# Fashion Diffusion

**Canonical:** https://apis.io/providers/fashiondiffusion/  
**Website:** https://www.fashiondiffusion.ai/playground/api  
**APIs profiled:** 1

AI fashion design and commercial photography platform for brands and creators, offering a generative AI fashion suite — virtual try-on, AI model and outfit generation, flat lay production, background change and removal, garment recolor, face swap and fashion video. Fashion Diffusion exposes a bearer-key REST Public API at https://www.fashiondiffusion.ai/api/public/v1/ built on a submit-and-poll task model: a generation request returns HTTP 202 with a task id, and the caller polls until the task reaches SUCCEEDED or FAILED. The published reference documents four operations across two capabilities — Virtual Try-On and AI Inpainting submission plus task query and cursor-paginated task list — while marketing advertises more than 18 endpoints. There is no OpenAPI, GraphQL schema, Postman collection, MCP server, agent card, SDK, webhook surface, status page or changelog, and the reference states plainly that this version carries no idempotency protection.

## Kin Score — 35.6 / 100 (thin)

Scored 2026-09-01 under rubric 0.17.2. Trend: flat (+0.0 from 35.6).

| Facet | Score |
|---|---|
| Discoverability | 68.5 |
| Contract Quality | 0.0 |
| Governance | 18.2 |
| Contract Governance | 18.2 |
| Operational Transparency | 5.3 |
| Developer Ergonomics | 45.2 |
| Commercial Clarity | 84.2 |
| Access Clarity | 84.2 |

## Agent readiness — 11.4 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | documented |
| Auth Clarity | bearer |
| Idempotency | no |
| Error Semantics | documented |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |

## APIs (1)

- **Fashion Diffusion Public API** — REST API for asynchronous AI fashion generation tasks. Authenticates with a single long-lived bearer API key (Authorization: Bearer fd_live_xxx); the secret is shown only once a...

## Security (2)

- **Fashiondiffusion Authentication** — 1 scheme
- **Fashiondiffusion Domain Security** — TLSv1.3 · DMARC

## Plans (1)

- **Fashiondiffusion Plans Pricing**

## Tags

Fashion, E-Commerce, Retail, Generative AI, Image-Generation, Virtual Try-On, Computer-Vision, Video Generation, Product Photography, Creative / Design Tools

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/fashiondiffusion/). Scores are computed from the provider's own public artifacts under a published rubric.