Vinkius
Scrapfly

Scrapfly MCP for AI. Structured Data & Visual Proof from Any Website

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

Scrapfly MCP on Cursor AI Code EditorScrapfly MCP on Claude Desktop AppScrapfly MCP on OpenAI Agents SDKScrapfly MCP on Visual Studio CodeScrapfly MCP on GitHub Copilot AI AgentScrapfly MCP on Google Gemini AIScrapfly MCP on Lovable AI DevelopmentScrapfly MCP on Mistral AI AgentsScrapfly MCP on Amazon AWS Bedrock

How this MCP server connects to your AI agent

Scrapfly lets your AI agent scrape web data at scale through a managed API connection. It handles proxies, browser rendering, and anti-bot bypassing automatically.

You can run complex extraction jobs—from raw HTML to structured JSON—and capture specific element screenshots directly in conversation. No need to manage headless browsers or worry about IP rotation; just talk to your agent.

What AI agents can do with Scrapfly Automation

Ai data extraction

Extracts structured data from a web page using AI models, converting the content into JSON.

Get api status

Retrieves high-level information about your Scrapfly account status.

List extraction models

Retrieves a list of available AI models used for data structuring and extraction.

+ 9 more capabilities included
Scrape raw web content

The agent pulls the full HTML source code from any specified website.

Extract structured JSON records

The agent uses AI models to read a complex webpage and output data in clean, usable JSON format.

Capture page screenshots

The agent takes images of full web pages or specific elements on the page.

Manage proxy locations

The agent connects to millions of residential proxies across 50+ countries for localized scraping.

Check API usage and status

The agent reads your account metrics, like credit consumption or project details.

Included with Plan

Waiting for input…

AI Agent

What AI agents can do with Scrapfly MCP Server: 12 Tools for Web Data Extraction

Use these tools to scrape web data, extract structured records into JSON, take screenshots, and manage your scraping account metrics via natural language commands.

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 Scrapfly on Vinkius

Ai Data Extraction

Extracts structured data from a web page using AI models, converting the content into JSON.

Get Api Status

Retrieves high-level information about your Scrapfly account status.

List Extraction Models

Retrieves a list of available AI models used for data structuring and extraction.

Get Project Details

Gets metadata and specific configuration details for a defined scraping project.

Get Scraping Capabilities

Checks which advanced scraping features, like proxy support or anti-bot bypass, are...

Get Screenshot Capabilities

Determines the specific screenshot functionality and parameters that can be used.

Check Credit Usage

Checks your current API credit consumption and usage statistics.

List Proxy Regions

Shows the geographical regions and types of proxies available for scraping.

List Api Webhooks

Lists all webhooks that have been configured on your Scrapfly account for...

Web Scrape

Scrapes the raw HTML content of any specified URL, handling complex rendering issues.

Capture Screenshot

Takes an image of a website or specific element on a webpage for visual...

Test Scrapfly Auth

Verifies that your provided API credentials are valid and active with Scrapfly.

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.

Claude AI

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 Scrapfly 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 every call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with Scrapfly, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,100+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Every connection is secured and compliant automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog every week
Scrapfly 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 Scrapfly. 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 INFRASTRUCTURE

Cloud Hosted

Managed infra

V8 Isolated

Sandboxed per request

Zero-Trust Proxy

No stored credentials

DLP Enforced

Policy on every call

GDPR Compliant

EU data residency

Token Compression

~60% cost reduction

Your data is protected. See how we built it.

Built on the Model Context Protocol (MCP) for Claude, ChatGPT, Cursor, and more

The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.

This connection provides 12 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.

Web scraping shouldn't require managing proxies or debugging headless browsers., Solved with Vinkius AI Gateway

Today, getting clean data from a competitor's site means logging into their developer tools, checking if they block requests, manually cycling through IPs, and dealing with inconsistent HTML—all before you even start extracting the price points. It’s tedious, error-prone work.

With Scrapfly MCP Server, your AI agent handles all that tech complexity. You just tell it what to scrape; the system uses residential proxies and headless rendering under the hood. The result isn't raw HTML; it's clean JSON output ready for a database.

Scrapfly MCP Server: Get structured data & visual proof.

Previously, if you needed to prove how a competitor presented a feature, you had to run the site, take multiple screenshots on your local machine, and manually stitch them together. Then you'd have to write up what each image meant.

Now, you ask the agent for an audit. It takes the screenshot (`capture_screenshot`), it extracts specific elements (like feature names), and it compiles everything into a single, actionable report in your chat window.

What your AI can actually do with this

Scrapfly lets your agent scrape web data at scale through a managed API connection. It handles proxies, browser rendering, and anti-bot bypassing automatically. You can run complex extraction jobs—from raw HTML to structured JSON—and capture specific element screenshots directly in conversation. No need to manage headless browsers or worry about IP rotation; just talk to your agent.

Data Collection & Extraction

The web_scrape tool pulls the full HTML source code from any site you point it at, handling rendering issues so you get clean raw content every time. When you use ai_data_extraction, the system runs AI models over that web page and gives you structured JSON data—it’s ready to drop right into a database.

The capture_screenshot tool takes an image of either the whole website or just one specific element, giving you visual proof right in your chat thread. You can check what kind of screenshots are possible with get_screenshot_capabilities, and if you need help figuring out which models work best for data structuring, run list_extraction_models to see them all.

Advanced Scraping & Geo-Targeting

You don't gotta worry about IP rotation or bot detection; the platform manages that automatically. You can check what advanced features are available by running get_scraping_capabilities, which confirms things like proxy support and anti-bot bypass functionality. The agent connects to millions of residential proxies spread across 50+ countries, so you can manage data collection for specific regions; run list_proxy_regions to see the exact areas and proxy types available.

When you're ready to pull raw HTML or structured data, you’ll know exactly what’s going on with web_scrape and ai_data_extraction. The system uses sophisticated rendering to scrape content even from sites protected by major bot mitigation systems.

Account Monitoring & Configuration

You've got tools to keep tabs on the whole operation. To see if your API credentials are valid, run test_scrapfly_auth immediately; it verifies everything’s active. You can get an overall snapshot of your account health with get_api_status, and for deeper details on a specific job, use get_project_details. If you're tracking costs, check_credit_usage tells you exactly how many API credits you've burned through.

For setup management, the system lets you list all configured webhooks using list_api_webhooks, so your agent can notify you when data is ready. You also get a clear view of what scraping capabilities are available with get_scraping_capabilities.

How it Works in Practice

Your AI client coordinates everything. First, you tell the agent to scrape a URL using web_scrape. If you need structured data from that raw HTML, you trigger ai_data_extraction, which outputs usable JSON. You can also ask the agent to capture an image of the results or the page itself via capture_screenshot.

To ensure your scraping stays localized and realistic, the system uses proxies managed through methods confirmed by list_proxy_regions. When you're done collecting data for a project, you run get_project_details to review all the metadata and configuration used. You never have to manage headless browsers or worry about IP changes; just talk to your agent.

Built · Hosted · Managed by Vinkius Scrapfly MCP Server - Web Scraping & Data Extraction
Server ID 019dd154-c682-73f6-bc90-45c1087b1146
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Questions you might have

How does Scrapfly MCP Server handle Cloudflare anti-bot bypass? +

The server handles this automatically. When you use the web_scrape tool, it runs sophisticated proxy and rendering techniques to ensure your request gets through the bot protection layers.

Can I just scrape raw HTML with Scrapfly MCP Server? +

Yes, you can. Use web_scrape if you need the full source code. But remember, for usable data, follow up by using ai_data_extraction to structure it.

What tools do I use to check my usage? +

You'll use check_credit_usage. This tool lets your agent read your current consumption stats, so you always know how much API credit is left for your job.

Does Scrapfly MCP Server support multiple countries for proxies? +

Yep. The system supports millions of residential proxies across 50+ countries. You can check the available locations using list_proxy_regions before starting a geo-specific scrape.

When I use `ai_data_extraction`, can it handle complex web layouts to generate structured JSON? +

Yep, it transforms complicated page content into clean, machine-readable JSON based on your prompts. You define the desired data schema (like a list of objects), and the AI fills in the blanks automatically.

Can I use `capture_screenshot` to focus on specific elements instead of capturing the whole page? +

Yes, you can provide CSS selectors or element IDs when calling capture_screenshot. This lets you pinpoint and capture only small sections of a webpage without wasting space on surrounding junk.

What is the best way to verify my API key setup before running a large scrape with Scrapfly? +

Run the test_scrapfly_auth tool. This confirms your connection status and validates that your API key is properly linked to your account, saving you credits on failed jobs.

How much history does the `get_project_details` tool provide for my scraping work? +

It gives a full overview of your project's run parameters and status. You can check total credits consumed, the last successful run date, and any stored metadata used during the job.

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.

How do I find my Scrapfly API Key? +

Log in to your Scrapfly account, navigate to the Dashboard, and you will find your unique secret API key prominently displayed.

Built & Managed by Vinkius 30s setup 12 tools

We've already built the connector for Scrapfly. Just plug in your AI agents and start using Vinkius.

No hosting. No infrastructure. No complex setup.
All 12 tools are live and waiting. You're up and running in seconds.

Vinkius runs on Claude Claude
Vinkius runs on ChatGPT ChatGPT
Vinkius runs on Cursor Cursor
Vinkius runs on Gemini Gemini
Vinkius runs on Windsurf Windsurf
Vinkius runs on VS Code VS Code
Vinkius runs on JetBrains JetBrains
Vinkius runs on Vercel Vercel
+ other MCP clients

Vinkius gives your AI agents access to the full catalog of app connectors, all fully managed, secure, and enterprise-ready. One subscription, every tool you need.

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