AI3D Studio
Server Details
Generate 3D models from images or text with AI, then retexture or convert them to STL, 3MF or OBJ.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
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Available Tools
16 toolscancel_batchCancel a batch’s queued picturesDestructiveIdempotentInspect
Cancel every picture of a batch that has not started yet; they are never charged and cannot be run again from this batch. Runs already started finish and are charged as usual (cancel_job stops one). Safe to repeat.
| Name | Required | Description | Default |
|---|---|---|---|
| batch_id | Yes | The batch id start_batch returned. |
Output Schema
| Name | Required | Description |
|---|---|---|
| items | Yes | |
| model | Yes | |
| scene | Yes | |
| counts | Yes | |
| status | Yes | |
| batch_id | Yes | |
| cancelled | Yes | Pictures cancelled by this call. |
| created_at | Yes | |
| item_count | Yes | |
| settled_at | Yes | |
| quoted_credits | Yes | What the batch costs if every picture runs. |
| charged_credits | Yes | What its runs were charged so far. |
| per_item_credits | Yes |
cancel_jobCancel a running jobDestructiveIdempotentInspect
Cancel a job that is still pending or processing. This is the same request the web app Cancel button sends: the platform stops the work and refunds the credits of outputs that did not finish, which get_job then shows. Safe to repeat: cancelling a job that is already cancelling or already finished changes nothing and says so. Only jobs that belong to the account can be cancelled.
| Name | Required | Description | Default |
|---|---|---|---|
| job_id | Yes | The job id returned by generate_3d or generate. |
Output Schema
| Name | Required | Description |
|---|---|---|
| job_id | Yes | |
| message | Yes | |
| outcome | Yes |
convert_modelConvert, compress or repair a Library modelIdempotentInspect
Convert one of the account’s Library 3D models (a GLB) to GLB, STL, 3MF, OBJ or PLY on the server, optionally simplifying it, compressing its geometry, scaling it to a real-world size, moving its origin or repairing it for printing (holes, flipped faces, debris; STL, 3MF, OBJ or PLY), and file the result in the Library as a new creation made from it. Free (no credits) and answered at once. STL and 3MF are millimetres and Z-up for slicers; OBJ and PLY are geometry only, in metres; GLB keeps materials and textures and can be meshopt-compressed. Take asset_id from get_job or search_library (a file of a finished 3D job). Models over 50 MB or 2,000,000 triangles, and Draco-compressed GLBs, are refused. The same conversion run twice returns the same creation.
| Name | Required | Description | Default |
|---|---|---|---|
| name | No | ||
| format | No | The file to make; glb when omitted. | |
| origin | No | Move the origin to the bottom centre (default when resizing) or the centre. | |
| repair | No | Repair for printing first: weld, drop broken and duplicate faces and loose debris, fix flipped faces, fill holes. stl, 3mf, obj, ply only; up to 200,000 triangles (simplify first for more). | |
| asset_id | Yes | A GLB file of one of your Library models. | |
| simplify | No | Share of triangles to keep: 1 (default), 0.75, 0.5 or 0.25. | |
| project_id | No | ||
| compression | No | GLB only: meshopt (default, smallest) or none. | |
| resize_height | No | Scale the model to this height, in metres. | |
| resize_longest_side | No | Scale the model so its longest side is this long, in metres. Not with resize_height. |
Output Schema
| Name | Required | Description |
|---|---|---|
| url | Yes | Public https download URL of the file. |
| format | Yes | |
| job_id | Yes | The new Library creation: pass to get_job like any job. |
| repair | No | What repair found and fixed, when repair was asked for. |
| created | Yes | False when the same conversion was already in the Library: that creation is returned. |
| asset_id | Yes | Its file, for another convert_model. |
| size_bytes | Yes | |
| content_type | Yes | |
| triangles_after | Yes | |
| triangles_before | Yes |
estimate_costEstimate credit costRead-onlyIdempotentInspect
Price a generation before starting it: the credits this model would charge for these options, and whether the current balance covers it. Uses the same validation and price calculation as generate_3d and generate, so for a valid request the figure is exactly what is charged. Omit scene to price every scene of the model. Nothing is charged and nothing is started.
| Name | Required | Description | Default |
|---|---|---|---|
| model | Yes | A model id from list_models. | |
| scene | No | A scene id from list_models, e.g. 'image-to-3d'. | |
| prompt | No | ||
| options | No | The options you intend to pass; they change the price. |
Output Schema
| Name | Required | Description |
|---|---|---|
| model | Yes | |
| quotes | Yes | |
| balance | Yes | Credits the account holds now. |
| available | Yes | |
| media_type | Yes |
generateStart a generationInspect
Start an async AI generation of any media type and return its job id. The input shape depends on the model (see list_models); for 3D prefer generate_3d. To run an image preset (list_models returns them: figurine, style, pose, convert), send mediaType "image", scene "image-to-image", options.image (the picture, or the subject then a reference), options.preset (its id) and optionally options.preset_addons and options.preset_background; the server composes the prompt, and prompt is then only your extra instructions. Bills credits: check the price with estimate_cost first. Pass a stable idempotencyKey when retrying — a retry with the same key replays the original job instead of billing twice. Then call get_job.
| Name | Required | Description | Default |
|---|---|---|---|
| model | Yes | ||
| scene | No | ||
| prompt | No | The prompt; with options.preset, only your additional instructions. | |
| options | No | Model-specific options; derive from list_models (include_inputs). For an image preset: preset (its id), preset_addons, preset_background. | |
| mediaType | Yes | Generation family, e.g. 'image' | 'video' | '3d' | 'music' — see list_models. | |
| workflowType | No | ||
| idempotencyKey | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| model | Yes | |
| scene | Yes | |
| job_id | Yes | Pass to get_job to follow progress. |
| status | Yes | pending and processing are running; success, partial, failed and canceled are final. 'partial' means some outputs finished and the rest were refunded. |
| deduped | Yes | True when an earlier call with the same idempotency key already started this job: nothing was charged again. |
| outputs | Yes | How many results this job makes. |
| media_type | Yes | |
| credits_charged | Yes | Credits taken from the balance. |
generate_3dGenerate a 3D modelInspect
Start a 3D generation and return its job id at once. mode picks the input: text (prompt), image (options with the image URL), multiview (several view images), sketch, or model (edit an existing 3D model). Take the model id and its option names from list_models, and check the price with estimate_cost first: this spends credits. Pass a stable idempotency_key when retrying so a retry replays the same job instead of billing twice. Then call get_job to follow it.
| Name | Required | Description | Default |
|---|---|---|---|
| mode | Yes | Which input the model is given. | |
| model | Yes | A 3D model id from list_models. | |
| prompt | No | ||
| options | No | Model-specific options; take the field names from list_models with include_inputs, and price them with estimate_cost first. | |
| idempotency_key | No | Reuse the same value when retrying this exact request. |
Output Schema
| Name | Required | Description |
|---|---|---|
| model | Yes | |
| scene | Yes | |
| job_id | Yes | Pass to get_job to follow progress. |
| status | Yes | pending and processing are running; success, partial, failed and canceled are final. 'partial' means some outputs finished and the rest were refunded. |
| deduped | Yes | True when an earlier call with the same idempotency key already started this job: nothing was charged again. |
| outputs | Yes | How many results this job makes. |
| media_type | Yes | |
| credits_charged | Yes | Credits taken from the balance. |
get_balanceCheck credit balanceRead-onlyIdempotentInspect
Get the credits this account can spend now (and how many of them come from the subscription or are permanent), the plan name when there is one, and — when you are connected with an API key that has a monthly credit limit — that limit, what the key has used this month, and when it resets. Read-only.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Output Schema
| Name | Required | Description |
|---|---|---|
| plan | Yes | The active subscription plan; null on pay-as-you-go. |
| account | Yes | |
| credits | Yes | |
| api_key_limit | Yes | Only for an API key with a monthly credit limit. |
get_batchGet a batch’s progressRead-onlyIdempotentInspect
The state of a batch and of each picture in it: queued, running, done, failed or cancelled, the job_id of its run once started (get_job gives the files), credits charged, and whether retry_batch can run it again.
| Name | Required | Description | Default |
|---|---|---|---|
| batch_id | Yes | The batch id start_batch returned. |
Output Schema
| Name | Required | Description |
|---|---|---|
| items | Yes | |
| model | Yes | |
| scene | Yes | |
| counts | Yes | |
| status | Yes | |
| batch_id | Yes | |
| created_at | Yes | |
| item_count | Yes | |
| settled_at | Yes | |
| quoted_credits | Yes | What the batch costs if every picture runs. |
| charged_credits | Yes | What its runs were charged so far. |
| per_item_credits | Yes |
get_jobGet job status and resultsRead-onlyIdempotentInspect
Get a job started by generate_3d or generate: its status, progress, credits charged and refunded, and — when it has finished — the result files with their public download URLs, including other formats where the model returned them. Poll about every 5–10 seconds while status is pending or processing; stop when is_terminal is true.
| Name | Required | Description | Default |
|---|---|---|---|
| job_id | Yes | The job id returned by generate_3d or generate. |
Output Schema
| Name | Required | Description |
|---|---|---|
| error | Yes | |
| files | Yes | Result files with public download URLs; empty until ready. |
| model | Yes | |
| scene | Yes | |
| job_id | Yes | |
| status | Yes | pending and processing are running; success, partial, failed and canceled are final. 'partial' means some outputs finished and the rest were refunded. |
| credits | Yes | |
| outputs | Yes | |
| progress | Yes | 0 to 1: finished outputs over expected outputs. |
| created_at | Yes | |
| media_type | Yes | |
| is_terminal | Yes | True once the job is final and will not change again. |
| completed_at | Yes |
list_batchesList recent batchesRead-onlyIdempotentInspect
The account’s batches of one scene from the last 24 hours, newest first, with each picture’s progress — and how many pictures its plan lets one batch hold (allowance; 0 means the plan includes no batches).
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| scene | Yes |
Output Schema
| Name | Required | Description |
|---|---|---|
| batches | Yes | |
| allowance | Yes |
list_job_filesList job download formatsRead-onlyIdempotentInspect
List the files a finished job already has, one per format: the main result plus any alternate formats the model returned (for 3D models, for example glb with fbx or usdz), each with a public download URL. Pass format to find one format. This does not convert: if the format asked for is not there, available_formats says what is, and a model can be exported to other formats from the web app model viewer.
| Name | Required | Description | Default |
|---|---|---|---|
| format | No | A file format to look for, e.g. 'glb' or 'stl'. | |
| job_id | Yes | The job id returned by generate_3d or generate. |
Output Schema
| Name | Required | Description |
|---|---|---|
| note | Yes | |
| files | Yes | |
| job_id | Yes | |
| status | Yes | pending and processing are running; success, partial, failed and canceled are final. 'partial' means some outputs finished and the rest were refunded. |
| requested_format | Yes | |
| available_formats | Yes |
list_modelsList models and pricesRead-onlyIdempotentInspect
List the models this account can generate with, grouped by what they make (3D, image, …): each with its id, the scenes (input modes such as text-to-3d or image-to-3d) it supports, and the credits it costs at default options. Call this first to choose a model id, then estimate_cost for an exact price. Set include_inputs to also get the option fields of each scene (names, allowed values, ranges). An account whose app has an Image Studio also gets presets: ready-made picture conversions (figurine, style, pose, …) to run with generate by passing options.preset. batches lists the scenes start_batch can run over several Library pictures at once, with the models each may use.
| Name | Required | Description | Default |
|---|---|---|---|
| media_type | No | Only models of this kind, e.g. '3d' or 'image'. | |
| available_only | No | Leave out models that are listed but cannot be started. | |
| include_inputs | No | Include the option fields of every scene (larger result). |
Output Schema
| Name | Required | Description |
|---|---|---|
| count | Yes | |
| app_id | Yes | |
| models | Yes | |
| batches | Yes | Scenes start_batch can run over several pictures; empty when the app offers none. |
| presets | Yes | Image presets this app offers; empty when it has none or media_type is not image. |
retry_batchRetry a batch’s failed picturesInspect
Queue the batch’s failed pictures (and any stopped for want of credits) again as new runs, or only the item_ids given. Charged as each starts, like a new batch of that many pictures: the balance must cover them and they count against a monthly limit.
| Name | Required | Description | Default |
|---|---|---|---|
| batch_id | Yes | The batch id start_batch returned. | |
| item_ids | No |
Output Schema
| Name | Required | Description |
|---|---|---|
| items | Yes | |
| model | Yes | |
| scene | Yes | |
| counts | Yes | |
| status | Yes | |
| batch_id | Yes | |
| requeued | Yes | Pictures queued again. |
| created_at | Yes | |
| item_count | Yes | |
| settled_at | Yes | |
| quoted_credits | Yes | What the batch costs if every picture runs. |
| charged_credits | Yes | What its runs were charged so far. |
| per_item_credits | Yes |
search_librarySearch my libraryRead-onlyIdempotentInspect
Search the Library of past generations kept by this account, newest first: filter by words in the prompt or title and by kind (3d, image, …). Returns the job id, model, status and result file URLs of each run. Use next_cursor to page. Only runs of this account are ever searched. For the full detail of one run call get_job.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | How many to return, 1 to 50. | |
| query | No | Words to look for in the prompt or title. | |
| cursor | No | The next_cursor of the previous result. | |
| media_type | No | Only runs of this kind, e.g. '3d' or 'image'. |
Output Schema
| Name | Required | Description |
|---|---|---|
| items | Yes | |
| total | Yes | How many runs match in all. |
| next_cursor | Yes | Pass as cursor for the next page; null at the end. |
start_batchStart a batch over Library picturesInspect
Run the same model, scene and options once for each of several pictures in the account’s Library — for example image to 3D for twelve product photos. Take the scenes and models from list_models (batches), and each picture’s asset_id from get_job or search_library on a finished image job. Nothing is charged now: each run is charged as it starts and refunded if it fails, but the balance must cover the whole quote, and for a key or connection with a monthly limit the whole quote is held against it until each picture runs (then its real cost counts) or is cancelled, refused or refunded (then nothing does). Returns a batch id at once; follow it with get_batch. Pass idempotency_key on retries so a repeat returns the same batch instead of queueing another.
| Name | Required | Description | Default |
|---|---|---|---|
| items | Yes | One entry per picture: a Library image’s asset_id. | |
| model | Yes | ||
| scene | Yes | ||
| prompt | No | ||
| options | No | Options every run shares, as for generate; the picture field is filled per item. | |
| project_id | No | ||
| idempotency_key | No | ||
| notify_by_email | No | ||
| expected_credits | No | The quote you showed the person; a different price queues nothing. |
Output Schema
| Name | Required | Description |
|---|---|---|
| items | Yes | |
| model | Yes | |
| scene | Yes | |
| counts | Yes | |
| reused | Yes | An earlier call with this idempotency_key started it. |
| status | Yes | |
| balance | Yes | Credits available when it was accepted. |
| batch_id | Yes | |
| created_at | Yes | |
| item_count | Yes | |
| settled_at | Yes | |
| quoted_credits | Yes | What the batch costs if every picture runs. |
| charged_credits | Yes | What its runs were charged so far. |
| per_item_credits | Yes |
viewer_job_stateViewer job stateRead-onlyIdempotentInspect
Used by the interactive 3D viewer shown next to a generation result, not for direct use: the state of one job and, once it has finished, the URL of the model file the viewer can draw plus the download links. Read-only; the conversation never needs to call it, get_job gives the same facts as text.
| Name | Required | Description | Default |
|---|---|---|---|
| job_id | Yes | The job id returned by generate_3d. |
Output Schema
| Name | Required | Description |
|---|---|---|
| error | Yes | |
| model | Yes | Null until the job has produced a file in a viewable format. |
| job_id | Yes | |
| status | Yes | pending and processing are running; success, partial, failed and canceled are final. 'partial' means some outputs finished and the rest were refunded. |
| outputs | Yes | |
| downloads | Yes | |
| media_type | Yes | |
| is_terminal | Yes | |
| library_url | Yes | Where the job is kept in the web app. |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
16 tool updates
- First observed
cancel_batch - First observed
cancel_job - First observed
convert_model - First observed
estimate_cost - First observed
generate - First observed
generate_3d - First observed
get_balance - First observed
get_batch - First observed
get_job - First observed
list_batches - First observed
list_job_files - First observed
list_models - First observed
retry_batch - First observed
search_library - First observed
start_batch - First observed
viewer_job_state
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