Web Scraping & Data Collection MCP Servers

Google Search

541

Bypasses search engine anti-scraping mechanisms to execute Google searches and extract results.

YouTube

491

Downloads YouTube subtitles using yt-dlp and connects to claude.ai via Model Context Protocol.

Web Agent Protocol

491

Enables seamless interaction between users, web agents, and browsers by recording and replaying browser actions.

YouTube Transcript

463

Retrieves transcripts directly from YouTube videos using a simple interface.

Jina AI

441

Provides remote access to Jina AI's Reader, Embeddings, and Reranker APIs for web content processing and search.

CoexistAI

422

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

SearXNG

415

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

A-Stock Data

400

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

Puppeteer

375

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

Graphlit

372

Enables integration between Model Context Protocol (MCP) clients and the Graphlit service for content ingestion and knowledge retrieval.

Airbnb

371

Searches Airbnb listings and retrieves detailed listing information.

Reddit Buddy

369

Empowers AI assistants to seamlessly browse Reddit content, search for posts, and analyze user interactions without complex setup.

Bright Data

365

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

Reddit Content

343

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

AkTools

342

Provides comprehensive stock data querying and analysis functionalities via an MCP server leveraging AkShare.

Selenium

337

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

Apify Actors

337

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

Stealth Browser

319

Automate web interactions to bypass advanced anti-bot systems, Cloudflare, and social media blocks for undetectable real-browser automation.

GPT Researcher

312

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

Deep Research

305

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