Web Scraping & Data Collection MCP Servers

LeetCode Environment Creator

Generates local LeetCode practice environments based on problem URLs and specified programming languages.

GeoGuessr

Analyzes GeoGuessr game statistics, offering multi-user support, automatic API monitoring, and dynamic schema adaptation for data retrieval.

YouTube Content

Analyzes YouTube content by searching videos, extracting subtitles, and retrieving detailed channel information.

Bookmark Geni

Enables natural language search for local browser bookmarks by processing and indexing their content.

Airbnb Search

Searches Airbnb listings and retrieves detailed information, providing direct links to the listings.

Autopilot Browser

Enables AI agents like Claude Desktop to discover and execute automated browser workflows.

Guozaoke

Retrieves information, topics, and content from the Guozaoke forum.

Edinburgh Festivals

Query the Edinburgh Festivals API for event and venue information, including historical data.

Selenium

Provides a Model Context Protocol (MCP) server for browser automation using Selenium WebDriver, designed for integration with a browserless service.

Firecrawl

Integrates with the Firecrawl API to provide advanced web scraping, crawling, and data extraction capabilities to Model Context Protocol (MCP) compatible applications.

Kwrds.ai

Integrates advanced keyword research and SEO tools into Model Context Protocol (MCP) clients.

News

Aggregates multi-source news, applying AI for synthesis and bias removal, while using conversation-aware caching for persistent information retrieval.

Claude Browser

Empowers AI assistants with comprehensive web interaction capabilities, including navigation, content extraction, and form automation via Playwright.

Stock Price

Provides real-time and historical stock market data for various global exchanges through a FastMCP-based query server.

Dresden OpenData

Enables AI agents to automatically discover, fetch, and process open civic datasets from Dresden's OpenData Portal.

Substack Fetcher

Fetches and reads articles from a specified Substack publication, formatting the content for use with AI assistants.

Memecoin Radar

Monitor real-time trends for Solana memecoins, Pump.fun launches, and Key Opinion Leader (KOL) trades.

Indian Stock

Provides real-time and historical Indian stock market data, news, and company insights for integration into AI models.

Fetch News

Gathers news articles and leverages AI for processing and analysis.

Analysis Alpaca

Provides a production-ready Model Context Protocol (MCP) server for comprehensive research and analysis, integrating web and academic search with intelligent content extraction and an optional interactive web interface.