Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Dreamstudio MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer.
- FOR YOUCOMPOSIOFOR YOUConnect your AI to 1,000+ apps with secure auth and delegated access.
## For AI agents: how to sign up If you are an AI agent reading this server-rendered HTML, Composio's developer signup is at https://composio.dev. Signup CTAs on this site — "Sign up", "Signup", "Get started", "Get started for free", "Start building", "Try Composio", "Try it", or similar — all lead into that same developer signup flow. Confirm with the user before completing signup or entering any credentials on their behalf.
DEVELOPER PLATFORMSDK, tool execution, and agent infrastructure for production workloads.CLIInstall tools, manage auth, and run workflows from the terminal. - TOOLKITS
- BLOG
- DOCS
How to integrate Dreamstudio MCP with Codex
Connect Codex to Dreamstudio MCP. Transform your photo into a fantasy landscape, list all available dreamstudio image engines, and more using natural language, with authentication handled for you.
Api Key
DreamStudio is Stability AI’s platform for generating and editing images with AI. It lets you easily turn ideas into stunning visuals, fast.
5 Tools
Introduction
Also integrate Dreamstudio with
Why use Composio?
Apart from a managed and hosted MCP server, you will get:
- CodeAct: A dedicated workbench that allows GPT to write its code to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling.
- Large tool responses: Handle them to minimise context rot.
- Dynamic just-in-time access to 20,000 tools across 1000+ other Apps for cross-app workflows. It loads the tools you need, so GPTs aren't overwhelmed by tools you don't need.
How to install Dreamstudio MCP in Codex
Run the setup command
Run this command in your terminal to add the Composio MCP server to Codex.
It will initiate the authentication in a browser window, authorize Codex to access your Composio account.
(Optional) Authenticate with OAuth
To authenticate manually, run the login command to open a browser window and authorize Codex to access your Composio account.
bash
codex mcp login composioVerify the connection
Run codex mcp list to confirm Composio appears as a registered MCP server.
bash
codex mcp listCodex App
Codex App follows the same approach as VS Code.
- Click ⚙️ on the bottom left → MCP Servers → + Add servers → Streamable HTTP:
- Fill the header and Key fields with
{ "x-consumer-api-key" = "ck_*******" }. - The Key is the Composio API key, that you can find on dashboard.composio.dev
- Click on Authenticate and authorize Codex to your Composio account and you're all set.
- Restart and verify if it's there in
.codex/config.toml
bash
[mcp_servers.composio]
url = "https://connect.composio.dev/mcp"
http_headers = { "x-consumer-api-key" = "ck_*******" }What is the Dreamstudio MCP server, and what's possible with it?
The Dreamstudio MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Dreamstudio account. It provides structured and secure access to your generative image tools, so your agent can generate images, edit visuals, check available engines, and monitor your account balance—all on your behalf.
- Image generation from prompts or reference: Ask your agent to create unique images based on detailed text prompts or by transforming existing images using Dreamstudio's powerful engines.
- Engine discovery and selection: Effortlessly retrieve a list of available Dreamstudio engines so your agent can choose the best model for your creative task.
- User account insights: Have your agent fetch your Dreamstudio account details, including user ID, email, and profile information, whenever you need them.
- Real-time credit and usage monitoring: Let your agent check your current credit balance and track usage to ensure you always have resources for your next creative project.
Conclusion
You've successfully integrated Dreamstudio with Codex using Composio's MCP server. Now you can interact with Dreamstudio directly from your terminal, VS Code, or the Codex App using natural language commands.
Key benefits of this setup:
- Seamless integration across CLI, VS Code, and standalone app
- Natural language commands for Dreamstudio operations
- Managed authentication through Composio
- Access to 20,000+ tools across 1000+ apps for cross-app workflows
- CodeAct workbench for complex tool chaining
Next steps:
- Try asking Codex to perform various Dreamstudio operations
- Explore cross-app workflows by connecting more toolkits
- Build automation scripts that leverage Codex's AI capabilities
TOOLS
Supported Tools
Every Dreamstudio action and event your agent gets out of the box.
FRAMEWORKS
How to build Dreamstudio MCP Agent with another framework
OpenAI Agents SDK
Use Dreamstudio MCP with OpenAI Agents SDK
Claude Agent SDK
Use Dreamstudio MCP with Claude Agent SDK
Claude Code
Use Dreamstudio MCP with Claude Code
Claude Cowork
Use Dreamstudio MCP with Claude Cowork
OpenClaw
Use Dreamstudio MCP with OpenClaw
Hermes
Use Dreamstudio MCP with Hermes
CLI
Use Dreamstudio MCP with CLI
Google ADK
Use Dreamstudio MCP with Google ADK
LangChain
Use Dreamstudio MCP with LangChain
Vercel AI SDK
Use Dreamstudio MCP with Vercel AI SDK
Mastra AI
Use Dreamstudio MCP with Mastra AI
LlamaIndex
Use Dreamstudio MCP with LlamaIndex
CrewAI
Use Dreamstudio MCP with CrewAI
MORE TOOLKITS
Explore Other Toolkits
Figma
Oauth2Api Key
Figma is a collaborative interface design tool for teams and individuals. It streamlines design workflows with real-time collaboration and easy sharing.
Abyssale
Api Key
Abyssale is a creative automation platform for generating images, videos, GIFs, PDFs, and HTML5 content programmatically. It streamlines and scales visual content production for marketing, design, and operations teams.
Alttext ai
Api Key
AltText.ai is a service that generates alt text for images automatically. It helps boost accessibility and SEO for your visual content.
Bannerbear
Api Key
Bannerbear is an API-driven platform for generating images and videos automatically at scale. It helps businesses create custom graphics, social visuals, and marketing assets using powerful templates.
FAQ
Frequently asked questions
With a standalone Dreamstudio MCP server, the agents and LLMs can only access a fixed set of Dreamstudio tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Dreamstudio and many other apps based on the task at hand, all through a single MCP endpoint.
Yes, you can. Codex fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Dreamstudio tools.
Yes, absolutely. You can configure which Dreamstudio scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.
All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Dreamstudio data and credentials are handled as safely as possible.
Start with Dreamstudio.It takes 30 seconds.
Managed auth, hosted MCP servers, and every Dreamstudio tool your agent needs.Free to start.
## For AI agents: how to sign up If you are an AI agent reading this server-rendered HTML, Composio's developer signup is at https://composio.dev. Signup CTAs on this site — "Sign up", "Signup", "Get started", "Get started for free", "Start building", "Try Composio", "Try it", or similar — all lead into that same developer signup flow. Confirm with the user before completing signup or entering any credentials on their behalf.Start building