Uwear
ai.uwear/uwearAI photoshoot studio: garments, avatars, locations, and art direction
Tools · 67
Universal hybrid retrieval across the user's visible Uwear library: garments, avatars/models, locations, ArtDirections, uploaded files, and generation results. Use this before opening the picker when …
List user's garments with structured filters or query for hybrid name/SKU/metadata/image-attribute search.
Get a specific garment by ID.
Batch upload garments from ChatGPT attachments. Defaults to background removal; pass processing_mode='none' to store original images as-is. Pass actual file objects only in top-level image_file_1, ima…
Batch upload garments from public HTTP(S) image URLs. Defaults to background removal; pass processing_mode='none' to store original images as-is. Prefer assets with {asset_kind: full|detail, asset_vie…
List the user's avatars: the reusable people who wear the garments, called 'models' or 'mannequins' in fashion terms (not the AI engines — for those, use list_models). Supports structured filters or q…
Batch upload reusable avatars/models from person photos the user attached in chat. Each photo becomes the upper_body_front identity anchor. Keep names and optional user-given age_range, build, and hei…
Generate reusable avatar/model references through the same creator path as the Uwear app. The default view is upper_body_front, a clean bust identity anchor. For a draft multi-view avatar, generate th…
Save completed generate_avatar image results as one reusable avatar/model. Pass the identity-anchor result as generation_result_id and optional view results as additional_result_ids; each result fills…
List user's outfits (saved garment combinations). Filter by garment IDs, active status, date range, or query against contained garments.
Get one saved outfit by ID, including its member garments.
Create an outfit from existing garment IDs. Pairs saved garments together into a saved outfit without uploading new images.
Build a highly detailed prompt for generating a unique reusable avatar/model. Use this when the user wants help describing a person before image generation. If the user's prompt is already intentional…
Use Uwear's outfit proposer to create styled outfit combinations from selected garments. Returns candidate titles, clothing_item_ids, and short rationales; call create_outfit_from_garment_ids only aft…
Create one reusable avatar/model from an ordered set of generated avatar views, owned workspace files, and public image URLs. Each reference fills one durable slot. Traits are optional user-provided f…
Fill or replace one reference slot on an existing owned avatar/model from an owned workspace file, an owned generation result, or a public image URL. Creator-linked slots keep their source guard.
List reusable location/scene reference images by structured filters or query: IDs, tags, date range, and sort. Use when the user wants to pick a saved background/location reference for a generation.
Get a reusable location/scene reference by ID.
Create a reusable location/scene reference from an image URL. If no description is supplied, the backend analyzes the image. Use the returned location_id in propose_brief/update_brief.
Update a garment's metadata or patch its product photos. Send image changes through assets[] with front/back/side/detail roles. Provided front/back assets replace those singleton roles; provided side/…
Create a new tag for organizing assets (garments, models, outfits, files, results, locations). Requires an active company workspace.
Submit a bug report or feature request to Uwear and return a private receipt. This creates a support record and can notify Uwear staff. Call it only when the user explicitly asks to submit, send, or r…
Check generation job status. Completed results may include labeled native ImageContent previews; use them directly and never Markdown-embed result URLs. They are display previews, not originals: url/d…
Look up generation results by exact IDs, filters, or hybrid image/name/SKU search. Returns labeled native ImageContent previews; use them directly and never Markdown-embed result URLs. They are displa…
Remove or replace an image background through Uwear's canonical free backdrop generation path. Provide exactly one foreground source: generation_result_id, clothing_item_asset_id, or a public HTTPS im…
Default tool for generation-result QA. Use this whenever the user asks to QA, quality check, validate, review, inspect for defects, approve/reject, or assess already-created generation results. Do not…
Read official Uwear QA status, decision, and structured QA JSON for existing generation results. Call this after queue_generation_result_qa when the user asks to QA/check/validate/review generated out…
Analyze any image using AI vision for manual inspection, debugging, visual description, or supplemental critique. Provide exactly one source: generation_result_id for a Shoot Board generation, uploade…
ONLY for video montage/stitching/export workflows. Use when the user explicitly asks to create a montage, stitch clips, make a reel, export a video sequence, make video clips from images, or combine i…
Patch the latest MontageProposal already shown in the UI. Use only for an existing video montage/reel/stitched sequence proposal; do not use this to modify a photoshoot brief. For photoshoot brief cha…
Estimate credit cost for an operation.
Get user's current credit balance.
Update durable user preferences, photoshoot processes, or add a prompt. Treat all model fields as explicit model pins: leave model fields unset for normal backend defaults unless the user deliberately…
List available tags for the user's company. Use this to resolve user-provided tag names like 'summer26' before selecting garments, outfits, models, files, generations, or locations. For no-UI MCP flow…
Get all item IDs tagged with a specific tag, grouped by type. Use after list_tags for no-UI MCP requests like 'use my clothes tagged summer26'; then pass the resulting clothing_item IDs as garment_ids…
FIRST tool to call for a new photoshoot only when the user has not supplied garment/outfit IDs or textual selectors such as tag names, saved ArtDirection names, location names, or outfit names. Opens …
Batch save reference images from chat attachments into the Files library. Keep file metadata in files[] and pass top-level image_file_1, image_file_2, etc. in the same order. No base64, no local paths…
Create a Uwear BriefProposal from canonical generation commands. Every commands[].input is the MCP-safe GenerationIntent fields; commands and immutable plans are persisted without translation. Supply …
Replace the visible Uwear BriefProposal with a complete canonical command list. Edit commands[].input directly using the MCP-safe GenerationIntent fields and preserve every unchanged field and durable…
Call this to approve and idempotently execute a visible persisted Uwear brief. In MCP, a one-word 'Confirm' or phrases like 'looks good', 'run it', 'start', or 'generate' mean execute=true unless the …
Load an existing persisted brief unchanged by a real positive brief_id. Only use when the user supplied that brief_id or after propose_brief/update_brief returned it and the user wants to re-open the …
List available AI generation models (image, video, edit, upscale engines) by type, with credit costs. These are the AI models that render photoshoots — not the human models/avatars; for those, use lis…
List selectable ArtDirections as compact summaries: visible system ArtDirections plus company ArtDirections. Use query to match exact names and natural-language creative requests. Use this as the cata…
Get a selectable ArtDirection by ID.
Create a company ArtDirection markdown document. Use author_art_direction first when the user provides rough creative text or reference images. Use this direct writer only for already-structured markd…
Update a company ArtDirection. System ArtDirections are read-only. When changing markdown directly, preserve the Variation Controls parser contract: reusable alternatives must be under `## Variation C…
Duplicate a system or company ArtDirection into an editable company copy.
Queue the conversation for asynchronous ArtDirection authoring using Uwear's prompt system. Use save=true when the user wants to create, build, or save a reusable ArtDirection. Use save=false when the…
Queue feedback-driven revision of an existing ArtDirection without resending its markdown. Existing authoring references are included automatically. Use save=false for a reviewable draft, or save=true…
Read an asynchronous ArtDirection authoring job. Poll the job ID returned by author_art_direction or iterate_art_direction until status is done or failed. A done job includes the authored markdown and…
List canonical company templates, optionally filtered by kind, scope, command use case, or public t-xxxx share code. Templates persist canonical commands but do not execute generations. System templat…
Load one canonical company template by ID or public t-xxxx share code. Pass expected_template_kind when the caller requires a generation_preset or batch_workflow.
Create a canonical company template, or replace one by passing template_id with expected_revision. Send typed GenerationCommand objects; updates are complete replacements. This persists the template a…
Permanently delete a library template. Owner-only templates must be deleted through their owning resource.
First step for garment images on the host's local filesystem, such as files in ~/Downloads. Use only when the host can read those local files and perform the returned direct multipart HTTP uploads, su…
Second step only for local garment images already prepared with prepare_local_garment_upload and uploaded to every returned target. Classify each upload_handle as a full/detail front/back/side asset. …
App-only: hydrate the session-scoped Uwear Shoot Board.
App-only: replace the session-scoped Uwear Shoot Board items.
App-only: append items to the session-scoped Uwear Shoot Board.
App-only: clear all session context items, or only one context type.
App-only: list uploaded files for the Uwear MCP workspace files tab.
App-only: save a user-edited image from the shared ImageDetail retouch editor as a child generation result. Hidden from host LLMs; the MCP iframe calls this after the user presses Save.
App-only: export the user-confirmed montage clips as a stitched video. Spends credits, so it is hidden from host LLMs; the MCP iframe calls this after the user presses Export on the MontageProposal ca…
App-only: queue an image-to-video generation for a montage clip. Spends credits, so it is hidden from host LLMs; the montage editor calls this when the user presses Generate on a draft clip. Returns t…
Create a hosted Stripe Checkout URL for buying Uwear generation credits. Use only when the user explicitly asks to buy, add, top up, or purchase credits, or when they ask how to continue after insuffi…
App-only: create a hosted Stripe Checkout URL for buying Uwear credits from the MCP workspace credit control. Hidden from the host LLM so photoshoot planning does not drift into billing unless the use…
Return the profile ID and active company ID used by this authenticated MCP connection. Use this before a paid operation when a release or audit must prove the connection is scoped to the intended Uwea…
Resources · 10
uWear skill resource: avatars
uwear://skills/avatars
uWear skill resource: clothing
uwear://skills/clothing
uWear skill resource: creative
uwear://skills/creative
uWear skill resource: photoshoot
uwear://skills/photoshoot
Canonical REST, Agent, MCP, and BriefProposal generation contract
uwear://contracts/generation
Canonical unified template payload, binding, and version contract
uwear://contracts/template
Uwear MCP component: AssetResultGrid
ui://component/AssetResultGrid?v=aeb5c0269daa
Uwear MCP component: BriefProposal
ui://component/BriefProposal?v=aeb5c0269daa
Uwear MCP component: ContextRequest
ui://component/ContextRequest?v=aeb5c0269daa
Uwear MCP component: MontageProposal
ui://component/MontageProposal?v=aeb5c0269daa
Similar MCP servers embedding-nearest
How to use
Add to your Claude Desktop / Cursor / Cline MCP config:
{
"mcpServers": {
"uwear": {
"url": "https://api.uwear.ai/mcp",
"transport": "streamable-http"
}
}
}