Web Scraping & Data Collection MCP Servers

Pubmed

Facilitates searching, analyzing, and retrieving medical literature from the PubMed database.

Binance Announcements

Streams the latest Binance announcements to AI agents in real time, facilitating instant analysis and action.

Music Forge

Downloads audio from popular streaming services, converts audio formats, and edits metadata tags.

Web Search

Performs advanced web searches across multiple engines and extracts text content from web pages.

Collector Service

Collects data from edge devices.

Edinburgh Festivals

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

Browser

Extracts, analyzes, and clones website front-end code (HTML, CSS) with pixel-perfect accuracy for UI designers and developers.

Git Files Server

Converts git repositories and local file paths into structured, LLM-ready prompt formats, providing context for AI models.

Markdown

Extracts clean markdown content from web pages using Playwright, intelligently filtering out non-content elements.

Web Search

Empowers LLM agents with free web search capabilities through a self-hosted SearXNG backend, eliminating the need for API keys.

Logo

Automatically identifies, extracts, and optimizes logo icons from websites using advanced recognition and selection algorithms.

WebScrape

Crawls websites and extracts data based on configurable parameters.

Minimal Article Agent

Generates technical Markdown drafts through an Embabel agent, leveraging various tool groups for research and content creation.

Perplexity

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

Jina

Provides a remote Model Context Protocol (MCP) server for accessing Jina AI Reader, Embeddings, and Reranker APIs alongside various web and data processing tools.

Developer Tools

Exposes developer productivity tools via an MCP server, offering web search, content extraction, and code analysis capabilities to AI agents and clients.

Google Maps Reviews Scraper

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

Downdetector

Monitor real-time service outages and status updates from Downdetector for AI systems.

JMA Data

Access real-time and historical weather observation data and forecasts from the Japan Meteorological Agency (JMA).

Volleyball

Provides SQL-based access to volleyball match, team, and tournament data.