{"tool":{"slug":"apify","name":"Apify","url":"https://www.canagentsuse.com/tools/apify","websiteUrl":"https://apify.com","docsUrl":"https://docs.apify.com","githubUrl":"https://github.com/apify","tagline":"Actors, proxies, scraping, and browser automation at scale.","shortDescription":"A mature scraping and automation platform with actors, storage, APIs, SDKs, and marketplace patterns.","agentSummary":"Agents can run existing actors, create automation tasks, inspect datasets, and connect outputs into workflows.","bestFor":"Reusable scraping actors, scheduled crawls, proxies, and dataset pipelines.","cautionNotes":"Key limitations: Actor quality varies; marketplace actors should be reviewed before automation. Respect robots.txt, site terms, rate limits, copyright, authentication boundaries, and anti-bot controls before asking an agent to crawl or extract content. CLI access is powerful but can run destructive local or production commands; prefer dry runs, preview environments, and non-production credentials. API automation needs client-side throttling, idempotency where supported, pagination limits, retries, and audit logging.","pricingSummary":"Public platform pricing with free credits and compute/usage dimensions.","authModel":"API token and platform account.","accountCreation":"Self-serve signup; billing needed for larger usage.","browserSupport":"Console is usable for actor setup and inspection.","cliPackage":"apify","apiBaseUrl":"https://api.apify.com","mcpServer":null,"agentScore":71,"agentTier":"Usable","scoreBreakdown":{"score":71,"tier":"Usable","summary":"Usable: 71/100. Strongest in agent readability; weakest in production reliability.","groups":[{"key":"operability","label":"Machine operability","weight":25,"score":20,"maxScore":25,"signals":[{"slug":"api","label":"API","weight":10,"score":10,"maxScore":10,"supportLevel":"native","evidence":"API covers actors, runs, datasets, key-value stores, and schedules."},{"slug":"mcp","label":"MCP","weight":4,"score":0,"maxScore":4,"supportLevel":"unknown","evidence":"No MCP server evidence listed."},{"slug":"cli","label":"CLI","weight":6,"score":6,"maxScore":6,"supportLevel":"native","evidence":"CLI supports actor development and platform operations."},{"slug":"browser","label":"Browser fallback","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Console is useful when choosing and configuring actors."}]},{"key":"safety","label":"Agent safety","weight":25,"score":13.4,"maxScore":25,"signals":[{"slug":"sandbox","label":"Sandbox or test mode","weight":10,"score":5,"maxScore":10,"supportLevel":"partial","evidence":"The tool has documented test, local, preview, self-hosted, or staging paths that let agents validate changes away from production."},{"slug":"scoped-auth","label":"Scoped auth","weight":6,"score":0,"maxScore":6,"supportLevel":"unknown","evidence":"No clear evidence found."},{"slug":"dry-run-preview","label":"Dry-run or preview","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"Tool exposes preview, test, local, or branching workflows."},{"slug":"human-review","label":"Human review guidance","weight":3,"score":2.4,"maxScore":3,"supportLevel":"strong","evidence":"Caution notes identify workflows that need human review."},{"slug":"idempotency","label":"Idempotency or retry safety","weight":2,"score":2,"maxScore":2,"supportLevel":"native","evidence":"Docs or summaries mention retry/idempotency safety."}]},{"key":"readability","label":"Agent readability","weight":20,"score":19,"maxScore":20,"signals":[{"slug":"docs-quality","label":"Docs quality","weight":8,"score":8,"maxScore":8,"supportLevel":"native","evidence":"Official docs are listed for API behavior, authentication, limits, examples, and setup review."},{"slug":"pricing-clarity","label":"Pricing clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"Public platform pricing with free credits and compute/usage dimensions."},{"slug":"evidence-depth","label":"Evidence links","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"7 signal evidence links listed."},{"slug":"docs-url","label":"Dedicated docs URL","weight":3,"score":3,"maxScore":3,"supportLevel":"native","evidence":"Dedicated documentation URL is listed."}]},{"key":"setup","label":"Auth and setup","weight":15,"score":12,"maxScore":15,"signals":[{"slug":"account-creation","label":"Account setup","weight":7,"score":5.6,"maxScore":7,"supportLevel":"strong","evidence":"Self-serve signup; billing needed for larger usage."},{"slug":"auth-clarity","label":"Auth model clarity","weight":5,"score":4,"maxScore":5,"supportLevel":"strong","evidence":"API token and platform account."},{"slug":"self-serve","label":"Self-serve onboarding","weight":3,"score":2.4,"maxScore":3,"supportLevel":"strong","evidence":"Onboarding appears self-serve or testable."}]},{"key":"reliability","label":"Production reliability","weight":15,"score":7,"maxScore":15,"signals":[{"slug":"webhook-events","label":"Webhooks or events","weight":5,"score":0,"maxScore":5,"supportLevel":"unknown","evidence":"No clear evidence found."},{"slug":"logs-audit","label":"Logs or audit trail","weight":4,"score":4,"maxScore":4,"supportLevel":"native","evidence":"Tool exposes logs, traces, or audit-friendly records."},{"slug":"versioned-api","label":"Versioned API","weight":3,"score":0,"maxScore":3,"supportLevel":"unknown","evidence":"No clear evidence found."},{"slug":"rate-limit-clarity","label":"Rate limit clarity","weight":3,"score":3,"maxScore":3,"supportLevel":"native","evidence":"Tool documents usage limits, quotas, or credits."}]}]},"launchScore":462,"isFeatured":false,"categories":[{"slug":"scraping-content","name":"Scraping & content","description":"Web extraction, search, crawling, browser automation, and content APIs.","sortOrder":30}],"useCases":[{"slug":"extract-web-data","name":"Extract web data","description":"Search, crawl, scrape, parse, and normalize public web content."}],"capabilities":[{"slug":"cli","name":"CLI","group":"Agent access","supportLevel":"native","detail":"CLI supports actor development and platform operations.","evidenceUrl":"https://docs.apify.com/cli"},{"slug":"api","name":"API","group":"Agent access","supportLevel":"native","detail":"API covers actors, runs, datasets, key-value stores, and schedules.","evidenceUrl":"https://docs.apify.com"},{"slug":"browser","name":"Browser","group":"Agent access","supportLevel":"strong","detail":"Console is useful when choosing and configuring actors.","evidenceUrl":"https://docs.apify.com"},{"slug":"account-creation","name":"Account creation","group":"Onboarding","supportLevel":"strong","detail":"Self-serve signup; billing needed for larger usage.","evidenceUrl":"https://apify.com"},{"slug":"pricing-clarity","name":"Pricing clarity","group":"Buying","supportLevel":"strong","detail":"Public platform pricing with free credits and compute/usage dimensions.","evidenceUrl":"https://apify.com/pricing"},{"slug":"docs-quality","name":"Docs quality","group":"Understanding","supportLevel":"native","detail":"Official docs are listed for API behavior, authentication, limits, examples, and setup review.","evidenceUrl":"https://docs.apify.com"},{"slug":"sandbox","name":"Sandbox","group":"Safety","supportLevel":"partial","detail":"The tool has documented test, local, preview, self-hosted, or staging paths that let agents validate changes away from production.","evidenceUrl":"https://docs.apify.com"}]}}