Uwear

ai.uwear/uwear

AI photoshoot studio: garments, avatars, locations, and art direction

Yes, your AI can use this right now.Answered a live MCP handshake in 375 ms with no sign-in needed and exposes 70 tools.

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URL: https://api.uwear.ai/mcp

70 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
request_user_context

Use this when the user wants a photoshoot and you have no board_id yet. Creates a new, empty Uwear Shoot Board and returns its board_id, which every other Shoot Board tool takes. This client shows no widget: build the shoot with tools (search_uwear_library, modify_shoot_board, propose_brief) and tell the user what is on the board. prompt: one line describing the shoot; expected_types: what it need

read_shoot_boardread-only

Use this before modify_shoot_board, propose_brief or update_brief: the user changes the board in the widget at any time. Returns the board's items (Clothing, Models, Outfits, Locations, art directions, files, results) with ids and names, its revision, its linked brief_id, and brief_inputs: the guide, asset facts, automations, cameras, AI models and limits a brief is written from. Changes nothing.

search_uwear_libraryread-only

Use this when the user names Clothing, Models, Locations, art directions, files or past results in chat and you need their ids. Takes a short keyword query (2-5 words, or an exact name, SKU or id) and returns typed ids, names and thumbnails. It finds items; it does not recommend them. Changes nothing.

modify_shoot_boardcan modify

Use this when the user asks in chat to change what is on the open Shoot Board. add puts items on it; set replaces the whole item list (to remove items, send the ones to keep); clear empties one type, or without type starts a new shoot on the same board (its brief is unlinked; photos stay in the library); add_as_view makes from_garment_id's photo the back, side or detail view of garment_id and take

show_in_shoot_board

Moves a Shoot Board that is open in a widget to a view (board, brief, automation, results, brief_history). This client shows no widget, so it changes nothing the user sees: read the board, brief or results with read_shoot_board, get_brief or get_generation_results and tell the user.

add_chat_photos_to_board

Use this when the user attaches images in this chat and wants them in Uwear, on the Shoot Board or in a shoot: clothing, a Model, a Location or a reference. Put each attachment in its own field, image_file_1, image_file_2, ... in attachment order, as the chat provides it: ChatGPT passes the file itself, also when you see only a file name or path. Chat attachments only: a web address is refused (as

save_art_direction

Use this when the user asks to create, write or save an art direction, or the board's New art direction asks for one: write it from their words, the chat and the board, and save it in the same turn. Saves it to the library and makes it the board's one art direction, replacing the previous one (which stays in the library). Fill every section with concrete, photographable choices. It applies to ever

propose_brief

Use this when the user describes a shoot. Saves a brief, the looks to shoot and the automation they run through, and links it to the board in place of the current one. Nothing runs or is charged: show the user the looks and the credit quote (get_brief), and generate with confirm_brief only after they agree. Read the board first with read_shoot_board and follow brief_inputs.guide. If the result lis

update_brief

Use this when the user asks in chat to change the board's brief: its looks, Models, outfits, Locations, references, name, shots and steps, AI model or art direction. Send the complete replacement look list with the brief_id it replaces, keeping each unchanged look's key. Shots or steps: recipe with the complete new shot list (recipe_look_keys for some looks only) or recipe_workflow_id. AI model on

list_garmentsread-only

List user's garments with structured filters or query for hybrid name/SKU/metadata/image-attribute search. body_zone expands to categories and is ORed with category when both are given. With a category or body_zone filter and include_uncategorized=false, uncategorized_count reports garments hidden by the category filter within the same scope. If matches are short and uncategorized_count > 0, call

upload_garment_from_public_url

Upload Clothing from public HTTP(S) image URLs. Queues a recoverable batch upload and returns an operation immediately; retry with the exact same arguments to read its state (a retry creates no second upload). Photos are stored as uploaded, without background removal; processing_mode is ignored. Prefer assets with {asset_kind: full|detail, asset_view: front|back|side, asset_url}; exactly one full

list_avatarsread-only

List the user's Models: the reusable people who wear the Clothing (not the AI models; for those, use mcp_list_model_catalog). Supports structured filters or query for hybrid name/metadata/image-attribute search. Set include_image_url=true when the Model's image itself is needed.

upload_avatar_from_chat_file

Batch upload reusable 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 height_cm in avatars[], then pass top-level image_file_1, image_file_2, etc. in the same order. Traits are never guessed. No base64, no local paths. Do not use ordinary text-to-image results as an upload fallbac

list_outfitsread-only

List user's outfits (saved garment combinations). Filter by garment IDs, active status, date range, or query against contained garments.

list_locationsread-only

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.

create_location

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.

create_tag

Create a new tag for organizing assets (garments, models, outfits, files, results, locations). Requires an active company workspace.

get_generation_statusread-only

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/download_url are originals, preview_url is the fallback link, and poster_url/thumbnail_url is a video poster. Returns compact status, parent/child generation IDs, camera, avatar_id, model_id, model_slu

get_generation_resultsread-only

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 display previews, not originals: url/download_url are originals, preview_url is the fallback link, and poster_url/thumbnail_url is a video poster. Every result includes generation_result_id and the response

queue_generation_result_qacan modify

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 substitute view_image for QA unless the user explicitly asks for a manual visual critique instead of the official Uwear QA pipeline. First identify the numeric generation_result_ids, then call this t

read_generation_result_qaread-only

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 outputs; summarize the structured decision and issues, not a manual view_image opinion.

set_generation_result_favoritecan modify

The result viewer's star. Marks one of the user's own generation results as a favorite (favorite true) or removes the mark (false); deletes nothing and spends no credits.

propose_montage

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 images/videos into one final video. Never use this for a photoshoot, lookbook, product shoot, collection shoot, outfit shoot, garment shoot, or image-generation request; those must use request_user_con

update_montage_proposal

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 changes, call update_brief instead. Prefer `operations`, an ordered list of typed montage edits such as `clear_trim`, `remove`, `set_duration`, `set_trim_range`, `set_speed`, `set_muted`, `set_prompt`, `

get_user_creditsread-only

Get user's current credit balance.

list_tagsread-only

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 flows, find the tag ID here, then call get_items_by_tag or the relevant list_* tool with tag_ids.

save_reference_file_from_chat_file

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. Use for mood boards, backgrounds, and other reference images that are not Clothing or Models.

list_art_directionsread-only

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 catalog step before choosing an art_direction_id for a brief; if there is no clear match, fall back to the user's phrase as prompt/creative_context. Use get_art_direction for the full markdown document be

get_art_directionread-only

Get a selectable ArtDirection by ID.

list_templatesread-only

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 templates named `Demo — …` are worked examples of the canonical command language; read one with `get_template` before authoring a first brief or workflow.

mcp_get_contextread-only

Read the Uwear Shoot Board.

mcp_replace_contextcan modify

Replace the Uwear Shoot Board items.

mcp_add_context

Append items to the Uwear Shoot Board.

mcp_clear_contextcan modify

Clear all Shoot Board items, or only one context type.

mcp_list_filesread-only

List uploaded (reference) files for the Uwear MCP workspace files tab and the Shoot Board's References tab.

mcp_save_retouch

Save an edited image (image_base64) as a new child result of parent_generation_result_id. Changes no existing result.

mcp_export_montagecan modify

Export montage clips as one stitched video. Spends credits: call it only after the user confirmed the clips and their order in chat. Returns the generation_id to poll with get_generation_status.

mcp_generate_clipcan modify

Queue an image-to-video generation for one montage clip. Spends credits: call it only after the user agreed in chat. Returns the generation_id to poll with get_generation_status.

mcp_intake_filesread-only

Sort photos dropped on the Shoot Board into garment, avatar, location or reference (or unsure with two candidates) and report duplicates within the drop and in the library. Saves nothing. A photo the call had no time left for comes back with error deferred: send it again.

mcp_commit_intake

Save sorted Shoot Board photos to the library as garments, avatars, locations or reference files, skip ones already saved, and add them to the Shoot Board at expected_revision; a board that changed is refused before anything is saved (revision_conflict with the current board).

mcp_reclassify_board_itemcan modify

Move a Shoot Board photo between the Clothing, Models and Locations piles. Saves the same image as the new kind and swaps it on the board; the old asset is deleted only if intake saved it in the last 24 hours and nothing uses it, otherwise it stays in the library. Asking for a move that already happened changes nothing and returns the board (status "unchanged").

mcp_add_garment_viewcan modify

A Clothing card dropped on another. The photo of from_garment_id becomes the back, side or detail view of garment_id, and from_garment_id leaves the board (deleted only when it is a fresh drop nothing else uses). Or a photo put in the brief's missing-photo slot: image_url instead of from_garment_id, nothing leaves the board. The board's draft brief is saved again when the view changes it. Returns

mcp_upload_intake_photo

Store one photo dropped on the Shoot Board, sent inline as base64, for a host that cannot upload files itself. Returns a receipt (sha256, size, stored, image_url, image_url_expires_at); pass image_url to mcp_intake_files and mcp_commit_intake. Without data, stores nothing and returns the receipt of the photo already stored under sha256 (a fresh image_url), or stored: false.

mcp_edit_brief

Edit the Shoot Board's brief by hand: add, remove or change looks, or run looks through another automation. Saves a new brief linked to the board and returns the board, the brief, its quote and the credit delta; dry_run only quotes.

get_brief

Read one of the account's Shoot Board briefs by brief_id: its looks, automations, credit quote and status. Changes nothing.

confirm_briefcan modify

Generate a Shoot Board brief: publishes its automation drafts, then starts one workflow run per look, charged per run. Spends credits: call it only after the user has seen the brief's looks and credit quote (get_brief) and agreed in chat. Pass the board's brief_revision (read_shoot_board) as expected_brief_revision and a fresh idempotency_key; the same idempotency_key never publishes, runs or char

mcp_brief_runsread-only

Every look's run of a generating brief (brief_id), or runs by id (workflow_run_ids, each with the look its cards held): status, results by step, credits.

mcp_recipe_historyread-only

An automation's past runs, newest first: one row per Shoot Board Generate (its looks) or per run started on Uwear, with when, how it went, credits and covers.

mcp_brief_listread-only

The account's Shoot Board briefs, newest first: every brief that ran (on any Shoot Board) and this board's draft, each with its status, looks, automations, credits and covers.

mcp_recipe_listread-only

The company's shoot automations (and other automations to copy).

mcp_recipe_open

Open the brief's automation in the builder: its draft, or once Generate published it its live version (saving an edit of it makes a new automation); another automation opens read-only.

mcp_recipe_preflightread-only

Validate and price the automation being edited.

mcp_recipe_save_draftcan modify

Save the automation's draft.

mcp_recipe_copy

Copy an automation as a new automation for this shoot.

mcp_workflow_assetsread-only

The automation builder reads library items (Clothing, Models, Locations, ...) of one kind by id to show them on its cards. Read-only.

mcp_workflow_galleryread-only

The automation builder's picker: one page of the user's library items of one kind, filtered by search text, tags or category. Read-only.

mcp_workflow_tagsread-only

The account's tags, for the automation builder's tag filters. Read-only.

mcp_workflow_garment_categoriesread-only

The garment categories, for the automation builder's category filters. Read-only.

mcp_workflow_camerasread-only

The camera views (front, side, back, crops) a shot or camera edit can use, for the automation builder. Read-only.

mcp_workflow_contractread-only

The automation format (step kinds and their settings) the automation builder edits against. Read-only.

mcp_read_generation_resultread-only

One generation result as GET /generation-result/{id} returns it (tags, review verdict, QA, prompt, model), for the widget's result viewer.

mcp_read_generationread-only

One generation with its results as GET /generation/{id} returns it (prompt, model, settings, inputs), for the result viewer's Info panel.

mcp_review_generation_resultscan modify

The result viewer's review rail. Sets the user's verdict on their own results to approved or rejected, or clears it (decision null), replacing any verdict they had; deletes nothing and spends no credits.

mcp_extract_video_frame

Save a still frame of a video result as a new image result, as POST /generation-result/{id}/extract-frame. The result viewer's Save frame.

mcp_set_generation_result_tagscan modify

Replace a result's tags with tag_ids (empty removes all), as PUT /generation-result/{id}/tags. The result viewer's tag tray. A tag that starts one of the user's automations starts it, as on the platform.

mcp_update_tagcan modify

Rename or recolor one of the company's tags, as PATCH /tag/{id}. The result viewer's tag tray.

mcp_delete_generation_resultscan modify

Delete the user's results and their stored images, as the platform's Delete. Cannot be undone: call it only after the user confirmed in chat which results to delete.

mcp_list_model_catalogread-only

The active AI models with their capabilities and pricing rules, as GET /models returns them, for the widget's model pickers.

uwear_settings_readread-only

Read the user's saved photoshoot defaults (aspect ratio, camera, resolution) with every allowed value. Backs the plugin settings page.

uwear_settings_updatecan modify

Save changed photoshoot defaults (aspect ratio, camera, resolution). Send only the settings that changed; returns every current value. Defaults never authorize a paid generation.

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