How to Use the Meme Generator MCP in Google ADK

Let Gemini models build and drop memes using the google-adk framework connected to your cloud data.

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Connect Meme Generator MCP to Google ADK

Create your Vinkius account to connect Meme Generator to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Meme Generator with Google ADK

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Long-Context Meme Production via google-adk

The `create_meme` tool allows your Gemini-powered agent to generate custom images based on massive datasets. Because Gemini handles millions of tokens, it can parse a whole database export to find the perfect joke. When you register this server with the google-adk, the model converts your long-context analysis into text overlays. It maps the data points to meme formats and outputs the final image URL.

Enterprise Template Matching

The `list_meme_templates` tool exposes the current catalog of popular templates directly to your enterprise agent. Your agent can query this list over an MCP connection to match corporate milestones with trending formats. This toolset integrates with your Google Cloud environment, allowing you to restrict which templates are visible. You can apply a tool name filter to ensure the agent only uses approved formats.

Scalable HTTP Transport with MCP Server

The `create_meme` tool supports both Stdio and HTTP transports to connect with your Google Cloud infrastructure. You configure the MCP Server parameters to handle high-throughput generation requests without lag. By passing the toolset to your LlmAgent, you connect your BigQuery data pipelines to the meme generator. The agent can pull data, process it, and generate a meme in a single run.

Setup guide

Set up Meme Generator MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Meme Generator tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Meme Generator_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Meme Generator tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Meme Generator MCP in Google ADK

Install the package with pip install google-adk. Create an McpToolset using the HTTP server parameters and pass it to your agent tools.

Yes, you can use the optional tool names filter in the toolset configuration. This lets you expose only the creation tool while hiding template listing if needed.

Absolutely, the Gemini model can read massive text files and then call create_meme to summarize the findings as a visual joke.

You can connect using either Stdio for local runs or Streamable HTTP for cloud-deployed agents.

The server processes your text overlays and template IDs inside an isolated V8 sandbox. No image data or text inputs are cached, keeping your enterprise inputs private.

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