Best Claude Code MCP Servers for Scraping

Official Microsoft Playwright MCP server for browser automation, web scraping, testing, and accessibility snapshots

Automate browser interactions for web scraping and testing

Web scraping and data extraction with intelligent crawling, structured data output, and site mapping

Automate cloud browsers for web scraping, testing, and interaction through headless browser infrastructure

AI-powered browser automation — control a real browser with natural language, fill forms, extract structured data, log in with stored credentials, and build reusable workflows

Extract data from websites, social media, search engines, maps, and e-commerce using thousands of ready-made scrapers and actors

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

Browser automation for web scraping and interaction

Web scraping, crawling, and search API. Extract content in Markdown/JSON, batch process 10k URLs, and get AI-powered answers with citations.

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.

Open marketplace for AI services — LLMs, image/video generation, web scraping, model hosting, data extraction, and more. Agents pay per use with USDC micropayments on Polygon. No API keys, no subscriptions.

Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ tar…

Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)

Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.