Bring Web Scraping
to OpenAI Agents SDK
Create your Vinkius account to connect Oxylabs to OpenAI Agents SDK and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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
How it works
- Subscribe to this server
- Enter your Oxylabs Username and Password
- Start scraping from Claude, Cursor, or any MCP-compatible client
Who is this for?
- SEO teams — track keyword rankings across Google, Bing, and Yandex without managing proxy infrastructure
- E-commerce analysts — monitor competitor pricing and product availability on Amazon across regional markets
- Data engineers — extract structured web data at scale for market research, lead generation, or content indexing
Built-in capabilities (10)
Extract deep E-Commerce retail arrays extracting arbitrary Amazon ASINs
Perform structured data extraction looping over Amazon query listings
Calculate and extract structured Bing Search Web mappings
oxylabs.io/v1/queries` customizing Proxy Types, Locations and deeply nested config params. Dispatch entirely arbitrary strict Oxylabs Payload JSON structures
Parse and Scrape specific Google Image Search layout blocks
Export time-indexed News articles via Google News blocks
Extract Google Search Engine Results Page (SERP) blocks structurally
Extract E-Commerce structures hitting Google Shopping engines
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
Execute structural analysis indexing Yandex Search instances
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 10 tools from Oxylabs through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Oxylabs, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
- —
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
- —
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Oxylabs in OpenAI Agents SDK
Why run Oxylabs with Vinkius?
The Oxylabs connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Oxylabs using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Oxylabs and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Oxylabs to OpenAI Agents SDK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Oxylabs for OpenAI Agents SDK
Every request between OpenAI Agents SDK and Oxylabs is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can the scraper handle JavaScript-heavy websites like React or Vue apps?
Yes. Enable js_render=true on the universal scraper and Oxylabs runs a headless Chromium instance that executes all client-side JavaScript before extracting the HTML. This handles SPAs, lazy-loaded content, and dynamically rendered components.
How does it handle anti-bot protection?
Oxylabs manages a global residential and datacenter proxy network with automatic IP rotation, browser fingerprinting, and CAPTCHA solving. The API handles all proxy management transparently — you just send the URL and receive structured data back. No proxy configuration needed on your end.
Can I scrape Amazon in different countries — like amazon.de or amazon.co.jp?
Yes. Both Amazon search and product scrapers accept a domain parameter (com, de, co.jp, co.uk, fr, it, es, etc.). The parser adapts to the regional layout and returns localized pricing, availability, and seller data specific to that marketplace.
How does the OpenAI Agents SDK connect to MCP?
Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
Can I use multiple MCP servers in one agent?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
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