Web Scraping & Data Collection MCP Servers

GPT Researcher

22,755

Conducts in-depth web and local research on any topic, generating comprehensive reports with citations.

Skyvern

14,017

Automates browser-based workflows using LLMs and computer vision for robust and adaptable web interactions.

XHS Downloader

8,359

Extracts and downloads content from XiaoHongShu (RedNote), including user posts, collections, likes, albums, and search results, while removing watermarks.

YouTube Transcript

5,871

Retrieves transcripts and subtitles from YouTube videos, including automatically generated ones, without requiring an API key or headless browser.

Chrome Browser

4,997

Exposes Chrome browser functionality to AI assistants for complex browser automation, content analysis, and semantic search.

Steel Browser

4,893

Automates web interactions for AI agents and applications without managing infrastructure.

Trafilatura

4,546

Extracts text and metadata from web pages and online resources, offering various output formats.

Firecrawl

4,041

Empowers LLMs with advanced web scraping capabilities for content extraction, crawling, and search functionalities.

ENScan Go

3,829

Collects and aggregates domestic enterprise information from various sources to aid in reconnaissance tasks.

Browser

3,513

Enables AI applications to control a user's existing browser instance.

Browserbase

2,372

Enables LLMs to control cloud browsers for web interaction, data extraction, and task automation using Browserbase and Stagehand.

Superglue

1,879

Automates data integration via a stable, self-healing SDK, providing automated schema-drift detection, retries, and remappings to maintain continuous data flow without connector maintenance or rewrites.

DevDocs

1,819

Crawls, extracts, and organizes technical documentation into an LLM-ready format, streamlining research and implementation for developers.

Agent Twitter Client

1,689

Automates interactions with Twitter, including scraping data, sending tweets, and engaging with Grok AI, all without needing the official Twitter API.

Mobile Next

1,649

Enables scalable mobile automation through a platform-agnostic interface for interacting with native iOS/Android applications and devices.

Crawl4AI RAG

1,483

Empowers AI agents and coding assistants with web crawling and retrieval-augmented generation (RAG) capabilities.

Zenfeed

1,443

Empowers RSS with AI to automatically filter, summarize, and deliver important information, reducing information overload.

OpenDia

1,419

Exposes comprehensive browser functions via the Model Context Protocol, enabling external applications and AI models to programmatically interact with a web browser.

Notte

1,127

Enables the development, deployment, and scaling of web browsing agents through a single API.

Bright Data

1,041

Empowers AI agents to access, discover, and extract real-time web data, bypassing restrictions and bot detection.