1
Algolia
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AI ToolBecomes the API
Apify
Web scraping and browser automation platform. OpenAPI plus MCP server.
shipped May 26, 2026analyzefreemium
1analyze
Stork Quadrant
Becomes the API· 52/100
Replaceable as a UI, but kept alive as the API the agents call.
“Apify's core scraping logic is increasingly writable by an LLM in minutes. What survives is the Actor marketplace — a network of pre-built scrapers with real usage and ratings — plus the managed infrastructure that handles proxies, anti-bot evasion, and scheduling at scale. The MCP server angle is smart: agents need to call scraping as a service, not write it themselves. That coordination layer has legs.”
Defensibility · 33/100
- Physical-world coupling
- Regulatory moat
- Network liquidity
- Proprietary refreshing data
- High-trust catastrophic workflows
- Multi-party coordination
- Brand / community / taste
An LLM alone could replace
- Write a web scraper script for a specific site
- Generate browser automation code using Playwright or Puppeteer
- Parse and extract structured data from HTML
- Explain how to schedule and run a scraping job
Agent-Readiness · 75/100
- Verified MCP— Stork MCP listing: apify-mcp (confirmed)
- Listed on agent surfaces— anthropic_directory, cursor + Stork:apify-mcp
- Usage-based pricing— pricing page heuristic match: https://apify.com/pricing
- Headless agent auth
- Public OpenAPI— https://docs.apify.com/api/openapi.json
- Active changelog
- llms.txt— https://apify.com/llms.txt
Score history · +35 pts over 3 re-scores
How to defend
Double down on the Actor marketplace as a two-sided network — more contributors, more buyers, liquidity that's hard to clone. Become the scraping API that agents call natively, not a UI humans use to configure jobs.
- Expose API-key auth with a self-serve sandbox tier; remove sales-call gates (+15).
- Publish a public changelog and ship in the last 90 days — silence reads as abandonment (+10).
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overview
Overview
Web scraping and browser automation platform. OpenAPI plus MCP server.
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