Universal Commerce Protocol
Variants seen in the corpus:
UCPUniversal Commerce Protocol
Providers using this tag (117)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 3 Complete, well-documented, and agent-ready
Developing 1 Usable, with meaningful gaps to close
Thin 49 Limited public surface area
ColdSnapSupergoop!Merchant-0Lemon PerfectCure HydrationBeekeeper's NaturalsElysium HealthModRetroLiquid DeathDolls KillPoppy Handcrafted PopcornTecovasArlettieModifyHealthOmazeZBioticsVirtuixBrooklinenOlipopiZotopeCirkulFINESSEDavid ProteinRYSEVoyage FoodsJulep BeautyAgrovisionFnaticKite HillBlack BuffaloRaelBespoken SpiritsMakeup by MarioBartesianCerebellyRad Power BikesOff Grid Stores - All Things Off-Grid SolarGlowbarL-NutraMinistry of SupplyFootwayTrue BotanicalsUpwaySuper CoffeeOishiiPair EyewearUnderdogHero BreadRock The Bells
Emerging 63 Early or largely undocumented
Petstore.comSuper733N TECH4th & HeartAbcoffeeHintNumi TeaSambazonBombasLeaft FoodsSoylentMaisonetteTherabodyUrbanStemsAgilitas Sports1MOREKizikHonest CompanyMud\WtrOatsideOuter99 CountiesAG1UNTUCKitEvolved By NaturePrime HydrationWillie's ReserveAthletic BrewingFeastablesM.GemiGlossierMeals In Minutes, MIMBlumeKin EuphoricsBinskeBoardIM8 HealthThe Beard ClubBoosted CommerceTRUFFRhone ApparelNara OrganicsCSC GenerationSkullcandyZulilyAventonCRU KafeMORICoravinWincShoptiquesCrowdMadeCandyClubAgnikul CosmosmoodytigerMatchafulAMI ParisPreneticsLivsn DesignsMiyokosPCA SKINPrime RootsMophones
Minimal 1 Almost no public developer surface
APIs with this tag (137)
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 1 Solid coverage with minor gaps
Developing 4 Usable, with meaningful gaps to close
AGIBOT Store Agent Commerce API (UCP / MCP)The AGIBOT online store implements the Universal Commerce Protocol (UCP) for agent-driven commerce and expo...HAYLOU Commerce (UCP/MCP)The HAYLOU brand storefront exposes an agent-facing commerce surface over the Universal Commerce Protocol, ...Arccos Golf Storefront UCP MCP ServerUniversal Commerce Protocol (UCP) MCP endpoint published on the Arccos Golf Shopify storefront for agent-dr...Willow Pump UCP Commerce MCPWillow's storefront agent surface — a JSON-RPC 2.0 Model Context Protocol endpoint implementing the Univers...
Thin 57 Limited public surface area
Wyze UCP Commerce EndpointThe Universal Commerce Protocol (UCP) merchant surface published by the Wyze storefront. The /.well-known/u...Supergoop! UCP Shopping MCP ServerA live remote Model Context Protocol server implementing the Universal Commerce Protocol dev.ucp.shopping s...Acadio Storefront Agentic Commerce (UCP)Acadio's direct-to-learner course storefront implements the Universal Commerce Protocol over MCP. A live, u...Merchant-0 Ucp APIThe Ucp API from Merchant-0 — 9 operation(s) for ucp.CURE Universal Commerce Protocol (UCP) MCP ServerA live, first-party, anonymously discoverable Model Context Protocol server implementing the Shopify Univer...ALSO UCP Commerce MCP APIALSO's Universal Commerce Protocol (UCP) endpoint, advertised in its own /.well-known/ucp discovery profile...Elysium Health UCP Shopping (Agentic Commerce)Elysium Health's storefront implements the Universal Commerce Protocol (UCP) for agent-driven commerce, dis...ModRetro Agent Commerce API (UCP over MCP)ModRetro's agent-facing commerce API. A remote Model Context Protocol server implementing the Universal Com...Traced UCP Commerce (MCP)The agent-callable commerce surface for LinusBio's Traced environmental exposure test, served from the trac...Liquid Death UCP Shopping MCPLiquid Death's hosted Model Context Protocol server implementing the Universal Commerce Protocol dev.ucp.sh...Kate Farms UCP Agentic Commerce (MCP)Kate Farms' storefront advertises the Universal Commerce Protocol (UCP) at /.well-known/ucp and exposes an ...Dolls Kill UCP Commerce MCP APIThe Dolls Kill Universal Commerce Protocol (UCP) endpoint, served over MCP at /api/ucp/mcp. Anonymous tools...Poppy Hand-Crafted Popcorn UCP Commerce APIThe agent-facing commerce surface for the Poppy Hand-Crafted Popcorn storefront, implementing the Universal...Arlettie Les échappées UCP/MCP Agent CommerceLive, unauthenticated Model Context Protocol endpoint on the Les échappées storefront implementing the Univ...ModifyHealth UCP Commerce MCPThe agent-facing commerce surface for the ModifyHealth store. A Universal Commerce Protocol (UCP) service e...Omaze Germany UCP Shopping MCPThe German-market counterpart of the Omaze UCP Shopping service, exposed over MCP at omaze.de/api/ucp/mcp a...Omaze UK UCP Shopping MCPThe Universal Commerce Protocol Shopping service that Omaze UK exposes over the Model Context Protocol, adv...ZBiotics Universal Commerce MCP APIThe anonymous Model Context Protocol endpoint ZBiotics serves on its own domain, implementing the Universal...Virtuix Agent Commerce (UCP / MCP)The UCP-conforming Model Context Protocol endpoint Virtuix serves from its own domain. Thirteen tools cover...Brooklinen UCP / MCP Agentic Commerce APILive Universal Commerce Protocol (UCP) endpoint exposed over MCP JSON-RPC at https://www.brooklinen.com/api...OLIPOP Agent Commerce API (UCP over MCP)Agent-facing commerce surface for the OLIPOP storefront, implementing the Universal Commerce Protocol (UCP)...iZotope Commerce Agent API (UCP / MCP)iZotope's agent-facing commerce API — an anonymous JSON-RPC 2.0 Model Context Protocol endpoint served on i...Cirkul Storefront Agent APIThe agent-facing commerce surface Cirkul serves from its own drinkcirkul.com host. It comprises an anonymou...FINESSE UCP Commerce MCP APIAgent-facing commerce endpoint implementing the Universal Commerce Protocol (version 2026-04-08, with 2026-...Hyperice UCP Shopping MCP ServerA live MCP (JSON-RPC 2.0 over HTTP) server implementing the Universal Commerce Protocol shopping service, d...David Protein UCP Commerce MCPThe Universal Commerce Protocol commerce server David serves at davidprotein.com/api/ucp/mcp, advertised in...PBS Biotech Store Agent Commerce (UCP/MCP)The agent-callable commerce surface of the PBS Biotech online store. Implemented by Shopify on the company'...Hubble Contacts UCP Commerce (MCP)Agent-facing commerce surface for the Hubble Contacts online store, implementing the Universal Commerce Pro...MALK Organics Storefront Commerce (UCP / MCP)MALK Organics's agent-facing commerce API, implemented via the Shopify Universal Commerce Protocol (UCP) ov...RYSE UCP Commerce MCPRYSE's Universal Commerce Protocol (UCP) shopping service, exposed over MCP at https://www.helloryse.com/ap...Voyage Foods UCP Commerce MCP APIThe Voyage Foods storefront implements the Universal Commerce Protocol (UCP) for agent-driven commerce over...Bobbie UCP Agentic CommerceBobbie implements the Universal Commerce Protocol for agent-driven commerce. The merchant profile at /.well...Julep UCP Commerce MCP EndpointJulep's agent-commerce surface. The storefront advertises a Universal Commerce Protocol merchant profile an...Fnatic Shop UCP Commerce MCP EndpointA Universal Commerce Protocol shopping service exposed over MCP (JSON-RPC 2.0) on Fnatic's own shop host, a...Fruitist Store UCP Commerce MCPThe agent-facing commerce surface of the Fruitist (Agrovision) direct-to-consumer store. It is a Universal ...Kite Hill UCP Agentic Commerce APIKite Hill implements the Universal Commerce Protocol for agent-driven commerce. The merchant profile at /.w...Black Buffalo UCP Agentic Commerce APIBlack Buffalo implements the Universal Commerce Protocol for agent-driven commerce. The merchant profile at...Rael UCP Commerce MCPRael's agent-facing commerce interface. The store implements the Universal Commerce Protocol (UCP) 2026-04-...Bespoken Spirits UCP Commerce MCPThe Universal Commerce Protocol (UCP) shopping service for the Bespoken Spirits storefront, exposed over MC...MAKEUP BY MARIO UCP Agentic Commerce APIMAKEUP BY MARIO implements the Universal Commerce Protocol for agent-driven commerce. The merchant profile ...Bartesian Commerce (UCP Shopping)The agent-facing commerce surface of the Bartesian Shopify storefront. The store publishes a Universal Comm...Cerebelly UCP Commerce MCPCerebelly's Universal Commerce Protocol (UCP) MCP endpoint, served anonymously from the storefront host. A ...Off Grid Stores UCP Commerce MCP ServerUniversal Commerce Protocol (UCP) shopping service, exposed over MCP at https://offgridstores.com/api/ucp/m...Bulletproof UCP Agentic Commerce MCPA live Model Context Protocol endpoint implementing the Universal Commerce Protocol (UCP) for agent-driven ...Glowbar UCP Commerce MCP APIThe agent-facing commerce interface for the Glowbar online store. A Model Context Protocol (MCP) endpoint i...L-Nutra Health Agentic Commerce (UCP/MCP)The agent-facing commerce surface of L-Nutra Health, the employer / health-plan channel storefront. An anon...ProLon Life Agentic Commerce (UCP/MCP)The agent-facing commerce surface of L-Nutra's direct-to-consumer ProLon storefront. An anonymous MCP endpo...ProLon Professional Agentic Commerce (UCP/MCP)The agent-facing commerce surface of L-Nutra Professional, the practitioner ordering storefront. An anonymo...Johnnie-O UCP Commerce MCP EndpointLive remote MCP server implementing the Universal Commerce Protocol shopping service (version 2026-04-08) o...Ministry of Supply Agentic Commerce API (UCP / MCP)The store's Universal Commerce Protocol service, exposed over MCP at /api/ucp/mcp. An anonymous tools/list ...Everytable Agentic Commerce API (UCP over MCP)Everytable's Shopify storefront implements the Universal Commerce Protocol (UCP) and exposes it to agents a...True Botanicals UCP Agent Commerce (MCP)The Universal Commerce Protocol shopping service True Botanicals serves at its own domain. A POST to /api/u...Upway Commerce (UCP MCP) APIUpway's agent-facing commerce surface. A remote Model Context Protocol server at https://upway.co/api/ucp/m...Super Coffee UCP Commerce MCPThe Universal Commerce Protocol (UCP) shopping service that Super Coffee's storefront implements over MCP t...Oishii UCP Agentic Commerce EndpointUniversal Commerce Protocol (UCP) endpoint for agent-driven purchasing from the Oishii store, advertised in...Underdog UCP Commerce MCP APIThe Universal Commerce Protocol (UCP) shopping service Underdog serves from its own domain. A remote MCP en...BrewDog Agentic Commerce (UCP over MCP)BrewDog's Universal Commerce Protocol shopping service, exposed over MCP at https://brewdog.com/api/ucp/mcp...
Emerging 75 Early or largely undocumented
SUPER73 Agent Commerce (UCP/MCP)The agent-facing commerce API for the SUPER73 North American storefront. Implements the Universal Commerce ...SUPER73 BV Agent Commerce (UCP/MCP)The agent-facing commerce API for the European SUPER73 storefront, operated by SUPER73 BV on the super73eur...HODINKEE Shop Agent Commerce (UCP / MCP)The agent-callable commerce surface of HODINKEE Shop. Two Model Context Protocol endpoints are served from ...3N Eyecare Agentic Commerce (UCP / MCP)The Universal Commerce Protocol shopping service 3N Eyecare exposes on its own storefront host. An anonymou...4th & Heart Agentic Commerce (UCP / MCP)The agent-facing commerce surface of the 4th & Heart online store, implemented by Shopify's native Universa...abcoffee Agentic Commerce (UCP over MCP)The agent-facing commerce surface of the abcoffee online store. Implemented as Shopify's native Universal C...Hint Agentic Commerce (UCP / MCP)The agent-facing commerce surface of the drinkhint.com storefront. Discovery is published at https://www.dr...Numi Tea UCP Shopping MCPNumi Tea's Universal Commerce Protocol shopping service, exposed over MCP at numitea.com/api/ucp/mcp. Thirt...Petstore.com Commerce (UCP/MCP)Agent-facing commerce endpoint for the Petstore.com Shopify store, implemented via the Universal Commerce P...SAMBAZON Storefront Agentic Commerce (UCP/MCP)The agent-facing commerce surface of the SAMBAZON online store. The merchant profile at /.well-known/ucp ad...Bombas Commerce (UCP Shopping)The agent-facing commerce surface of the Bombas Shopify storefront. The store publishes a Universal Commerc...Leaft Blade Universal Commerce Protocol (UCP) APIThe agent-facing commerce API for leaftblade.com, the direct-to-consumer storefront for the Leaft Blade pro...Leaft Foods Universal Commerce Protocol (UCP) APIThe agent-facing commerce API for the Leaft Foods storefront. The store implements the Universal Commerce P...Soylent Agent Commerce (UCP / MCP)Agent-facing commerce surface for the Soylent storefront implementing the Universal Commerce Protocol over ...Maisonette UCP Commerce MCPMaisonette's agent-facing commerce surface: a Universal Commerce Protocol (2026-04-08) MCP server exposing ...Therabody UCP Commerce MCPTherabody's agent-facing commerce server, implementing the Universal Commerce Protocol (UCP) shopping servi...1MORE Storefront Agent Commerce (UCP/MCP)The agent-facing commerce interface 1MORE serves from its own US storefront host. A Universal Commerce Prot...Kizik Agent Commerce API (UCP / MCP)Kizik's Universal Commerce Protocol surface, exposed over MCP at https://kizik.com/api/ucp/mcp. An unauthen...Honest Storefront Agent Commerce (UCP)Agent-native commerce surface for the honest.com Shopify storefront. Exposes a live Universal Commerce Prot...Oatside SG Storefront UCP / MCPThe agent-facing commerce surface of Oatside's Singapore direct-to-consumer storefront. Implements the Univ...Outer UCP Shopping (MCP)The Universal Commerce Protocol shopping service Outer's storefront exposes over MCP, advertised in the mer...AG1 UCP Commerce EndpointThe Universal Commerce Protocol MCP transport for AG1's store, advertised in the store's /.well-known/ucp m...UNTUCKit Storefront Agent Commerce (UCP/MCP) APILive MCP endpoint implementing the Universal Commerce Protocol shopping service for the UNTUCKit store: cat...Andium Store UCP / MCPThe Universal Commerce Protocol shopping service on Andium's merchandise storefront, exposed as a Model Con...Evolved By Nature Bioactives Store — Agentic Commerce APIThe agent-callable commerce surface of the Evolved By Nature bioactives store, which sells Activated Silk i...Evolved By Nature Skincare Store — Agentic Commerce APIThe agent-callable commerce surface of the Evolved By Nature direct-to-consumer skincare store. A UCP 2026-...PRIME Storefront Agentic Commerce API (UCP / MCP)The agent-facing commerce surface of the PRIME online store. Served from drinkprime.com, it implements the ...Storefront Agent Commerce (UCP over MCP)Universal Commerce Protocol shopping service exposed over MCP by the tnuck.com Shopify storefront - catalog...Willie's Reserve Commerce Agent API (UCP/MCP)A live Model Context Protocol server implementing the Universal Commerce Protocol shopping service for the ...Athletic Brewing UCP Commerce (MCP)The Universal Commerce Protocol shopping service Athletic Brewing's Shopify storefront serves at https://at...LINSY HOME UCP Commerce API (MCP)The Universal Commerce Protocol (UCP) agent-commerce surface for the LINSY HOME storefront (www.linsyhome.c...Linsy Official Store UCP Commerce API (MCP)The Universal Commerce Protocol (UCP) agent-commerce surface for the Linsy official storefront (linsy.com, ...Centric Brands Owned-Brand Storefront Commerce (UCP / MCP)The agent-facing commerce surface Centric Brands operates across eight of its owned-brand direct-to-consume...Feastables UCP Shopping ServiceUniversal Commerce Protocol shopping service over MCP transport, advertised in the store's own /.well-known...M.Gemi UCP Commerce MCP APIThe Universal Commerce Protocol (UCP) shopping service for the M.Gemi store, exposed over Model Context Pro...Glossier Agent Commerce (UCP / MCP)Agent-facing commerce surface for the Glossier storefront implementing the Universal Commerce Protocol over...LifeStyles US UCP Shopping (MCP)The LifeStyles US store implements the Universal Commerce Protocol for agent-driven commerce. Agents discov...Urban Revivo UCP Shopping (MCP)Agent-driven shopping surface for the Urban Revivo global store, declared in the store's UCP merchant profi...Unsubscribed Commerce (UCP/MCP)The one callable, machine-reachable surface in the American Eagle Outfitters estate: a Universal Commerce P...Kin Euphorics Storefront (UCP / MCP)The Kin Euphorics Shopify storefront agent-commerce surface. Its UCP discovery document (/.well-known/ucp) ...binske Storefront Commerce API (UCP / MCP)Anonymous, publicly callable MCP server on binske's direct-to-consumer storefront host implementing the Uni...Urtopia Storefront Agent Commerce (UCP / MCP)Agent-driven commerce surface served natively on the Shopify-powered Urtopia storefront: UCP discovery at /...Away Agent Commerce (UCP / MCP)Agent-driven commerce surface for the Away storefront implementing the Universal Commerce Protocol (dev.ucp...DEINDE Commerce (UCP MCP)The agent-facing commerce API for Debut's direct-to-consumer skincare brand DEINDE. It is a Shopify-hosted ...Ubras Storefront Agent Commerce (UCP + MCP)Agent-facing commerce surface of the ubras.com Shopify storefront: a live storefront MCP endpoint (catalog ...IM8 Health Agent Commerce SurfaceThe agent-native commerce surface of the IM8 Health Shopify storefront: a Universal Commerce Protocol (UCP)...Uppercase Storefront Agent Commerce (UCP/MCP)Agent-driven shopping surface on the uppercase storefront implementing the Universal Commerce Protocol over...Asterwood Storefront Agent API (UCP / MCP)Anonymous agent-commerce surface for the Asterwood peptide-powered skincare storefront, implementing the Un...Happy Healthy Hippie Storefront Agent API (UCP / MCP)Anonymous agent-commerce surface for the Happy Healthy Hippie plant-based herbal wellness storefront, imple...Prime Labs Storefront Agent API (UCP / MCP)Anonymous agent-commerce surface for the Prime Labs supplement storefront, implementing the Universal Comme...Vital Vitamins Storefront Agent API (UCP / MCP)Anonymous agent-commerce surface for the Vital Vitamins beauty and longevity supplement storefront, impleme...Life's First Naturals Agentic Commerce (UCP / MCP)The Life's First Naturals storefront (a PanTheryx consumer brand; its UCP profile resolves to the Shopify s...Relesium Agentic Commerce (UCP / MCP)The Relesium direct-to-consumer storefront (a PanTheryx consumer brand, named on pantheryx.com/consumer-bra...Molekule Agent Commerce (UCP / MCP)Agent-driven commerce surface for the Molekule storefront implementing the Universal Commerce Protocol over...TRUFF Store UCP Shopping APIThe agent-facing commerce surface for TRUFF's online store. A Model Context Protocol endpoint at https://sh...All In Food Agent Commerce (UCP)Agent-native commerce surface on the All In Food Shopify storefront: a UCP merchant profile, a hosted MCP e...Rhone UCP Commerce (MCP)Rhone's agent-facing commerce surface, implementing the Universal Commerce Protocol over MCP (JSON-RPC 2.0)...Allbirds Storefront Commerce (UCP / MCP)Allbirds's agent-facing commerce API, implemented via the Shopify Universal Commerce Protocol (UCP) over MC...Ather Shop — UCP Shopping Service (MCP)The only machine-callable API surface Ather Energy exposes. Ather's commerce host advertises a Universal Co...Backcountry Agent Commerce (UCP)Backcountry, a CSC Generation brand, publishes a Universal Commerce Protocol merchant profile at its own /....Seattle Coffee Gear Agent Commerce (UCP)Seattle Coffee Gear, a CSC Generation brand, publishes a Universal Commerce Protocol merchant profile at /....Piper Commerce (UCP)Agent-driven commerce for the Piper storefront over the Universal Commerce Protocol (UCP), exposed as an MC...Zulily UCP Shopping (MCP)Zulily's agent-facing commerce API implementing the Universal Commerce Protocol (UCP) over a JSON-RPC MCP e...Rouje Agentic Commerce (UCP / MCP)Agent-driven commerce surface for the Rouje storefront, implementing the Universal Commerce Protocol (UCP) ...Winc UCP Commerce MCPAgentic-commerce API for the Winc storefront, implemented via the Shopify-native Universal Commerce Protoco...Shoptiques Agentic Commerce (UCP)Shopify-native Universal Commerce Protocol surface for the Shoptiques storefront — agent-driven catalog sea...Brava Storefront Commerce (UCP / MCP)Agentic-commerce surface for Brava's Shopify storefront. The store publishes a Universal Commerce Protocol ...moodytiger UCP Commerce (MCP)Agent-facing shopping surface for the moodytiger Shopify store implemented with the Universal Commerce Prot...ShopShops Agent Commerce API (UCP)The store's Universal Commerce Protocol surface — a live MCP endpoint for agent-driven catalog search, cart...AMI Paris Agent Commerce (UCP)Agent-facing commerce surface for the AMI Paris Shopify storefront — a Universal Commerce Protocol (UCP) MC...Hawthorne UCP Commerce (Shopify)Agent-facing Universal Commerce Protocol (UCP) shopping surface for the Hawthorne Shopify store — catalog s...True & Co UCP Agent CommerceAgent-facing commerce surface for the True & Co Shopify storefront: a hosted Universal Commerce Protocol (U...Teabox Agent Commerce (UCP)Agent-driven commerce surface for the Teabox Shopify store, implementing the Universal Commerce Protocol (U...IM8 Health Agent Commerce (UCP / MCP)Agent-native commerce surface for the IM8 Health (Prenetics) Shopify storefront, implemented with the Unive...PCA SKIN Agent Commerce (UCP)Universal Commerce Protocol agent-commerce surface for the PCA SKIN Shopify store — a hosted MCP endpoint (...
Companies reaching this through an API (43)
These companies publish an API, specification or operation carrying “Universal Commerce Protocol” 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.
Acadio
AgiBot
All In
Allbirds
Also
American Eagle Outfitters
Andium
Arccos Golf
Ather Energy
Automattic
Away
Bobbie
Brava Home
BrewDog
BulletProof
Centric Brands
Debut
Everytable
Hawthorne
Hodinkee
Hubble Contacts
Hyperice
Johnnie-O
Kate Farms
Liesheng Group
LifeStyles Healthcare
Linsy
LinusBio
MALK Organics
Molekule
PanTheryx
PBS Biotech
Piper
Rouje
ShopShops
Teabox
True & Co
Ubras
Uppercase
Urban Revivo
Urtopia
uScoop
Wyze
Score breakdown
Frequency
64.5
log-scaled weighted occurrences
Breadth
2.8
spread across providers
Quality lift
28.9
mean composite of providers using it
Cohesion
20.5
strength of nearest seed neighbor
Where this tag sits
Related tags
Agentic Commerce 151 co-occurrences
Shopify 127 co-occurrences
Cart 41 co-occurrences
Checkout 64 co-occurrences
Direct to Consumer 52 co-occurrences
Consumer Packaged Goods 36 co-occurrences
Commerce 43 co-occurrences
Catalog 68 co-occurrences
Where this tag comes from
Provider tag117
Api tag137
Openapi tag2
Openapi op tag34
Cohort brief
Auto-generatedThe 117 providers in the APIs.io catalog tagged Universal Commerce Protocol, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
117
all scored
Mean Kin Score
26.2
+3.3 vs catalog 22.9
Mean Agent Readiness
23.5
+11.6 vs catalog 11.9
Spread
9.8–83.9
median 25.4 · σ 9.7
How the 117 split by band
Exemplar 3Strong 0Developing 0Thin 47Emerging 66Minimal 1
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Discoverability | 72.3 | 58.1 | +14.2 | 117 |
| Contract Governance | 15.9 | 6.3 | +9.6 | 117 |
| Developer Ergonomics | 31.1 | 23.2 | +7.9 | 117 |
| Access Clarity | 32.5 | 26.5 | +6 | 117 |
| Operational Transparency | 6.4 | 13.7 | -7.3 | 117 |
| Contract Quality | 4.5 | 17.6 | -13.1 | 117 |
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) | 98% | 14% | +84 |
| MCP server (first-party) | 8% | 12% | -4 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 85% | 11% | +74 |
| Security | 99% | 98% | +1 |
| Arazzo workflows | 1% | 2% | -1 |
| Governance rules | 2% | 14% | -12 |
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 Shopify 83.9
- 2 SCVD General Store 71.6
- 3 Google 70.1
- 4 ColdSnap 37.5
- 5 Supergoop! 37.4
- 6 Merchant-0 37.3
- 7 Cure Hydration 35.9
- 8 Lemon Perfect 35.9
- 9 Beekeeper's Naturals 33.7
- 10 Elysium Health 32.9
Top by Agent Readiness
- 1 SCVD General Store 65.7
- 2 Shopify 55.5
- 3 Google 44.1
- 4 Tecovas 41.5
- 5 Supergoop! 41.2
- 6 Makeup by Mario 41.1
- 7 Fnatic 40
- 8 Dolls Kill 39.9
- 9 Underdog 39.9
- 10 Kite Hill 38.9
All 117 members of this roster resolve to a scored provider in
the catalog.
Coverage caveat. 113 of 117 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 5 October 2026, across 29093 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.
Coverage caveat. 113 of 117 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 5 October 2026, across 29093 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.