Scrapfly MCP Server with 12 Tools Ready for AI Agents

Name: Scrapfly
Availability: InStock
Author: Vinkius

GDPR Free for Subscribers

Scrape web data at scale with a managed API that handles proxies, browser rendering, and anti-bot bypassing automatically. Unlock 12 tools ready out of the box. Connect this App Connector to instantly empower AI agents like Claude Code, Cursor, or any MCP-compatible client with advanced capabilities.

Built for AI Agents by Vinkius

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High Security·Kill Switch·Plug and Play

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

What is the Scrapfly MCP Server?

The Scrapfly MCP Server gives AI agents like Claude, ChatGPT, and Cursor direct access to Scrapfly via 12 tools. Scrape web data at scale with a managed API that handles proxies, browser rendering, and anti-bot bypassing automatically. Powered by the Vinkius - no API keys, no infrastructure, connect in under 2 minutes.

Built-in capabilities (12)

ai_data_extractioncapture_screenshotcheck_credit_usageget_api_statusget_project_detailsget_scraping_capabilitiesget_screenshot_capabilitieslist_api_webhookslist_extraction_modelslist_proxy_regionstest_scrapfly_authweb_scrape

Tools for your AI Agents to operate Scrapfly

Ask your AI agent "Scrape the homepage of 'https://news.ycombinator.com' and return the HTML." and get the answer without opening a single dashboard. With 12 tools connected to real Scrapfly data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.

Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by the Vinkius - your credentials never touch the AI model, every request is auditable. Connect in under two minutes.

Why teams choose Vinkius

One subscription gives you access to thousands of MCP servers - and you can deploy your own to the Vinkius Edge. Your AI agents only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure and security, zero maintenance.

Build your own MCP Server with our secure development framework →

The Scrapfly App Connector works with every AI agent you already use

…and any MCP-compatible client

Use all 12 Scrapfly tools with your AI agents right now

Empower your AI agents to connect to Scrapfly and securely perform advanced actions on Vinkius infrastructure. Beyond a simple connection, you gain an advanced AI Gateway that provides complete visibility into agent activity, ensuring maximum governance and optimized token usage.

ai_data_extraction

Extract structured data

capture_screenshot

Take a website screenshot

check_credit_usage

Check usage stats

get_api_status

Check account info

get_project_details

Get project info

get_scraping_capabilities

Check scraping features

get_screenshot_capabilities

Check screenshot features

list_api_webhooks

List configured webhooks

list_extraction_models

List AI models

list_proxy_regions

Check proxy options

test_scrapfly_auth

Verify credentials

web_scrape

Scrape any website

What the Scrapfly MCP Server unlocks

Connect your Scrapfly account to any AI agent and take full control of your web data extraction and scraping orchestration through natural conversation. Scrapfly provides a professional-grade scraping API that combines headless browser rendering, premium residential proxies, and AI-driven data extraction, and this integration allows you to retrieve raw HTML, take element-level screenshots, and convert pages into structured JSON directly from your chat interface.

What you can do

Stealth Scraper Orchestration — Retrieve clean HTML from any website while bypassing Cloudflare, Akamai, and other anti-bot systems programmatically.
AI-Driven Data Extraction — Use LLM-powered extraction models to transform complex web pages into structured JSON data directly from the AI interface.
Visual Intelligence — Capture full-page or element-specific screenshots with support for dark mode and ad-blocking via natural language.
Proxy & Region Control — Access millions of residential proxies across 50+ countries to ensure your data collection is always localized and reliable.
Operational Monitoring — Track system activity, monitor API credit consumption, and manage project metadata using simple AI commands.

How it works

1. Subscribe to this server
2. Enter your Scrapfly API Key from your dashboard
3. Start scraping and extracting web data from Claude, Cursor, or any MCP-compatible client

No more managing browser clusters or rotating IPs. Your AI acts as a dedicated data engineer or market researcher.

Who is this for?

Data Scientists — quickly retrieve high-fidelity datasets from the web without technical blocks.
Market Researchers — automate the extraction of competitor pricing and sentiment data via natural conversation.
Growth Engineers — streamline the generation of visual audits and lead metadata directly within the chat.

Frequently asked questions about the Scrapfly MCP Server

Can my AI automatically extract structured JSON from a web page using Scrapfly?

Yes! Use the ai_data_extraction tool. Provide the URL and optionally a model or prompt, and your agent will return the parsed data in structured JSON format instantly.

How do I use residential proxies to bypass anti-bot systems?

Simply ask the agent to run the web_scrape action. Scrapfly handles anti-bot (ASP) and premium proxy rotation automatically based on the site's security level.