Web Scraping & Data Collection MCP Servers

Fetch

Fetches URLs and YouTube video transcripts.

Browserbase

Integrates Browserbase's headless browser capabilities with large language models (LLMs) via the Model Context Protocol (MCP).

YTComment

Enables AI systems to download and analyze YouTube video comments without requiring API keys.

YT Transcript

Fetch and analyze YouTube video transcripts for detailed content insights, bypassing rate limits with CLI-based yt-dlp.

Tripmatch

Query flight and train information using the Variflight API.

Remote Papers Research

Integrates with arXiv to search academic papers, extract detailed information, organize resources by topic, and generate AI-ready research prompts.

MiraiLens

Empower AI assistants to control and observe web browsers, extending AI workflows with high-level browser automation and data access through a Model Context Protocol (MCP) interface.

Simple Google Search

Enables Google searches and webpage content extraction via the Model Context Protocol.

PVPC

Provides programmatic access to hourly electricity prices in Spain under the PVPC scheme through a Model Context Protocol (MCP) server.

Google RSS

Collects and provides news data using Google News RSS feeds, integrated with AI workflow capabilities.

Youtube Search

Provides comprehensive YouTube search functionality using the YouTube Data API v3.

LinkedIn Profile Scraper

Scrapes LinkedIn profile data asynchronously using the RapidAPI LinkedIn Profile Scraper API.

OLEXI

Empowers AI chat agents to accurately search and cite Australian legal information from the AustLII database.

Alphavantage

Provides an MCP server for accessing stock market data from the Alphavantage API.

PDFtotext

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

Google Maps Reviews Scraper

Provides an MCP Server to expose Google Maps review scraping capabilities via a standardized API.

Google Search

Provides Google Custom Search functionality as a Model Context Protocol (MCP) server.

Browserai

Provides serverless browser access for AI agents and applications, enabling real-time web data retrieval and interaction.

Hackernew

Provides an AI-friendly server for interacting with Hacker News data.

SSB

Enables AI agents to access Norwegian statistical data from Statistics Norway (SSB) API through a standardized interface.