Web Scraping & Data Collection MCP Servers

Reddit

Provides access to Reddit's public API, allowing LLMs to interact with and retrieve content from Reddit.

ReAct Web Search

Integrates web search capabilities into AI assistant frameworks using the Exa API for real-time, markdown-formatted results.

TikTok

Integrates TikTok access into applications via TikNeuron.

Crawl4AI

Empowers local developers with efficient internet search and content retrieval for Large Language Models, saving tokens.

Website Downloader

Downloads entire websites, preserving structure and converting links for local use.

Polymarket

Provides access to prediction market data through the PolyMarket API.

AgentQL

Integrates AgentQL's data extraction capabilities as a Model Context Protocol server.

Serper Search and Scrape

Enables web search and webpage scraping capabilities using the Serper API within MCP-compatible environments.

Py-MCP-Naver

Enables interaction with Naver's OpenAPI services through a Model Context Protocol (MCP) server.

AkShare One

Provides an interface for retrieving China stock market data based on akshare-one.

Datagov Israel

Enables interaction with the Israeli Government Public API (data.gov.il).

Web Scout

Integrates web search and content extraction capabilities into an MCP environment.

Pubmearch

Analyzes PubMed medical literature to provide researchers with insights into medical research trends.

Facebook Ads Library

Enables access and analysis of Facebook's public ads library to understand competitor advertising strategies.

Read Website Fast

Extracts web content quickly and converts it to clean, token-efficient Markdown for AI agents and LLM pipelines.

Content Core

Extracts, cleans, and summarizes content from various media sources using AI-powered processing.

MCP.science

Provides a collection of open-source Model Context Protocol (MCP) servers for integrating AI models with scientific data, tools, and resources.

Data Commons Toolkit

Facilitates interaction with the Data Commons Knowledge Graph through Model Context Protocol (MCP) tools and agents.

Comet

Connects Claude Code to Perplexity Comet browser, enabling agentic web browsing, deep research, and real-time task monitoring.

XActions

Automates X/Twitter operations including scraping, mass actions, and engagement without relying on official APIs.