How to Use the Bright Data MCP in Google ADK

Q: Can I filter which Bright Data tools are available to my Google ADK agent?

Use the toolnames filter in your McpToolset configuration. This restricts the agent to only the specific tools you want it to use.

Connect the Google ADK to your scraping operations and feed web data straight into your Gemini-powered pipelines.

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Connect Bright Data MCP to Google ADK

Create your Vinkius account to connect Bright Data 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 Bright Data with Google ADK

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Control scraping browsers using Google ADK

Use `list_browser_sessions` to track active sessions within your Google ADK environment. You can pull specific zone details with `get_zone_info` to configure your agent's proxy settings. This setup allows the agent to switch between zones dynamically. It maps the tool output to your existing cloud infrastructure workflows.

Run data jobs with Google ADK

Trigger your Crawl API jobs using `trigger_dataset`. The agent monitors the progress with `get_dataset_progress` and waits for the signal to pull the file. This keeps your Google ADK agent from wasting cycles on incomplete datasets. It only pulls what is ready.

Extract web insights via Google ADK

Call `get_dataset_snapshot` to retrieve your structured files. Use `send_request` for real-time SERP data that feeds directly into your Gemini reasoning loops. Your agent parses this web data as part of its long-context tasks. It turns raw web output into actionable cloud-based decisions.

Setup guide

Set up Bright Data 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 Bright Data 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="Bright Data_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Bright Data tools via MCP.",
    tools=mcp_tools,
)

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Bright Data. 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

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Real-time monitoring

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visibility into every interaction

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

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60%

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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 Bright Data MCP in Google ADK

Install the server via the Vinkius endpoint and pass the URL to your McpToolset. Your agent will then see all ten scraping tools.

Each tool returns specific error types for authentication or connectivity issues. You can write handlers in your agent to manage these responses.

Use the tool_names filter in your McpToolset configuration. This restricts the agent to only the specific tools you want it to use.

Vinkius manages your authentication tokens. Your Google ADK code never sees your raw API keys or account passwords directly.

All web data snapshots are handled over encrypted channels. The system isolates your scraping results from other users on the platform.

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

Mastra AI sdk-typescript

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