Web Scraping & Data Collection Servidores MCP

Georgia 511

Provides access to real-time traffic information from Georgia's 511 service.

PhoneLCDParts

Scrapes product information from phonelcdparts.com for AI-driven applications.

Fetch Weather

Provides current city weather data through a minimalist Model Context Protocol (MCP) server, serving as an example for LLM-tool communication.

Google Search

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

GeoIP2

Provides IP geolocation and Autonomous System Number (ASN) lookup services using MaxMind GeoIP2 databases.

DuckDuckGo

Integrates DuckDuckGo search, analysis prompts, and region resources into Model Context Protocol (MCP) clients and provides a dedicated command-line interface.

URL Fetcher

Enables AI to fetch, extract, summarize, and validate web content from specified URLs via the MCP protocol.

Web URL Reader

Fetches web URLs via `curl -sL` after prepending a configurable server-side prefix, enabling AI applications to route requests through proxies or custom gateways.

Bing Flights

Scrapes flight information from Bing Flights using Playwright and serves it via a Model Context Protocol (MCP) server.

YouTube Transcript

Access and retrieve YouTube video transcripts, including both manually created and auto-generated content, with secure Google OAuth 2.0 authentication.

LinkedIn Job Scraping

Automates job listing extraction from LinkedIn for efficient bulk data collection, streamlining research and recruitment efforts.

Web Search

Access Google search and extract web page content through a unified Model Context Protocol server.

Naver Search

Integrates Naver Search capabilities including shopping, cafe posts, news, and blogs into AI assistants like Claude and Cursor.

Decant

Extracts structured web content into formats like Markdown and JSON, and bridges browser tabs directly to AI agents via the Model Context Protocol.

BotIndex

Provide signal intelligence for AI agents, covering sports odds, crypto correlations, and token graduations.

Startup Ecosystem Intelligence

Provides intelligence on startup ecosystems, enabling discovery, innovation assessment, and deal memo generation.

Energy Transition Intelligence

Assesses energy transition readiness by analyzing renewable share, grid stress, stranded assets, electric vehicle gaps, and carbon trajectories.

DataBR

Provides access to a vast array of Brazilian public data through a pay-per-query API, designed for AI agents with on-chain payments via the x402 protocol.

Swiss Academic Libraries

Connects AI models to the full Swiss academic library infrastructure, including swisscovery, e-rara, e-periodica, and e-manuscripta, via standardized, open protocols.

Sovereign Debt Contagion

Orchestrates international data sources to provide a composite sovereign risk verdict and actionable recommendations for financial professionals.