Web Scraping & Data Collection MCP Servers

Playwright

Provides browser automation capabilities to large language models by leveraging Playwright's accessibility tree for web interaction.

Agent

Transforms documentation into intelligent, searchable knowledge bases using advanced vector embeddings and Retrieval-Augmented Generation.

Workshop

Integrates external APIs into developer environments via custom Model Context Protocol servers.

Playwright

Automates web browsers through a Model Context Protocol server, providing programmatic control over browser actions.

Yahoo Finance

Retrieves comprehensive financial data from Yahoo Finance, including historical stock prices, company information, financial statements, options data, and market news.

Contest Calendar Reminder

Automates the fetching of upcoming coding contests from various platforms, storing them locally, and syncing them to Google Calendar with notifications.

YouTube Subtitle

Fetches YouTube video subtitles and transcripts, converting them into multiple formats including SRT, VTT, TXT, and JSON.

FoFa

Provides access to FoFa API functionality through the Model Context Protocol, allowing AI assistants to query information about internet-connected devices and services.

Web Scraper

Enables AI agents and Large Language Models to perform basic web scraping operations for fetching, cleaning, and extracting web content.

DataForSEO

Provides a standardized interface for AI assistants to access a wide range of DataForSEO APIs and obtain comprehensive SEO data.

QQ Channel Scraper

Efficiently collects and downloads multimedia content, including images, GIFs, and videos, from QQ Channels.

BrowserCat

Provides cloud-based browser automation capabilities, enabling AI models to interact with web pages and execute JavaScript without local browser installations.

Selenium

Enables browser automation through a Model Context Protocol (MCP) server implementation for Selenium WebDriver.

Amazon Cart

Automates interactions with your Amazon cart, enabling AI assistants to search for products, add items, and view contents via secure browser control.

YTT

Retrieves YouTube video transcripts for integration with AI assistants and other applications.

Websearch OpenAPI

Provides a web search interface via OpenAPI and MCP, utilizing Google and SearXNG for integration with tools like Open-WebUI and Cherry-Studio.

PDFtotext

Extracts text from PDF documents using the robust `pdftotext` utility, designed for reliable integration with Model Context Protocol servers.

Ticketmaster

Discovers events, venues, and attractions through the Ticketmaster Discovery API.

Tavily

Empowers AI systems to access real-time web information and perform advanced data extraction, mapping, and crawling.

Shakespeare

Automates browser interactions and inspects CSSOM for comprehensive web page analysis and style debugging.