Web Scraping & Data Collection MCP Servers

Marginalia

Provides an MCP interface to search the Marginalia Search engine, which focuses on non-commercial content.

Fetch Python

Extracts and transforms web content into various formats, including rendered HTML, Markdown, and text from media files.

Manus

Automates browser interactions through the Model Context Protocol (MCP), enabling integration between large language models and web browsing.

Docs Fetch

Recursively fetches and extracts content from web pages for LLM consumption.

MedRxiv

Enables AI assistants to search and access health science preprints from medRxiv.

Biomart

Interfaces with Biomart databases using the Model Context Protocol (MCP) to provide biological data to Large Language Models.

Research

Aggregates multiple search APIs via the Model Context Protocol (MCP) for enhanced research capabilities.

Fetch

Retrieves and extracts web content, converting HTML to markdown for easier consumption by LLMs.

ABS

Provides AI assistants access to query and analyze statistical data from the Australian Bureau of Statistics (ABS) via the SDMX-ML API.

Scrap

Scrape web pages and extract targeted content using CSS selectors through the Model Context Protocol.

YouTube Transcribe

Fetches or generates YouTube video transcripts using AI, prioritizing official transcripts and falling back to local Whisper transcription.

CleanShot

Integrate CleanShot X on macOS with AI assistants, enabling control over screenshots and screen recordings using natural language commands.

NCCN Guidelines

Provides direct access to NCCN (National Comprehensive Cancer Network) clinical guidelines through a Model Context Protocol (MCP) server.

Scholarly Research

Consolidates academic research from PubMed, Google Scholar, ArXiv, and JSTOR through five powerful tools for efficient discovery and analysis.

FantasyPros

Accesses the FantasyPros API to retrieve sports data, news, rankings, and projections.

Iceland News

Aggregate and deliver the latest news from a comprehensive collection of Icelandic RSS sources, serving as a context provider for AI assistants.

Web Fetch

Retrieve, process, and analyze web content from URLs using an AI-powered Model Context Protocol server.

Reddit

Enables AI agents to efficiently search Reddit and identify specific leads by leveraging high-performance Apify cloud actors for data scraping.

Camoufox

Serves as an MCP server for robust browser automation enhanced with anti-detection technology.

BrowseAI

Provide AI agents with reliable research infrastructure, offering real-time web search, evidence extraction, and structured citations to prevent hallucinations.