Web Scraping & Data Collection MCP Servers

SmartCity

Provides real-time data about traffic, bike-sharing, air quality, and weather in Valencia, Spain.

Beijing Car Quota Lottery

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

Contest Calendar Reminder

Automates the fetching of upcoming coding contests from various platforms, storing them locally, and syncing them to Google Calendar with notifications.

Firecrawl

Integrates advanced web scraping and data extraction capabilities with large language model clients.

Volleyball

Provides SQL-based access to volleyball match, team, and tournament data.

Crypto Market Data

Provides real-time and historical cryptocurrency market data through a Python-based backend.

YouTube

Enables Large Language Models to interact with the YouTube API for comprehensive video data collection and analysis.

Research Assistant

Offers extensive tools, resources, and prompts by integrating Google Custom Search and Wikipedia functionality for advanced research and information retrieval.

X402 Engine

Connects AI agents to a comprehensive suite of pay-per-call APIs for LLM inference, image generation, code execution, and more, utilizing HTTP 402 micropayments.

Rolli

Provides a robust server for performing advanced social media search and analytics across various platforms.

Alcheon

Grounds AI-generated user interfaces in real design patterns from a curated corpus of production websites.

AEO Audit

Evaluates a website's visibility to AI assistants like ChatGPT and Claude, providing a comprehensive score and actionable recommendations.

Curl

Exposes `curl` as a set of tools through a lightweight Model Context Protocol server.

Swiss Culture

Integrate Swiss cultural heritage data from the Federal Office of Culture (BAK) into AI assistants without requiring an API key.

GitHub Trending

Scrape GitHub Trending repositories with advanced filtering and detailed repository information.

HotelOracle

Access comprehensive hotel intelligence, search, pricing, and local attraction data through a suite of eight specialized tools.

Coupang

Integrate natural language commands to search, compare prices, check inventory, and view reviews for Coupang products through AI clients.

LexSocket

Access European Union public procurement tenders, including both EU above-threshold and national below-threshold opportunities.

YT Transcriber

Integrates YouTube transcript and summary fetching directly into Claude Code for seamless content analysis.

Japan Trade Statistics

Query Japan Customs' trade statistics by converting Korean HS codes to Japanese format, scraping official data, and presenting it as structured JSON.