Web Scraping & Data Collection MCP Servers

SearxNG Search

Enables web searches using a SearxNG instance via the Model Context Protocol.

Beijing Car Quota Lottery

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

Trendwatch

Provides a FastMCP server to automate the collection and analysis of trending YouTube Shorts, enabling integration with AI platforms.

Google Maps Reviews Scraper

Provides an MCP Server to expose Google Maps review scraping capabilities via a standardized API.

Amazon Cart

Automates interactions with your Amazon cart, enabling AI assistants to search for products, add items, and view contents via secure browser control.

WeChat Article Parser

Parses WeChat official account articles to extract content and provides deep semantic analysis using large language models.

FDA Taiwan

Provides an API to search for drug information and download package inserts from the Taiwan Food and Drug Administration (FDA) website.

Botasaurus

Empowers AI applications with advanced web scraping, content extraction, and real-time web search capabilities.

J-Quants

Provides a Model Context Protocol server to access official Japanese stock market data from the J-Quants API.

Senado BR

Provides structured access to Brazilian Federal Senate open data, including legislators, bills, votes, and committees, for AI-driven conversations.

Food Safety Supply Chain

Monitors food recalls, analyzes adverse events, assesses supplier hygiene, traces ingredient risks, and detects contamination across the supply chain.

SPA Reader

Renders JavaScript Single Page Applications to extract LLM-ready Markdown content and capture screenshots.

AEO Audit

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

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.

Local Fetcher

Extracts clean text from web pages for AI development environments while keeping all processing local for complete privacy.

HotelOracle

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

Pepe

Provides AI-powered, high-density research capabilities through the Perplexity web interface via the Model Context Protocol.

YT Transcriber

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

Ecourts

Connects large language models to the EcourtsIndia Partner API, enabling AI agents to interact with Indian court case data.