MCP Server for Oxylabs Scraper

The scraper tool is an asynchronous utility that leverages the Oxylabs Web Scraper API to fetch and process content from a given URL. This tool is designed to handle various scraping scenarios efficiently, with flexible options for parsing and rendering web pages.

Key Features

1. URL Scraping

   • Fetches the content of a specified URL using Oxylabs' API.

2. HTML Parsing

   • If parsing is enabled, the content is returned in a processed format, suitable for handling by downstream systems like language models (LLMs).
   • If parsing is disabled, the tool strips unnecessary HTML tags and converts the cleaned content into a Markdown file for easier readability and compatibility.

3. JavaScript Rendering

   • Offers an option to render pages using a headless browser, which ensures dynamic content (e.g., JavaScript-rendered pages) is included in the output.
   • Supports the html rendering option or skipping rendering entirely.

Examples on how to query Claude or other LLM

• Could you scrape https://oxylabs.io page?
• Scrape https://www.amazon.de/-/en/Smartphone-Contract-Function-Manufacturer-Exclusive/dp/B0CNKD651V with parse enabled.
• Scrape https://www.amazon.de/-/en/gp/bestsellers/beauty/ref=zg_bs_nav_beauty_0 with parse and render enabled.

Prerequisites

Install uv first.

https://docs.astral.sh/uv/getting-started/installation/#installation-methods

Setup Intructions

Installing via Smithery

To install Oxylabs MCP server for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @oxylabs/oxylabs-mcp --client claude

Setup with Claude Desktop

# claude_desktop_config.json
# Can find location through:
# Claude -> Settings -> Developer -> Edit Config
{
  "mcpServers": {
    "oxylabs_scraper": {
      "command": "uvx",
      "args": ["oxylabs-mcp"],
      "env": {
        "OXYLABS_USERNAME": "YOUR_USERNAME_HERE",
        "OXYLABS_PASSWORD": "YOUR_PASSWORD_HERE",
      }
    }
  }
}

Local/Dev Setup Instructions

Clone repo

git clone <git:url>

Install dependencies

Install MCP server dependencies:

cd mcp-server-oxylabs

# Create virtual environment and activate it
uv venv

source .venv/bin/activate # MacOS/Linux
# OR
.venv/Scripts/activate # Windows

# Install dependencies
uv sync

Setup with Claude Desktop

# claude_desktop_config.json
# Can find location through:
# Claude -> Settings -> Developer -> Edit Config
{
  "mcpServers": {
    "oxylabs_scraper": {
      "command": "uv",
      "args": [
        "--directory",
        "/<Absolute-path-to-folder>/oxylabs-mcp",
        "run",
        "oxylabs-mcp"
      ],
      "env": {
        "OXYLABS_USERNAME": "YOUR_USERNAME_HERE",
        "OXYLABS_PASSWORD": "YOUR_PASSWORD_HERE"
      }
    }
  }
}

Debugging

Run:

make run

Then access MCP Inspector at http://localhost:5173. You may need to add your username and password in the environment variables in the inspector under OXYLABS_USERNAME and OXYLABS_PASSWORD.

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NOTE

Usage with the MCP inspector is affected by an ongoing issue with the Python SDK for MCP, see: modelcontextprotocol/python-sdk#85. For Claude, a forked version of the SDK is used as a temporary fix.

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