Discover the best AI agent skills and MCP tools for web scraping, data extraction, and automated crawling from websites.
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
AI-powered web scraping CLI. Describe what you want, get a production-ready Scrapy spider. Write once, reuse forever.
Structured data gathering from any website using AI-powered scraper, crawler, and browser automation. Scraping and crawling with natural language prompts. Equip your LLM agents with fresh data. AI Studio python SDK for intelligent web data gathering.
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction into your MCP environment, enabling AI assistants to search the web and extract webpage content programmatically.
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and any other LLM clients.
Structured data gathering from any website using AI-powered scraper, crawler, and browser automation. Scraping and crawling with natural language prompts. Equip your LLM agents with fresh data. AI Studio JS SDK for intelligent web data gathering.
Modern CLI tool for scraping & analyzing Facebook groups using Playwright & Gemini AI. Features self-healing selectors, session security, and local offline analysis.
Intelligent web scraping Claude Code skill with automatic strategy selection and TypeScript-first Apify Actor development
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
| Tool | Stars | Language | License | Score |
|---|---|---|---|---|
| Scrapling | ★ 33.5k | Python | BSD-3-Clause | 55 |
| scrapai-cli | ★ 83 | Python | Apache-2.0 | 41 |
| oxylabs-ai-studio-py | ★ 2.6k | Python | MIT | 35 |
| webclaw | ★ 150 | Rust | MIT | 48 |
| web-scout-mcp | ★ 121 | JavaScript | Apache-2.0 | 33 |
| mcp | ★ 36 | TypeScript | MIT | 38 |
| oxylabs-ai-studio-js | ★ 39 | TypeScript | MIT | 32 |
| FBScrapeIdeas | ★ 24 | Python | MIT | 34 |
| web-scraper | ★ 22 | TypeScript | MIT | 37 |
| firecrawl-mcp-server | ★ 5.8k | JavaScript | MIT | 57 |
The top web scraping tools include Scrapling, scrapai-cli, oxylabs-ai-studio-py. These are ranked by our composite score based on GitHub stars, community activity, and code quality.
Most tools listed here are open-source. 10 out of 10 have explicit open-source licenses, making them free to use and modify.
Consider your tech stack (language compatibility), project scale (stars indicate community trust), and specific features you need. Use the comparison table above to evaluate side by side.
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