Real-time web scraping implementation

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Real-time web scraping implementation

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Why this server?
This server is highly relevant as it explicitly 'Enables AI models to scrape and extract data from any website globally,' specifying that it 'Bypasses anti-bot systems and renders JavaScript content,' which is crucial for modern real-time web scraping.
Thordata MCP Server
xja1023789-collab
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security
A
license
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quality
Enables AI models to scrape and extract data from any website globally using Thordata's 195+ country proxy network. Bypasses anti-bot systems and renders JavaScript content, outputting structured data in Markdown, HTML, or Links format.
Last updated -
MIT License
Why this server?
This is a strong fit for 'real-time web scraping' as it explicitly enables 'web scraping and crawling capabilities for LLM clients,' supporting various engines (Playwright, Cheerio, Puppeteer) essential for handling modern, dynamic websites.
AnyCrawl MCP Server
any4ai
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security
F
license
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quality
Enables web scraping and crawling capabilities for LLM clients, supporting single-page scraping, multi-page website crawling, and web search with multiple engines (Playwright, Cheerio, Puppeteer) and flexible output formats including markdown, HTML, text, and screenshots.
Last updated -
16
4
Why this server?
Enables LLM-powered web scraping and content extraction, focusing on transforming webpages to clean markdown for AI, and mentions bypassing anti-bot mechanisms, necessary for effective real-time scraping.
ScrapeGraph MCP Serverofficial
ScrapeGraphAI
A
security
A
license
A
quality
A production-ready Model Context Protocol server that enables language models to leverage AI-powered web scraping capabilities, offering tools for transforming webpages to markdown, extracting structured data, and executing AI-powered web searches.
Last updated -
5
39
MIT License
Why this server?
Designed for complex web scraping, mentioning browser automation, network traffic capture, and streaming API discovery, which are advanced techniques often required for real-time data harvesting.
Scrapy MCP Server
ThreeFish-AI
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security
F
license
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quality
A powerful web scraping MCP server built on Scrapy and FastMCP that supports multiple scraping methods (HTTP, Scrapy, browser automation), anti-detection techniques, form handling, and concurrent crawling. Designed for commercial environments with enterprise-grade features like intelligent retry mechanisms, performance monitoring, and configurable data extraction.
Last updated -
10
1
MIT License
Why this server?
Specializes in web scraping websites affected by bot detection, captchas, or geo-restrictions, making it ideal for accessing difficult or actively protected content in near real-time.
ScrAPI MCP Server
DevEnterpriseSoftware
A
security
F
license
A
quality
A server that enables web scraping of difficult-to-access websites affected by bot detection, captchas, or geolocation restrictions, returning results in either HTML or Markdown format.
Last updated -
2
21
13
Why this server?
Provides fundamental browser automation using Playwright, enabling interaction with dynamic, JavaScript-rendered content, which is essential for accurate and up-to-date web scraping.
Playwright MCP Server
amrendra05
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security
A
license
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quality
Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Supports clicking, typing, navigation, form filling, and other web actions without requiring screenshots or vision models.
Last updated -
524,380
Apache 2.0
Why this server?
Enables advanced web scraping, crawling, and content extraction, providing capabilities for efficiently fetching and structuring web data needed for real-time use.
Firecrawl MCP Server
ampcome-mcps
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security
A
license
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quality
A Model Context Protocol server that enables web scraping, crawling, and content extraction capabilities through integration with Firecrawl.
Last updated -
8
39,239
MIT License
Why this server?
Offers comprehensive browser automation with over 50 specialized functions for navigation and interaction, directly supporting complex, real-time web interaction workflows.
MCP Macaco Playwrightofficial
macacoai
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security
F
license
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quality
Enables comprehensive browser automation and web interaction through Playwright with 50+ specialized functions for navigation, form filling, data extraction, and Chrome DevTools Protocol support. Designed specifically for AI agents to perform complex web workflows including scraping, testing, and automated browsing tasks.
Last updated -
Why this server?
Focuses on browser automation, network traffic capture, and streaming API discovery, indicating tools capable of reverse engineering web apps for real-time data feeds.
WebScout MCP
pyscout
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security
F
license
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quality
Enables reverse engineering of web applications and chat interfaces through browser automation, network traffic capture, and streaming API discovery. Provides comprehensive tools for analyzing network patterns, capturing streaming responses, and automating complex web interactions.
Last updated -
14
2
Why this server?
Enables AI applications to automate the user's existing browser, which is crucial for maintaining login sessions and bypassing basic bot detection when accessing real-time, personalized web content.
Browser MCP
gyanaranjans
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security
A
license
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quality
Enables AI applications to automate your existing browser using your logged-in profile. Provides fast, private browser automation that avoids bot detection by working with your real browser fingerprint.
Last updated -
6,600
Apache 2.0

ScrapeGraph MCP Serverofficial

MCP Macaco Playwrightofficial