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Apify

In-depth entry

by Apify Technologies s.r.o. · Platform · also known as Apify platform, Apify Store

Cloud platform and marketplace for running web-scraping and automation programs (Actors), with storages, proxies, scheduling, an API and an MCP server for agents

Apache-2.0 licenseFreemiumUsage-basedPaidEnterpriseCloud
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Link verified Nov 2, 2026

Overview

Apify is a cloud platform for web scraping, data extraction and browser automation, built around a unit of deployment it calls the Actor: a containerized program with a declared input schema that runs on Apify's infrastructure, writes results to a dataset and can be invoked from the console, the REST API, a schedule or a webhook. Apify Store is the marketplace where the company and independent developers publish thousands of ready-made Actors for social networks, e-commerce sites, search engines, maps and generic crawling; developers can also build their own Actors from templates with the open-source Apify SDKs for JavaScript and Python.

Supporting services include datasets, key-value stores and request queues, datacenter and residential proxy pools plus an unblocking layer, run monitoring, and integrations with workflow tools such as n8n and Zapier and with agent frameworks. An official MCP server lets LLM agents discover and run Actors directly, which has made Apify a common data source for agent workflows. The open-source Crawlee library underpins most Actors.

Pricing is layered: a free plan, monthly subscriptions that include platform usage, and Actor-level charges that are either per event (per result) or per compute consumed; enterprise plans are negotiated. Apify targets developers and data teams who want hosted execution and a catalog of maintained scrapers rather than running crawlers themselves.

Caveats: results depend on third-party Actors whose quality and maintenance vary, scraping is subject to the target sites' terms and anti-bot measures, costs can be hard to predict for long-running crawls, and the platform is proprietary even though the SDKs and Crawlee are open source.

Capabilities

  • Hosted execution of Actors with input schemas, runs and builds
  • Marketplace of ready-made scrapers and automations
  • Dataset, key-value store and request queue storages with export
  • Datacenter and residential proxies with unblocking
  • Schedules, webhooks and run monitoring
  • REST API and clients for JavaScript and Python
  • MCP server and agent integrations
  • Apify SDKs for building Actors

Typical workflows

  1. Run a Store Actor to collect listings and export to JSON or CSV
  2. Deploy a custom Crawlee crawler as an Actor on a schedule
  3. Give an LLM agent web data through the Apify MCP server
  4. Pipe results into a warehouse or n8n workflow via webhooks

Strengths

  • No infrastructure to run for crawls
  • Large catalog of maintained Actors
  • Open-source SDKs and Crawlee at the core
  • Agent-ready through MCP and API clients

Limitations

  • Third-party Actor quality and maintenance vary
  • Costs scale with usage and can be hard to forecast
  • Proprietary hosted platform
  • Scraping remains subject to site terms and blocking

Prerequisites

  • Apify account and API token
  • Node.js or Python for custom Actors

Who it is for

  • Developers and data teams collecting web data
  • Agent builders needing live web data
  • Researchers gathering listings or social data

Alternatives & comparison

Crawlee and Scrapy are libraries you run yourself; Apify adds hosting, storage, proxies and a marketplace on top of Crawlee. Firecrawl focuses on turning pages into LLM-ready Markdown via a small API rather than a catalog of site-specific scrapers. Bright Data and Zyte sell proxy networks and unblocking APIs with their own scraper products, positioned more toward enterprise data collection; Scrapfly is a scraping API with anti-bot handling. Apify's distinctive element is the Actor model with a public store and per-result pricing.

  • Bright Data

    Web data platform combining residential, datacenter and ISP proxy networks with unblocking, SERP and scraper APIs, remote browsers, ready-made datasets and an MCP server

    ProprietaryFreemium
  • Common Crawl

    Nonprofit open repository of petabyte-scale web crawl data since 2008, published as WARC, WAT and WET files on AWS Open Data with URL and columnar indexes

    MixedFree
  • Crawlee

    Open-source crawling and scraping library for Node.js/TypeScript and Python that unifies HTTP and headless-browser crawlers with queues, proxies, fingerprints and storage

    Open sourceOpen source
  • Firecrawl

    Web data API that scrapes, crawls, maps and searches websites and returns clean Markdown or structured JSON for LLM pipelines, with an AGPL-licensed self-hostable core

    MixedFreemium
  • Scrapfly

    Web scraping API with anti-bot bypass, JavaScript rendering, cloud browsers, screenshots, AI extraction and a crawler, billed in credits per request

    ProprietaryFreemium
  • Scrapy

    Mature open-source Python framework for writing crawlers (spiders) that fetch pages asynchronously, extract structured items and export them through pipelines

    Open sourceOpen source
  • Zyte

    Web-data company behind Scrapy offering Zyte API for ban-resistant fetching, browser rendering and automatic extraction, plus Scrapy Cloud for hosting spiders

    ProprietaryUsage-based
Compare Apify with its alternatives →

Sources & verification

Primary sources consulted for this record. Claims are tied to the fields each source supports; the automated link checker re-verifies every URL on a schedule.

  • Official documentation
    Apify documentation

    https://docs.apify.com/

    Supports: capabilities, integrations, languages, description

    checked Nov 1, 2026
  • Official site
    Apify

    https://apify.com/

    Supports: name, summary

    checked Nov 1, 2026
  • Pricing page
    Apify pricing

    https://apify.com/pricing

    Supports: pricing_model

    checked Nov 1, 2026
  • Repository
    apify/apify-sdk-js

    https://github.com/apify/apify-sdk-js

    Supports: license_spdx, source_model

    license_spdx refers to the open-source SDK, not the hosted platform

    checked Nov 1, 2026
Confidence
High
Reviewed
Nov 1, 2026
Links
Verified · Nov 2, 2026

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