Web Scraping & Data Collection MCP Servers

Playwright

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

Maigret

Facilitates open-source intelligence by collecting user account information from various public sources.

Apify Actors

Enables AI applications to use Apify Actors as tools for performing specific tasks like data extraction and web scraping.

Google Scholar

Enables AI assistants to search and access Google Scholar papers through a simple interface.

Youtube Transcript

Retrieves transcripts for YouTube videos given a URL and desired language.

Google Search

Enables AI models to perform Google searches and analyze webpage content programmatically through an MCP interface.

Web Research

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

Deep Research

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

Omnisearch

Provides unified access to multiple search engines, AI tools, and content processing services.

GPT Researcher

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

G-Search

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

SEC Edgar

Connects AI models to SEC EDGAR filings through an open-source MCP server, enabling financial research and insights.

Yahoo Finance

Provides comprehensive financial data from Yahoo Finance via the Model Context Protocol.

Nodemw

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

MCPBench

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

PDF Reader

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

Bright Data

Empowers AI agents and LLMs with real-time web access, data extraction, and bot bypass capabilities.

12306

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

Weixin Reader

Enables large language models to read WeChat official account articles by simulating a browser to bypass anti-scraping mechanisms.

Kindly Web Search

Provides web search and robust content retrieval for AI coding tools, optimizing for comprehensive conversational data.