Can I extract data from a website without a pre-configured extractor?

Yes. Use the `run_magic_api` tool. It uses Import.io's AI logic to automatically detect and extract structured or tabular data from any URL, making it ideal for quick exploration of new data sources.

How do I monitor the progress of a bulk crawl job?

Use the `get_crawl_status` tool by providing the Crawl ID returned when you started the job. Your agent will report the current state, number of pages processed, and success rate in real-time.

Can I get my extracted data in CSV format for spreadsheet analysis?

Absolutely. Use the `download_csv` tool with a completed Run ID. Your agent will retrieve the extraction data in CSV format, perfect for processing in tools like Excel or Google Sheets.

Import.io (Web Data Extraction) MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: Import.io (Web Data Extraction)
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Import.io (Web Data Extraction) as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="importio_web_data_extraction_agent",
    instruction=(
        "You help users interact with Import.io (Web Data Extraction) "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Import.io (Web Data Extraction) MCP Server

Connect your Import.io account to any AI agent and take full control of your web data extraction and large-scale scraping through natural conversation.

Google ADK natively supports Import.io (Web Data Extraction) as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

Precision Extraction — Trigger predefined extractors for specific URLs to retrieve clean, structured JSON data directly from your agent
Bulk Crawling — Start large-scale data extraction jobs across multiple pages concurrently using managed crawlers and monitor their progress in real-time
AI-Powered Magic API — Automatically identify and extract tabular data from any website without pre-configured extractors, perfect for rapid exploration
Status Monitoring — Poll ongoing extraction runs and crawl jobs to track processing states, success rates, and total pages processed
Data Export — Retrieve extraction results in structured JSON or CSV formats, ready for spreadsheet processing or downstream application logic
Usage Audit — Monitor your monthly API credit consumption and subscription limits to manage your data extraction budget effectively

The Import.io (Web Data Extraction) MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Import.io (Web Data Extraction) to Google ADK via MCP

Follow these steps to integrate the Import.io (Web Data Extraction) MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 10 tools from Import.io (Web Data Extraction) via MCP

Why Use Google ADK with the Import.io (Web Data Extraction) MCP Server

Google ADK provides unique advantages when paired with Import.io (Web Data Extraction) through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Import.io (Web Data Extraction)

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Import.io (Web Data Extraction) tools with BigQuery, Vertex AI, and Cloud Functions

Import.io (Web Data Extraction) + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Import.io (Web Data Extraction) MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Import.io (Web Data Extraction) and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Import.io (Web Data Extraction) tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Import.io (Web Data Extraction) regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Import.io (Web Data Extraction)

Import.io (Web Data Extraction) MCP Tools for Google ADK (10)

These 10 tools become available when you connect Import.io (Web Data Extraction) to Google ADK via MCP:

account_usage

No parameters required. Check import.io account API credit usage

download_csv

Returns the first 1000 characters and file stats. Ideal for spreadsheet processing. Download extraction data directly as CSV text

get_crawl_data

Retrieve the unified JSON output of a completed import.io crawl job

get_crawl_status

start_crawl to check progress (pages processed, success rate, current state). Check the status of an ongoing import.io crawl job

get_extractor_data

Fails if the run is still in progress. Retrieve structured JSON data from a completed import.io extraction

get_extractor_status

run_extractor. Returns the current state (running, completed, failed) and metadata about the run. Check the status of an active or past import.io extraction run

list_extractors

Useful for finding the correct extractor_id to run dynamically. List all extractors configured on the import.io account

run_extractor

Triggers an async extraction run and returns a run_id. Use this run_id to poll for status or data. Trigger an import.io extractor for a specific URL

run_magic_api

Ideal for quick, unstructured exploration. Run the import.io automated Magic API against a URL

start_crawl

Starts a large-scale data extraction job across multiple pages concurrently. Trigger an import.io bulk crawl job

Example Prompts for Import.io (Web Data Extraction) in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Import.io (Web Data Extraction) immediately.

"Run extractor 'ext-123' against 'https://example.com/products'"

"List all extractors in my Import.io account"

"Check my monthly API credit usage"

Troubleshooting Import.io (Web Data Extraction) MCP Server with Google ADK

Common issues when connecting Import.io (Web Data Extraction) to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Import.io (Web Data Extraction) + Google ADK FAQ

Common questions about integrating Import.io (Web Data Extraction) MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.