Apify

Apify is a full-stack web scraping and browser automation platform founded in 2015 by Jan Čurn and Jakub Balada, launched through the Y Combinator Fellowship. Headquartered in Prague, Czech Republic, the platform lets developers build, deploy, and monetize serverless scraping programs called Actors, while also offering a marketplace of over 30,000 pre-built Actors for immediate use.

What It Is

Apify sits at the intersection of web data infrastructure and AI tooling. At its core, it provides a cloud platform where developers can run serverless scraping and automation programs (Actors) written in JavaScript, TypeScript, or Python. These Actors can be triggered via API, scheduled, monitored, and integrated with external services. The platform also includes managed proxies, anti-blocking technology, storage (datasets, key-value stores, request queues), and an open-source crawling library called Crawlee. For AI use cases, Apify provides an MCP (Model Context Protocol) server that gives AI agents direct access to Actors, enabling real-time web data retrieval inside agentic workflows.

The Actor Model and Apify Store

The central abstraction in Apify is the Actor — a containerized, serverless program that runs on Apify's cloud infrastructure. Actors can scrape websites, automate browser interactions, process data, or serve as tools for AI agents. The Apify Store hosts over 30,000 publicly available Actors covering popular targets such as TikTok, Instagram, Google Maps, Amazon, Facebook, and LinkedIn. Developers can publish their own Actors and earn revenue when other users run them; the platform handles billing, payments, taxes, and invoicing. According to Apify, new creators receive $500 in free platform credits, and the company reports paying out $1M to developers in a single month.

Open-Source Tooling: Crawlee

Apify maintains Crawlee, an open-source web scraping and crawling library for JavaScript and Python. Crawlee integrates with Playwright, Puppeteer, Cheerio, and BeautifulSoup, and has accumulated over 23,000 GitHub stars. The library is designed to work seamlessly with the Apify platform for cloud deployment but can also be used independently. Code templates are available for LlamaIndex, LangChain, Playwright, Puppeteer, Selenium, Scrapy, and BeautifulSoup, lowering the barrier for developers to start new scraping projects.

Integrations and AI Data Pipelines

Apify connects to a wide range of external tools and services. Native integrations include Zapier, GitHub, Google Sheets, Pinecone, Airbyte, Google Drive, Slack, and MCP clients. The Website Content Crawler Actor is specifically designed to feed AI models, LLM applications, vector databases, and RAG pipelines, with built-in support for Markdown formatting and HTML cleaning. The MCP server integration allows AI assistants and agents to call Actors directly, making Apify a data-access layer for agentic AI systems.

Enterprise and Compliance

Apify positions itself as an enterprise-grade solution, citing 99.95% uptime and compliance with SOC2, GDPR, and CCPA. The platform offers custom scraping solutions, SLAs with guaranteed data, and dedicated expert teams for enterprise customers. The about page states the platform serves over 25,000 customers worldwide and processes more than 1 PB of data monthly (vendor-published figures). Enterprise customers receive custom pricing, RAM, concurrency limits, and support arrangements.

Developer Ecosystem and Learning Resources

Apify provides a Web Scraping Academy with free courses for beginners and experts, covering web scraping and automation fundamentals. A Discord community of over 11,500 members (per the homepage) offers peer support. The platform's CLI, SDK (JavaScript and Python), and API reference are all documented, and the Actor developer program allows contributors to monetize their work directly through the Store.