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Scrapfly MCP Server

@scrapfly

Repository

Basic information

Category

Other

Transports

stdio

Author

scrapfly

Submitted by

Mariia Platonova

About Scrapfly MCP Server

Get real-time web data, automatically handle anti-bot systems, extract structured data, and capture screenshots with your favorite tools, such as Cursor or LangChain.

#web-scraping#data-extraction#anti-bot

Scrapfly MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "scrapfly": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://mcp.scrapfly.io/mcp"
      ]
    }
  }
}

Scrapfly MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

Fetch the live tool list by running this server in a temporary sandbox using the button above.

Overview

What is Scrapfly MCP Server?

Scrapfly MCP Server is a Model Context Protocol server that provides live web data access with anti-bot handling, structured data extraction, screenshot capture, and secure authentication. It integrates with AI tools like Claude Desktop, Cursor, Cline, Windsurf, LangChain, LlamaIndex, CrewAI, OpenAI function calling, n8n, Make, and Zapier, enabling AI agents to scrape and process web content programmatically.

How to use Scrapfly MCP Server?

Configure the server by adding an entry to your AI tool's MCP configuration (e.g., claude_desktop_config.json). Use npx mcp-remote https://mcp.scrapfly.io/mcp for OAuth2 authentication, or append ?key=YOUR-API-KEY for API key authentication. After restarting the tool, invoke scraping through five available MCP tools: instructions (guidance and required parameters), web_get_page (quick fetch), web_scrape (full‑control scraping), screenshot (visual capture), and info_account (account details).

Key features of Scrapfly MCP Server

  • Live web data access with automatic JavaScript rendering
  • Anti‑bot handling and proxy infrastructure
  • Structured data extraction and clean markdown output
  • Full‑page or element‑level screenshot capture (PNG)
  • Secure authentication via OAuth2 or API key
  • Works with popular AI agents and automation platforms

Use cases of Scrapfly MCP Server

  • Job aggregation from multiple listing sites
  • Price monitoring and competitor intelligence
  • Content research and data aggregation for RAG systems
  • Real‑estate analysis from public property listings
  • Automated multi‑step web workflows (e.g., login, fill, navigate)

Frequently asked questions

1

What authentication methods are supported?

OAuth2 (recommended) and API key passed via a URL query parameter (`?key=YOUR-API-KEY`).

2

What tools does Scrapfly MCP Server provide?

Five tools: `instructions` (guidance and required `pow` value), `web_get_page` (quick fetch with optimized defaults), `web_scrape` (full‑control with browser automation), `screenshot` (visual capture), and `info_account` (account/project details).

3

What data formats are available for page content?

Web pages can be returned as clean markdown text (with optional `only_content` setting) or screenshots in PNG format (full‑page or element‑level).

4

Do I need a Scrapfly account to use this server?

Yes, for API key authentication you need a Scrapfly API key. OAuth2 also requires a Scrapfly account to authenticate through the MCP endpoint. The `info_account` tool returns account status and quota details.

5

Are there any runtime dependencies?

The server is invoked via `npx mcp-remote`; Node.js and npm must be installed on the machine running the AI tool.

Comments

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