Vinkius

ScrapingBee MCP. Extract Web Data Without Getting Blocked

ScrapingBee lets you scrape websites and pull structured data using natural conversation. It handles the hard parts—like bypassing anti-bot systems, rendering modern JavaScript pages, and rotating proxies—so your AI agent gets exactly what it needs without running into walls or getting blocked.

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

Give Claude and any AI agent real-world access

Scrape dynamic websites

The MCP renders JavaScript automatically, ensuring data from modern web pages is available for extraction.

Extract structured JSON data by AI rules

You tell the agent what you're looking for in plain language, and it returns clean, usable JSON data.

Target specific web elements

Use CSS or XPath selectors to precisely grab data points like product names, prices, or IDs.

Bypass anti-bot defenses

The system runs in stealth mode and uses premium proxy rotation to scrape high-security sites without triggering blocks.

Capture visual evidence

Generate a screenshot of any website page, even if the content is complex or dynamically loaded.

Waiting for input…

AI Agent
ScrapingBee

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

This collection of tools lets your AI agent perform every kind of web scraping task, from simple data pulls to complex, JavaScript-heavy extraction and screenshot capture.

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 ScrapingBee MCP

Extract Data

Pulls general structured data from a given webpage URL.

Get Usage

Checks your current API credit consumption and remaining balance.

Extract Data With Ai

Uses natural language prompts to extract complex data patterns into structured JSON...

Extract Structured Data

Extracts specific pieces of information using precise CSS or XPath selectors.

Scrape Webpage

Scrapes a full webpage, automatically managing JavaScript rendering and anti-bot...

Take Screenshot

Captures an image of any website page for visual documentation or review.

Get Api Usage

Retrieves your current API credit usage status.

Scrape With Js

Scrapes a page, specifically enabling JavaScript rendering to access dynamic content.

Scrape With Proxy

Scrapes an entire webpage using premium rotating proxies to avoid IP bans.

Scrape With Stealth

Scrapes content in stealth mode, designed specifically to bypass sophisticated bot...

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.

ScrapingBee 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 ScrapingBee 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 ScrapingBee, 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
ScrapingBee 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 ScrapingBee. 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.

The tedious process of collecting web intelligence today

Right now, gathering competitive data means jumping between browser tabs. You visit Site A to grab Product X's price, copy the URL, switch over to Site B for Product Y, and paste. If a site uses JavaScript or hides its pricing behind an anti-bot wall, you hit a dead end and spend another hour figuring out workarounds.

With this MCP, your agent handles all that complexity in one go. You tell it the target domain, and it takes care of rendering JavaScript pages, managing proxy rotations, and bypassing defenses so you get clean data straight into your conversation flow.

ScrapingBee: Structured Data Extraction with Confidence

The biggest time sink is the failure rate. You spend an hour setting up a scraper, only for it to fail on day two because the target site changed its class names or added a CAPTCHA. This constant maintenance kills projects.

Now, you treat web data like any other input. Your agent uses precise tools like `extract_structured_data` and can even use AI logic (`extract_data_with_ai`) to interpret what it finds, giving you reliable results without needing a dedicated DevOps engineer.

What ScrapingBee MCP does for your AI

Connecting ScrapingBee to any MCP-compatible client gives your agent control over complex web data extraction. You stop manually dealing with browser clusters or managing proxy pools; instead, you just talk to the AI about the data you need. The system automatically handles everything from rendering modern single-page applications (SPAs) to bypassing sophisticated anti-bot defenses and CAPTCHAs.

If your goal is to pull structured information—like competitor pricing lists or lead metadata—from high-security platforms, this MCP does it for you. You can even use AI extraction rules to turn messy web page content into clean JSON data right within the chat interface. Since we're hosting all these tools on Vinkius, you connect once and get access to powerful scraping capabilities without needing a whole stack of specialized services.

Built · Hosted · Managed by Vinkius ScrapingBee MCP - Web Data Extraction & Scraping
Server ID 019dd155-7276-7239-8754-ede30848d4b8
Vinkius Inspector
Compliance Grade A+
Score 98.33/100
Vinkius Inspector Badge — Score 98.33/100

Frequently asked questions about ScrapingBee MCP

Does ScrapingBee MCP handle CAPTCHAs? +

Yes. The MCP is designed with automated capabilities that include solving CAPTCHAs as part of its standard scraping process, allowing you to continue data extraction even when anti-bot measures are active.

Can I use ScrapingBee MCP for e-commerce data? +

Absolutely. You can extract structured product details, including names, prices, and specifications, using extract_structured_data or extract_data_with_ai directly from any online store.

Which tool should I use if the data is loaded by JavaScript? +

You need to use the scrape_with_js tool. This specifically enables full browser rendering, ensuring that complex or dynamic content loads before your agent tries to read it.

Is ScrapingBee MCP limited to specific browsers? +

No. The underlying service manages the headless browsing environment for you. You don't worry about browser compatibility; you just focus on what data you need extracted.

What if I only want a picture of the page, not the text? +

Use the take_screenshot tool. This will capture an image of the current website view, perfect for visual reporting or documentation without needing to process the underlying HTML.