Why this server?
Explicitly designed to scrape and extract structured data from any website globally, bypass anti-bot systems, render JavaScript content, and output the results in formats suitable for LLMs (Markdown, HTML, or Links).
-security-license-qualityEnables 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 updatedMITWhy this server?
Enables comprehensive web scraping and crawling capabilities for LLMs, supporting both single-page extraction and multi-page crawling, with the ability to handle JavaScript rendering and output structured data.
-securityFlicense-qualityEnables 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 updated36Why this server?
A powerful server focused on converting web content into structured data formats optimized for LLMs, facilitating deep web research and information structuring.
AsecurityAlicense-qualityA 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 updated860MITWhy this server?
Dedicated tool to extract structured data (JSON) from unstructured web content using natural language prompts, ideal for turning complex web pages into usable data points for LLMs.
-security-license-qualityExtract structured data from any website with a simple SDK call. No scraping code, no headless browsers - just prompt and get JSON.Last updated60Why this server?
Allows LLMs to interact with web pages and extract data using Playwright's accessibility tree, ensuring deterministic and structured output based on UI elements rather than unreliable screen captures.
-securityAlicense-qualityEnables 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 updated2,731,674Apache 2.0Why this server?
Uses specialized APIs (Tavily Search and Crawl) to perform complex web research, gathering and structuring data specifically for the purpose of creating high-quality, documented content for LLMs.
Asecurity-license-qualityA Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.Last updated12612MITWhy this server?
Designed for browser automation and web content extraction, it cleans and structures the extracted web data (including JavaScript content) for efficient use by local or external LLMs.
-securityFlicense-qualityEnables 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.Last updated226Why this server?
Focuses on converting raw webpage HTML into clean, structured, and LLM-optimized Markdown by removing clutter (ads, navigation, headers), ensuring the LLM receives only core content.
AsecurityAlicense-qualityExtracts and transforms webpage content into clean, LLM-optimized Markdown. Returns article title, main content, excerpt, byline and site name. Uses Mozilla's Readability algorithm to remove ads, navigation, footers and non-essential elements while preserving the core content structure.Last updated13616MITWhy this server?
Provides granular web scraping through CSS selectors, allowing the user (or LLM) to define exactly which structured elements (text, links, tables) should be extracted from a page.
-securityFlicense-qualityA lightweight web scraping server that allows Claude Desktop users to extract various types of data from websites, including text, links, images, tables, headlines, and metadata using CSS selectors.Last updated4