Web Scraping & Data Collection MCP Servers

A-Stock Data

277

Provides A-share (China stock market) data to large language models via the Model Content Protocol (MCP).

Web Research

274

Enables Claude to access real-time information from the web for enhanced research capabilities.

Airbnb

265

Searches Airbnb listings and retrieves detailed listing information.

Open Web Search

257

Enables web search across multiple engines without requiring API keys, supporting Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

Deep Research

256

Conducts in-depth, iterative research on any topic using AI-powered search, web scraping, and source evaluation to generate comprehensive reports.

Douyin

255

Extracts watermark-free video links, video captions, and audio transcriptions from Douyin (TikTok) share links.

Playwright

245

Enables browser automation capabilities using Playwright for LLMs to interact with web pages.

Nodemw

241

Provides a Node.js client for interacting with the MediaWiki API and WikiData.

Selenium

241

Automates browser interactions through the Model Context Protocol using Selenium WebDriver.

GPT Researcher

226

Enables LLM applications to perform in-depth research through the MCP protocol.

12306

225

Provides a high-performance backend system for querying China Railway 12306 train ticket information using the Model Context Protocol (MCP).

PDF Reader

218

Securely reads and extracts text, metadata, and page counts from PDF files (local or URL) for use by AI agents.

CoexistAI

213

Automates and simplifies diverse research workflows by integrating large language models with web search, social media, mapping, and code exploration.

Puppeteer

208

Automates browser interactions through Puppeteer for both new and existing Chrome instances.

Reddit Content

207

Fetches and analyzes content from Reddit, providing access to hot threads and post details.

G-Search

196

Enables parallel Google searches with multiple keywords using a Playwright-powered MCP server.

Paper Search

190

Searches and downloads academic papers from multiple sources like arXiv, PubMed, and bioRxiv.

MCPBench

182

Evaluates the performance of MCP servers for web search and database query tasks.

SearXNG

180

Integrates the SearXNG API to provide web search capabilities within an MCP environment.

Rag Web Browser

179

Enables AI agents and LLMs to interact with the web and extract information from web pages via the RAG Web Browser Actor.