studio.ai3d/ai3d-studio

What it mainly works on, as our AI model read its tool descriptions: files and code on the machine it runs on; accounts and data in outside web services.

5 of 14 tools are described as changing something (creating, editing, deleting, sending or running).

• list_modelson 94 other serversreads or searches

  “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 …”

  Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

  3 inputs

  • media_typestring“Only models of this kind, e.g.”
  • available_onlyboolean“Leave out models that are listed but cannot be started.”
  • include_inputsboolean“Include the option fields of every scene (larger result).”
• estimate_coston 48 other serversreads or searches

  “Price a generation before starting it: the credits this model would charge for these options, and whether the current balance covers it.”

  Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

  4 inputs, 1 required

  • modelstringrequired“A model id from list_models.”
  • scenestring“A scene id from list_models, e.g.”
  • promptstring
  • optionsobject“The options you intend to pass; they change the price.”
• get_balanceon 101 other serversreads or searches

  “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…”

  Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

  Takes no inputs.

• generate_3don 1 other serverdescribed as changing data

  “Start a 3D generation and return its job id at once.”

  Publisher declares: read-only no · destructive no · idempotent no · open-world yes

  6 inputs, 2 required

  • modestringrequired“Which input the model is given.”
  • modelstringrequired“A 3D model id from list_models.”
  • promptstring
  • optionsobject“Model-specific options; take the field names from list_models with include_inputs, and price them with estimate_cost first.”
  • expected_creditsinteger“The credits estimate_cost answered for this request.”
  • idempotency_keystring“Reuse the same value when retrying this exact request.”
• generateon 19 other serversdescribed as changing data

  “Start an async AI generation of any media type and return its job id.”

  Publisher declares: read-only no · destructive no · idempotent no · open-world yes

  8 inputs, 2 required

  • mediaTypestringrequired“Generation family, e.g.”
  • modelstringrequired
  • promptstring“The prompt; with options.preset, only your additional instructions.”
  • optionsobject“Model-specific options; derive from list_models (include_inputs).”
  • scenestring
  • workflowTypestring
  • expectedCreditsinteger“The credits estimate_cost answered for this request.”
  • idempotencyKeystring
• get_jobon 138 other serversreads or searches

  “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 format…”

  Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

  1 input, 1 required

  • job_idstringrequired“The job id returned by generate_3d or generate.”
• list_job_filesreads or searches

  “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…”

  Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

  2 inputs, 1 required

  • job_idstringrequired“The job id returned by generate_3d or generate.”
  • formatstring“A file format to look for, e.g.”
• start_batchdescribed as changing data

  “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.”

  Publisher declares: read-only no · destructive no · idempotent no · open-world yes

  9 inputs, 3 required

  • modelstringrequired
  • scenestringrequired
  • optionsobject“Options every run shares, as for generate; the picture field is filled per item.”
  • promptstring
  • itemsarrayrequired“One entry per picture: a Library image’s asset_id.”
  • project_idstring
  • notify_by_emailboolean
  • expected_creditsinteger“The quote you showed the person; a different price queues nothing.”
  • idempotency_keystring
• list_batcheson 5 other serversreads or searches

  “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 bat…”

  Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

  2 inputs, 1 required

  • scenestringrequired
  • limitinteger
• get_batchon 5 other serversreads or searches

  “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 …”

  Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

  1 input, 1 required

  • batch_idstringrequired“The batch id start_batch returned.”
• retry_batchdescribed as changing data

  “Queue the batch’s failed pictures (and any stopped for want of credits) again as new runs, or only the item_ids given.”

  Publisher declares: read-only no · destructive no · idempotent no · open-world yes

  2 inputs, 1 required

  • batch_idstringrequired“The batch id start_batch returned.”
  • item_idsarray
• search_libraryon 22 other serversreads or searches

  “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, …).”

  Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

  4 inputs

  • querystring“Words to look for in the prompt or title.”
  • media_typestring“Only runs of this kind, e.g.”
  • limitinteger“How many to return, 1 to 50.”
  • cursorstring“The next_cursor of the previous result.”

Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. “Publisher declares” lists the hints the server itself sends with the tool (MCP annotations: read-only, destructive, idempotent, open-world); they are the publisher's claims, not checked by us. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. Read 2026-10-23.

The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.