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NEW19 AI tools · /v1/studio/*

Listing media,
generated by API.

Stage empty rooms, clear clutter, turn day into dusk, render 3D dollhouses from floor plans, animate photos and ship branded ads — try every tool in the Studio playground, then call it with one POST.

Try it outBrowse features
Day to duskVirtual stagingDeclutter
Async jobs

Heavy work runs in the background.

Generative endpoints answer 202 Accepted with a job ID. Poll it, stream progress over Server-Sent Events, or pass a webhook_url and we’ll call you.

Auth — either header, same key as the Listings API
x-api-key: <your_api_key>Authorization: Bearer <your_api_key>
01 · submitPOST /v1/studio/*
02 · accepted202 · job_id
03 · poll or streamGET /jobs/:job_id
floorplan_3d · job_studio_01JA0XQ4M9ZK7Tcompleted
{
"job_id": "job_studio_01JA0XQ4M9ZK7T",
"type": "floorplan_3d",
"status": "completed",
"progress_percentage": 100,
"current_step": "done",
"result": {
"isometric_3d_dollhouse_url": "https://cdn.mlsapi.dev/studio/renders/job_studio_01JA02_dollhouse.png",
"thumbnail_url": "https://cdn.mlsapi.dev/studio/renders/job_studio_01JA02_thumb.png",
"room_renders": [
{
"room_name": "Living Room",
"image_url": "https://cdn.mlsapi.dev/studio/renders/job_studio_01JA02_living.png"
},
{
"room_name": "Kitchen",
"image_url": "https://cdn.mlsapi.dev/studio/renders/job_studio_01JA02_kitchen.png"
}
],
"design_system_applied": {
"flooring": "Wide-plank European white oak",
"style": "luxury"
}
},
"created_at": "2026-09-29T14:02:11.000Z",
"completed_at": "2026-09-29T14:02:24.000Z",
"status_url": "/v1/studio/jobs/job_studio_01JA0XQ4M9ZK7T"
}
Endpoint reference

Every Studio endpoint.

Each links to its feature page with parameters, request examples and responses.

FeatureEndpointRuns
Virtual StagingPOST/v1/studio/staging/stageasync · ~12s
Remove FurniturePOST/v1/studio/staging/emptyasync · ~12s
Change StylePOST/v1/studio/staging/restyleasync · ~12s
Declutter RoomsPOST/v1/studio/staging/declutterasync · ~12s
Replace FurniturePOST/v1/studio/staging/replace-furnitureasync · ~14s
Replace MaterialsPOST/v1/studio/staging/replace-materialasync · ~14s
Paint Color VisualizerPOST/v1/studio/staging/wall-colorsasync · ~18s
Custom PromptPOST/v1/studio/customasync · ~12s
Photo EnhancementPOST/v1/studio/enhance/exteriorasync · ~12s
Day to DuskPOST/v1/studio/staging/twilightasync · ~12s
4K UpscalePOST/v1/studio/enhance/upscaleasync · ~10s
Floor Plan to 3D · AnalyzePOST/v1/studio/floorplan/analyzesync · ~2s
Floor Plan to 3D · Render 3DPOST/v1/studio/floorplan/render-3dasync · ~15s
3D to PhotorealisticPOST/v1/studio/render/architecturalasync · ~15s
Photo to VideoPOST/v1/studio/video/walkthroughasync · ~25s
Before & After VideoPOST/v1/studio/video/transitionasync · ~25s
House Tour VideoPOST/v1/studio/video/tourasync · ~45s
Realtor Video PolishPOST/v1/studio/video/enhanceasync · ~30s
Branded Ad CreativesPOST/v1/studio/creatives/generateasync · ~5s
Social Publishing · Write captionsPOST/v1/listing/:mlsId/contentsync · ~5s
Social Publishing · PublishPOST/v1/studio/social/publishsync · ~1s
Job statusGET/v1/studio/jobs/:job_idsync
Job progress streamGET/v1/studio/jobs/:job_id/streamSSE

See it on your own photos.

Sign up or log in at studio.mlsapi.dev to run it on your own photos — then call the same endpoint from your code.

Try it outExplore the Listings API