Web Scraping & Data Collection MCP 服务器

Scrappey

Control a browser through an LLM using Scrappey's web automation and scraping capabilities.

Crawl4AI

Wraps the Crawl4AI library with a Model Context Protocol (MCP) server, providing crawling functionality via Python functions.

Google Search

Integrates Google Search capabilities into a Model Context Protocol server for AI clients and applications.

LLMReady

Converts websites and documents into LLM-ready Markdown for consumption by large language models.

Taiwan Weather

Retrieves real-time weather reports, forecasts, and satellite images from Taiwan's Central Weather Administration for agentic AI applications.

Perplexity Web Search

Integrates Perplexity's Sonar API to equip AI assistants with real-time web and academic research capabilities.

Web Search

Integrates web search capabilities into an MCP server using the Tavily API for AI agent functionality.

News

Aggregates and delivers real-time news feeds from major Singapore news sources.

Myongji University Notices

Provides real-time access to the latest notices from Myongji University's official website for AI agents.

Fetch

Enables Large Language Models (LLMs) to retrieve and process web content, converting HTML to markdown for easier consumption.

Render

Converts various content types including PDFs, HTML, URLs, and images into PNG screenshots.

Browser Use

Provides full browser control for any LLM agent via a persistent, Playwright-backed session.

TED Procurement

Exposes the EU public procurement database to large language models for structured search and detailed information retrieval.

Web Tools

Provides a comprehensive collection of web and data utility tools, including email validation, IP geolocation, URL metadata extraction, sentiment analysis, QR code generation, and random data generation.

Swiss Cultural Heritage

Provides AI-native access to major Swiss cultural heritage data sources, including SIK-ISEA artists, Nationalmuseum collections, and the Nationalbibliothek bibliography.

Social Search

Empowers LLMs to search specific social media platforms using leading search engines.

UK Regulatory Ecosystem

Provides AI agents a single interface to query and analyze UK regulatory intelligence across eight government databases simultaneously.

Municipal Fiscal Intelligence

Automate and quantify municipal bond credit risk analysis, leveraging 7 federal government databases to provide fiscal stress, funding cliff, economic resilience, and climate disaster exposure assessments for US municipalities.

Corporate Deep Research

Provides AI agents with instant access to seven live corporate intelligence sources, enabling comprehensive due diligence and risk assessment.

Adversarial Geopolitical Equilibrium

Analyze adversarial geopolitical equilibrium for AI agents using the Model Context Protocol.