Dreamstudio MCP server

Connect Dreamstudio to Claude, ChatGPT, Cursor, Claude Code, Codex, Gemini, GitHub Copilot and any other MCP client, for your whole team. Metorial adds security, governance, and tracing, and gives everyone one Magic MCP URL to connect.

What you can do with the Dreamstudio MCP server

Ask your agent in plain language. Each of these maps to a real tool on the server.

  • Use the control image tool in Dreamstudio
  • Use the upscale image tool in Dreamstudio
  • Use the generate image tool in Dreamstudio
  • Use the generate 3d asset tool in Dreamstudio
  • Use the get account info tool in Dreamstudio
  • Use the generate video tool in Dreamstudio

Supported Tools

control_image

Control Image

DEPRECATED — use `transform_image` instead. 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

DEPRECATED — use `transform_image` instead. Increase image resolution using AI upscaling. Three modes available: - **conservative**: Preserves original appearance, outputs up to 4MP. Requires a prompt. (40 credits) - **creative**: For heavily degraded images (<1MP), creatively enhances to high-res. Async operation. (60 credits) - **fast**: Quick 4x resolution increase in ~1 second. No prompt needed. (Fewer credits)

generate_image

Generate Image

DEPRECATED — use `generate_image_file` instead. 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

DEPRECATED — use `generate_3d_file` instead. 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

DEPRECATED — Stability AI retired its hosted Stable Video Diffusion API on July 24, 2025. This tool no longer generates videos.

replace_background

Replace Background & Relight

DEPRECATED — use `transform_image` instead. 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

DEPRECATED — use `transform_image` instead. 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

generate_3d_file

Generate 3D Model File

Create a downloadable textured GLB model from one image using Stable Fast 3D.

get_generation_result

Get Image Generation Result

Check an asynchronous creative upscale or background replacement job and retrieve its downloadable image when complete.

transform_image

Transform Image

Create a downloadable image using AI editing, background removal or relighting, upscaling, or sketch, structure, and style guidance.

generate_image_file

Generate Image File

Generate a downloadable image from text with Stable Image Core, Ultra, or Stable Diffusion 3.5. Ultra and SD 3.5 also support image-to-image generation.

Connect Dreamstudio to your AI client

Every client uses the same Magic MCP URL, and so does any other MCP client. Add it once and sign in with SSO.

  1. Enable Dreamstudio in Metorial. In your Metorial portal, enable the Dreamstudio MCP server and sign in with the account that owns the data. Access stays governed by your team policies.
  2. Add a custom connector. Open Customize, then Connectors. Select Add, then Custom, then Web.
  3. Paste your Metorial MCP URL. Name it Metorial, paste your Magic MCP URL (<your-magic-mcp-url>) and continue.
  4. Sign in. Select Add and sign in to load Dreamstudio tools.

Run Dreamstudio through the Metorial gateway

One governed layer for every app your agents reach, not a separate connector per tool.

  • Give Dreamstudio and every other app to your whole team through one MCP gateway, behind your SSO.
  • Scope which teams and agents can use Dreamstudio tools with role-based access control, and trace every call.
  • Prefer to run it yourself? Metorial is open source and self-hostable.

More integrations teams use with Dreamstudio

Notion

Create, read, update, and archive pages and databases in a Notion workspace. Manage blocks (paragraphs, lists, headings, embeds, etc.) within pages. Query databases with filters and sorts across rich property types including text, numbers, dates, selects, relations, and formulas. Search across pages and databases by title. Add and read comments on pages and blocks. Upload files to pages. Manage workspace users and retrieve user profiles.

Google Sheets

Create, read, and update spreadsheets and their cell data. Read and write values to individual cells, ranges, or multiple ranges using A1 notation or named ranges. Apply cell formatting including text styles, backgrounds, borders, number formats, and conditional formatting. Manage sheets (tabs) within a spreadsheet—add, delete, copy, rename, and reorder them. Create and manage embedded charts, pivot tables, filter views, data validation rules, protected ranges, named ranges, and merged cells. Perform batch operations to apply multiple updates atomically.

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.

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. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Resolve site users to numeric Person/Group LookupId values. 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. Retrieve site properties and search for sites across Microsoft 365.

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.

Technical notes for Dreamstudio

Generate images from text prompts using Stable Image Ultra, Core, and Stable Diffusion 3.5. Edit, relight, upscale, and guide images with sketch, structure, or style references. Download generated image files and GLB 3D models, recover asynchronous results, and check account identity and credit balance.

Frequently asked questions

Common questions about connecting Dreamstudio to AI agents with Metorial.

  1. How many tools does the Dreamstudio MCP server have?
    The Dreamstudio MCP server exposes 12 tools, including Control Image, Upscale Image, Generate Image. Each one is governed and traced through Metorial.
  2. Dreamstudio exposes tools your agents call on demand; it does not publish event triggers yet. Everything still runs through one governed MCP URL.
  3. Any MCP client, including VS Code, Windsurf, Zed, OpenCode and Grok. Each one reaches the Dreamstudio MCP server through the same Metorial URL.
  4. Use role-based access control to decide which teams, users, and agents can use Dreamstudio and which of its tools they can call.
  5. Yes. Metorial is open source, so you can run the Dreamstudio MCP server yourself or use the hosted gateway.

Connect Dreamstudio to production AI agents

See how Metorial gives your team governed access to Dreamstudio, with tracing and security controls built in.