Loading tool details…
The largest marketplace of ready-to-run web scrapers (Apify calls them Actors) with an MCP server so AI agents can pull live web data on demand.
The largest marketplace of ready-to-run web scrapers (Apify calls them Actors) with an MCP server so AI agents can pull live web data on demand.
Apify is a web scraping, browser automation, and data extraction platform organized around the Actor model — small serverless programs that each solve one scraping job (TikTok posts, Google Maps listings, Instagram profiles, LinkedIn jobs, and about 53,000 more). Instead of writing a scraper from scratch or duct-taping Playwright to proxies, you rent a maintained Actor from the marketplace, feed it URLs or search queries, and get structured JSON, CSV, or Excel out the other side.
For AI builders, the pitch is timely: Apify runs a Model Context Protocol (MCP) server that exposes every Actor as a callable tool. Point Claude, Cursor, or a custom agent at the Apify MCP endpoint and it can scrape the live web without you shipping any scraping code — the agent picks the right Actor, runs it, and reads the dataset back. That's the missing piece for RAG pipelines and research agents that need fresh, non-Google data.
Pricing (verified July 2026 on apify.com/pricing): Free tier gives you $5 of platform credits and the Apify Store discount tier at 0%. Starter is $29/month with $29 of prepaid usage, no credit card required, and Bronze store discount. Scale sits between Starter and Business with priority chat support and Silver store discount. Business is $999/month with $999 prepaid usage and dedicated support. Enterprise is custom. Every plan is pay-as-you-go on top of the prepaid credit — a Google Maps scrape is roughly $2 per 1,000 results, an Instagram profile pull about $2.30 per 1,000 results, proxies from $0.20/GB. Personal training add-on is $150/hour.
Where Apify wins: breadth (nothing else has this many maintained scrapers), anti-blocking infrastructure (residential proxies, browser fingerprinting, CAPTCHA handling), and the MCP hook. Where it hurts: usage-based billing can surprise you on big runs, and the marketplace quality varies — the Apify-authored Actors are solid, third-party ones can be flaky. Best fit for lead-gen teams pulling contact data, RAG pipelines needing fresh web content, and agent developers who want scraping abstracted away.
Alternatives worth comparing: Firecrawl for markdown-first LLM ingestion, Browserbase for programmatic headless browsers, Scrapingbee for simple API-based scraping, and Cloudflare Browser Rendering for edge-based scrapes. For MCP context, see Model Context Protocol Explained.
Apify excels at transforming web scraping from a complex infrastructure challenge into a managed cloud service, particularly for teams building AI applications that need fresh web data. Its marketplace of 1,500+ pre-built Actors and native LangChain integration set it apart from open-source tools like Scrapy and Playwright, which require more manual setup. However, costs can escalate quickly at high volumes, and the platform creates meaningful vendor lock-in. Best suited for teams that value development speed and managed infrastructure over the cost savings of self-hosted solutions.
Over 1,500 specialized scrapers covering major platforms including Amazon, Google, Instagram, LinkedIn, Twitter, Zillow, Yelp, and hundreds more. Each Actor is a packaged scraping solution with configurable inputs, built-in error handling, and standardized output formats that can be deployed in minutes without writing code.
First-class LangChain and LangGraph integration via dedicated Python packages, plus a Website Content Crawler that converts web pages to clean Markdown optimized for LLM consumption. Enables teams to build production RAG pipelines that continuously ingest fresh web data into vector databases for AI applications.
Built-in proxy rotation across datacenter and residential pools with automatic IP management, session persistence, and geo-targeting capabilities. The system handles proxy failures, rate limiting, and IP bans transparently, eliminating the need to maintain separate proxy subscriptions or build custom rotation logic.
Cloud-native execution environment that automatically provisions and scales compute resources based on workload demands. Supports running hundreds of concurrent Actor instances with configurable memory allocation, automatic retries on failures, and built-in resource monitoring — no server management or capacity planning required.
Full REST API with webhook triggers, Python and Node.js SDKs, and cron-based scheduling for building automated data pipelines. Supports event-driven workflows where completed scraping runs automatically trigger downstream processing, storage, or delivery to external systems like databases, data warehouses, or business intelligence tools.
$0
$29 / month
$199 / month (approx)
$999 / month
Custom
$150 / hour
Ready to get started with Apify?
View Pricing Options →We believe in transparent reviews. Here's what Apify doesn't handle well:
In early 2026, Apify expanded its AI integration ecosystem with enhanced LangGraph support for multi-agent workflows, introduced improved Website Content Crawler capabilities with better Markdown output for RAG pipelines, and added new enterprise features including expanded SOC 2 compliance options and improved team collaboration tools.
Web & Browser Automation
Node.js library for controlling Chrome and Firefox with a high-level API for browser automation, PDF generation, screenshots, testing, and debugging.
Web & Browser Automation
Playwright review 2026: Microsoft's open-source browser automation framework for end-to-end testing across Chromium, Firefox, WebKit, Chrome, and Edge with auto-wait and parallel execution.
Pricing and features change often. If anything on this Apify page is wrong or missing, tell us and include a link to the source. We review every correction.