How do I personalize a design template via the agent?

Use the `generate_image` tool and provide the `designId` along with an `elements` object containing the layer names and the new values (text or image URLs) you want to apply.

What is a Dynamic Image URL?

It's a permanent URL that generates an image in real-time when accessed. You can pass personalization parameters directly in the query string, making it perfect for dynamic content in emails.

Does the API support high-volume batch processing?

Yes, it supports asynchronous processing for batch generation. It integrates via webhooks to notify external systems when your generated images or HTML5 banners are ready.

Abyssale MCP Server for Google ADK 4 tools — connect in under 2 minutes

Name: Abyssale
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 4 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Abyssale as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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="abyssale_agent",
    instruction=(
        "You help users interact with Abyssale "
        "using 4 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Abyssale MCP Server

Connect your Abyssale account to your AI agent to automate your creative workflow. From generating personalized banners for email marketing to creating dynamic social media visuals on-the-fly, your agent manages creative production through natural conversation.

Google ADK natively supports Abyssale as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 4 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

Automated Image Generation — Create high-quality images from your Abyssale designs by overriding text and image layers via API
Design Exploration — List and retrieve details of your design templates, including available elements and formats
Dynamic Image URLs — Generate permanent URLs that create personalized visuals in real-time based on query parameters
Batch Production — Handle high-volume creative requests for marketing campaigns without manual design work
Visual Personalization — Scale your visual content by personalizing every element for your target audience instantly

The Abyssale MCP Server exposes 4 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 Abyssale to Google ADK via MCP

Follow these steps to integrate the Abyssale 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 4 tools from Abyssale via MCP

Why Use Google ADK with the Abyssale MCP Server

Google ADK provides unique advantages when paired with Abyssale 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 Abyssale

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 Abyssale tools with BigQuery, Vertex AI, and Cloud Functions

Abyssale + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Abyssale MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Abyssale and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Abyssale tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Abyssale regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Abyssale

Abyssale MCP Tools for Google ADK (4)

These 4 tools become available when you connect Abyssale to Google ADK via MCP:

create_dynamic_image_url

Create a dynamic image URL

generate_image

Generate an image from a design

get_design

Get design template details

list_designs

List all Abyssale designs

Example Prompts for Abyssale in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Abyssale immediately.

"List all my Abyssale design templates."

Troubleshooting Abyssale MCP Server with Google ADK

Common issues when connecting Abyssale to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Abyssale + Google ADK FAQ

Common questions about integrating Abyssale MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.