Web Scraping & Data Collection MCP Servers

Semantic Scholar

Provides comprehensive access to academic paper data, author information, and citation networks via the Semantic Scholar API.

Deno2 Playwright

Enables LLMs to interact with and automate web pages using Playwright in a Deno 2 environment.

Weather Server

Retrieves current weather conditions for any city worldwide using the Open-Meteo API.

Perplexity

Integrates Perplexity AI's web search capabilities into large language models via the Model Context Protocol.

Python Protocol Examples

Provides examples for building Model Context Protocol servers using `fastmcp` and `fastapi_mcp` Python libraries.

Danmarks Statistik

Exposes the Danmarks Statistik's Statistikbank API as programmable resources for easy integration with language models and AI applications.

Huoshui Fetch

Fetches, converts, and extracts various data types from web pages for structured processing.

Secure Privacy

Automatically integrate GDPR-compliant cookie consent banners into websites with a single AI command.

YouTube Transcript

Extracts, searches, and analyzes YouTube video transcripts, integrating with Model Context Protocol (MCP) compatible AI clients.

Market Data

Provides real-time financial market data, including stocks, crypto, technicals, and sentiment, for AI assistants without requiring API keys.

Coworking Skill

Scrapes Google Maps for free coworking spaces using a headless browser, providing a list of workspace links without requiring API keys.

DuckDuckGo

Serves DuckDuckGo HTML search results, extracting titles, URLs, and snippets with built-in caching and bot detection retries.

GEOScore

Optimizes websites for Generative Engine Optimization (GEO) to enhance visibility in AI search engines.

IP Patent Trademark Intelligence

Provides comprehensive intellectual property intelligence for patent searches, trademark monitoring, and infringement risk detection.

Newsstack

Aggregates articles from diverse sources, deduplicates, clusters related stories, and exposes structured news data to AI agents.

Web LLM Aggregator

Integrate web versions of popular large language models into your AI IDE as callable tools.

Nodriver

Enable undetected browser automation for AI coding agents by leveraging direct CDP communication to bypass anti-bot systems.

Reddit

Enables large language models to fetch and read content directly from Reddit, including posts, comments, and subreddit listings, without requiring API keys.

Lecture Assistant

Generates comprehensive study notes from YouTube lectures by integrating video transcripts, Wikipedia concept explanations, and relevant arXiv papers without requiring any API keys.

Robots.txt AI

Visually manage AI bot access to your website for optimal SEO control.