Apparel
Providers using this tag (168)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Developing 4 Usable, with meaningful gaps to close
Thin 11 Limited public surface area
Emerging 62 Early or largely undocumented
Ministry of Supply3D LookGeniemodeBombasUNTUCKitMaisonetteUnmadeUbrasCentric BrandsUrban RevivoAmerican Eagle OutfittersModclothGymsharkRhone ApparelUSPL WrogneverlaneAllbirdsJohrhBespoke PostCotopaxiAI modelMake the DotmoodytigerMORIBelkAbercrombie and FitchThe Black TuxClassif.ioTrendsiAnine BingLord & TaylorVuoriCuyanaHill HouseStanceJOLYNTrue & CoTeespringAtomsGarmentoryTapstitchAscena Retail GroupGapTory BurchWE11DONEKupiVIPFIGSLivsn DesignsThe House Of LR&CVastrmSayshEloquiiCarter'sCUUP, Inc.FashinzaHalaraAramyaMyWearAmer SportsStitch FixFlagshipRTLUnspun
Minimal 85 Almost no public developer surface
UrbanicCoachDiaHoneyloveRossignolHijUpBurlington StoresGoat GroupSXDBrooks BrothersFoot LockerJ HilburnPrimaryDswOutdoor VoicesSavage X FentyVilloid360leiliangDillard'sBailey44FableticsIn Your ShoeOtriumRalph LaurenAdore MeGroyyoNewmeDigital RoomKontoor BrandsBold MetricsMtailorTamara MellonINDOSHuckberryGenescoVF CorporationKintra FibersVANCLAdayGOATHemsterLove BonitoWolverine World WideJ.C. PenneyMUSINSATopo AthleticH&MnavabiOnLululemon AthleticaPVH CorpRent the RunwayAcne StudiosBelle InternationalBonobosCaleresChico's FASCiderFashionLab Nordic Inc.GymboreeHarley-DavidsonJ.Crew GroupL BrandsLevi StraussLulusMeUndiesMonclerPatPatPomelo fashionQuinceRothysSkimsSpokeStalkBuyLoveStyleSaintSyrupThirdLoveThreadless ( Skinny CM Holdings)Tailored BrandsTechstyle Fashion GroupHanesbrandsInditexCrocsG-III Apparel GroupGuess
Unrated 6 Not yet scored
APIs with this tag (2)
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 →
Emerging 2 Early or largely undocumented
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...Classif.io Fashion Style Classification APIOne of the sixteen demo classification APIs Classif.io advertised, named "Fashion Style classification API"...
Score breakdown
Frequency
60.9
log-scaled weighted occurrences
Breadth
4.6
spread across providers
Quality lift
14.8
mean composite of providers using it
Cohesion
15.6
strength of nearest seed neighbor
Where this tag sits
Related tags
Fashion 94 co-occurrences
Direct to Consumer 57 co-occurrences
Retail 143 co-occurrences
Footwear 21 co-occurrences
Shopify 36 co-occurrences
E-Commerce 135 co-occurrences
Agentic Commerce 27 co-occurrences
Universal Commerce Protocol 20 co-occurrences
Where this tag comes from
Provider tag168
Api tag3
Cohort brief
Auto-generatedThe 155 providers in the APIs.io catalog tagged Apparel, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
155
all scored
Mean Kin Score
13.3
-10.7 vs catalog 24
Mean Agent Readiness
7.3
-5.1 vs catalog 12.4
Spread
4.1–54
median 10.6 · σ 9.3
How the 155 split by band
Exemplar 0Strong 0Developing 4Thin 11Emerging 60Minimal 80
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Governance | 4.5 | 6.5 | -2 | 155 |
| Discoverability | 57.3 | 61 | -3.7 | 155 |
| Access Clarity | 16.5 | 26.5 | -10 | 155 |
| Operational Transparency | 2.6 | 14 | -11.4 | 155 |
| Developer Ergonomics | 11 | 23.4 | -12.4 | 155 |
| Contract Quality | 4.7 | 20.1 | -15.4 | 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
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 20% | 10% | +10 |
| MCP server (first-party) | 20% | 13% | +7 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 19% | 11% | +8 |
| Security | 97% | 96% | +1 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 1% | 13% | -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 Perfect Corp 54
- 2 Columbia Sportswear 45.9
- 3 Spreadshirt 43.7
- 4 True Fit 40.4
- 5 Scalable Press 38.6
- 6 Dolls Kill 37.3
- 7 Tecovas 35.9
- 8 100 Thieves 33.6
- 9 Fnatic 33.4
- 10 Rock The Bells 32
Top by Agent Readiness
- 1 Perfect Corp 50.8
- 2 Fnatic 44.6
- 3 Tecovas 43.7
- 4 Dolls Kill 39.9
- 5 Johnnie-O 38
- 6 Rhone Apparel 33.7
- 7 Spreadshirt 33.2
- 8 Columbia Sportswear 31
- 9 Ministry of Supply 31
- 10 Urban Outfitters 30.6
All 168 members of this roster resolve to a scored provider in
the catalog.Generated from the catalog build of
20 September 2026, across 27620
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.