Web Scraping Tools for AI Agents
Extract structured data from websites. Crawlers, parsers, and rendering APIs designed for agent workflows.
17 tools in this category
AgentQL
Semantic web interaction and data extraction for AI agents
ApifyMCPCLI
Cloud platform for web scraping, crawlers, and automation Actors
BrowserbaseMCP
Headless browser infrastructure built for AI agents
BrowserlessMCPCLI
Managed browsers and automation APIs for AI agents
BrowserOSMCP
Open-source agentic browser with a built-in MCP server
CloudCruiseCLI
Managed browser automation infrastructure for reliable agents
Context.dev
Current structured web data through one agent-ready API
Crawl4AIMCPCLI
Open-source LLM-friendly web crawler and scraper with 60K+ GitHub stars
FirecrawlMCPCLI
Turn any website into clean markdown or structured data for LLMs
HyperbrowserMCP
Serverless browser infrastructure for AI agents with CAPTCHA solving and stealth
IntunedCLI
AI-maintained web scrapers, crawlers, and browser APIs
Jina AIMCP
Reader, search, embeddings, and reranking APIs for agentic retrieval
ParseMCP
Web scraping API that turns websites into structured endpoints
RindlerMCP
Deterministic website APIs and hosted MCP for AI agents
ScreenshotOne
Screenshot rendering API — capture any website in one API call
SpiderMCP
High-speed web crawling and scraping API built for AI agents and LLMs
Steel
Open-source cloud browser API for AI agents