search-web

Oxylabs Web Scraping

by oxylabs

Integrate with Oxylabs web scraping for real-time data extraction, cleaning, and analysis. Easily scrape any website for

Integrates with Oxylabs web scraping services to extract, clean, and structure web content for real-time data analysis and monitoring workflows.

github stars

87

Bypasses anti-scraping measuresJavaScript rendering supportGlobal geo-location coverage

best for

  • / AI developers building data-driven applications
  • / Market research and competitive analysis
  • / E-commerce price monitoring
  • / SEO and search result tracking

capabilities

  • / Scrape any website URL with anti-bot bypass
  • / Extract Google search results
  • / Scrape Amazon product and search pages
  • / Render JavaScript-heavy websites
  • / Access geo-restricted content from 195+ countries
  • / Format scraped data for AI consumption

what it does

Connects AI models to Oxylabs web scraping API to extract and structure data from any website, including JavaScript-heavy pages and geo-restricted content.

about

Oxylabs Web Scraping is an official MCP server published by oxylabs that provides AI assistants with tools and capabilities via the Model Context Protocol. Integrate with Oxylabs web scraping for real-time data extraction, cleaning, and analysis. Easily scrape any website for It is categorized under search web.

how to install

You can install Oxylabs Web Scraping in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.

license

MIT

Oxylabs Web Scraping is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.

readme

Oxylabs + MCP

Oxylabs MCP Server

The missing link between AI models and the real‑world web: one API that delivers clean, structured data from any site.

[![smithery badge](https://smithery.ai/badge/@oxylabs/oxylabs-mcp)](https://smithery.ai/server/@oxylabs/oxylabs-mcp) [![pypi package](https://img.shields.io/pypi/v/oxylabs-mcp?color=%2334D058&label=pypi%20package)](https://pypi.org/project/oxylabs-mcp/) [![](https://dcbadge.vercel.app/api/server/eWsVUJrnG5?style=flat)](https://discord.gg/Pds3gBmKMH) [![Licence](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE) [![Verified on MseeP](https://mseep.ai/badge.svg)](https://mseep.ai/app/f6a9c0bc-83a6-4f78-89d9-f2cec4ece98d) ![Coverage badge](https://raw.githubusercontent.com/oxylabs/oxylabs-mcp/coverage/coverage-badge.svg)
Oxylabs Server MCP server
--- ## 📖 Overview The Oxylabs MCP server provides a bridge between AI models and the web. It enables them to scrape any URL, render JavaScript-heavy pages, extract and format content for AI use, bypass anti-scraping measures, and access geo-restricted web data from 195+ countries. ## 🛠️ MCP Tools Oxylabs MCP provides two sets of tools that can be used together or independently: ### Oxylabs Web Scraper API Tools 1. **universal_scraper**: Uses Oxylabs Web Scraper API for general website scraping; 2. **google_search_scraper**: Uses Oxylabs Web Scraper API to extract results from Google Search; 3. **amazon_search_scraper**: Uses Oxylabs Web Scraper API to scrape Amazon search result pages; 4. **amazon_product_scraper**: Uses Oxylabs Web Scraper API to extract data from individual Amazon product pages. ### Oxylabs AI Studio Tools 5. **ai_scraper**: Scrape content from any URL in JSON or Markdown format with AI-powered data extraction; 6. **ai_crawler**: Based on a prompt, crawls a website and collects data in Markdown or JSON format across multiple pages; 7. **ai_browser_agent**: Based on prompt, controls a browser and returns data in Markdown, JSON, HTML, or screenshot formats; 8. **ai_search**: Search the web for URLs and their contents with AI-powered content extraction. ## ✅ Prerequisites Before you begin, make sure you have **at least one** of the following: - **Oxylabs Web Scraper API Account**: Obtain your username and password from [Oxylabs](https://dashboard.oxylabs.io/) (1-week free trial available); - **Oxylabs AI Studio API Key**: Obtain your API key from [Oxylabs AI Studio](https://aistudio.oxylabs.io/settings/api-key). (1000 credits free). ## 📦 Configuration ### Environment variables Oxylabs MCP server supports the following environment variables: | Name | Description | Default | |----------------------------|-----------------------------------------------|---------| | `OXYLABS_USERNAME` | Your Oxylabs Web Scraper API username | | | `OXYLABS_PASSWORD` | Your Oxylabs Web Scraper API password | | | `OXYLABS_AI_STUDIO_API_KEY`| Your Oxylabs AI Studio API key | | | `LOG_LEVEL` | Log level for the logs returned to the client | `INFO` | Based on provided credentials, the server will automatically expose the corresponding tools: - If only `OXYLABS_USERNAME` and `OXYLABS_PASSWORD` are provided, the server will expose the Web Scraper API tools; - If only `OXYLABS_AI_STUDIO_API_KEY` is provided, the server will expose the AI Studio tools; - If both `OXYLABS_USERNAME` and `OXYLABS_PASSWORD` and `OXYLABS_AI_STUDIO_API_KEY` are provided, the server will expose all tools. ❗❗❗ **Important note: if you don't have Web Scraper API or Oxylabs AI studio credentials, delete the corresponding environment variables placeholders. Leaving placeholder values will result in exposed tools that do not work.** ### Configure with uvx - Install the uvx package manager: ```bash # macOS and Linux curl -LsSf https://astral.sh/uv/install.sh | sh ``` OR: ```bash # Windows powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex" ``` - Use the following config: ```json { "mcpServers": { "oxylabs": { "command": "uvx", "args": ["oxylabs-mcp"], "env": { "OXYLABS_USERNAME": "OXYLABS_USERNAME", "OXYLABS_PASSWORD": "OXYLABS_PASSWORD", "OXYLABS_AI_STUDIO_API_KEY": "OXYLABS_AI_STUDIO_API_KEY" } } } } ``` ### Configure with uv - Install the uv package manager: ```bash # macOS and Linux curl -LsSf https://astral.sh/uv/install.sh | sh ``` OR: ```bash # Windows powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex" ``` - Use the following config: ```json { "mcpServers": { "oxylabs": { "command": "uv", "args": [ "--directory", "//oxylabs-mcp", "run", "oxylabs-mcp" ], "env": { "OXYLABS_USERNAME": "OXYLABS_USERNAME", "OXYLABS_PASSWORD": "OXYLABS_PASSWORD", "OXYLABS_AI_STUDIO_API_KEY": "OXYLABS_AI_STUDIO_API_KEY" } } } } ``` ### Configure with Smithery Oauth2 - Go to https://smithery.ai/server/@oxylabs/oxylabs-mcp; - Click _Auto_ to install the Oxylabs MCP configuration for the respective client; - OR use the following config: ```json { "mcpServers": { "oxylabs": { "url": "https://server.smithery.ai/@oxylabs/oxylabs-mcp/mcp" } } } ``` - Follow the instructions to authenticate Oxylabs MCP with Oauth2 flow ### Configure with Smithery query parameters In case your client does not support the Oauth2 authentication, you can pass the Oxylabs authentication parameters directly in url ```json { "mcpServers": { "oxylabs": { "url": "https://server.smithery.ai/@oxylabs/oxylabs-mcp/mcp?oxylabsUsername=OXYLABS_USERNAME&oxylabsPassword=OXYLABS_PASSWORD&oxylabsAiStudioApiKey=OXYLABS_AI_STUDIO_API_KEY" } } } ``` ### Manual Setup with Claude Desktop Navigate to **Claude → Settings → Developer → Edit Config** and add one of the configurations above to the `claude_desktop_config.json` file. ### Manual Setup with Cursor AI Navigate to **Cursor → Settings → Cursor Settings → MCP**. Click **Add new global MCP server** and add one of the configurations above. ## 📝 Logging Server provides additional information about the tool calls in `notification/message` events ```json { "method": "notifications/message", "params": { "level": "info", "data": "Create job with params: {"url": "https://ip.oxylabs.io"}" } } ``` ```json { "method": "notifications/message", "params": { "level": "info", "data": "Job info: job_id=7333113830223918081 job_status=done" } } ``` ```json { "method": "notifications/message", "params": { "level": "error", "data": "Error: request to Oxylabs API failed" } } ``` --- ## 🛡️ License Distributed under the MIT License – see [LICENSE](LICENSE) for details. --- ## About Oxylabs Established in 2015, Oxylabs is a market-leading web intelligence collection platform, driven by the highest business, ethics, and compliance standards, enabling companies worldwide to unlock data-driven insights. [![image](https://oxylabs.io/images/og-image.png)](https://oxylabs.io/)
Made with ☕ by Oxylabs. Feel free to give us a ⭐ if MCP saved you a weekend.
## ✨ Key Features
Scrape content from any site
- Extract data from any URL, including complex single-page applications - Fully render dynamic websites using headless browser support - Choose full JavaScript rendering, HTML-only, or none - Emulate Mobile and Desktop viewports for realistic rendering
Automatically get AI-ready data
- Automatically clean and convert HTML to Markdown for improved readability - Use automated parsers for popular targets like Google, Amazon, and more
Bypass blocks & geo-restrictions
- Bypass sophisticated bot protection systems with high success rate - Reliably scrape even the most complex websites - Get automatically rotating IPs from a proxy pool covering 195+ countries
Flexible setup & cross-platform support
- Set rendering and parsing options if needed - Feed data directly into AI models or analytics tools - Works on macOS, Windows, and Linux
Built-in error handling and request management
- Comprehensive error handling and reporting - Smart rate limiting and request management
--- ## Why Oxylabs MCP?  🕸️ ➜ 📦 ➜ 🤖 Imagine telling your LLM *"Summarise the latest Hacker News discussion about GPT‑5"* – and it simply answers. MCP (Multi‑Client Proxy) makes that happen by doing the boring parts for you: | What Oxylabs MCP does | Why it matters to you | |-------------------------------------------------------------------|------------------------------------------| | **Bypasses anti‑bot walls** with the Oxylabs global proxy network | Keeps you unblocked and anonymous | | **Renders JavaScript** in headless Chrome | Single‑page apps, sorted | | **Cleans H ---