Web Scraping & Data Collection MCP Servers

Website Downloader

Downloads websites and their assets for use with Retrieval-Augmented Generation (RAG) systems.

Steam Review

Retrieves reviews and information for Steam games using the Model Context Protocol.

USAspending

Streamlines access to and analysis of U.S. government spending data from the USAspending.gov API for AI agents.

AER

Searches for papers from the American Economic Association (AEA) using Large Language Models (LLMs).

TikTok

Extract insights from TikTok data through video discovery and metadata retrieval.

Nexus

Integrates various digital services into a unified personal assistant server, managing calendars, notes, tasks, and web content.

Stepstone Job Search

Fetches and processes real-time job listings from Stepstone.de, providing structured data for AI assistants and agent frameworks.

Gedcom

Manages and enriches genealogical data, enabling AI agents to create, edit, and query GEDCOM files.

Media Downloader

Download videos and audio from various internet sources, with support for agentic server operations.

Brightspace

Connects Purdue students' Brightspace accounts to access academic data via web scraping, handling Duo Mobile 2FA.

TradingView

Fetches TradingView chart snapshots efficiently using Playwright for browser automation, enabling fast and secure visualization of market data.

Websets

Integrates Exa's Websets API with MCP-compatible clients like Claude Desktop, Cursor, and Windsurf to manage dynamic collections of web entities.

Web Search

Perform privacy-focused searches across web engines, social media platforms, and archival services.

Document Parser

Parse various document formats like PDF, Word, Excel, and PowerPoint to extract their content.

Paper Find

Searches and downloads academic papers from multiple platforms, designed for integration with large language model tools.

Osascript

Execute macOS AppleScript and JavaScript for Automation (JXA) commands securely to automate system interactions.

Scrapi

Converts web page URLs into clean, LLM-ready Markdown or plain text content for AI agents.

Aura

Uncover and make understandable Finnish open data, serving as an MCP-server for AI and an open web service for people.

Zexplorer

Processes HTML and JavaScript, empowering LLM agents to interact with web content, render layouts, and execute scripts.

Web Forager

Enables AI agents to search the web, news, and fetch web page content, converting it for LLM consumption.