Web Scraping & Data Collection MCPサーバー

Fetch Python

Extracts and transforms web content into various formats, including raw text, rendered HTML, and Markdown.

Playwright

Automates web browser interactions for Large Language Models using structured accessibility data instead of visual data.

Live Weather Alerts

Provides real-time weather alerts and detailed forecasts from the US National Weather Service via a Model Context Protocol (MCP) server.

Washington Law

Provides comprehensive offline access, search, and retrieval of Washington State's Revised Code (RCW) and Administrative Code (WAC) for AI agents.

SFD

Provides real-time incident data from the Seattle Fire Department, optimized for large language models.

Twitter Spaces Downloader

Automates the download and AI-powered transcription of Twitter Spaces.

Digest

Extracts fully rendered DOM content from dynamic web pages, including Single Page Applications (SPAs) and infinite scroll sites, using cloud-based browser automation.

Beatport Scraper

Extracts comprehensive track metadata, audio preview URLs, and cover artwork from Beatport track URLs.

Docs Search Engine

Ingests and searches documentation from GitHub repositories and web pages in real-time to provide up-to-date context for AI assistants.

DuckDuckGo

Enables AI assistants to search the internet using DuckDuckGo and extract clean, formatted content from web pages.

Air-Q Cloud

Access remote air quality data from air-Q devices via the air-Q Cloud API.

CNKI

Automates comprehensive literature search, detail retrieval, and navigation within the Chinese National Knowledge Infrastructure (CNKI) platform.

Video Toolkit

Provides comprehensive video tools for transcript retrieval, downloading, and AI-driven subtitle generation across various platforms.

United

Automate United Airlines flight searches, bookings, check-ins, and MileagePlus management via AI agents and browser automation.

Crypto Price

Fetches cryptocurrency prices from multiple exchanges, offering real-time data, price comparisons, volume rankings, and tradable pair listings.

Stock Price

Retrieves stock prices from Yahoo Finance.

Reelbrain

Transform Instagram reels into a searchable personal knowledge base, extracting insights and topics for long-term retention.

Health

Provides comprehensive health and medical data for AI agents, including drug information, clinical trials, and global health statistics.

Knowledge Graph Causal Discovery

Discover directed causal structures, estimate treatment effects, and reason about counterfactuals over multi-domain research data through a single Model Context Protocol interface.

Food Safety Supply Chain

Provides AI assistants direct access to critical food safety data, including FDA recalls, adverse event reports, supplier hygiene ratings, and contamination pathways, to deliver comprehensive supply chain intelligence.