Web Scraping & Data Collection MCP Servers

Wikipedia

Provides AI agents with real-time access to Wikipedia for research and information retrieval.

TryKitt.ai

Enables AI assistants to find and verify B2B email addresses using the TryKitt.ai 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.

Google Maps List Scraper

Extracts detailed information from businesses and places saved within a Google Maps list.

GeoIP2

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

Perplexity

Enables AI assistants to access and utilize the Perplexity API for search and information retrieval.

YouTube API

Provides reliable YouTube channel and content data extraction for creators and developers using the official YouTube Data API v3.

Brave Search

Integrates with the Brave Search API to provide web and location search capabilities.

Playwright

Automates web browser interactions for Large Language Models using structured accessibility data instead of visual data.

Tavily

Enables AI systems to access and interact with real-time web information through search, extraction, mapping, and crawling tools.

Reputation Checker

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

YouTube Transcript

Enables Claude AI to extract transcripts from YouTube videos, offering zero-setup access across all platforms.

Tripmatch

Query flight and train information using the Variflight API.

YouTube Transcript

Extracts YouTube video IDs and fetches video transcripts programmatically.

Website Fetcher

Retrieves raw website content through a lightweight API endpoint, serving as an MCP server demonstration.

Beijing Car Quota Lottery

Enables AI agents to query Beijing car quota lottery results by scraping data from the Beijing Transportation Commission website.

Cps Data

Exposes a local SQLite database and LanceDB vector database containing information on Chicago Public Schools.

Agent

Transforms documentation into intelligent, searchable knowledge bases using advanced vector embeddings and Retrieval-Augmented Generation.

MCP4Amazon

Enables large language models to directly access and analyze data from Amazon for e-commerce businesses.

Search Fetch

Provides resources and tools for creating, fetching, and searching notes, along with prompt generation for summarization.