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ScrapingBee MCP Server for Claude CodeGive Claude Code instant access to 10 tools to Extract Data, Extract Data With Ai, Extract Structured Data, and more

Built by Vinkius GDPR 10 Tools CLI

Claude Code is Anthropic's agentic CLI for terminal-first development. Add ScrapingBee as an MCP server in one command and Claude Code will discover every tool at runtime. ideal for automation pipelines, CI/CD integration, and headless workflows via Vinkius.

Use with Your AI Agent

Ask AI about this App Connector for Claude Code

Open in ChatGPT Open in Claude Open in Perplexity

The ScrapingBee app connector for Claude Code is a standout in the Industry Titans category — giving your AI agent 10 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install ScrapingBee and 3,400+ MCP Servers from a single visual interface.

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Download Free Open SourceNo signup required
Classic Setup·bash
# Your Vinkius token. get it at cloud.vinkius.com
claude mcp add scrapingbee --transport http "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
ScrapingBee
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 ScrapingBee MCP Server

Connect your ScrapingBee account to any AI agent and take full control of your web data extraction and stealth scraping orchestration through natural conversation. ScrapingBee provides a robust scraping API that handles headless browsers, rotating proxies, and automated CAPTCHA solving, and this integration allows you to retrieve raw HTML, take screenshots, and use AI-driven extraction rules directly from your chat interface.

Claude Code registers ScrapingBee as an MCP server in a single terminal command. Once connected, Claude Code discovers all 10 tools at runtime and can call them headlessly. ideal for CI/CD pipelines, cron jobs, and automated workflows where ScrapingBee data drives decisions without human intervention.

What you can do

  • Stealth Scraper Orchestration — Retrieve raw HTML from any website while bypassing anti-bot systems and CAPTCHAs programmatically.
  • JavaScript Rendering Control — Toggle headless browser rendering to extract data from modern, dynamic SPAs directly from the AI interface.
  • AI-Driven Data Extraction — Use AI extraction rules to parse complex web pages into structured JSON data via natural language.
  • Premium Proxy Intelligence — Access residential and premium proxies to scrape high-security websites without risk of IP blocking.
  • Operational Monitoring — Track system activity and monitor API credit consumption using simple AI commands.

The ScrapingBee MCP Server exposes 10 tools through the Vinkius. Connect it to Claude Code in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 10 ScrapingBee tools available for Claude Code

When Claude Code connects to ScrapingBee through Vinkius, your AI agent gets direct access to every tool listed below — spanning scrapingbee, web-scraping, data-extraction, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

extract_data

Extract structured data from a page

extract_data_with_ai

Extract JSON data using natural language

extract_structured_data

Extract JSON data using CSS/XPath selectors

get_api_usage

Check API credit usage

get_usage

Get current API usage and remaining credits

scrape_webpage

Automatically handles JavaScript, proxies, and anti-bot measures. Scrape a webpage with full browser rendering

scrape_with_js

Scrape a page with JavaScript rendering enabled

scrape_with_proxy

Scrape a page using premium proxy rotation

scrape_with_stealth

Scrape a page with stealth mode to bypass bot detection

take_screenshot

Handles rendering automatically. Capture a screenshot of a website

Connect ScrapingBee to Claude Code via MCP

Follow these steps to wire ScrapingBee into Claude Code. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install Claude Code

Run npm install -g @anthropic-ai/claude-code if not already installed
02

Add the MCP Server

Run the command above in your terminal
03

Verify the connection

Run claude mcp to list connected servers, or type /mcp inside a session
04

Start using ScrapingBee

Ask Claude: "Using ScrapingBee, show me...". 10 tools are ready

Why Use Claude Code with the ScrapingBee MCP Server

Claude Code provides unique advantages when paired with ScrapingBee through the Model Context Protocol.

01

Single-command setup: `claude mcp add` registers the server instantly. no config files to edit or applications to restart

02

Terminal-native workflow means MCP tools integrate seamlessly into shell scripts, CI/CD pipelines, and automated DevOps tasks

03

Claude Code runs headlessly, enabling unattended batch processing using ScrapingBee tools in cron jobs or deployment scripts

04

Built by the same team that created the MCP protocol, ensuring first-class compatibility and the fastest adoption of new protocol features

ScrapingBee + Claude Code Use Cases

Practical scenarios where Claude Code combined with the ScrapingBee MCP Server delivers measurable value.

01

CI/CD integration: embed ScrapingBee tool calls in your deployment pipeline to validate configurations or fetch secrets before shipping

02

Headless batch processing: schedule Claude Code to query ScrapingBee nightly and generate reports without human intervention

03

Shell scripting: pipe ScrapingBee outputs into other CLI tools for data transformation, filtering, and aggregation

04

Infrastructure monitoring: run Claude Code in a cron job to query ScrapingBee status endpoints and alert on anomalies

Example Prompts for ScrapingBee in Claude Code

Ready-to-use prompts you can give your Claude Code agent to start working with ScrapingBee immediately.

01

"Extract the names and prices of all laptops from 'https://example.com/computers' using AI."

02

"Scrape a Google search results page for the query 'best project management tools 2025' and extract the top 10 results."

03

"Extract structured product data from an e-commerce product page using CSS selectors."

Troubleshooting ScrapingBee MCP Server with Claude Code

Common issues when connecting ScrapingBee to Claude Code through the Vinkius, and how to resolve them.

01

Command not found: claude

Ensure Claude Code is installed globally: npm install -g @anthropic-ai/claude-code
02

Connection timeout

Check your internet connection and verify the Edge URL is reachable

ScrapingBee + Claude Code FAQ

Common questions about integrating ScrapingBee MCP Server with Claude Code.

01

How do I add an MCP server to Claude Code?

Run claude mcp add --transport http "" in your terminal. Claude Code registers the server and discovers all tools immediately.
02

Can Claude Code run MCP tools in headless mode?

Yes. Claude Code supports non-interactive execution, making it ideal for scripts, cron jobs, and CI/CD pipelines that need MCP tool access.
03

How do I list all connected MCP servers?

Run claude mcp in your terminal to see all registered servers and their status, or type /mcp inside an active Claude Code session.