Web Scraping & Data Collection MCP 서버

Tavily Extract

Extracts web page content using the Tavily API.

TMD

Provides weather data from the Thai Meteorological Department as an MCP server.

MCP4Amazon

Enables large language models to directly access and analyze data from Amazon for e-commerce businesses.

Weather

Fetches real-time weather data for any city and generates broadcast-style weather news reports.

Google Custom Search

Provides asynchronous access to the Google Custom Search API using service account authentication, packaged as a modern Python MCP server.

Ransomware Analysis System

Integrates an MCP server, Gemini AI agent, and n8n for automated ransomware threat analysis.

AI42

Automates X402 cryptocurrency payments for web requests within Claude Desktop, enabling seamless interaction with paid web services.

VN Stock API

Provides a unified interface to search, access, and retrieve data from various Vietnamese stock market APIs and financial news sources.

Registry Directory

Enables AI agents to search and discover a vast ecosystem of Shadcn/UI compatible registries and components.

Alcheon

Grounds AI-generated user interfaces in real design patterns from a curated corpus of production websites.

Données Québec AI

Enables AI agents to search, explore, and analyze open data from Quebec, including Données Québec, Ville de Montréal, and IGO geospatial services, directly through conversational interfaces.

Vault

Connects AI agents to a local markdown knowledge vault, exposing it as structured tools for reading, searching, and writing with built-in guardrails.

Finz

Access comprehensive financial market data, including stock prices, news, earnings, and regulatory filings, for real-time analysis.

Hacker News

Access Hacker News content including stories, comments, user profiles, and full-text search capabilities through a native Rust server.

Water Utility Risk Intelligence

Generate structured, multi-dimensional risk assessments of municipal water systems for analysts, bond credit teams, and ESG investors using orchestrated government data and scoring models.

Pharma Pipeline Intelligence

Gathers and analyzes real-time data from seven pharmaceutical industry sources to provide a comprehensive Pipeline Threat Score and competitive intelligence insights.

Pandemic Biosurveillance

Provides pandemic biosurveillance intelligence to AI agents by integrating 8 rigorous epidemic modeling tools with live data from 16 diverse public health, ecological, and environmental sources.

Agricultural Commodity Climate

Provides AI agents with comprehensive agricultural commodity climate risk intelligence, including weather stress, pest emergence, trade concentration, and price shock analysis.

Joomil

Access, search, and browse over 45,000 active classifieds listings from Joomil.ch, Switzerland's leading French-speaking marketplace.

Tencent Video Downloader

Enables AI assistants to search, retrieve information, and download videos from Tencent Video through a standardized protocol.