Oxylabs MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Oxylabs as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="oxylabs_agent",
instruction=(
"You help users interact with Oxylabs "
"using 10 available tools."
),
tools=[mcp_tools],
)
* 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 Oxylabs MCP Server
Give your AI agent the ability to extract structured data from any website with Oxylabs Web Scraping API. Scrape Google, Amazon, Bing, and Yandex with specialized parsers, or hit any arbitrary URL with the universal scraper — with optional headless browser rendering.
Google ADK natively supports Oxylabs 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
- Universal Scraper — Extract HTML from any website. Enable JS rendering for single-page apps that require client-side execution
- Google Search — Parse Google SERPs with organic rankings, knowledge panels, ads, and featured snippets, localized by country TLD
- Google Shopping — Extract product listings with merchants, prices, reviews, and availability from Google Shopping
- Google Images — Pull image URLs, dimensions, and hosting origins from Google Image Search
- Google News — Extract time-indexed news articles with publishers and publication dates
- Amazon Search — Scrape Amazon product listings with ASINs, prices, Prime markers, and seller data across regional domains
- Amazon Product — Deep-extract individual product pages with variations, stock states, bullet points, and vendor hierarchies
- Bing Search — Parse Bing SERPs with organic web graph snippets
- Yandex Search — Extract rankings from the Yandex search engine for CIS/RU market analysis
- Custom Payload — Send fully customized Oxylabs schema payloads for advanced proxy and location configurations
The Oxylabs 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 Oxylabs to Google ADK via MCP
Follow these steps to integrate the Oxylabs 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 Oxylabs via MCP
Why Use Google ADK with the Oxylabs MCP Server
Google ADK provides unique advantages when paired with Oxylabs 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 Oxylabs
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 Oxylabs tools with BigQuery, Vertex AI, and Cloud Functions
Oxylabs + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Oxylabs MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Oxylabs and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Oxylabs tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Oxylabs regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Oxylabs
Oxylabs MCP Tools for Google ADK (10)
These 10 tools become available when you connect Oxylabs to Google ADK via MCP:
scrape_amazon_product
Extract deep E-Commerce retail arrays extracting arbitrary Amazon ASINs
scrape_amazon_search
Perform structured data extraction looping over Amazon query listings
scrape_bing_serp
Calculate and extract structured Bing Search Web mappings
scrape_custom_payload
oxylabs.io/v1/queries` customizing Proxy Types, Locations and deeply nested config params. Dispatch entirely arbitrary strict Oxylabs Payload JSON structures
scrape_google_images
Parse and Scrape specific Google Image Search layout blocks
scrape_google_news
Export time-indexed News articles via Google News blocks
scrape_google_serp
Extract Google Search Engine Results Page (SERP) blocks structurally
scrape_google_shopping
Extract E-Commerce structures hitting Google Shopping engines
scrape_universal
oxylabs.io/v1/queries` endpoint mapping `source=universal`. Dynamically extracts raw remote HTML safely avoiding proxy blocks. Use `js_render=true` explicitly if the target SPA strictly requires client rendering. Scrape any arbitrary HTML website using Oxylabs Universal Scraper API
scrape_yandex_serp
Execute structural analysis indexing Yandex Search instances
Example Prompts for Oxylabs in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Oxylabs immediately.
"Search Google for 'best noise cancelling headphones 2024' and show me the top 5 organic results."
"Get the full product details for Amazon ASIN B0C8PSXB2M."
"Scrape the homepage of techcrunch.com with JavaScript rendering enabled."
Troubleshooting Oxylabs MCP Server with Google ADK
Common issues when connecting Oxylabs to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkOxylabs + Google ADK FAQ
Common questions about integrating Oxylabs MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
Connect Oxylabs with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Oxylabs to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.