# How to integrate All images ai MCP with Google ADK

```json
{
  "title": "How to integrate All images ai MCP with Google ADK",
  "toolkit": "All images ai",
  "toolkit_slug": "all_images_ai",
  "framework": "Google ADK",
  "framework_slug": "google-adk",
  "url": "https://composio.dev/toolkits/all_images_ai/framework/google-adk",
  "markdown_url": "https://composio.dev/toolkits/all_images_ai/framework/google-adk.md",
  "updated_at": "2026-10-04T17:17:41.700Z"
}
```

## Introduction

This guide walks you through connecting All images ai to Google ADK using the Composio tool router. By the end, you'll have a working All images ai agent that can list all ai-generated images from this week, check if your all-images.ai api key is valid, add webhook to receive image generation updates through natural language commands.
This guide will help you understand how to give your Google ADK agent real control over a All images ai account through Composio's All images ai MCP server.
Before we dive in, let's take a quick look at the key ideas and tools involved.

## Also integrate All images ai with

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

## TL;DR

Here's what you'll learn:
- Get a All images ai account set up and connected to Composio
- Install the Google ADK and Composio packages
- Create a Composio Tool Router session for All images ai
- Build an agent that connects to All images ai through MCP
- Interact with All images ai using natural language

## What is Google ADK?

Google ADK (Agents Development Kit) is Google's framework for building AI agents powered by Gemini models. It provides tools for creating agents that can use external services through the Model Context Protocol.
Key features include:
- Gemini Integration: Native support for Google's Gemini models
- MCP Toolset: Built-in support for Model Context Protocol tools
- Streamable HTTP: Connect to external services through streamable HTTP
- CLI and Web UI: Run agents via command line or web interface

## What is the All images ai MCP server, and what's possible with it?

The All Images AI MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your All Images AI account. It provides structured and secure access to your image records, credit balance, account details, and webhook settings, so your agent can review generated images, track downloaded images, check available credits, manage webhooks, and delete image generation batches on your behalf.
- Automated image tracking: Have your agent list images created automatically for bulk use.
- Downloaded image review: Let the agent retrieve a list of images downloaded from your All Images AI account.
- Credit balance checks: Instruct your agent to check how many generation credits remain on your account.
- Webhook management: Direct your agent to create a webhook destination and retrieve its current details.
- Image generation cleanup: Have your agent delete image generation batches you no longer need.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `ALL_IMAGES_AI_CHECK_API_KEY` | Check API Key | Validates the current API key and retrieves associated account information. Returns the email address and optional name associated with the API key. Use this action to verify your API key is valid before making other API calls. |
| `ALL_IMAGES_AI_CREATE_WEBHOOK_ENDPOINT` | Create webhook endpoint | Tool to add a webhook endpoint to an API key. Use when you want to receive print event callbacks at a custom endpoint. |
| `ALL_IMAGES_AI_DELETE_IMAGE_GENERATIONS` | Delete Image Generations | Tool to delete one or more image generation batches by their print IDs. Use when you need to remove image generations that are no longer needed. |
| `ALL_IMAGES_AI_GET_CREDITS` | Get Credits Balance | Tool to retrieve the current credits balance for your API key. Use this action to check available credits before making API calls that consume credits. |
| `ALL_IMAGES_AI_GET_WEBHOOK` | Get Webhook | Tool to retrieve webhook details by its ID. Use when you need to check the configuration of an existing webhook endpoint, including its URL and subscribed events. |
| `ALL_IMAGES_AI_LIST_AUTOMATED_IMAGES` | List Automated Images | Tool to list all images generated automatically for bulk use. Use after creating automated-image batches to review and manage them. |
| `ALL_IMAGES_AI_LIST_DOWNLOADED_IMAGES` | List Downloaded Images | Tool to list images that have been downloaded from All-Images.ai. Use this action to retrieve and filter downloaded images with optional date range filtering and pagination support. |

## Supported Triggers

None listed.

## Creating MCP Server - Stand-alone vs Composio SDK

The All images ai MCP server is an implementation of the Model Context Protocol that connects your AI agent to All images ai. It provides structured and secure access so your agent can perform All images ai operations on your behalf through a secure, permission-based interface.
With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster.

## Step-by-step Guide

### 1. Prerequisites

Before starting, make sure you have:
- A Google API key for Gemini models
- A Composio account and API key
- Python 3.9 or later installed
- Basic familiarity with Python

### 1. Getting API Keys for Google and Composio

Google API Key
- Go to [Google AI Studio](https://aistudio.google.com/app/apikey) and create an API key.
- Copy the key and keep it safe. You will put this in GOOGLE_API_KEY.
Composio API Key and User ID
- Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs).
- Go to Settings → API Keys and copy your Composio API key. Use this for COMPOSIO_API_KEY.
- Decide on a stable user identifier to scope sessions, often your email or a user ID. Use this for COMPOSIO_USER_ID.

### 2. Install dependencies

Inside your virtual environment, install the required packages.
What's happening:
- google-adk is Google's Agents Development Kit
- composio connects your agent to All images ai via MCP
- python-dotenv loads environment variables
```bash
pip install google-adk composio python-dotenv
```

### 3. Set up ADK project

Set up a new Google ADK project.
What's happening:
- This creates an agent folder with a root agent file and .env file
```bash
adk create my_agent
```

### 4. Set environment variables

Save all your credentials in the .env file.
What's happening:
- GOOGLE_API_KEY authenticates with Google's Gemini models
- COMPOSIO_API_KEY authenticates with Composio
- COMPOSIO_USER_ID identifies the user for session management
```bash
GOOGLE_API_KEY=your-google-api-key
COMPOSIO_API_KEY=your-composio-api-key
COMPOSIO_USER_ID=your-user-id-or-email
```

### 5. Import modules and validate environment

What's happening:
- os reads environment variables
- Composio is the main Composio SDK client
- GoogleProvider declares that you are using Google ADK as the agent runtime
- Agent is the Google ADK LLM agent class
- McpToolset lets the ADK agent call MCP tools over HTTP
```python
import os
import warnings

from composio import Composio
from dotenv import load_dotenv
from google.adk.agents.llm_agent import Agent
from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset

load_dotenv()

warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*")

GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not GOOGLE_API_KEY:
    raise ValueError("GOOGLE_API_KEY is not set in the environment.")
if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set in the environment.")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set in the environment.")
```

### 6. Create Composio client and Tool Router session

What's happening:
- Authenticates to Composio with your API key
- Declares Google ADK as the provider
- Spins up a short-lived MCP endpoint for your user and selected toolkit
- Stores the MCP HTTP URL for the ADK MCP integration
```python
composio_client = Composio(api_key=COMPOSIO_API_KEY)

composio_session = composio_client.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["all_images_ai"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url,
print(f"Composio MCP URL: {COMPOSIO_MCP_URL}")
```

### 7. Set up the McpToolset and create the Agent

What's happening:
- Connects the ADK agent to the Composio MCP endpoint through McpToolset
- Uses Gemini as the model powering the agent
- Lists exact tool names in instruction to reduce misnamed tool calls
```python
composio_toolset = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url=COMPOSIO_MCP_URL,
        headers={"x-api-key": COMPOSIO_API_KEY}
    )
)

root_agent = Agent(
    model="gemini-2.5-flash",
    name="composio_agent",
    description="An agent that uses Composio tools to perform actions.",
    instruction=(
        "You are a helpful assistant connected to Composio. "
        "You have the following tools available: "
        "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, "
        "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. "
        "Use these tools to help users with All images ai operations."
    ),
    tools=[composio_toolset],
)

print("\nAgent setup complete. You can now run this agent directly ;)")
```

### 8. Run the agent

Execute the agent from the project root. The web command opens a web portal where you can chat with the agent.
What's happening:
- adk run runs the agent in CLI mode
- adk web . opens a web UI for interactive testing
```bash
# Run in CLI mode
adk run my_agent

# Or run in web UI mode
adk web
```

## Complete Code

```python
import os
import warnings

from composio import Composio
from composio_google import GoogleProvider
from dotenv import load_dotenv
from google.adk.agents.llm_agent import Agent
from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset

load_dotenv()
warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*")

GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not GOOGLE_API_KEY:
    raise ValueError("GOOGLE_API_KEY is not set in the environment.")
if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set in the environment.")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set in the environment.")

composio_client = Composio(api_key=COMPOSIO_API_KEY, provider=GoogleProvider())

composio_session = composio_client.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["all_images_ai"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url


composio_toolset = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url=COMPOSIO_MCP_URL,
        headers={"x-api-key": COMPOSIO_API_KEY}
    )
)

root_agent = Agent(
    model="gemini-2.5-flash",
    name="composio_agent",
    description="An agent that uses Composio tools to perform actions.",
    instruction=(
        "You are a helpful assistant connected to Composio. "
        "You have the following tools available: "
        "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, "
        "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. "
        "Use these tools to help users with All images ai operations."
    ),  
    tools=[composio_toolset],
)

print("\nAgent setup complete. You can now run this agent directly ;)")
```

## Conclusion

You've successfully integrated All images ai with the Google ADK through Composio's MCP Tool Router. Your agent can now interact with All images ai using natural language commands.
Key takeaways:
- The Tool Router approach dynamically routes requests to the appropriate All images ai tools
- Environment variables keep your credentials secure and separate from code
- Clear agent instructions reduce tool calling errors
- The ADK web UI provides an interactive interface for testing and development
You can extend this setup by adding more toolkits to the toolkits array in your session configuration.

## How to build All images ai MCP Agent with another framework

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

## Related Toolkits

- [Composio](https://composio.dev/toolkits/composio) - Composio is an integration platform that connects AI agents with hundreds of business tools. It streamlines authentication and lets you trigger actions across services—no custom code needed.
- [Composio search](https://composio.dev/toolkits/composio_search) - Composio search is a unified web search toolkit spanning travel, e-commerce, news, financial markets, images, and more. It lets you and your apps tap into up-to-date web data from a single, easy-to-integrate service.
- [Perplexityai](https://composio.dev/toolkits/perplexityai) - Perplexityai delivers natural, conversational AI models for generating human-like text. Instantly get context-aware, high-quality responses for chat, search, or complex workflows.
- [Browser tool](https://composio.dev/toolkits/browser_tool) - Browser tool is a virtual browser integration that lets AI agents interact with the web programmatically. It enables automated browsing, scraping, and action-taking from any AI workflow.
- [Ai ml api](https://composio.dev/toolkits/ai_ml_api) - Ai ml api is a suite of AI/ML models for natural language and image tasks. It provides fast, scalable access to advanced AI capabilities for your apps and workflows.
- [Aivoov](https://composio.dev/toolkits/aivoov) - Aivoov is an AI-powered text-to-speech platform offering 1,000+ voices in over 150 languages. Instantly turn written content into natural, human-like audio for any application.
- [AltTextLab](https://composio.dev/toolkits/alt_text_lab) - AltTextLab is an AI service that generates accessible, SEO-aware alt text for images. It helps teams make image content easier to understand, index, and publish.
- [Anthropic administrator](https://composio.dev/toolkits/anthropic_administrator) - Anthropic administrator is an API for managing Anthropic organizational resources like members, workspaces, and API keys. It helps you automate admin tasks and streamline resource management across your Anthropic organization.
- [Api labz](https://composio.dev/toolkits/api_labz) - Api labz is a platform offering a suite of AI-driven APIs and workflow tools. It helps developers automate tasks and build smarter, more efficient applications.
- [Apiframe](https://composio.dev/toolkits/apiframe) - Apiframe is an API platform for generating and managing AI images, videos, music, uploads, assets, jobs, and custom LoRAs. It gives developers one clean API for creative AI workflows without juggling multiple model providers.
- [Apipie ai](https://composio.dev/toolkits/apipie_ai) - Apipie ai is an AI model aggregator offering a single API for accessing top AI models from multiple providers. It helps developers build cost-efficient, latency-optimized AI solutions without juggling multiple integrations.
- [Arize AX](https://composio.dev/toolkits/arize_ax) - Arize AX is an AI engineering platform for tracing, evaluating, and improving AI applications. Use it to debug LLM behavior, compare experiments, and improve production AI quality.
- [Artificial Analysis](https://composio.dev/toolkits/artificial_analysis) - Artificial Analysis is an independent benchmarking platform for AI models and API providers. Use it to compare model intelligence, coding, math, pricing, latency, throughput, and arena rankings.
- [AssemblyAI](https://composio.dev/toolkits/assemblyai) - AssemblyAI is a speech-to-text and audio intelligence API for uploaded or hosted media. Use it to turn audio and video into accurate transcripts, summaries, and insights.
- [Astica ai](https://composio.dev/toolkits/astica_ai) - Astica ai provides APIs for computer vision, NLP, and voice synthesis. Integrate advanced AI features into your app with a single API key.
- [Avoma](https://composio.dev/toolkits/avoma) - Avoma is an AI meeting assistant for recording, transcribing, analyzing, and managing meetings, calls, notes, scorecards, and conversation intelligence. It helps teams turn conversations into searchable notes, follow-ups, coaching insights, and revenue intelligence.
- [Bigml](https://composio.dev/toolkits/bigml) - BigML is a machine learning platform that lets you build, train, and deploy predictive models from your data. Its intuitive interface and robust API make machine learning accessible and efficient.
- [Black Forest Labs](https://composio.dev/toolkits/bfl) - Black Forest Labs provides hosted FLUX models for generating and editing images and videos. It offers fast, flexible media creation with asynchronous processing and fine-tuning support.
- [Bland AI](https://composio.dev/toolkits/bland_ai) - Bland AI is a conversational AI platform for building voice agents, phone calls, messaging, and communication workflows. Use it to automate calling, evaluate conversations, and run voice operations at scale.
- [Botbaba](https://composio.dev/toolkits/botbaba) - Botbaba is a platform for building, managing, and deploying conversational AI chatbots across messaging channels. It streamlines chatbot automation, making it easier to integrate AI into customer interactions.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and All images ai MCP?

With a standalone All images ai MCP server, the agents and LLMs can only access a fixed set of All images ai tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from All images ai and many other apps based on the task at hand, all through a single MCP endpoint.

### Can I use Tool Router MCP with Google ADK?

Yes, you can. Google ADK 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 All images ai tools.

### Can I manage the permissions and scopes for All images ai while using Tool Router?

Yes, absolutely. You can configure which All images ai 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 All images ai data and credentials are handled as safely as possible.

---
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