Web Scraping & Data Collection MCP 服务器

WoWS Ship Data

Retrieves detailed World of Warships vessel data from the Wargaming.net API, offering comprehensive statistics and comparison capabilities.

RateMyProfessors

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

You.com

Empowers AI assistants with comprehensive web search, smart search, research, and news search capabilities by integrating the You.com API.

Tavily

Empowers AI systems to access real-time web information and perform advanced data extraction, mapping, and crawling.

Weather

Provides comprehensive weather data from NWS public APIs, incorporating robust input validation, error handling, geocoding, and a unique weather comparison feature.

Frostbyte

Access over 40 diverse APIs, including IP geolocation, crypto prices, DNS lookups, web scraping, and AI agent tools, all with a single API key.

Yandex Reviews

Scrapes Yandex Maps business reviews and company metadata, exposing them to AI assistants via the Model Context Protocol.

Registrum

Access enriched UK company data, structured financials, and corporate networks without needing a Companies House API key.

Military Service Workplace

Searches for military service-exempt companies eligible for alternative service types like industrial function personnel and expert research personnel from the Military Manpower Administration.

Intelagent

Provides open-source Model Context Protocol servers for tasks like entity enrichment, file processing, and web research, compatible with popular AI clients.

Vihreät Tapahtumat

Exposes the Green Party event calendar from tapahtumat.vihreaturku.fi to Claude AI, enabling natural language queries about upcoming events.

PDF Agent

Enables AI agents to extract text-layer content and metadata from PDF files.

FlightOracle

Access comprehensive flight intelligence tools for searching, pricing, and route analysis powered by Google Flights.

Germany Data

Provides AI agents access to real-time German public authority data, including traffic, weather, disaster warnings, energy markets, Bundestag activities, and pollen forecasts.

LinkedIn Hybrid

Provides a Python MCP service scaffold for building API-first LinkedIn workflows.

Space Industry Intelligence

Delivers comprehensive space industry intelligence for launch risk, orbital debris, spectrum interference, and regulatory compliance to AI assistants through an MCP server.

Regulatory Arbitrage Detection

Quantifies cross-jurisdictional regulatory divergence for AI agents, compliance teams, and policy analysts using 8 mathematically rigorous tools backed by 16 live data sources.

AI Model Governance

Automate regulatory intelligence for AI agents, compliance teams, and legal counsel via the Model Context Protocol, providing live access to crucial AI governance data.

Clawy

Provides a comprehensive pay-per-use API tools and LLM gateway for AI agents, authenticated by Ethereum wallets and paid with USDC on Base.

Homebase

Provides accurate US real estate data, including precise school district lookups, Pennsylvania EIT tax rates, and comprehensive affordability calculations.