Web Scraping & Data Collection MCP Servers

Browser Operator

Enables LLMs to control web browsers through a standardized JSON-RPC interface for automation and analysis.

Anchor Browser

Enables large language models to interact with web pages through Anchor's cloud-based browsers.

Gahmen

Provides easy access to publicly available datasets and collections from the Government of Singapore's data.gov.sg APIs.

Arxiv Research Server

Facilitates searching, organizing, and summarizing academic papers from arXiv.

Crawl4AI

Provides Micro Content Protocol servers for converting web pages and performing web searches.

Data-Forge

Transforms any LLM into a powerful Data Science Assistant by providing high-performance tools for data processing, analysis, and visualization.

SWLC Lottery

Provides comprehensive lottery drawing results, historical data, and analytical tools for Shanghai Welfare Lottery games.

Stock Assistant

Provides real-time and historical stock market data from the Dongfang Fortune API via a Model Context Protocol server.

Twitter Username Changes

Tracks historical changes of Twitter usernames to identify potentially suspicious activity.

Patchright

Enables browser automation by inheriting authenticated session states from local Chrome, Edge, or Chromium browsers, supporting cross-platform cookie decryption.

Twolven Puppeteer

Automates browser interactions for LLMs using Playwright, enabling web page navigation, screenshot capture, and JavaScript execution.

Kap Tr

Accesses financial data and announcements from the Public Disclosure Platform (KAP).

Google Search

Enables web searches using Google Custom Search API and extracts content from webpages.

Firecrawl

Integrates advanced web scraping, crawling, and data extraction capabilities into LLM clients such as Cursor, Claude, and Windsurf.

AusLaw

Locates Australian primary sources of law, surfaces neutral citation fallbacks, and extracts full-text content with OCR support for archival PDFs.

DNSDumpster

Enables AI assistants to perform DNS reconnaissance through natural language requests.

Browser

Enables AI assistants to control a web browser through a WebSocket-based Model Context Protocol server.

Agent Skills

Equip AI agents with specialized cognitive modules to assume distinct personas, philosophical frameworks, and execution capabilities.

Search Analytics

Provides unified access to Google Analytics 4 and Search Console data through a Model Context Protocol (MCP) interface.

Medium Article Accelerator

Fetches and summarizes Medium.com articles by tag for use with LLMs such as Claude Desktop.