Tools for simulating browser behavior for web scraping

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Tools for simulating browser behavior for web scraping

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Why this server?
This server is an excellent fit as it specifically enables AI models to scrape and extract data while bypassing anti-bot systems and rendering JavaScript content, which is necessary to 'simulate browser behaviour'.
Thordata MCP Server
xja1023789-collab
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security
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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.
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MIT License
Why this server?
This is a direct match, enabling 'undetectable browser automation' specifically to bypass anti-bot systems like Cloudflare, perfectly matching the requirement to 'simulate browser behaviour' for effective scraping.
Stealth Browser MCP
vibheksoni
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security
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license
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Enables AI agents to perform undetectable browser automation that bypasses Cloudflare, antibots, and social media blocks. Provides 105 tools for element extraction, network debugging, and real-world web scraping with a 98.7% success rate on protected sites.
Last updated -
78
MIT License
Why this server?
This server uses Puppeteer-Extra with a Stealth Plugin to enable enhanced browser automation that 'emulates human behavior and avoids detection,' which directly addresses the goal of simulating realistic user behavior for scraping.
Puppeteer-Extra MCP Server
gpaul-faldin
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security
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license
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quality
A Model Context Protocol server that provides enhanced browser automation capabilities using Puppeteer-Extra with Stealth Plugin, enabling LLMs to interact with web pages in a way that better emulates human behavior and avoids detection as automation.
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2
MIT License
Why this server?
This tool enables 'reverse engineering of web applications' through 'browser automation' and network traffic capture, making it highly suitable for deep web scraping and simulation.
WebScout MCP
pyscout
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security
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license
A
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?
This server uses the Playwright framework to perform 'browser automation and web page interactions,' a key technology for simulating browser behavior required for advanced scraping.
Playwright MCP
mattreya
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security
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license
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Enables LLMs to perform browser automation and web page interactions using Playwright's accessibility tree instead of screenshots. Provides fast, deterministic web automation through structured data without requiring vision models.
Last updated -
524,380
Apache 2.0
Why this server?
This server specifically mentions enabling LLMs to 'scrape web content' and execute JavaScript in a real browser environment using Playwright, confirming its direct relevance to the user's request.
Playwright MCP Server
BhanuTJ93
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security
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license
A
quality
A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, generate test code, scrape web content, and execute JavaScript in real browser environments.
Last updated -
31
8,548
MIT License
Why this server?
This tool enables AI applications to 'automate your existing browser using your logged-in profile,' offering a seamless way to simulate authenticated and human-like browsing sessions for scraping.
Browser MCP Server
sac916
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security
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license
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quality
Enables AI assistants to automate web browsers through Playwright, providing capabilities for navigation, content extraction, form filling, screenshot capture, and JavaScript execution. Supports multiple browser engines with comprehensive error handling and security features.
Last updated -
1
Why this server?
Focuses on enabling 'browser automation and web interaction through structured accessibility snapshots using Playwright,' providing the necessary tooling for simulating user interaction for data extraction.
Playwright MCP Server
amrendra05
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security
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license
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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?
This server specifically supports 'browser automation, web content extraction, and LLM-powered data transformation using Playwright,' which is ideal for performing web scraping tasks efficiently.
Low Cost Browsing MCP Server
lcbro
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security
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license
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quality
Enables browser automation, web content extraction, and LLM-powered data transformation using Playwright. Supports session management, authentication flows, and works with local LLMs (Ollama, JAN AI) or external providers to clean and structure extracted web data.
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3
5
Why this server?
Provides browser automation capabilities using Playwright for navigation, element interaction, and screenshot capture, essential functions for simulating human-like interaction during web scraping.
Playwright MCP Server
epi-builder
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security
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license
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quality
Enables web browser automation through Playwright, providing tools for navigation, element interaction, screenshot capture, and accessibility snapshots. Uses streamableHttp transport for seamless integration with MCP clients.
Last updated -
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