How to Use the Lorem Picsum MCP in Google ADK

Q: Can I restrict which Lorem Picsum MCP tools my Google ADK agent can access?

You can pass a toolnames filter to the toolset configuration. This limits the agent to specific actions, like only allowing getspecificimageurl while blocking random generation.

Feed real placeholder assets and image metadata to your Google ADK enterprise agents directly from Gemini.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Lorem Picsum MCP to Google ADK

Create your Vinkius account to connect Lorem Picsum 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.

GDPR Free for Subscribers

Setup Lorem Picsum with Google ADK

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Context-Rich UI Prototyping with Gemini

Give your Google ADK agents the ability to populate mockups with actual image assets. By invoking `get_random_image_url` or `get_specific_image_url`, your Gemini models can construct complete HTML layouts without needing local image files. This MCP Server links directly into your agent's toolset. The model looks at your BigQuery data schema, figures out what visual placeholders fit best, and instantly drops the correct URLs into your UI generation pipeline.

Metadata Extraction for BigQuery Pipelines

Map visual assets to your database records. With this MCP integration, your Google ADK agent can call `get_image_info` or `get_seed_info` to fetch dimensions and author credits, then write those details straight back to Google Cloud storage. This makes it easy to catalog test assets. Instead of guessing image properties, the agent uses the tool outputs to verify dimensions before updating your cloud databases.

Seeded Image URL Generation for Consistent Mocks

Ensure your enterprise demos always look identical. This MCP setup ensures your Google ADK agent can use `get_seed_image_url` to pull the same visual asset every time a specific customer demo loads. By relying on static seeds, you prevent layout shifts or unexpected visual changes. Your Gemini-driven agent keeps your presentation layer stable while pulling live metadata via `list_images`.

Setup guide

Set up Lorem Picsum 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 Lorem Picsum 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="Lorem Picsum_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Lorem Picsum tools via MCP.",
    tools=mcp_tools,
)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Lorem Picsum. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Lorem Picsum now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Lorem Picsum MCP in Google ADK

Use the McpToolset class with your server URL, then pass that toolset into your LlmAgent constructor. This exposes the entire image API to your Gemini model automatically.

Yes, your agent can process large lists of image metadata returned by list_images within its 1M+ token context window. This allows the model to analyze hundreds of assets at once.

You can pass a tool_names filter to the toolset configuration. This limits the agent to specific actions, like only allowing get_specific_image_url while blocking random generation.

You can connect using either Stdio or HTTP transports. Most enterprise deployments on Google Cloud run this over HTTP for better scalability.

Yes, because the server only handles image IDs, seeds, and dimensions. Your BigQuery datasets and proprietary enterprise prompts remain completely isolated within your Google ADK security boundary.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript