Web Scraping & Data Collection MCP 서버

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.

Search It

Integrates simple search and web crawling functionalities accessible via an MCP Server.

Mesh

Provides AI assistants native understanding and utilization of Mesh Design System components and design tokens.

Session Code

Provides web search capabilities within an MCP server by integrating with the Tavily API.

VGL CV Data

Provides programmatic access to Valentin Gonzalez Loureiro's curriculum vitae data through a Model Context Protocol server.

Multi-Search

Provides comprehensive Google search functionality through a plugin-based architecture, leveraging external APIs like Serper and SerpApi.

RateMyProfessors

Integrates with RateMyProfessors.com to fetch professor ratings, reviews, and comments via an MCP client.

YST Daily Report Collector

Automates the collection of daily KPI reports from a specified internal system, generating structured Markdown reports for a given date range.

TechCyclopedia

Provides an intelligent data pipeline for high-fidelity crawling and extraction of technical documentation, optimized for AI agents.

Research

Enables large language models to fetch, analyze, and summarize academic research papers from multiple trusted sources in real-time.

IPMA Weather

Access comprehensive Portuguese weather, sea state, fire risk, and seismic data from the IPMA API through a Model Context Protocol server.

Specialized AI Search

Empowers AI agents with specialized search capabilities across diverse online platforms and data formats, utilizing the Model Context Protocol.

US Census

Provides AI agents with direct access to over 1,700 US Census Bureau datasets, including population, income, and demographics.

Taobao Scraper

Gathers product and market data from Taobao, Tmall, and JD.com via an MCP server for integration with AI tools.

Xiaohongshu

Automate interactions with Xiaohongshu to search for notes, retrieve details, and publish new content.

Xiaohongshu Automation

Automates comprehensive operations on the Xiaohongshu social media platform.

Political Regulatory Arbitrage

Quantifies regulatory divergence, predicts legislative outcomes, and identifies timing windows using cross-jurisdiction regulatory forecasting for AI agents.

Autopoietic Knowledge Synthesis

Enables AI agents to perform deep structural analysis of scientific literature, patent landscapes, and community knowledge by unifying 18 academic and technical data sources with advanced mathematical frameworks.

AI Training Data Quality

Assess AI training data quality, detect bias, and score governance for any MCP-compatible AI agent.

Academic Commercialization Pipeline

Provides AI agents with comprehensive academic commercialization intelligence by orchestrating 8 academic and patent data sources to deliver actionable probability scores.