Virtual try-on (VTO) API docs and SDK examples; OAuth account/guest photo uploads and try-ons.
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io.github.Velox-XR/velox-trifit-developer is an MCP server that virtual try-on (VTO) API docs and SDK examples; OAuth account/guest photo uploads and try-ons. Its tool list has not been published yet over http, requires no API key, and scores 73/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
https://studio.v3lox.com/partner/trifit/mcpRemote servers are added as connectors, not in claude_desktop_config.json, which is for local servers.
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Virtual try-on (VTO) API docs and SDK examples; OAuth account/guest photo uploads and try-ons.
This server supports HTTP transport. Be the first to test it - help the community know if it works.
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Build virtual try-on (VTO) into a website, mobile app or retail platform with the Velox TriFit Partner API, or connect a coding agent to the Velox TriFit MCP server for official API guidance or a user-approved account/guest clothing preview. Use the hosted MCP connection and tool reference for the latter; authenticated client acceptance remains incomplete. DressMe is the virtual try-on operation: it turns a shopper photo and a garment image into an AI outfit preview. The TriFit app is the consumer experience; using it is separate from obtaining Partner API credentials.
This official developer repository contains the JavaScript SDK with TypeScript declarations, runnable REST integrations, tutorials, Codex, GitHub Copilot and Gemini CLI MCP configuration examples, and a portable integration skill. Read the API overview, then choose the integration route below. Other languages can use the documented HTTP API; this repository does not claim an unshipped SDK.
Use DressMe for photo-based virtual dressing: a shopper photo and clothing reference produce an AI outfit preview. A virtual fitting room built with DressMe provides a visual preview, not body measurements, clothing-size prediction or a guarantee of physical fit. The REST quickstart explains the upload, job submission and status flow; the JavaScript SDK provides the integration code.
| Integration route | What it provides | Start here |
|---|---|---|
| REST API in your application backend | Submit virtual try-on requests using your separately approved partner configuration; keep keys out of browsers and mobile apps | REST quickstart · JavaScript SDK · Access requirements |
| MCP in a coding agent | Search official docs, fetch API contracts and get integration examples while building an application | Virtual try on MCP: Codex, Copilot and Gemini setup · Public MCP guide |
| MCP for a personal clothing preview | Use the connected TriFit account or limited guest session through normal OAuth and consent; generation uses that route's allowance | Hosted endpoint, inputs and result tools · Verified release status |
| Portable integration skill | Reusable instructions for an agent to plan and implement the integration; it can also use the public source without MCP | Skill source and installation |
For a new direct MCP connection, use
https://studio.v3lox.com/partner/trifit/mcp. Documentation-only work needs no
TriFit sign-in or Partner API key: allow only search, fetch,
get_integration_example and get_partner_access_requirements as described in
the client guide. The server as a whole is not read-only. Its account/guest
upload and try-on tools require separate OAuth authorization and user consent;
they are not part of a documentation check. Connecting MCP or installing a skill
does not grant Partner API credentials, generation allowance or deployment access.
The published OpenAI Developer plugin is a separate installation route. Its existing reviewed connection is managed separately