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How to Use the WebScrapingAPI MCP in OpenAI Agents SDK

WebScrapingAPI with OpenAI Agents SDK: Get structured data from any webpage.

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OpenAI Agents SDK

Connect WebScrapingAPI MCP to OpenAI Agents SDK

Create your Vinkius account to connect WebScrapingAPI to OpenAI Agents SDK 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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Extract structured product details using MCP Server

The `scrape_ecommerce_product` tool gets you price, title, and reviews in clean JSON. You pass it a URL, and your agent spits out exactly what you need for Amazon or Walmart listings. Don't waste time writing custom parsers. Just let the MCP Server handle the extraction so your OpenAI Agents SDK can move on to the next task.

Execute advanced scraping tasks with OpenAPI Agents SDK

Need specific parameters? The `custom_api_scrape` tool lets you run scrapes using custom settings for country, session management, and wait times. This gives your agent precise control over complex web interactions. You can use this to hit niche sites that require particular headers or geographical constraints. It's way more flexible than standard scraping tools.

Capture full page content with MCP Server

Sometimes the data is locked behind JavaScript execution. The `scrape_js_rendered` tool runs a headless browser to capture the entire rendered state of a site, which is slower but necessary for accurate reads. This ensures your agent sees what a real user's browser does. If you just need raw source code, `scrape_static_html` passes the full URL and pulls out the basic HTML structure without rendering overhead.

Setup guide

Set up WebScrapingAPI MCP in OpenAI Agents SDK

Prerequisites

  • Python 3.10+ installed
  • openai-agents package (pip install openai-agents)
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install the SDK

    Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.

  2. 2

    Connect via SSE transport

    Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all WebScrapingAPI tools at runtime.

  3. 3

    Create your Agent

    Pass the MCP to Agent(mcp_servers=[server]). The agent receives WebScrapingAPI tools as native definitions — JSON schemas resolve automatically.

  4. 4

    Run the agent

    Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate WebScrapingAPI tools and returns structured results. Copy the full example on the right to get started.

agent.py
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="WebScrapingAPI Agent",
            instructions="You have access to WebScrapingAPI tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by WebScrapingAPI. 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.

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Common questions about WebScrapingAPI MCP in OpenAI Agents SDK

Use `search_google_serp` to get structured results from Google. You just feed it a query string, and your agent gets the necessary data immediately. It's far better than scraping basic search result HTML.
Absolutely. The `scrape_ecommerce_product` tool is built to return structured JSON containing price, title, and reviews from major stores. Your agent can ingest this clean data right away.
Yes. You've got `search_google_serp`, `search_bing_serp`, and `search_yandex_serp`. Your agent can pick the right one based on where you need the data.
Just use `scrape_as_mobile`. This tool emulates scraping from a mobile device, which is critical because many sites show different layouts or data based on the user agent.
The server handles publicly accessible web content in the form of raw HTML, structured search engine results (SERP), and product metadata. It doesn't access private user accounts or credentials.

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