Vinkius

WebScrapingAPI MCP. Structured Web Data Extraction Via Chat.

WebScrapingAPI delivers industrial-grade web data extraction directly through your AI client. Scrape raw HTML from any URL using datacenter proxies. Capture complex JavaScript rendering by running dynamic pages through a headless browser. Pull structured results, like product prices and search engine snippets (Google, Bing, Yandex), all via natural conversation.

WebScrapingAPI MCP is compatible with Claude Claude
WebScrapingAPI MCP is compatible with ChatGPT ChatGPT
WebScrapingAPI MCP is compatible with Cursor Cursor
WebScrapingAPI MCP is compatible with Gemini Gemini
WebScrapingAPI MCP is compatible with Windsurf Windsurf
WebScrapingAPI MCP is compatible with VS Code VS Code
WebScrapingAPI MCP is compatible with JetBrains JetBrains
WebScrapingAPI MCP is compatible with Vercel Vercel
See Vinkius in Action

Give Claude and any AI agent real-world access

Extract Product Data

Pull structured details like price, title, and reviews from major e-commerce sites into clean JSON.

Handle Dynamic Pages

Capture the full content of modern websites that rely on JavaScript to load their data using a headless browser.

Scrape Raw Content

Retrieve basic HTML structure from any target URL using high-capacity datacenter proxies.

Get Search Results

Fetch structured results, including organic listings and ads, from Google, Bing, or Yandex search engines.

Customize Scrape Parameters

Run scrapes with advanced targeting options like specific geographical locations, session management, or custom headers.

Waiting for input…

AI Agent
WebScrapingAPI

What AI agents can do with WebScrapingAPI: 10 Tools for Web Extraction

These tools let you perform every type of data extraction imaginable—from raw HTML dumps to highly structured e-commerce product records, all controlled by your AI agent.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using WebScrapingAPI MCP

Custom Api Scrape

Execute a scrape with advanced options like geo-targeting, specific sessions, or custom headers.

Scrape And Auto Extract

Scrape news or product pages and automatically extract structured data from the...

Scrape Ecommerce Product

Extracts price, title, and reviews as clean JSON format from Amazon, Walmart, or...

Scrape Static Html

Retrieves the raw HTML structure from any target URL using datacenter proxies.

Scrape Js Rendered

Scrapes dynamic pages by simulating a full headless browser render, capturing all...

Scrape As Mobile

Runs the scrape pretending it's coming from a mobile device to mimic real user access patterns.

Scrape Via Residential Proxy

Uses residential proxies for high anonymity, helping bypass aggressive bot detection systems.

Search Bing Serp

Retrieves structured search results data specifically from Bing.

Search Google Serp

Gets structured search engine results from Google based on a provided query string.

Search Yandex Serp

Retrieves structured search engine results data specifically from Yandex.

Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

WebScrapingAPI MCP is compatible with Claude

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The WebScrapingAPI integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
  • Built in DLP, auth, and compliance on each call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with WebScrapingAPI, then connect any of our 5,200+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,200+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Connections are secured and governed automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog weekly
WebScrapingAPI MCP server cover

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.

VINKIUS CLOUD

Cloud Hosted

Managed infra

V8 Isolated

Sandboxed per request

Zero-Trust Proxy

No stored credentials

DLP Enforced

Policy on each call

GDPR Compliant

EU data residency

Token Compression

~60% cost reduction

Your data is protected. See how we built it.

Getting Data from Websites Is a Messy Chore.

Right now, collecting market data feels like a digital scavenger hunt. You open 30 tabs: one for Amazon, one for Walmart, and five different news sites. Then you copy the price from Tab A into Excel, paste the review count from Tab B next to it, and manually type up the structured search results you found in Google’s SERP. It's slow, tedious, and highly prone to human error.

With this MCP, your agent handles all that clicking and copy-pasting for you. You ask for 'product price, title, and review count from these five links.' The system runs the necessary scrapes—handling dynamic content, bypassing blocks, and extracting structured data—and delivers one perfectly formatted JSON payload. It’s instant.

Structured Web Data Extraction with WebScrapingAPI

The manual steps that vanish are the proxy management, the JavaScript debugging, and the inconsistent data formatting. You don't spend time figuring out if a site is static or dynamic; you just ask for the content.

What changes is your focus. Instead of managing web scraping infrastructure, you use AI to analyze what you've gathered. It makes all the difference.

What WebScrapingAPI MCP does for your AI

Stop copy-pasting data from websites into spreadsheets. This MCP lets you treat the live internet as a database. You talk to your agent—whether it's in Cursor or Claude—and tell it what you need: 'Give me the price and review count for this product on Walmart.' It handles the messy work of navigating dynamic sites, bypassing anti-bot measures with residential proxies, and structuring the data automatically.

It doesn't matter if a site loads its content using JavaScript or if you just need basic raw HTML. You simply ask your agent to scrape it, and it gets the full rendered state. Need competitive pricing? Ask for product details from major e-commerce sites like Amazon into clean JSON format.

Want to know what people are searching for? It gathers structured search results across Google, Bing, and Yandex.

Connecting this MCP through Vinkius means you get access to all these capabilities—from basic scraping to advanced data parsing—all in one place. Your AI client becomes a web architect, gathering massive datasets or verifying competitor pricing without you ever writing a single line of scraper code.

Built · Hosted · Managed by Vinkius WebScrapingAPI MCP - Extract Structured Web Data
Server ID 019d7621-888d-7307-9384-43e52f233903
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Frequently asked questions about WebScrapingAPI MCP

Can WebScrapingAPI handle JavaScript-rendered websites? +

Yes, absolutely. Use the scrape_js_rendered tool. This function simulates a full browser to ensure that all content loaded by JavaScript is captured in your scrape.

How do I get structured search results using WebScrapingAPI? +

You use the dedicated SERP tools like search_google_serp or search_bing_serp. These functions pull clean, structured data on ads and organic listings, not just a text summary.

Is WebScrapingAPI good for scraping e-commerce sites? +

It’s excellent. The scrape_ecommerce_product tool is designed specifically to pull critical product details, like price and review scores, into easily usable JSON format.

What if my scrapes get blocked by the site? +

Use scrape_via_residential_proxy. This feature cycles through real user IP addresses, giving you high anonymity that helps bypass aggressive bot detection systems.

Does WebScrapingAPI support different countries/regions? +

Yes. You can use custom_api_scrape to execute scrapes with specific geo-targeting options, allowing you to monitor data from anywhere in the world.