Web Scraping & Data Collection MCP Servers

GPT Researcher

23,233

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

Skyvern

14,175

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

XHS Downloader

8,549

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

Chrome Browser

7,190

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

YouTube Transcript

6,074

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

Steel Browser

4,991

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

Trafilatura

4,618

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

Firecrawl

4,357

Integrates powerful web scraping and content extraction capabilities into LLM clients like Cursor and Claude.

Firecrawl

4,195

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

Browser

3,979

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

ENScan Go

3,864

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

Browserbase

2,514

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

Mobile Next

1,901

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

Superglue

1,896

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

1,868

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.

Crawl4AI RAG

1,603

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

OpenDia

1,582

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

Notte

1,531

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

Zenfeed

1,479

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