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Import.io + Google ADK

Web scraping tools for Google’s Agent Development Kit

MCPToolset with StreamableHTTPConnectionParams gives an ADK agent the full Import.io Web Scraper MCP toolset in a few lines.

Connects via
MCP
Setup
10 min
Available on
10,000 free successful calls, then $0.0002 per call
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Python
import os
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 StreamableHTTPConnectionParams

root_agent = LlmAgent(
    model="gemini-flash-latest",
    name="web_data_agent",
    instruction="Use Import.io tools to read live pages and return structured results.",
    tools=[MCPToolset(connection_params=StreamableHTTPConnectionParams(
        url="https://mcp.import.io/mcp",
        headers={"Authorization": f"Bearer {os.environ['IMPORTIO_MCP_KEY']}"},
    ))],
)

How it connects.

Source

The web

Any public page, rendered, through managed proxies

Engine

Import.io

Rendering, proxy routing, captcha handling, extraction

Path

Import.io MCP

https://mcp.import.io/mcp

Destination

Google ADK

Import.io as an MCPToolset for Agent Development Kit agents.

What teams do with it.

Gemini agents that read the web

Agents that fetch and extract before they reason.

Extract the specs table from these three product pages.

Multi-agent systems

A dedicated web data sub-agent that others delegate to.

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Deploy anywhere ADK runs

The same config works locally and in your deployed agent.

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Set it up.

  1. pip install google-adk.
  2. Create an MCPToolset with StreamableHTTPConnectionParams for https://mcp.import.io/mcp and a bearer header.
  3. Add the toolset to your agent’s tools and run it with adk run or adk web.

Questions.

Can I limit the tools ADK loads?

Yes. MCPToolset accepts a tool_filter list; pass the Import.io tool names the agent should see.

What does the Import.io MCP cost?

Signup includes 10,000 successful calls. After that it is $0.0002 per successful call. Setup requests, tool listings, malformed requests, blocked requests and failed upstream calls are never billed, and you can set a monthly spend limit that stops paid usage when reached.

OAuth or API key?

Use OAuth in interactive clients that support it: the client opens a sign-in, stores the credentials and reuses them. Use an API key for scripts, servers and clients without OAuth, sent as Authorization: Bearer mcp_live_…. Keep keys out of prompts and shared config files.

Which tools does the server expose?

importio_web_fetch, importio_render, importio_extract_data and importio_get_html, page helpers such as importio_page_text, importio_page_links and importio_search_cards, and browser actions for clicks, form input, scrolling, pagination, waits, screenshots and captcha handling. Requests can pick a proxy country and type, with bounded retries when a page blocks.

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Give Google ADK
the live web.

Get an MCP keyRead the MCP docs