Web Scraping & Data Collection MCP 服务器

Gres API

Provides a minimalist AI command server for agents and developers to snap pages, grab sites, source docs, and ask questions via a single interface.

YTComment

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

AI Use Cases

Collects, analyzes, and manages AI use case data from diverse information sources.

Tavily Web Search

Enables AI models to search the web and retrieve up-to-date information using the Tavily API.

Paperscraper

Scrape publication metadata from PubMed, arXiv, medRxiv, bioRxiv, and ChemRxiv.

Analysis Alpaca

Provides a production-ready Model Context Protocol (MCP) server for comprehensive research and analysis, integrating web and academic search with intelligent content extraction and an optional interactive web interface.

ITIS

Accesses the Integrated Taxonomic Information System (ITIS) database to retrieve taxonomic data via its SOLR API.

Call For Papers

Searches and retrieves detailed information about academic conferences and events from WikiCFP.

Sonata

Orchestrates browser automation for government services, transforming bureaucratic web interfaces into programmable APIs for LLM agents.

Weather

Provides weather information, including alerts and forecasts, using the National Weather Service API.

Live Weather Alerts

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

Master Puppeteer

Orchestrates advanced browser automation tasks using Puppeteer, providing token-efficient and comprehensive web data for AI agents.

Google Search

Provides web search capabilities using Google Custom Search API and extracts content from webpages for AI model integration.

Google Search & Webpage Reader

Provides web search capabilities via Google Custom Search API and extracts content from any webpage.

MediaWiki Syntax

Provides comprehensive and up-to-date MediaWiki markup syntax documentation by dynamically fetching and consolidating information from official MediaWiki help pages for consumption by large language models.

SearxNG Search

Enables web searches using a SearxNG instance via the Model Context Protocol.

Tavily

Enables real-time web search, intelligent data extraction, structured website mapping, and systematic web crawling through Tavily's suite of tools, supporting both SSE and STDIO transport protocols.

XPath

Evaluates XPath queries on XML and HTML content, both from strings and URLs.

JNews

Provides access to current trending news headlines and detailed content for use by Large Language Models.

CleanWeb

Extracts and cleans core web content, filtering ads and converting it into a pristine Markdown format.