# MrScraper Docs

## api
- [Authentication](https://docs.mrscraper.com/docs/api/authentication): Learn how to authenticate your requests to the MrScraper API using API tokens, including best practices for security and usage.
- [Error Handling](https://docs.mrscraper.com/docs/api/error-handling): Learn about the error handling mechanisms in the MrScraper API, including common error codes, response formats, and best practices for managing errors in your applications.
- [API Overview](https://docs.mrscraper.com/docs/api/overview): Comprehensive documentation for MrScraper's API endpoints, including authentication, pagination, error handling, and scraper management.
- [Pagination](https://docs.mrscraper.com/docs/api/pagination): Understand how pagination works in the MrScraper API, including parameters for controlling page size and navigating through large datasets.
- [Response Headers](https://docs.mrscraper.com/docs/api/response-headers): Learn how to monitor token usage, bandwidth usage, execution runtime, and target HTTP status codes returned in API response headers.
- [AI Search](https://docs.mrscraper.com/docs/api/pdp/ai-search): Learn the common fields for AI Search PDP endpoints and example providers.
- [Article](https://docs.mrscraper.com/docs/api/pdp/article): Learn the common fields for article PDP endpoints and example domains.
- [Hotel](https://docs.mrscraper.com/docs/api/pdp/hotel): Learn the common fields for hotel and accommodation PDP endpoints and example domains.
- [Job Posting](https://docs.mrscraper.com/docs/api/pdp/job-posting): Learn the common fields for job posting PDP endpoints and example domains.
- [Product](https://docs.mrscraper.com/docs/api/pdp/product): Learn the common fields for product PDP endpoints and example domains.
- [Property](https://docs.mrscraper.com/docs/api/pdp/property): Learn the common fields for real estate property PDP endpoints and example domains.
- [Restaurant](https://docs.mrscraper.com/docs/api/pdp/restaurant): Learn the common fields for restaurant PDP endpoints and example domains.
- [Tour](https://docs.mrscraper.com/docs/api/pdp/tour): Learn the common fields for tour and activity PDP endpoints and example domains.
- [1688 Search Results Scraper](https://docs.mrscraper.com/docs/api/ecommerce/1688/cbc-scraper): Scrape product listings, prices, and e-commerce data using the 1688 Search Results Scraper API endpoint.
- [Alibaba Search Results Scraper](https://docs.mrscraper.com/docs/api/ecommerce/alibaba/cbc-scraper): Scrape product listings, prices, and e-commerce data using the Alibaba Search Results Scraper API endpoint.
- [Coupang PDP Scraper](https://docs.mrscraper.com/docs/api/ecommerce/coupang/pdp-scraper): Scrape product listings, prices, and e-commerce data using the Coupang PDP Scraper API endpoint.
- [Coupang Review Scraper](https://docs.mrscraper.com/docs/api/ecommerce/coupang/review-scraper): Scrape product listings, prices, and e-commerce data using the Coupang Review Scraper API endpoint.
- [Coupang Search Results Scraper](https://docs.mrscraper.com/docs/api/ecommerce/coupang/search-scraper): Scrape product listings, prices, and e-commerce data using the Coupang Search Results Scraper API endpoint.
- [Lazada Search Results Scraper](https://docs.mrscraper.com/docs/api/ecommerce/lazada/cbc-scraper): Scrape product listings, prices, and e-commerce data using the Lazada Search Results Scraper API endpoint.
- [Lazada PDP Scraper](https://docs.mrscraper.com/docs/api/ecommerce/lazada/pdp-scraper): Scrape product listings, prices, and e-commerce data using the Lazada PDP Scraper API endpoint.
- [Naver PDP Scraper](https://docs.mrscraper.com/docs/api/ecommerce/naver/pdp-scraper): Scrape product listings, prices, and e-commerce data using the Naver PDP Scraper API endpoint.
- [Naver Search Results Scraper](https://docs.mrscraper.com/docs/api/ecommerce/naver/search-all-scraper): Scrape product listings, prices, and e-commerce data using the Naver Search Results Scraper API endpoint.
- [Shein PDP Scraper](https://docs.mrscraper.com/docs/api/ecommerce/shein/scraper): Scrape product listings, prices, and e-commerce data using the Shein PDP Scraper API endpoint.
- [Shopee Scraper](https://docs.mrscraper.com/docs/api/ecommerce/shopee/scraper): Scrape product listings, prices, and e-commerce data using the Shopee Scraper API endpoint.
- [TikTok PDP Scraper](https://docs.mrscraper.com/docs/api/ecommerce/tiktok/pdp-scraper): Scrape product listings, prices, and e-commerce data using the TikTok PDP Scraper API endpoint.
- [TikTok Shop Search Scraper](https://docs.mrscraper.com/docs/api/ecommerce/tiktok/shop-products): Scrape product listings, prices, and e-commerce data using the TikTok Shop Search Scraper API endpoint.
- [Walmart PDP Scraper](https://docs.mrscraper.com/docs/api/ecommerce/walmart/pdp-scraper): Scrape product listings, prices, and e-commerce data using the Walmart PDP Scraper API endpoint.
- [Walmart Review Scraper](https://docs.mrscraper.com/docs/api/ecommerce/walmart/review-scraper): Scrape product listings, prices, and e-commerce data using the Walmart Review Scraper API endpoint.
- [Get Google SERP Async Result](https://docs.mrscraper.com/docs/api/seo/google/async-result)
- [Google SERP Scraper (Async)](https://docs.mrscraper.com/docs/api/seo/google/async)
- [Google SERP Scraper (Sync)](https://docs.mrscraper.com/docs/api/seo/google/sync)
- [Agoda Hotel Data Scraper](https://docs.mrscraper.com/docs/api/travel/agoda/hotel-scraper): Extract hotel, flight, and travel details using the Agoda Hotel Data Scraper API endpoint.
- [Agoda Hotel Reviews Scraper](https://docs.mrscraper.com/docs/api/travel/agoda/review-scraper): Extract hotel, flight, and travel details using the Agoda Hotel Reviews Scraper API endpoint.
- [Booking.com Hotel Rates Detail Scraper](https://docs.mrscraper.com/docs/api/travel/booking/details-scraper): Extract hotel, flight, and travel details using the Booking.com Hotel Rates Detail Scraper API endpoint.
- [Booking.com Hotel Reviews Scraper](https://docs.mrscraper.com/docs/api/travel/booking/review-scraper): Extract hotel, flight, and travel details using the Booking.com Hotel Reviews Scraper API endpoint.
- [Expedia Hotel Rates and Detail Scraper](https://docs.mrscraper.com/docs/api/travel/expedia/details-scraper): Extract hotel, flight, and travel details using the Expedia Hotel Rates and Detail Scraper API endpoint.
- [Expedia Hotel Details Scraper](https://docs.mrscraper.com/docs/api/travel/expedia/pdp-scraper): Extract hotel, flight, and travel details using the Expedia Hotel Details Scraper API endpoint.
- [Expedia Hotel Reviews Scraper](https://docs.mrscraper.com/docs/api/travel/expedia/review-scraper): Extract hotel, flight, and travel details using the Expedia Hotel Reviews Scraper API endpoint.
- [Expedia Hotel Search Scraper](https://docs.mrscraper.com/docs/api/travel/expedia/search-scraper): Extract hotel, flight, and travel details using the Expedia Hotel Search Scraper API endpoint.
- [Skyscanner Flight Data Scraper](https://docs.mrscraper.com/docs/api/travel/skyscanner/flight-scraper): Extract hotel, flight, and travel details using the Skyscanner Flight Data Scraper API endpoint.
- [Scrape Tiket Flight Data Scraper](https://docs.mrscraper.com/docs/api/travel/tiket/flight-scraper): Extract hotel, flight, and travel details using the Scrape Tiket Flight Data Scraper API endpoint.
- [Tiket Hotel Data Scraper](https://docs.mrscraper.com/docs/api/travel/tiket/hotel-scraper): Extract hotel, flight, and travel details using the Tiket Hotel Data Scraper API endpoint.
- [Trip Hotel Rates and Details Scraper](https://docs.mrscraper.com/docs/api/travel/trip/details-scraper): Extract hotel, flight, and travel details using the Trip Hotel Rates and Details Scraper API endpoint.
- [Trip Flight Data Scraper](https://docs.mrscraper.com/docs/api/travel/trip/flight-scraper): Extract hotel, flight, and travel details using the Trip Flight Data Scraper API endpoint.
- [Trip Hotel Data Scraper](https://docs.mrscraper.com/docs/api/travel/trip/hotel-scraper): Extract hotel, flight, and travel details using the Trip Hotel Data Scraper API endpoint.
- [Trip Hotel Reviews Scraper](https://docs.mrscraper.com/docs/api/travel/trip/review-scraper): Extract hotel, flight, and travel details using the Trip Hotel Reviews Scraper API endpoint.
- [Trip Advisor Hotel Reviews Scraper](https://docs.mrscraper.com/docs/api/travel/tripadv/review-scraper): Extract hotel, flight, and travel details using the Trip Advisor Hotel Reviews Scraper API endpoint.
- [Hotels Hotel Rates and Details Scraper](https://docs.mrscraper.com/docs/api/travel/hotels/details-scraper): Extract hotel, flight, and travel details using the Hotels Hotel Rates and Details Scraper API endpoint.
- [Hotels Hotel Reviews Scraper](https://docs.mrscraper.com/docs/api/travel/hotels/review-scraper): Extract hotel, flight, and travel details using the Hotels Hotel Reviews Scraper API endpoint.
- [Get Proxy Requests Bandwidth](https://docs.mrscraper.com/docs/api/v3/analytic/proxy): Get Proxy Requests Bandwidth using the MrScraper v3 API.
- [Get Analytic Statuses](https://docs.mrscraper.com/docs/api/v3/analytic/status): Get Analytic Statuses using the MrScraper v3 API.
- [Verify API Token](https://docs.mrscraper.com/docs/api/v3/authentication/verify-token): Verify API Token using the MrScraper v3 API.
- [Get All Results](https://docs.mrscraper.com/docs/api/v3/result/all): Get All Results using the MrScraper v3 API.
- [Get a Detailed Result](https://docs.mrscraper.com/docs/api/v3/result/detail): Get a Detailed Result using the MrScraper v3 API.
- [Create and Run AI Scraper](https://docs.mrscraper.com/docs/api/v3/scraper/ai-init): Create and Run AI Scraper using the MrScraper v3 API.
- [Bulk Rerun AI Scraper](https://docs.mrscraper.com/docs/api/v3/scraper/ai-rerun-bulk): Bulk Rerun AI Scraper using the MrScraper v3 API.
- [Rerun an AI Scraper](https://docs.mrscraper.com/docs/api/v3/scraper/ai-rerun): Rerun an AI Scraper using the MrScraper v3 API.
- [AI Scraper Response](https://docs.mrscraper.com/docs/api/v3/scraper/ai-response): Learn about the response structure of the AI Scraper API and how to interpret the results.
- [Cancel Bulk Scraping by Result ID](https://docs.mrscraper.com/docs/api/v3/scraper/cancel-bulk-by-result-id): Cancel Bulk Scraping by Result ID using the MrScraper v3 API.
- [Cancel Bulk Scraping by Scraper ID](https://docs.mrscraper.com/docs/api/v3/scraper/cancel-bulk-by-scraper-id): Cancel Bulk Scraping by Scraper ID using the MrScraper v3 API.
- [Self-Heal a Manual Scraper](https://docs.mrscraper.com/docs/api/v3/scraper/manual-heal): Repair the workflow of a Manual Scraper with AI using the MrScraper v3 API.
- [Bulk Rerun Manual Scraper](https://docs.mrscraper.com/docs/api/v3/scraper/manual-rerun-bulk): Bulk Rerun Manual Scraper using the MrScraper v3 API.
- [Rerun a Manual Scraper](https://docs.mrscraper.com/docs/api/v3/scraper/manual-rerun): Rerun a Manual Scraper using the MrScraper v3 API.
- [Scrape a website using the Web Unlocker](https://docs.mrscraper.com/docs/api/v3/scraper/unblocker-scraping): Scrape a website using the Web Unlocker using the MrScraper v3 API.

## account
- [Manage Billing](https://docs.mrscraper.com/docs/account/billing): Guide on how to manage your billing information and subscriptions.
- [Change Password](https://docs.mrscraper.com/docs/account/password): Guide on how to change your account password

## features
- [Scraper API](https://docs.mrscraper.com/docs/features/activating-api): Learn how to run MrScraper's AI-powered scraper to extract data using the API.
- [Usage Analytics](https://docs.mrscraper.com/docs/features/analytics): Monitor performance metrics, track token usage, and analyze your scraping operations with MrScraper's analytics dashboard.
- [Bulk Scraping](https://docs.mrscraper.com/docs/features/bulk-scraping): Learn how to efficiently scrape multiple URLs using our bulk scraping features.
- [Cookie](https://docs.mrscraper.com/docs/features/cookie): Learn how to use your cookies in MrScraper to access restricted content.
- [Marketplace](https://docs.mrscraper.com/docs/features/marketplace): Discover ready-to-use scrapers for popular websites and use cases.
- [Proxy](https://docs.mrscraper.com/docs/features/proxy): Configure proxy routing on your individual scrapers to mask your IP, bypass geo-restrictions, and improve scraping reliability.
- [Scrapers Result](https://docs.mrscraper.com/docs/features/result): How to access results from scrapers
- [S3 Storage](https://docs.mrscraper.com/docs/features/s3-storage): Learn how to save your scraped data to an S3 bucket using MrScraper.
- [Schedule](https://docs.mrscraper.com/docs/features/schedule): This guide explains how to schedule your scrapers to run at specific times or intervals.
- [Team](https://docs.mrscraper.com/docs/features/team): Learn how to create a team to share your scrapers.
- [Web Unblocker](https://docs.mrscraper.com/docs/features/unblocker): Bypass anti-scraping measures and access geo-restricted content with MrScraper's advanced Web Unblocker technology.
- [Manual Scraper](https://docs.mrscraper.com/docs/features/manual-scraper): Step by step guide to using the Manual Scraper in MrScraper
- [Self-Healing](https://docs.mrscraper.com/docs/features/manual-scraper/self-healing): Let AI automatically generate, repair, and extend Manual Scraper workflows from the dashboard or through the Self-Heal API.
- [Templates](https://docs.mrscraper.com/docs/features/manual-scraper/templates): Use JavaScript IIFE templates to parse page content, fetch API data, and capture API responses while scrolling.
- [General Agent](https://docs.mrscraper.com/docs/features/ai-scraper/general): Use the AI Scraper General Agent to extract structured data from single web pages using natural language prompts.
- [AI Scraper](https://docs.mrscraper.com/docs/features/ai-scraper): Learn how to use MrScraper's AI-powered scraper to extract data effortlessly with prompts.
- [Listing Agent](https://docs.mrscraper.com/docs/features/ai-scraper/listing): AI-powered scraper that extracts data from listing pages with automated browser navigation for pagination, infinite scroll, and load-more buttons.
- [Map Agent](https://docs.mrscraper.com/docs/features/ai-scraper/map): Discover and extract every URL from a website in seconds using the Map Agent.
- [PDP Cache Agent](https://docs.mrscraper.com/docs/features/ai-scraper/pdp): Pre-built agents that scrape Product Detail Pages (PDP) with lower cost, faster response, and more complete data from cached sources.
- [Multi-Agent Flow](https://docs.mrscraper.com/docs/features/ai-scraper/multi-agent-flow): Combine MrScraper's AI agents to create powerful end-to-end scraping workflows for large-scale data extraction.
- [Two Agents Flow](https://docs.mrscraper.com/docs/features/ai-scraper/multi-agent-flow/list): Learn how to crawl targeted listing pages using the Listing Agent, and collect all product detail pages using the General Agent.
- [Three Agents Flow](https://docs.mrscraper.com/docs/features/ai-scraper/multi-agent-flow/single): Learn how to use MrScraper's Multi-Agent Flow starting from a single seed URL to extract comprehensive data using Map, Listing, and General Agents.
- [Real-World Use Cases](https://docs.mrscraper.com/docs/features/ai-scraper/multi-agent-flow/use-cases): Explore practical applications of MrScraper's Multi-Agent Flow for comprehensive data extraction from websites.

## getting-started
- [Token Plan](https://docs.mrscraper.com/docs/getting-started/api-token): Learn how tokens work in MrScraper and how to create your own API token for authentication.
- [Billing](https://docs.mrscraper.com/docs/getting-started/billing): Learn about MrScraper's subscription plans, token usage, billing cycles.
- [CLI](https://docs.mrscraper.com/docs/getting-started/cli): Use the MrScraper CLI to scrape, crawl, and extract data from the web directly from your terminal.
- [MCP Server](https://docs.mrscraper.com/docs/getting-started/mcp-server): Access MrScraper’s web scraping API via a Model Context Protocol (MCP) server to enable AI agents to fetch and extract web data securely.
- [Migrating from Platform v2 to v3](https://docs.mrscraper.com/docs/getting-started/migration-guides): Understands how Platform v2 and v3 differ and how data is migrated between them.
- [Overview](https://docs.mrscraper.com/docs/getting-started/overview): Your all-in-one guide to understanding, configuring, and using our scraping platform.
- [Playground](https://docs.mrscraper.com/docs/getting-started/playground): Test API requests, explore features, and generate code without writing code.
- [Quickstart](https://docs.mrscraper.com/docs/getting-started/quickstart): A step-by-step guide to help you scrape data quickly using MrScraper.

## guides
- [E-commerce](https://docs.mrscraper.com/docs/guides/ecommerce): Learn how to scrape product details from e-commerce websites using our Listing Scraper.
- [Job Listing](https://docs.mrscraper.com/docs/guides/job-listing): Learn how to use MrScraper to extract job postings from real websites for analysis, hiring trends, or app development.
- [Optimizing Cost](https://docs.mrscraper.com/docs/guides/optimizing-cost): Learn practical strategies to minimize scraping costs while maintaining accuracy and efficiency.
- [Create and Run a Scraper Programmatically](https://docs.mrscraper.com/docs/guides/programmatically): Learn how to create an AI scraper once and use it programmatically via API. Set up once, automate everywhere.
- [Real Estate](https://docs.mrscraper.com/docs/guides/real-estate): Learn how to use MrScraper to extract property listings from real estate websites for market analysis, investment research, or property aggregation.
- [Sentiment Analysis](https://docs.mrscraper.com/docs/guides/sentiment-analysis): A guide to performing sentiment analysis using our scraper.
- [Flight Price](https://docs.mrscraper.com/docs/guides/travel-hospitality): Learn how to use MrScraper to extract flight prices, airlines, and schedules for price monitoring and booking analysis.
- [Lecho](https://docs.mrscraper.com/docs/guides/complex-website/lecho): Step-by-step instructions for scraping content from Lecho.
- [Wetu](https://docs.mrscraper.com/docs/guides/complex-website/wetu): Step-by-step instructions for scraping content from Wetu with the manual workflow.

## integrations
- [ClawHub](https://docs.mrscraper.com/docs/integrations/clawhub): Install the MrScraper skill on ClawHub to give your OpenClaw agent AI-powered, unblockable web scraping through natural language.
- [Email](https://docs.mrscraper.com/docs/integrations/email): This guide explains how to connect your scraper to your email to receive scraper notifications.
- [LangChain SDK](https://docs.mrscraper.com/docs/integrations/langchain): Use MrScraper as LangChain tools via the langchain-mrscraper package—fetch HTML, run AI and manual scrapers, and list results from agents.
- [Node.js SDK](https://docs.mrscraper.com/docs/integrations/node): Scrape, crawl, and extract structured data from websites using the MrScraper Node SDK.
- [Python SDK](https://docs.mrscraper.com/docs/integrations/python): Install and use the MrScraper Python SDK (mrscraper-sdk) to call the MrScraper API asynchronously.
- [SQL/Database](https://docs.mrscraper.com/docs/integrations/sql): This guide walks you through how to connect your MrScraper scrapers to external SQL databases.
- [Webhook](https://docs.mrscraper.com/docs/integrations/webhook): This guide walks you through how to notify your scraper result using webhooks.
- [Zapier](https://docs.mrscraper.com/docs/integrations/zapier): This guide walks you through how to connect your MrScraper scrapers to Zapier for automation.
- [Apify](https://docs.mrscraper.com/docs/integrations/apify): Run MrScraper as Apify Actors to unblock pages, extract detail and listing data, and pipe results into the Apify platform.
- [MrScraper Listing](https://docs.mrscraper.com/docs/integrations/apify/listing): Apify Actor that extracts structured data from listing and category pages with AI, including pagination across multiple pages.
- [MrScraper PDP](https://docs.mrscraper.com/docs/integrations/apify/pdp): Apify Actor that unblocks and extracts structured data from detail pages — products, articles, hotels, job postings, and more.
- [MrScraper Unblocker](https://docs.mrscraper.com/docs/integrations/apify/unblocker): Apify Actor that retrieves raw HTML from any page, bypassing anti-bot protection and geo restrictions.
- [Get Your Account Information](https://docs.mrscraper.com/docs/integrations/n8n/account): Learn how to retrieve your MrScraper account information directly within n8n using the MrScraper node.
- [Create a Scraper](https://docs.mrscraper.com/docs/integrations/n8n/create-scraper): This guide walks you through creating a scraper using n8n node and exporting results to Google Sheets
- [n8n](https://docs.mrscraper.com/docs/integrations/n8n): This guide explains how to connect your scraper to n8n to automate workflows
- [Listing & General Agents](https://docs.mrscraper.com/docs/integrations/n8n/listing-general): This workflow automates data extraction from real estate listing websites using a two-agent approach.
- [Map & General Agents](https://docs.mrscraper.com/docs/integrations/n8n/map-general): This workflow uses a two-agent approach to scrape entire websites.
- [Map & Listing & General Agents](https://docs.mrscraper.com/docs/integrations/n8n/map-listing-general): This workflow combines three powerful agents for comprehensive website scraping.

## support
- [Changelog](https://docs.mrscraper.com/docs/support/changelog): List of changes and updates made to MrScraper
- [FAQs](https://docs.mrscraper.com/docs/support/faq): Frequently asked questions about MrScraper
- [Glossary of Terms](https://docs.mrscraper.com/docs/support/glossary): Definitions of key terms used in MrScraper

## residential-proxy
- [Authentication](https://docs.mrscraper.com/docs/residential-proxy/configuration/authentication): Learn how to authenticate with Residential Proxy using different username patterns and configurations.
- [Country Codes](https://docs.mrscraper.com/docs/residential-proxy/configuration/country-codes): Learn about ISO 3166 country codes and how to target specific countries with Residential Proxy.
- [IP Authorization](https://docs.mrscraper.com/docs/residential-proxy/configuration/ip-authorization): Allow trusted IP addresses to use your MrScraper Residential Proxy without entering a username and password.
- [Proxy Types](https://docs.mrscraper.com/docs/residential-proxy/configuration/proxy-types): Understand the different proxy types available with Residential Proxy and when to use each one.
- [Overview](https://docs.mrscraper.com/docs/residential-proxy/getting-started/overview): Your complete guide to understanding and using our Residential Proxy for reliable, high-quality proxy services.
- [Proxy Scraper](https://docs.mrscraper.com/docs/residential-proxy/getting-started/proxy-scraper): A standalone scraping service that routes requests through residential proxies, separate from individual scraper configurations.
- [Troubleshoot URL Access](https://docs.mrscraper.com/docs/residential-proxy/getting-started/troubleshoot-url-access): Diagnose and fix proxy access issues when a target website blocks or fails to respond to requests through MrScraper's Residential Proxy.
- [Verify a Block Manually](https://docs.mrscraper.com/docs/residential-proxy/getting-started/verify-block-manually): Replay a real human browsing session through your Residential Proxy to determine whether a block comes from the target website's defenses or from the proxy itself.
- [CloakBrowser](https://docs.mrscraper.com/docs/residential-proxy/examples/cloakbrowser): Practical CloakBrowser code examples for routing stealth browser traffic through Residential Proxies, separated into JavaScript (Node.js) and Python sections.
- [cURL](https://docs.mrscraper.com/docs/residential-proxy/examples/curl): cURL command-line examples for using Residential Proxy for quick testing and debugging.
- [Go](https://docs.mrscraper.com/docs/residential-proxy/examples/go): Go code examples for using Residential Proxy with net/http package.
- [Node.js](https://docs.mrscraper.com/docs/residential-proxy/examples/nodejs): Node.js code examples for using Residential Proxy with axios, Puppeteer, and native http.
- [Overview](https://docs.mrscraper.com/docs/residential-proxy/examples/overview): Practical code examples for using Residential Proxy with different programming languages and frameworks.
- [PHP](https://docs.mrscraper.com/docs/residential-proxy/examples/php): PHP code examples for using Residential Proxy with cURL and Guzzle.
- [Playwright](https://docs.mrscraper.com/docs/residential-proxy/examples/playwright): Playwright code examples divided by programming language (JavaScript and Python) for using Residential Proxy with browser automation, sticky sessions, and parallel contexts.
- [Puppeteer](https://docs.mrscraper.com/docs/residential-proxy/examples/puppeteer): Puppeteer code examples for using Residential Proxy with Headless Chrome, sticky sessions, page authentication, and geotargeting.
- [Python](https://docs.mrscraper.com/docs/residential-proxy/examples/python): Python code examples for using Residential Proxy with requests, BeautifulSoup, and asyncio.
- [Ruby](https://docs.mrscraper.com/docs/residential-proxy/examples/ruby): Ruby code examples for using Residential Proxy with Net::HTTP and HTTParty.
- [Selenium](https://docs.mrscraper.com/docs/residential-proxy/examples/selenium): Selenium Python code examples for routing browser traffic through Residential Proxy using selenium-wire and Chrome options.
- [Proxy Generator](https://docs.mrscraper.com/docs/residential-proxy/tools/template-generator): Learn how to use the MrScraper dashboard proxy generator to quickly create proxy configurations.