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 →

Developing 1 Usable, with meaningful gaps to close

InStyle RSS FeedsRSS feeds for InStyle, fashion and beauty brand.45.7

Thin 3 Limited public surface area

Heuritech Trend Data APIThe commercial Heuritech data API, sold as part of the Business and Enterprise plans. Heuritech's own produ...28.1 FINESSE Storefront JSON (read-only)Unauthenticated read-only product endpoints that FINESSE documents for agents in its own agents.md: a paged...27.6 FINESSE UCP Commerce MCP APIAgent-facing commerce endpoint implementing the Universal Commerce Protocol (version 2026-04-08, with 2026-...27.6

Emerging 4 Early or largely undocumented

Classif.io Fashion Style Classification APIThe Fashion Style Classification API detects and categorizes clothing items from images, including shirts, ...19.2 Ann Taylor Affiliate ProgramAnn Taylor's affiliate program enables publishers and content creators to earn commissions on sales generat...16.7 Ann Taylor / LOFT E-Commerce PlatformAnn Taylor and LOFT (formerly Ascena brands, now owned by Sycamore Partners) operate e-commerce platforms w...13.1 Capri Holdings APIThe Capri Holdings API provides access to platform services and data for enterprise integration and automat...11.2

Minimal 1 Almost no public developer surface

Tapestry APIThe Tapestry API provides access to platform services and data for enterprise integration and automation.10.7

Score breakdown

Frequency

64.1

log-scaled weighted occurrences

Breadth

5.5

spread across providers

Quality lift

14.0

mean composite of providers using it

Cohesion

17.8

strength of nearest seed neighbor

Where this tag comes from

Provider tag199

Api tag10

Cohort brief

Auto-generated

The 201 providers in the APIs.io catalog tagged Fashion, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers

201

all scored

Mean Kin Score

-8.7 vs catalog 20.7

Mean Agent Readiness

5.2

-4.5 vs catalog 9.7

Spread

3.9–74.7

median 9.7 · σ 10.5

How the 201 split by band

Exemplar 1Strong 2Developing 3Thin 12Emerging 62Minimal 121

Facet averages, against the whole catalog

Facet	This cohort	Catalog	Difference	Scored
Contract Governance	3.3	6.4	-3.1	201
Discoverability	56.5	60.4	-3.9	201
Access Clarity	14.9	22.3	-7.4	201
Operational Transparency	3.4	11.3	-7.9	201
Developer Ergonomics	8.2	17.9	-9.7	201
Contract Quality	3.6	17.5	-13.9	201

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)	14%	16%	-2
MCP server (first-party)	11%	7%	+4
Agent Skills	0%	0%	0
OAuth scopes	13%	9%	+4
Security	88%	88%	0
Arazzo workflows	0%	2%	-2
Governance rules	2%	13%	-11

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 Mapp Marketing Cloud 74.7
2 FLORA 65.9
3 depop 56.7
4 Dotdash Meredith / People Inc 44.7
5 Depict 43.4
6 Zalando 39.8
7 Retraced 38.6
8 Dolls Kill 38.4
9 MODIVO 36.5
10 Trendyol 33.8

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 →

Call it yourself

curl for this page

This tag

curl "https://apis.io/api/v1/tags/fashion"

All tags

curl "https://apis.io/api/v1/tags?limit=25"

As a scored cohort

curl "https://apis.io/api/v1/cohorts/tag/fashion"

The distribution (Pro)

curl "https://apis.io/api/v1/cohorts/tag/fashion/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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Fashion

Providers using this tag (201)

APIs with this tag (9)