Digital PlatformPizza Hut China's digital ordering and loyalty platform, part of Yum China's integrated membership ecosyste...13.2Byte by Yum! PlatformByte by Yum! is Yum! Brands' proprietary AI-driven restaurant technology platform delivering digital orderi...12.6
Minimal 7 Almost no public developer surface

Companies reaching this through an API (37)

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

Accor Advance Auto Parts Adyen American Express Block CCP Games Cielo Citigroup Commonwealth Bank Doordash EV Connect EVE Online Expedia Group Green Dot Heartland Payment Systems iOS Mastercard Mews MoMo MoneyHash Nuitée (LiteAPI) Phorest Pinoffer Restaurant Brands International Revel Systems Roundy's Rybbon Samsung Sheetz Sheeva Skechers U.S.A. Slice Southwest Airlines Toast Tyro Payments WeFitter Weis Markets

Score breakdown

Frequency
63.4
log-scaled weighted occurrences
Breadth
2.6
spread across providers
Quality lift
26.2
mean composite of providers using it
Cohesion
11.7
strength of nearest seed neighbor

Where this tag sits

Loyalty & Incentives broader

Related tags

Rewards 77 co-occurrences Loyalty & Incentives 43 co-occurrences Restaurant 52 co-occurrences Point-of-Sale 44 co-occurrences Online Ordering 21 co-occurrences Gift Cards 23 co-occurrences Points 16 co-occurrences Promotions 17 co-occurrences

Where this tag comes from

Provider tag204
Api tag81
Openapi tag19
Openapi op tag88

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.

Cohort brief

Auto-generated

The 191 providers in the APIs.io catalog tagged Loyalty, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
191
of 204 in the catalog
Mean Kin Score
27.2
+3.1 vs catalog 24.1
Mean Agent Readiness
15.8
+1.7 vs catalog 14.1
Spread
0–85.3
median 22.4 · σ 19.2
How the 191 split by band
Exemplar 9Strong 11Developing 26Thin 41Emerging 61Minimal 43
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 29.2 24.5 +4.7 191
Contract Quality 22 18.6 +3.4 191
Discoverability 61.3 59.1 +2.2 191
Operational Transparency 15.1 13.2 +1.9 191
Access Clarity 31.8 30 +1.8 191
Contract Governance 11.2 9.7 +1.5 191

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) 15% 18% -3
MCP server (first-party) 12% 16% -4
Agent Skills 0% 0% 0
OAuth scopes 18% 13% +5
Security 100% 99% +1
Arazzo workflows 1% 1% 0
Governance rules 37% 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. 1 Lightspeed Commerce 85.3
  2. 2 Brevo 81.3
  3. 3 Square 78.2
  4. 4 Thanx 74.9
  5. 5 Talon.One 74.8
  6. 6 Dotdigital 69.8
  7. 7 Antavo 69.7
  8. 8 Extole 67.9
  9. 9 Punchh 67.1
  10. 10 Talkable 65.7
Top by Agent Readiness
  1. 1 Square 62.8
  2. 2 Award Travel Finder 62.1
  3. 3 Talkable 60.3
  4. 4 Brevo 57.2
  5. 5 WoowUp 52.9
  6. 6 Extole 52.8
  7. 7 Talon.One 49.8
  8. 8 Playable 49.8
  9. 9 makeup.land 45.8
  10. 10 LoyaltyLion 45.8
All 204 members of this roster resolve to a provider in the catalog; 191 carry a score (94%). The figures above describe the scored members only.
Coverage caveat. 165 of 191 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 14 November 2026, across 41591 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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