# How to integrate Dreamstudio MCP with Atomic Agent

```json
{
  "title": "How to integrate Dreamstudio MCP with Atomic Agent",
  "toolkit": "Dreamstudio",
  "toolkit_slug": "dreamstudio",
  "framework": "Atomic Agent",
  "framework_slug": "atomic-agent",
  "url": "https://composio.dev/toolkits/dreamstudio/framework/atomic-agent",
  "markdown_url": "https://composio.dev/toolkits/dreamstudio/framework/atomic-agent.md",
  "updated_at": "2026-08-11T13:08:54.964Z"
}
```

## Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Dreamstudio.
This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Dreamstudio account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions.

## Also integrate Dreamstudio with

- [OpenAI Agents SDK](https://composio.dev/toolkits/dreamstudio/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/dreamstudio/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/dreamstudio/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/dreamstudio/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/dreamstudio/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/dreamstudio/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/dreamstudio/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/dreamstudio/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/dreamstudio/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/dreamstudio/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/dreamstudio/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/dreamstudio/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/dreamstudio/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/dreamstudio/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/dreamstudio/framework/autogen)

## TL;DR

### How Atomic Agent connects to Dreamstudio
Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.
Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

## Connect Dreamstudio to Atomic Agent

### Connect Dreamstudio to Atomic Agent
- Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key.
- In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
- Ask Atomic Agent to do something in Dreamstudio. It searches Composio for the right tool.
- On first use, open the sign-in link returned in the chat. Connect your Dreamstudio account, then return to Atomic Agent to continue.
### Headless setup
Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

```bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY
```

## 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.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `DREAMSTUDIO_GENERATE_IMAGE_FROM_IMAGE` | Generate Image from Image | Tool to generate a new image from an initial image and text prompts. Use after you have a reference image and want to transform it via text guidance. |
| `DREAMSTUDIO_GENERATE_IMAGE_FROM_TEXT` | Generate Image from Text | Generate images from text prompts using Stability AI's text-to-image models. Use when you need to create images from textual descriptions without a reference image. Supports multiple prompts with weights, configurable dimensions, and various generation parameters. |
| `DREAMSTUDIO_LIST_ENGINES` | List Engines | List all available DreamStudio/Stability AI engines accessible with your API key. This action retrieves all AI models (engines) you can use for image generation and other tasks. Common engines include Stable Diffusion XL and various Stable Diffusion versions. Use this action to: - Discover which engines are available to your account - Get engine IDs needed for image generation requests - Check engine types and capabilities No parameters required - simply call to get the complete list of accessible engines. Using an unsupported engine_id in generation requests will cause failures; engines also vary in supported image sizes (typically capped near 1024x1024) and quality for specific tasks. |
| `DREAMSTUDIO_USER_ACCOUNT` | User Account | Retrieves authenticated user's account information from Stability AI. Returns user ID, email, organization memberships, and profile picture. No parameters required - uses authenticated session. |
| `DREAMSTUDIO_USER_BALANCE` | DreamStudio User Balance | Retrieves the user's current credit balance from their DreamStudio account. Use this tool to check how many credits are available before generating images or to monitor remaining credits after API operations. Credits are consumed when generating images through the Stability AI API. For large or high-resolution batch generation, verify sufficient balance first — insufficient credits will cause failures mid-run. |

## Supported Triggers

None listed.

## Troubleshooting

### Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

### Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

### Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection.

## Complete Code

None listed.

## Conclusion

### Use Dreamstudio from Atomic Agent
With your account connected, ask Atomic Agent to work with Dreamstudio in natural language. You can connect more apps through the same Composio integration as you need them.
Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo).

## How to build Dreamstudio MCP Agent with another framework

- [OpenAI Agents SDK](https://composio.dev/toolkits/dreamstudio/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/dreamstudio/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/dreamstudio/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/dreamstudio/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/dreamstudio/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/dreamstudio/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/dreamstudio/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/dreamstudio/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/dreamstudio/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/dreamstudio/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/dreamstudio/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/dreamstudio/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/dreamstudio/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/dreamstudio/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/dreamstudio/framework/autogen)

## Related Toolkits

- [Figma](https://composio.dev/toolkits/figma) - Figma is a collaborative interface design tool for teams and individuals. It streamlines design workflows with real-time collaboration and easy sharing.
- [Abyssale](https://composio.dev/toolkits/abyssale) - 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](https://composio.dev/toolkits/alttext_ai) - AltText.ai is a service that generates alt text for images automatically. It helps boost accessibility and SEO for your visual content.
- [Are.na](https://composio.dev/toolkits/arena) - Are.na is a creative research platform for collecting images, links, notes, and ideas in channels. Use it to organize inspiration, build knowledge maps, and connect research across projects.
- [Bannerbear](https://composio.dev/toolkits/bannerbear) - 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.
- [Bannerbite](https://composio.dev/toolkits/bannerbite) - Bannerbite is a creative automation platform for generating images and videos from reusable projects and templates. It helps teams produce on-brand visual assets faster without rebuilding designs from scratch.
- [Builder.io](https://composio.dev/toolkits/builder_io) - Builder.io is a visual development platform for managing content, models, assets, and Space configuration. Use it to ship editable digital experiences faster without waiting on every code change.
- [Canva](https://composio.dev/toolkits/canva) - Canva is a drag-and-drop design suite for creating professional graphics, presentations, and marketing materials. It makes it easy for anyone to design with beautiful templates and a vast library of elements.
- [Canva MCP](https://composio.dev/toolkits/canva_mcp) - Canva MCP is Canva's remote MCP server for accessing designs and content. It centralizes design assets and enables programmatic design workflows.
- [Claid ai](https://composio.dev/toolkits/claid_ai) - Claid.ai delivers AI-driven image editing APIs for tasks like background removal, upscaling, and color correction. It helps automate and enhance image workflows with powerful, developer-friendly tools.
- [Cloudinary](https://composio.dev/toolkits/cloudinary) - Cloudinary is a cloud-based platform for managing, uploading, and transforming images and videos. It streamlines media workflows and delivers optimized assets globally.
- [Contentdrips](https://composio.dev/toolkits/contentdrips) - Contentdrips is an asynchronous rendering API for branded graphics and carousels. It turns reusable templates into on-brand social visuals at scale.
- [Creatomate](https://composio.dev/toolkits/creatomate) - Creatomate is an API for generating automated videos, images, GIFs, and reusable media templates. Use it to turn structured data into polished visual content at scale.
- [Cults](https://composio.dev/toolkits/cults) - Cults is a digital marketplace for 3D printing models, connecting designers and makers. It lets creators share, sell, and discover a huge variety of printable designs easily.
- [DeepImage](https://composio.dev/toolkits/deepimage) - DeepImage is an AI-powered image enhancer and upscaler. Get higher-quality images with just a few clicks.
- [Dynamic Mockups](https://composio.dev/toolkits/dynamic_mockups) - Dynamic Mockups is an API platform for generating product mockups, rendering templates, and managing visual asset catalogs. Use it to automate high-quality product visuals, AI images, and motion assets at scale.
- [Dynapictures](https://composio.dev/toolkits/dynapictures) - Dynapictures is a cloud-based platform for generating personalized images at scale. Instantly create hundreds of custom visuals using your data sources, like Google Sheets.
- [Eraser MCP](https://composio.dev/toolkits/eraser_mcp) - Eraser MCP is a workspace for creating and managing technical diagrams and structured documents. It helps teams organize, version, and export diagrams with collaboration-focused tooling.
- [Excalidraw MCP](https://composio.dev/toolkits/excalidraw_mcp) - Excalidraw MCP is a no-auth MCP server for creating hand-drawn style diagrams in Excalidraw. Use it to generate visual sketches with viewport camera control and fullscreen editing.
- [Fal.ai](https://composio.dev/toolkits/fal_ai) - Fal.ai is a generative media platform offering 600+ AI models for images, video, voice, and audio. Developers use Fal.ai for fast, scalable access to cutting-edge generative AI tools.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Dreamstudio MCP?

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.

### Can I use Tool Router MCP with Atomic Agent?

Yes, you can. Atomic Agent 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.

### Can I manage the permissions and scopes for Dreamstudio while using Tool Router?

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.

### How safe is my data with Composio Tool Router?

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.

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