Scrapfly Connector for AI agents.

Q: Can I get JSON data back instead of raw HTML?

Yes, you can use the AI extraction tool to turn messy web pages into structured JSON data directly in your chat.

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

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

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

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

12 live capabilities

Get reliable web data and structured JSON from any site.

Live agent request Scrapfly / Connector

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AI Agent

Why people use Scrapfly

Scrapfly Web Scraping for Data Extraction

With the Scrapfly MCP, you just tell your AI agent what to do. It handles the heavy lifting of bypassing Cloudflare and Akamai, grabs the data, and hands it back to you in a clean format. You get a finished dataset instead of a headache of technical hurdles.

What Vinkius changes

You get reliable web data without managing any of the underlying scraping infrastructure.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 5,900+ Connectors

Real-world use case 01

Competitor Price Tracking

A researcher asks for the price of 50 products on a retail site and gets a JSON list.
Real-world use case 02

Visual Audit

A growth engineer asks for a full-page screenshot of a mobile site to check for layout issues.
Real-world use case 03

Lead Generation

A sales lead pulls company info and metadata from a directory using ai_data_extraction.

Complete set · 12capabilities

The complete Scrapfly capability set.

These are the exact actions your AI can choose when you ask it to work with Scrapfly.

Capability set01 / 03

01—04

4 capabilities in this set.

Part of 12 available through Scrapfly.

01 Capability
List api webhooks
This capability lists all the webhooks you've currently configured in your Scrapfly account. It helps you manage your automated alerts.
02 Capability
Web scrape
This capability grabs the raw HTML content from any website while bypassing anti-bot measures. It is the core way to get data from protected sites.
03 Capability
Get screenshot capabilities
This capability lets you check which screenshot features are available for your account. It helps you know what visual data you can grab.
04 Capability
Check credit usage
This capability shows how many API credits you have left and tracks your current spending. It keeps your projects running within your budget.

Capability set02 / 03

05—08

4 capabilities in this set.

Part of 12 available through Scrapfly.

05 Capability
List proxy regions
This capability lets you view the different countries and regions available for residential proxies. It is useful for localized data collection.
06 Capability
Capture screenshot
This capability takes a visual screenshot of a webpage or a specific element. You can use this for visual audits or layout checks.
07 Capability
Test scrapfly auth
This capability quickly checks if your API credentials are working correctly. Use this to troubleshoot your connection issues immediately.
08 Capability
Ai data extraction
This capability uses AI models to pull specific data points out of a webpage and format them as JSON. It saves you from writing custom parsers.

Capability set03 / 03

09—12

4 capabilities in this set.

Part of 12 available through Scrapfly.

09 Capability
Get api status
This capability provides a quick overview of your account info and current API status. It helps you confirm everything is running smoothly.
10 Capability
List extraction models
This capability shows which AI models are available for your data extraction tasks. This lets you choose the best model for your specific data.
11 Capability
Get project details
This capability views the specific metadata and settings for your scraping projects. It helps you manage multiple scraping jobs at once.
12 Capability
Get scraping capabilities
This capability checks the specific scraping features enabled for your account. This ensures you know what your current plan allows.

Set up in minutes

One URL. Then ask Scrapfly to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Scrapfly from the conversation.

Choose your client

Live preview

Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP

https://edge.vinkius.com/vk_preview_ljGoukAFL719yEB20GwskucKcjiXnKMhir5d1j7S/mcp

Step 01

Open Connectors

In Claude Web or Claude Desktop, open Settings and choose Connectors.
Step 02

Add the URL

Choose Add custom connector, name it Scrapfly, and paste the URL above.
Step 03

Turn it on in chat

Select +, open Connectors, and enable Scrapfly for the conversation.

ChatGPT · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP

https://edge.vinkius.com/vk_preview_ljGoukAFL719yEB20GwskucKcjiXnKMhir5d1j7S/mcp

Step 01

Open MCP settings

On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
Step 02

Add the URL

Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Scrapfly URL.
Step 03

Save and start

Save the connection and enable Scrapfly in your conversation. Desktop may ask you to restart once.

Cursor · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "scrapfly": {
      "url": "https://edge.vinkius.com/vk_preview_ljGoukAFL719yEB20GwskucKcjiXnKMhir5d1j7S/mcp"
    }
  }
}

Step 01

Open MCP Settings

Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
Step 02

Add the server config

Paste the JSON configuration above into the mcp.json file that opens
Step 03

Save the file

Cursor will automatically detect the new Connector
Step 04

Start using Scrapfly

Open Agent mode in chat and ask: "Using Scrapfly, help me...". 12 tools available

VS Code Copilot · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "scrapfly": {
      "url": "https://edge.vinkius.com/vk_preview_ljGoukAFL719yEB20GwskucKcjiXnKMhir5d1j7S/mcp"
    }
  }
}

Step 01

Create MCP config

Create a .vscode/mcp.json file in your project root
Step 02

Add the server config

Paste the JSON configuration above
Step 03

Enable Agent mode

Open GitHub Copilot Chat and switch to Agent mode using the dropdown
Step 04

Start using Scrapfly

Ask Copilot: "Using Scrapfly, help me...". 12 tools available

Windsurf · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "scrapfly": {
      "url": "https://edge.vinkius.com/vk_preview_ljGoukAFL719yEB20GwskucKcjiXnKMhir5d1j7S/mcp"
    }
  }
}

Step 01

Open MCP Settings

Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Step 02

Add the server

Paste the JSON configuration above into mcp_config.json
Step 03

Save and reload

Windsurf will detect the new server automatically
Step 04

Start using Scrapfly

Open Cascade and ask: "Using Scrapfly, help me...". 12 tools available

Cline · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "scrapfly": {
      "url": "https://edge.vinkius.com/vk_preview_ljGoukAFL719yEB20GwskucKcjiXnKMhir5d1j7S/mcp"
    }
  }
}

Step 01

Open Cline MCP Settings

Click the Connectors icon in the Cline sidebar panel
Step 02

Add remote server

Click "Add Connector" and paste the configuration above
Step 03

Enable the server

Toggle the server switch to ON
Step 04

Start using Scrapfly

Ask Cline: "Using Scrapfly, help me...". 12 tools available

Claude Code · Terminal command

Official guide ↗

Advanced setup

claude mcp add scrapfly --transport http "https://edge.vinkius.com/vk_preview_ljGoukAFL719yEB20GwskucKcjiXnKMhir5d1j7S/mcp"

Step 01

Install Claude Code

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

Add the Connector

Run the command above in your terminal
Step 03

Verify the connection

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

Start using Scrapfly

Ask Claude: "Using Scrapfly, show me...". 12 tools are ready

Where the request belongs

Work Scrapfly can move forward.

Built around the request

For the data scientist who is tired of getting blocked by every site they try to scrape, or the market researcher who needs to automate competitor price tracking without building a custom scraper.

Data Scientist

Pulling high-fidelity datasets from websites to train models or perform deep analysis.

Market Researcher

Automating the collection of competitor pricing and sentiment data from multiple sources.

Growth Engineer

Generating visual audits and lead metadata to feed into sales and marketing funnels.

Build the capability set

Each Connector adds new actions and data without changing how you work.

Browse Connectors

01 10 capabilities

ScrapingBee

Scrape websites without getting blocked using headless browsers, proxy rotation, and JavaScript rendering handled for you.

View Connector

02 5 capabilities

ScrapingAnt

Extract web data reliably with rotating proxies, headless Chrome rendering, and CAPTCHA solving built into every request.

View Connector

03 3 capabilities

Spider

High-performance Rust-powered web scraping and crawling. scrape, crawl, and search up to 100K+ pages/second with built-in anti-bot protection.

View Connector

04 10 capabilities

Olostep

Scrape web pages at scale with a headless browser API that renders JavaScript and returns clean structured data instantly.

View Connector

05 10 capabilities

Crawlbase

Scrape and crawl via Crawlbase. perform HTML extraction, handle JS-rendered pages, bypass CAPTCHAs, and scrape social profiles directly from any AI agent.

View Connector

06 10 capabilities

Browserhub

Automate web scraping via Browserhub. run scrapers, manage jobs, and retrieve extracted data directly from any AI agent.

View Connector

Bring your own AI

Change the model, client or framework. Keep Scrapfly connected.

Claude
ChatGPT
Gemini
Cursor
VS Code
Windsurf
ZCode
Cline
Zed
Continue
Kiro
Roo Code
Zencoder
Goose
Void
Augment Code
Amp
Qodo
Tabnine
Pieces
Sourcegraph Cody
JetBrains
Warp
Amazon Q
Antigravity
BoltAI
Raycast
Jan
LM Studio
AnythingLLM
Open WebUI
Msty
Cherry Studio
LibreChat
TypingMind
Chorus
5ire
n8n
LangChain
LlamaIndex
CrewAI
Vercel AI SDK

Before you connect

Questions about Scrapfly.

The practical details behind the request, access and result.

Can the Scrapfly MCP bypass Cloudflare and Akamai?

Yes, it handles major anti-bot systems like Cloudflare and Akamai automatically so you can get clean data without getting blocked.

Does Scrapfly MCP support residential proxies?

It gives you access to millions of residential proxies in over 50 countries to ensure your scraping stays localized and reliable.

Can I get JSON data back instead of raw HTML?

Yes, you can use the AI extraction capability to turn messy web pages into structured JSON data directly in your chat.

Does Scrapfly MCP work with Claude or Cursor?

It works with any MCP-compatible client including Claude, Cursor, and Windsurf.

How do I see how many credits I have left?

You can simply ask your agent to check your usage stats, and it will pull the current credit consumption from your account.

Can Scrapfly MCP take screenshots of specific elements?

Yes, it can capture full-page screenshots or focus on specific elements for visual audits and layout checks.

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

Yes! Use the ai_data_extraction capability. 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.

One connection away

Give your agent a direct line to Scrapfly.

Connect Scrapfly once. Keep it beside 5,900+ managed Connectors when the next task needs more.

Explore every Connector No credit card required · Free tier available

Scrapfly Web Scraping for Data Extraction

You get reliable web data without managing any of the underlying scraping infrastructure.

Competitor Price Tracking

Visual Audit

Lead Generation

List api webhooks

Web scrape

Get screenshot capabilities

Check credit usage

List proxy regions

Capture screenshot

Test scrapfly auth

Ai data extraction

Get api status

List extraction models

Get project details

Get scraping capabilities

Open Connectors

Add the URL

Turn it on in chat

Open MCP settings

Add the URL

Save and start

Open MCP Settings

Add the server config

Save the file

Start using Scrapfly

Create MCP config

Add the server config

Enable Agent mode

Start using Scrapfly

Open MCP Settings

Add the server

Save and reload

Start using Scrapfly

Open Cline MCP Settings

Add remote server

Enable the server

Start using Scrapfly

Install Claude Code

Add the Connector

Verify the connection

Start using Scrapfly

Data Scientist

Market Researcher

Growth Engineer

ScrapingBee

ScrapingAnt

Spider

Olostep

Crawlbase

Browserhub

Give your agent a direct line to Scrapfly.