AI Cursor Scraping Assistant MCP Server by The Web Scraping Club

MCP Servers Chevron right icon

AI Cursor Scraping Assistant

Provider

The Web Scraping Club

Classification

community

Est. Downloads

This is our estimate of how many downloads occurred of this server across the MCP ecosystem (not specific to any single platform). We use a mix of publicly available data, social signals, and more to feed an algorithm that drives this estimation.

6.2k

Released On

Apr 13, 2025

Popularity Ranking

Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.

#1,267 (#5,723 this week)

Streamlines web scraper development for e-commerce sites by analyzing website structure, detecting anti-bot protections, and generating Scrapy or Camoufox scrapers through a structured workflow.

GitHub Repo (43 stars)

Related Servers

FireCrawl

Mendable

Integration with FireCrawl to provide advanced web scraping capabilities for extracting structured data from complex...

Classification

official

Est Downloads (All Time)

750k

Release Date

Dec 6, 2024

Puppeteer

J Waldor

Integrates Puppeteer-based browser automation for web scraping, testing, and AI model interaction with live web content.

Classification

community

Est Downloads (All Time)

144

Release Date

Jan 7, 2025

Fetch with Images

kazuph

Integrates web scraping and image processing capabilities to fetch, extract, and optimize web content.

Classification

community

Est Downloads (All Time)

48.3k

Release Date

Jan 8, 2025

Web Content Extractor

Brian W. Smith

Extracts and processes web content using TypeScript, Cheerio, and Turndown for tasks like scraping, summarization,...

Classification

community

Est Downloads (All Time)

1.7k

Release Date

Jan 8, 2025

Web Crawler

jitsmaster

Configurable web crawler that extracts structured content from websites while respecting robots.txt rules and...

Classification

community

Est Downloads (All Time)

144

Release Date

Jan 10, 2025

UseScraper

Tane van Wifferen

Integrates with UseScraper API to extract web content in various formats with advanced proxy options and custom data...

Classification

community

Est Downloads (All Time)

577

Release Date

Jan 11, 2025

Browser Use

Saik0s

Integrates with web browsers to enable automated web scraping, form filling, and interaction with web applications.

Classification

community

Est Downloads (All Time)

125k

Release Date

Jan 18, 2025

Browser Use

Jovani Pink

Integrates browser automation with natural language commands for web scraping, form filling, and visual interaction...

Classification

community

Est Downloads (All Time)

8.5k

Release Date

Jan 25, 2025

Awesome Cursor

kleneway

Built for Cursor, integrates screenshot capture, web page structure analysis, and code review capabilities for...

Classification

community

Est Downloads (All Time)

49.5k

Release Date

Feb 5, 2025

Firecrawl

Msparihar

Integrates with the Firecrawl API to enable web scraping and intelligent content searching for extracting structured...

Classification

community

Est Downloads (All Time)

288

Release Date

Feb 8, 2025

Simple Tool (Website Fetcher)

Kirill Markin

Integrates with web servers to fetch and retrieve webpage content for analysis and processing tasks.

Classification

community

Est Downloads (All Time)

288

Release Date

Feb 18, 2025

Scraper.is

Integrates with Scraper.is API to enable web content extraction, structured data parsing, and Markdown conversion for...

Classification

official

Est Downloads (All Time)

6.3k

Release Date

Mar 3, 2025

Crawlab

Crawlab Team

Integrates with Crawlab to enable AI-driven web scraping, task automation, and data extraction workflows through...

Classification

official

Est Downloads (All Time)

866

Release Date

Mar 4, 2025

Scrapezy

Integrates with the Scrapezy API to extract structured data from websites based on user-specified prompts, enabling...

Classification

official

Est Downloads (All Time)

3.6k

Release Date

Mar 5, 2025

Hyperbrowser

Enables web browsing capabilities through tools for content extraction, link following, and browser automation with...

Classification

official

Est Downloads (All Time)

32.5k

Release Date

Mar 17, 2025

Browser Tools

Chi

Enables web browsing capabilities through tools for content extraction, link following, and browser automation with...

Classification

official

Est Downloads (All Time)

—

Release Date

Mar 17, 2025

Oxylabs Web Scraping

Oxylabs

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

Classification

official

Est Downloads (All Time)

58.2k

Release Date

Mar 18, 2025

Web Research

PhialsBasement

Enables AI web browsing through Google search, webpage extraction, and screenshot capture tools with session...

Classification

community

Est Downloads (All Time)

Release Date

Mar 18, 2025

Crawl4AI (Web Scraping & Crawling)

Ritvij Kumar Sharma

Integrates web scraping and crawling capabilities with tools for single-page content extraction, metadata retrieval,...

Classification

community

Est Downloads (All Time)

3.8k

Release Date

Mar 6, 2025

FireCrawl

Mendable

Enables web scraping, crawling, and data extraction through the FireCrawl API with configurable parameters for...

Classification

official

Est Downloads (All Time)

—

Release Date

Mar 18, 2025

Browser Use

Freddie

Enables AI assistants to navigate websites, extract content, and automate browser tasks through asynchronous...

Classification

community

Est Downloads (All Time)

144

Release Date

Mar 18, 2025

Browser Automation

Big Sweet Potato Studio

Enables web browsing capabilities through Puppeteer and Chrome, allowing navigation, content extraction, and...

Classification

community

Est Downloads (All Time)

4.7k

Release Date

Mar 19, 2025

Scrapling Fetch

cyberchitta

Enables AI to access text content from websites protected by bot detection mechanisms through three protection levels...

Classification

community

Est Downloads (All Time)

7.7k

Release Date

Mar 20, 2025

Scrappey

pim97

Bridges AI models with Scrappey's web automation platform, enabling browser session management, HTTP requests, and...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 21, 2025

Web Content Explorer

wolfyy970

Fetches and explores web content with recursive link-following capabilities, using a dual-strategy approach with...

Classification

community

Est Downloads (All Time)

Release Date

Mar 22, 2025

AgentQL

Tiny Fish

Extracts structured data from web pages based on natural language descriptions, converting website content into JSON...

Classification

official

Est Downloads (All Time)

8.1k

Release Date

Mar 15, 2025

Web Content Pick

kilicmu

Extracts structured content from web pages using customizable selectors for crawling, parsing, and analyzing HTML...

Classification

community

Est Downloads (All Time)

5.6k

Release Date

Mar 5, 2025

Docs Scraper

felores

Scrapes web-based documentation through multiple crawling strategies like sitemap traversal and menu navigation,...

Classification

community

Est Downloads (All Time)

288

Release Date

Mar 25, 2025

Browser Automation

Jan Spoerer

Selenium-powered browser automation server that enables web interactions like navigation, clicking, form filling, and...

Classification

community

Est Downloads (All Time)

866

Release Date

Mar 17, 2025

Prysm Web Scraper

Pink Pixel

Provides web scraping capabilities with three specialized tools (scrapeFocused, scrapeBalanced, scrapeDeep) for...

Classification

community

Est Downloads (All Time)

3.8k

Release Date

Apr 4, 2025

Dumpling AI

Provides a bridge to Dumpling AI's data extraction API for performing web searches, scraping content, extracting...

Classification

official

Est Downloads (All Time)

Release Date

Mar 26, 2025

Web Scraper

un4ckn0wl3z

Extracts clean text content from web pages using BeautifulSoup and HTTPX with proper error handling for failed...

Classification

community

Est Downloads (All Time)

144

Release Date

Apr 8, 2025

ScrAPI

DevEnterprise Software

Enables web scraping from sites with bot detection, captchas, or geolocation restrictions through residential proxies...

Classification

official

Est Downloads (All Time)

4.7k

Release Date

Apr 8, 2025

Web Scraper

Vishwajeet Dabholkar

Connects Claude Desktop to a local web scraper for retrieving and processing website content in markdown format with...

Classification

community

Est Downloads (All Time)

433

Release Date

Apr 9, 2025

Chrome Browser Automation

dlwjdtn535

Enables AI-driven web automation through Chrome browser integration for tasks like navigation, interaction, form...

Classification

community

Est Downloads (All Time)

866

Release Date

Apr 17, 2025

Browser Scraping & Search

Raghu6798

Enables web scraping, internet searching, and local file interactions through Playwright, Firecrawl, and Tavily...

Classification

community

Est Downloads (All Time)

288

Release Date

Apr 20, 2025

Crawl4ai Web Crawler

Ken Ye

Provides a bridge to the Crawl4ai web crawling service, enabling extraction of website content with configurable...

Classification

community

Est Downloads (All Time)

577

Release Date

Apr 21, 2025

Website Scraper and Analyzer

Elizabeth Siegle

Enables website analysis and content extraction using Cloudflare Workers, providing tools to scrape, summarize, and...

Classification

community

Est Downloads (All Time)

866

Release Date

May 1, 2025

Crawl4AI

Bjorn Melin

Provides web scraping and crawling capabilities for extracting content from single pages, conducting multi-page...

Classification

community

Est Downloads (All Time)

—

Release Date

May 5, 2025

Puppeteer Vision Web Scraper

Denis Jannot

Automates web scraping by intelligently handling cookie banners, CAPTCHAs, and paywalls to extract clean markdown...

Classification

community

Est Downloads (All Time)

816

Release Date

May 15, 2025

Simplescraper

Integrates with the Simplescraper API to enable automated data extraction from websites without managing direct API...

Classification

official

Est Visitors (All Time)

16.2k

Release Date

May 26, 2025

JobApply

Sakshee5

Automates job application workflows by scraping job postings, analyzing resumes against job descriptions for ATS...

Classification

community

Est Downloads (All Time)

Release Date

May 27, 2025

Web Scraper

navin4078

Provides web scraping capabilities through specialized tools for extracting text, links, images, tables, headlines,...

Classification

community

Est Downloads (All Time)

721

Release Date

Jun 7, 2025

Web Crawler Data Bridge

Ben Caulfield

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

Classification

community

Est Downloads (All Time)

18.8k

Release Date

Jun 19, 2025

Pulse Fetch

PulseMCP

Reliable, configurable tool to fetch or extract clean data from publicly available webpages while bypassing anti-bot...

Classification

official

Est Downloads (All Time)

2.4k

Release Date

Jul 1, 2025

Browser Automation

Diamond-IT-615

Enables browser automation through a WebSocket-connected browser extension, providing tools for extracting page...

Classification

community

Est Downloads (All Time)

144

Release Date

Jul 6, 2025

Web Scraper

Laurence Morgan

Provides web scraping capabilities using Chrome's headless browser with automatic HTTP fallback, handling...

Classification

community

Est Downloads (All Time)

288

Release Date

Jul 15, 2025

Crawl4AI

omgwtfwow

Integrates with Crawl4AI to provide web crawling, content extraction, screenshot capture, PDF generation, and batch...

Classification

community

Est Downloads (All Time)

1.3k

Release Date

Jul 31, 2025

Crawl4AI RAG

Jason Guo

Combines web crawling with vector search to enable content extraction, semantic indexing, and retrieval-augmented...

Classification

community

Est Downloads (All Time)

Release Date

Jul 31, 2025

Crawl4AI

Nexus Digital Automations

Integrates Crawl4AI's async web crawler to extract webpage content in HTML or markdown formats, capture screenshots,...

Classification

community

Est Downloads (All Time)

144

Release Date

Aug 1, 2025

Spider Web Scraper

Bosegluon2

Provides web scraping capabilities using Puppeteer and Cheerio to search Bing, extract webpage content, and convert...

Classification

community

Est Downloads (All Time)

144

Release Date

Aug 14, 2025

LinkedIn Scraper

superyuser

Automates LinkedIn profile data extraction using Selenium WebDriver with anti-detection measures and progressive...

Classification

community

Est Downloads (All Time)

577

Release Date

Aug 24, 2025

Advanced Multi-Tool Analytics

Hezron Kimutai

Multi-purpose server that combines web scraping with content analysis, statistical data visualization, real-time...

Classification

community

Est Downloads (All Time)

—

Release Date

Aug 20, 2025

Scrapling

D4Vinci

Provides advanced web scraping capabilities with browser fingerprint impersonation, dynamic content fetching via...

Classification

official

Est Downloads (All Time)

—

Release Date

Oct 13, 2024

AnyCrawl

AnyCrawl Team

Integrates with the AnyCrawl API to provide web scraping and crawling capabilities with configurable depth limits,...

Classification

official

Est Downloads (All Time)

644

Release Date

Sep 15, 2025

Dumpling AI

Integrates with Dumpling AI's platform to provide web scraping, search, document conversion, multimedia processing,...

Classification

official

Est Downloads (All Time)

—

Release Date

Sep 28, 2025

WebScout

pyscout

Automates reverse engineering of chat interfaces through browser automation and network traffic analysis, capturing...

Classification

community

Est Downloads (All Time)

Release Date

Oct 3, 2025

Browser Automation

hupeng9995

Integrates with web browsers through automated interactions to enable web navigation, content extraction, form...

Classification

community

Est Downloads (All Time)

144

Release Date

Oct 6, 2025

Scraper

cotdp

Extracts content from websites through four core tools for HTML scraping, markdown conversion, text extraction, and...

Classification

community

Est Downloads (All Time)

577

Release Date

Oct 31, 2025

WebClone

Ruslan Magana

Website cloning engine with intelligent crawling, asset downloading, PDF generation, authentication support, and...

Classification

community

Est Downloads (All Time)

144

Release Date

Nov 25, 2025

WaterCrawl

Web crawling and scraping with search capabilities

Classification

community

Est Downloads (All Time)

Release Date

Apr 21, 2025

Autopilot Browser

Integrates with Autopilot Browser's workflow automation platform to search for and execute pre-built browser...

Classification

official

Est Downloads (All Time)

144

Release Date

Nov 6, 2025