Connect Dreamstudio to AI agents

Connect Dreamstudio to Claude, Codex, Cursor, or other AI agents for your entire team. Metorial security, governance, observability, and gives your team a unified Magic MCP url to connect.

Supported Tools

control_image

Control Image

Generate controlled variations of images using structural guidance. Three control modes: - **sketch**: Transform rough sketches into polished images, guided by contour lines and edges - **structure**: Maintain structural composition while restyling the content - **style**: Transfer the visual style from a reference image to generate new content

upscale_image

Upscale Image

Increase image resolution using AI upscaling. Three modes available: - **conservative**: Preserves original appearance, outputs up to 4MP. Requires a prompt. (25 credits) - **creative**: For heavily degraded images (<1MP), creatively enhances to high-res. Async operation. (25 credits) - **fast**: Quick 4x resolution increase in ~1 second. No prompt needed. (Fewer credits)

generate_image

Generate Image

Generate images from text prompts using Stability AI's Stable Diffusion models. Supports multiple model tiers with different quality/speed tradeoffs: - **Ultra**: Highest quality, 1MP output (8 credits) - **Core**: Fast, high-quality, 1.5MP output with style presets (3 credits) - **SD 3.5 Large**: Detailed generation, 1MP output (6.5 credits) - **SD 3.5 Large Turbo**: Faster variant of Large (4 credits) - **SD 3.5 Medium**: Balanced quality and speed (3.5 credits)

generate_3d

Generate 3D Asset

Convert a single 2D image into a textured, UV-unwrapped 3D mesh (GLB format) using Stable Fast 3D. Generates in approximately 0.5 seconds. The output includes mesh, textures, and material properties.

get_account

Get Account Info

Retrieve your Stability AI account information including user details, remaining credit balance, and organization memberships.

generate_video

Generate Video

Generate a short video (~2 seconds) from an input image using Stable Video Diffusion. The operation is **asynchronous** — the job is submitted and polled for completion (typically under 2 minutes). Costs 20 credits.

replace_background

Replace Background & Relight

Replace the background of an image while keeping the main subject intact, with optional lighting adjustments. This is an **async operation** that submits a job and polls for the result. Can provide a text prompt for the new background or upload a reference background image. Supports lighting controls via direction, strength, and reference images.

edit_image

Edit Image

Edit images using various AI-powered tools. Supports multiple editing operations: - **inpaint**: Replace specific masked areas with new content - **erase**: Remove unwanted elements using a mask - **outpaint**: Extend the image beyond its boundaries - **search_and_replace**: Find an object by text and replace it (no mask needed) - **search_and_recolor**: Change colors of specific objects via text prompts - **remove_background**: Segment the foreground and remove the background

More integrations teams use with Dreamstudio

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Subscribe to webhooks for list and library change notifications. Retrieve site properties and search for sites across Microsoft 365.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Confluence

Create, read, update, and delete pages, blog posts, comments, and attachments in Confluence spaces. Manage spaces, permissions, labels, and content restrictions. Search content using Confluence Query Language (CQL). Upload and download file attachments with versioning. Manage users, groups, and group memberships. Create and manage whiteboards, databases, folders, and templates. View and update inline tasks. Access audit logs. Listen for webhooks on page, blog, comment, attachment, space, label, and user events.

Bitbucket

Manage Git repositories, pull requests, and CI/CD pipelines on Bitbucket Cloud. Create, fork, and configure repositories within workspaces and projects. Create, review, approve, merge, and decline pull requests with inline code comments. Browse source code, list commits, and manage branches and tags. Track issues with the built-in issue tracker. Trigger, monitor, and manage Bitbucket Pipelines. List workspace members, configure repository default reviewers and branch restrictions, create and manage repository webhooks, and search code across repositories.

Technical notes for Dreamstudio

Generate images from text prompts using Stable Diffusion models (Ultra, Core, SD 3.5). Edit images with inpainting, erasing, outpainting, search-and-replace, recoloring, background removal, and relighting. Upscale images using conservative, creative, or fast methods. Control image generation with sketch, structure, and style transfer tools. Generate video from text or images. Create 3D meshes and assets from 2D images. Check account credit balance.

Connect Dreamstudio to production AI agents

See how Metorial gives Dreamstudio access the governance, tracing, and security controls teams need.

Frequently asked questions

Common questions about connecting Dreamstudio to AI agents with Metorial.

  1. Can Metorial connect Dreamstudio to AI agents?
    Yes. Metorial connects AI agents to Dreamstudio through a governed integration layer, so teams can use the provider while keeping access controlled and observable.
  2. Metorial is MCP compatible and lets teams expose approved provider tools to MCP-capable agents and clients through a controlled access layer.
  3. Metorial applies policies across users, groups, providers, agents, and individual tools, then records the context around every agent interaction.
  4. Yes. Metorial records provider activity so teams can inspect tool calls, troubleshoot integrations, and give security teams the visibility they need.