Crawl4AI MCP Server by Nexus Digital Automations

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Crawl4AI

Provider

Nexus Digital Automations

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.

144

Released On

Aug 1, 2025

Popularity Ranking

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

#5,926 (#4,780 this week)

Integrates Crawl4AI's async web crawler to extract webpage content in HTML or markdown formats, capture screenshots, and perform schema-based data extraction using CSS selectors for content research and automated web monitoring.

GitHub Repo (1 stars)

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Integrates Mozilla's Readability algorithm to extract and transform webpage content into clean, LLM-optimized Markdown.

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Jina AI

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Integration to analyze web content, extract key information, and build a personalized Markdown-based knowledge base...

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Est Downloads (All Time)

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Readability (Fetch & Parse)

JMH

Extracts and transforms webpage content into clean, LLM-optimized Markdown by removing non-essential elements while...

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Est Downloads (All Time)

577

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Web Content Extractor

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

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

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UseScraper

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

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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.

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community

Est Downloads (All Time)

125k

Release Date

Jan 18, 2025

Doc Scraper (Jina.ai)

John George

Converts web documentation to clean markdown using Jina.ai's API, enabling easy transformation of online docs for...

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community

Est Downloads (All Time)

1.2k

Release Date

Jan 21, 2025

JinaAI

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Extracts and processes web content for efficient parsing and analysis of online information

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Est Downloads (All Time)

4.7k

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Integrates JinaAI's content extraction and analysis capabilities for web scraping, documentation parsing, and text...

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Est Downloads (All Time)

4.3k

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JinaAI Search

Scott Spence

Integrates JinaAI's search capabilities for web content discovery, information retrieval, and data extraction

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Est Downloads (All Time)

4.3k

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

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Est Downloads (All Time)

8.5k

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Skrape

Skrape.ai

Converts HTML pages into clean, structured Markdown for feeding web content into language models, enabling use cases...

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official

Est Downloads (All Time)

1.9k

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Awesome Cursor

kleneway

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

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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...

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community

Est Downloads (All Time)

288

Release Date

Feb 8, 2025

Google Custom Search

WeiDwonder

Integrates with Google Custom Search Engine to enable automated web crawling, content extraction, and search result...

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community

Est Downloads (All Time)

17.8k

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Simple Website Fetcher

Chris Boden

Fetches website content using Python and MCP, enabling web scraping and content analysis tasks

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Est Downloads (All Time)

433

Release Date

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Est Downloads (All Time)

288

Release Date

Feb 13, 2025

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Performs iterative, deep research on any topic by combining search engines, web scraping, and large language models...

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community

Est Downloads (All Time)

42.6k

Release Date

Feb 15, 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

Firecrawl

Cody De Arkland

Integrates with the Firecrawl API to enable website crawling, content translation, and structured data extraction for...

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community

Est Downloads (All Time)

144

Release Date

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Scraper.is

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

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official

Est Downloads (All Time)

6.3k

Release Date

Mar 3, 2025

WebSearch Tools

m4s1t4

Integrates with web search APIs and crawling tools to enable internet-wide information retrieval, content extraction,...

Classification

community

Est Downloads (All Time)

144

Release Date

Mar 4, 2025

Crawlab

Crawlab Team

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

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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...

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official

Est Downloads (All Time)

3.6k

Release Date

Mar 5, 2025

Tavily Extract

Eric Julianto

Integrates with the Tavily API to extract web page content, enabling efficient web scraping capabilities for projects...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 6, 2025

Web Scraper & DuckDuckGo Search

Surya Madhav

Provides web scraping and DuckDuckGo search capabilities for retrieving and processing web content as markdown.

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community

Est Downloads (All Time)

144

Release Date

Mar 7, 2025

Hyperbrowser

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

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official

Est Downloads (All Time)

32.5k

Release Date

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community

Est Downloads (All Time)

—

Release Date

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Browser Tools

Chi

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

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official

Est Downloads (All Time)

—

Release Date

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Enables web content retrieval in multiple formats including HTML, JSON, plain text, and Markdown through four...

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community

Est Downloads (All Time)

433

Release Date

Mar 18, 2025

Fetch

Jeremy Nixon

Fetches and processes web content into markdown with intelligent image handling for seamless integration into...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 18, 2025

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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

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Pedro

Enables deep web research through parallel multi-query execution, intelligent content extraction, and screenshot...

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community

Est Downloads (All Time)

144

Release Date

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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)

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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

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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

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Provides web content retrieval capabilities through specialized tools for fetching HTML, JSON, text, and Markdown...

Classification

community

Est Downloads (All Time)

288

Release Date

Dec 25, 2024

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

Search1API

fatwang2

Integrates with Search1API to enable web searches, website crawling, and content extraction with configurable...

Classification

community

Est Downloads (All Time)

144

Release Date

Mar 19, 2025

Jina AI Web Search

GARCHENG

Integrates with Jina AI's web search and content fetching APIs, enabling web searches and URL content extraction for...

Classification

community

Est Downloads (All Time)

721

Release Date

Mar 12, 2025

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jae-jae

Fetches and extracts web content using Playwright's headless browser capabilities, delivering clean, readable content...

Classification

community

Est Downloads (All Time)

78k

Release Date

Mar 20, 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

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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

Documentation Markdown Converter

LangChain

Provides AI assistants with access to documentation through a configurable server that converts HTML to Markdown and...

Classification

community

Est Downloads (All Time)

1.2k

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

URL Fetcher

nathanonn

Enables fetching and processing content from URLs in various formats including HTML, JSON, Markdown, and plain text,...

Classification

community

Est Downloads (All Time)

577

Release Date

Mar 23, 2025

Web Fetcher

Everford

Enables web content retrieval and processing through headless browsing with Playwright, extracting clean, readable...

Classification

community

Est Downloads (All Time)

Release Date

Mar 24, 2025

Development Automation Server

Alexander Smirnov

Provides a development automation server with modular architecture for fetching web content, accessing documentation,...

Classification

community

Est Downloads (All Time)

Release Date

Feb 25, 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

DeepResearch

Ameer Alns

Provides a stateful web research system that iteratively explores topics using Firecrawl for searches and GPT-4 for...

Classification

community

Est Downloads (All Time)

3.3k

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 Use

Cobrowser Team

Provides an async browser automation server using OpenAI's GPT-4o model, enabling remote web navigation, content...

Classification

community

Est Downloads (All Time)

8.4k

Release Date

Mar 7, 2025

Web UI Copy

Xiaoke Mao

Transforms webpage content into a fully inlined, script-free HTML document with base64-encoded resources, enabling...

Classification

community

Est Downloads (All Time)

3.2k

Release Date

Mar 7, 2025

SEO Inspector

mgsrevolver

Automates web page SEO analysis by scanning HTML files and websites to identify critical optimization issues like...

Classification

community

Est Downloads (All Time)

866

Release Date

Mar 7, 2025

Mattermost Fetch

Kakehashi Inc

Web scraping server that fetches and processes web content with robust features like robots.txt compliance, LRU...

Classification

community

Est Downloads (All Time)

433

Release Date

Mar 26, 2025

Playwright Scraper

Dennis Lin

Leverages Playwright and BeautifulSoup to enable robust web scraping and content extraction, converting complex...

Classification

community

Est Downloads (All Time)

Release Date

Mar 9, 2025

Documentation Crawler

Jason Ruan

Documentation crawler service that fetches and serves technical documentation from specified sources, enabling access...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 28, 2025

Fetch (Web Content & YouTube Transcripts)

EGOIST

Fetches web content and YouTube video transcripts, converting HTML to Markdown and extracting timestamps for...

Classification

community

Est Downloads (All Time)

40.9k

Release Date

Apr 1, 2025

pure.md

Enables AI access to web content in clean markdown format through unblock-url extraction and search-web capabilities,...

Classification

official

Est Downloads (All Time)

4.8k

Release Date

Apr 2, 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

A11y

Priyankar Kumar

Perform accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI...

Classification

community

Est Downloads (All Time)

6.1k

Release Date

Apr 8, 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

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

Document Crawler & Search

Ali Davoodi

Crawls websites to generate searchable Markdown documentation with vector embeddings for semantic search capabilities...

Classification

community

Est Downloads (All Time)

4.3k

Release Date

Apr 13, 2025

AI Cursor Scraping Assistant

The Web Scraping Club

Streamlines web scraper development for e-commerce sites by analyzing website structure, detecting anti-bot...

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community

Est Downloads (All Time)

6.2k

Release Date

Apr 13, 2025

Jina.ai Reader

kealuya

Provides a bridge to Jina.ai's reader service for fetching and parsing web content from URLs into markdown format...

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community

Est Downloads (All Time)

Release Date

Apr 17, 2025

Web Search and Semantic Similarity

DeepSpring AI

Provides web search and information extraction capabilities using SearchAPI.io for queries, Firecrawl for content...

Classification

community

Est Downloads (All Time)

288

Release Date

Apr 17, 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

Grasp (Browser Automation)

Aircode Labs

Enables AI systems to control web browsers with human-like interactions for navigation, form filling, and content...

Classification

community

Est Downloads (All Time)

—

Release Date

Apr 19, 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

Browser Use

Pietro Zullo

Enables AI to automate web browsing tasks through a unified interface that accepts natural language instructions for...

Classification

community

Est Downloads (All Time)

5.2k

Release Date

Apr 21, 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

WebforAI Text Extractor

Yuta Kobayashi

Extracts and processes web page content into clean, readable markdown format for research and information gathering

Classification

community

Est Downloads (All Time)

288

Release Date

May 3, 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 RAG

Cole Medin

Integrates web crawling with RAG functionality to enable website content retrieval, storage in vector databases, and...

Classification

community

Est Downloads (All Time)

279k

Release Date

May 4, 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

ReviewWebsite

Goon

Converts URLs to Markdown, scrapes web content, extracts links, and generates summaries of web pages for efficient...

Classification

community

Est Downloads (All Time)

421

Release Date

May 7, 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

Web Curl

Rayss

Enables web content retrieval and API interaction with customizable resource blocking, authentication options, and...

Classification

community

Est Downloads (All Time)

1.3k

Release Date

May 24, 2025

Better Fetch

flutterninja9

Fetches and processes web content with nested URL crawling capabilities. Transform any documentation site or web...

Classification

community

Est Downloads (All Time)

4.2k

Release Date

May 28, 2025

Web Search

Howard Chan

Provides web search capabilities through Bing and WeChat search engines plus URL content extraction, using browser...

Classification

community

Est Downloads (All Time)

1.9k

Release Date

May 28, 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

Read Website Fast

Just Every

Extracts web content and converts it to clean Markdown format using Mozilla Readability for intelligent article...

Classification

community

Est Downloads (All Time)

8.4k

Release Date

Jun 12, 2025

Light Research

Code-Hex

Provides web content search and extraction through DuckDuckGo and GitHub Code Search APIs, converting web pages into...

Classification

community

Est Downloads (All Time)

Release Date

Jun 17, 2025

Browser Automation Tools

Winds AI

Provides browser automation capabilities through Chrome extension integration, capturing network activity, taking...

Classification

community

Est Downloads (All Time)

—

Release Date

Jun 17, 2025

Jina AI Reader

jSwords91

Converts web pages into clean Markdown format using Jina AI's r.jina.ai service with automatic content caching, token...

Classification

community

Est Downloads (All Time)

144

Release Date

Jun 21, 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

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

CodeDox

Chris Scott

Crawls documentation websites and extracts code snippets using tree-sitter parsing, automatically categorizing and...

Classification

community

Est Downloads (All Time)

3.5k

Release Date

Jul 15, 2025

Crawl4AI

Cole Medin

Provides advanced web crawling and RAG capabilities through Crawl4AI with semantic search, knowledge graph...

Classification

community

Est Downloads (All Time)

433

Release Date

Jul 15, 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

Supadata

Supadata AI

Integrates with Supadata's web scraping and video transcription services to extract content from web pages into...

Classification

official

Est Downloads (All Time)

3.5k

Release Date

Jul 14, 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

Tavily

James Kanyiri

Integrates with Tavily's web intelligence platform to provide real-time web search, URL content extraction,...

Classification

community

Est Downloads (All Time)

144

Release Date

Aug 10, 2025

Jina Web Search

hypersniper05

Provides web crawling and search capabilities through Jina AI's API with URL content extraction and semantic web...

Classification

community

Est Downloads (All Time)

433

Release Date

Aug 9, 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

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

Web Fetch

kazuph

Fetches and converts web pages to markdown format with automatic image extraction and proxy support for accessing...

Classification

community

Est Downloads (All Time)

2.1k

Release Date

Aug 20, 2025

Firecrawl

Supercorp

Integrates with Firecrawl API to provide web scraping and search capabilities, enabling extraction of markdown...

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community

Est Downloads (All Time)

Release Date

Aug 21, 2025

Browser Automation

hihuzhen

Provides browser automation through a Chrome extension and WebSocket server, enabling navigation, element...

Classification

community

Est Downloads (All Time)

739

Release Date

Sep 4, 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

LCBRO (Browser Automation)

Max

Provides browser automation and web scraping through Playwright with Chrome DevTools Protocol support, featuring...

Classification

community

Est Downloads (All Time)

721

Release Date

Sep 14, 2025

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

Markdown Web Extractor

Vishwajeet Dabholkar

Extracts clean markdown content from web pages using headless Chrome browser, filtering out navigation and...

Classification

community

Est Downloads (All Time)

144

Release Date

Oct 6, 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

Jina Supabase RAG

Marty Martin

Crawls and indexes documentation websites using Jina AI Reader API and Crawl4AI for intelligent content extraction,...

Classification

community

Est Downloads (All Time)

144

Release Date

Nov 26, 2025

WaterCrawl

Web crawling and scraping with search capabilities

Classification

community

Est Downloads (All Time)

Release Date

Apr 21, 2025

Fetch News

PuWenyin

Scrapes and summarizes news articles from web sources using BeautifulSoup for HTML parsing and OpenAI's API to...

Classification

community

Est Downloads (All Time)

144

Release Date

Dec 1, 2025