Web Scraping & Data Collection MCP Servers

GPT Researcher

21,432

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

Skyvern

13,383

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

PyMuPDF

7,177

Enables data extraction, analysis, conversion, and manipulation of PDF, XPS, and eBook documents in Python.

Steel Browser

4,345

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

Trafilatura

4,250

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

YouTube Transcript

3,911

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

ENScan Go

3,620

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

Firecrawl

3,141

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

Browserbase

1,682

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

Agent Twitter Client

1,655

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

Browser

1,570

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

DevDocs

1,523

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

Zenfeed

840

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

Notte

741

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

Fetcher

684

Fetches web page content using a Playwright headless browser, enabling JavaScript execution and intelligent content extraction.

Mobile Next

642

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

RedNote

483

Access content from the RedNote (XiaoHongShu) platform via an MCP server.

Crawl4AI RAG

451

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

Deepwiki

430

Fetches and converts Deepwiki content to Markdown for use in code editors and other MCP-compatible clients.

Tavily

388

Integrates Tavily's search and data extraction capabilities with AI assistants via the Model Context Protocol.