Leonardo.ai (Generative AI & Models) MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Leonardo.ai (Generative AI & Models) as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token — get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="leonardoai_generative_ai_models_agent",
instruction=(
"You help users interact with Leonardo.ai (Generative AI & Models) "
"using 10 available tools."
),
tools=[mcp_tools],
)
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Leonardo.ai (Generative AI & Models) MCP Server
Connect your Leonardo.ai account to any AI agent and take full control of state-of-the-art generative image production and custom AI models through natural conversation.
Google ADK natively supports Leonardo.ai (Generative AI & Models) as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
What you can do
- Generation Orchestration — Initiate asynchronous image generation requests defining precise prompts, model UUIDs, and dimensions directly from your agent
- Model Discovery — Enumerate global platform models (Phoenix, Kino XL) and your fine-tuned custom models to understand available inference capabilities
- Image-to-Image — Acquire secure presigned URLs to upload initial images for guided AI generation and reference-based transformations
- Precision Variations — Create unzoom context extensions and visual variations expanding previously generated images while maintaining structural consistency
- Inventory Audit — List recent user generations and retrieve absolute image URLs, prompts used, and exact hardware metadata securely
- User Metrics — Monitor active account metrics and token usage allocations to manage your generation budget and operational costs in real-time
The Leonardo.ai (Generative AI & Models) MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Leonardo.ai (Generative AI & Models) to Google ADK via MCP
Follow these steps to integrate the Leonardo.ai (Generative AI & Models) MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 10 tools from Leonardo.ai (Generative AI & Models) via MCP
Why Use Google ADK with the Leonardo.ai (Generative AI & Models) MCP Server
Google ADK provides unique advantages when paired with Leonardo.ai (Generative AI & Models) through the Model Context Protocol.
Google ADK natively supports MCP tool servers — declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Leonardo.ai (Generative AI & Models)
Production-ready features like session management, evaluation, and deployment come built-in — not bolted on
Seamless integration with Google Cloud services means you can combine Leonardo.ai (Generative AI & Models) tools with BigQuery, Vertex AI, and Cloud Functions
Leonardo.ai (Generative AI & Models) + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Leonardo.ai (Generative AI & Models) MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Leonardo.ai (Generative AI & Models) and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Leonardo.ai (Generative AI & Models) tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Leonardo.ai (Generative AI & Models) regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Leonardo.ai (Generative AI & Models)
Leonardo.ai (Generative AI & Models) MCP Tools for Google ADK (10)
These 10 tools become available when you connect Leonardo.ai (Generative AI & Models) to Google ADK via MCP:
create_variation
Create an unzoom context extension expanding a Leonardo.ai generated image
delete_generation
Delete a Leonardo generation history log and its image array explicitly
generate_image
Returns a Generation ID used to poll for the output. Generate images from a text prompt using Leonardo.ai
get_generation
Get the active status or completed result of a generation
get_model
Get specific details and parameters of a Leonardo.ai model
get_user
Get active authenticated Leonardo AI user metrics
list_custom_models
List fine-tuned and custom-trained models available explicitly on your Leonardo instance
list_platform_models
List all global public platform models hosted on Leonardo.ai
list_user_generations
List recent image generations initiated by a specific Leonardo user
upload_init_image
Acquire a secure presigned URL tracking for image-to-image inference datasets
Example Prompts for Leonardo.ai (Generative AI & Models) in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Leonardo.ai (Generative AI & Models) immediately.
"Generate a futuristic cityscape at sunset using the Phoenix model"
"List my last 3 image generations"
"Check my current token balance and account limits"
Troubleshooting Leonardo.ai (Generative AI & Models) MCP Server with Google ADK
Common issues when connecting Leonardo.ai (Generative AI & Models) to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkLeonardo.ai (Generative AI & Models) + Google ADK FAQ
Common questions about integrating Leonardo.ai (Generative AI & Models) MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Connect Leonardo.ai (Generative AI & Models) to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.