How to Use the Diffbot MCP in Google ADK

Q: How do I add Diffbot to a Google ADK agent?

Use McpToolset to wrap the server endpoint. Once added to your agent's tools list, the model can invoke any of the 10 extraction functions.

Q: Can Google ADK use Diffbot for list extraction?

Yes. extractlist is designed for search results or category pages. It maps the items to structured JSON for your Google ADK agent to parse.

Q: Does Diffbot support event data for Google ADK?

Yes, extractevent parses dates, venues, and schedules. It formats the output so your Google ADK agent can easily push it into your calendar or database.

Integrate structured web data into your Google ADK pipelines using Diffbot.

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Connect Diffbot MCP to Google ADK

Create your Vinkius account to connect Diffbot 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 Diffbot with Google ADK

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Scale web data for Google ADK workflows

Process high-volume web content using `extract_list` or `extract_job`. This MCP server connects directly to your Google ADK agent, turning raw pages into data ready for your BigQuery tables. Stop wasting tokens on raw HTML ingestion. You get the structured results you need without the overhead of maintaining custom scrapers.

Flexible extraction for Google ADK

Handle proprietary layouts with `extract_custom_api`. If a site doesn't match standard patterns, your Google ADK agent can trigger a custom ruleset to get exactly the fields you need. This gives your enterprise agents the precision they require for specialized tasks. You maintain control over the extraction logic while the server executes it.

Visual data retrieval for Google ADK

Extract images and video metadata using `extract_image` and `extract_video`. These tools allow your Google ADK agent to gather media assets alongside text for a complete view of a page. It's a straightforward way to enrich your datasets. Your agent calls the tool, receives the JSON, and moves forward with your cloud-based logic.

Setup guide

Set up Diffbot 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 Diffbot 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="Diffbot_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Diffbot 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 Diffbot. 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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Common questions about Diffbot MCP in Google ADK

Use `McpToolset` to wrap the server endpoint. Once added to your agent's tools list, the model can invoke any of the 10 extraction functions.

Yes. `extract_list` is designed for search results or category pages. It maps the items to structured JSON for your Google ADK agent to parse.

Yes, `extract_event` parses dates, venues, and schedules. It formats the output so your Google ADK agent can easily push it into your calendar or database.

It supports both Stdio and HTTP. You pick the method that matches your Google Cloud infrastructure deployment.

The server only touches the public web pages you point it to. All extracted content is transmitted as ephemeral JSON directly to your Google ADK agent environment.

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