Web Scraping & Data Collection MCP 서버

MediaWiki Syntax

Provides comprehensive and up-to-date MediaWiki markup syntax documentation by dynamically fetching and consolidating information from official MediaWiki help pages for consumption by large language models.

JinaAI

Extracts clean, LLM-ready content from any URL using Jina AI's Reader API for intelligent web reading, delivered as a Model Context Protocol server.

ForexFactory

Exposes ForexFactory economic calendar data as structured tools and resources, providing JSON-first access for agentic workflows, LLMs, trading assistants, and automation platforms.

Tavily

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

Browserbase

Enables large language models to automate web browsers for various online interactions and data collection tasks.

ShippingTracker

Track shipping deliveries from various South Korean parcel companies.

Exa

Enables AI assistants to perform real-time web searches and access specialized data using the Exa AI Search API.

Weather Server

Retrieves current weather conditions for any city worldwide using the Open-Meteo API.

Twitter Spaces Downloader

Automates the download and AI-powered transcription of Twitter Spaces.

InmoPipeline

Provides an end-to-end pipeline for real estate market analysis and predictive modeling, encompassing data collection, transformation, visualization, and machine learning.

Useful Servers

Provides a curated collection of verified and secure servers for various integrations and tasks.

Government of Canada Data

Accesses Canada's Open Government data for comprehensive dataset discovery and provides specialized querying for national transportation infrastructure information.

Reddit

Accesses Reddit's API to retrieve posts, comments, user information, and enable search functionalities.

Reality Calendar

Provides LLMs with cached Google Drive data via an OpenAI-compatible proxy for efficient interaction.

Jina AI

Integrates Jina's advanced AI APIs for web content extraction, search, and semantic processing into a remote Model Context Protocol (MCP) server.

Nyt

Unifies access to multiple New York Times APIs through a single endpoint.

Yahoo Finance

Provides real-time stock data, historical prices, news, and comparison features leveraging Yahoo Finance data.

Serpex

Provides multi-engine web search capabilities through the Serpex API, delivering structured JSON results.

Workshop

Integrates external APIs into developer environments via custom Model Context Protocol servers.

Youtube Transcripts

Retrieves YouTube video transcripts in various formats for Large Language Model (LLM) integration.