Firecrawl vs Page Agent

Side-by-side comparison of two AI agent tools

Short answer

  • Firecrawl is growing faster: +14,055 GitHub stars in the last 30 days vs +405 for Page Agent.
  • Pick Firecrawl for: the Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data. Pick Page Agent for: javaScript in-page GUI agent.

From GitHub data refreshed daily.

πŸ”₯ The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data

P
Page Agentopen-source

JavaScript in-page GUI agent. Control web interfaces with natural language.

Metrics

FirecrawlPage Agent
Stars187.8k29.3k
Star velocity /mo14.1k405
Commits (90d)57852
Releases (6m)310
Overall score0.84546784011942640.6656732657345861

Pros

  • +Industry-leading reliability with >80% success rate on complex websites including JavaScript-heavy and dynamic content
  • +AI-optimized output formats with clean markdown and structured data specifically designed for LLM consumption
  • +Comprehensive feature set including media parsing, interactive actions, batch processing, and authentication support

    Cons

    • -Repository is still in development and not fully ready for self-hosted deployment
    • -API-based service likely requires subscription pricing for production use
    • -As a relatively new tool, long-term stability and support ecosystem may be uncertain

      Use Cases

      • β€’Building AI agents that need real-time web context and competitor intelligence
      • β€’Creating training datasets for LLMs by scraping and cleaning large volumes of web content
      • β€’Automating content monitoring and change detection for business intelligence applications

        FAQ

        Which is more popular, Firecrawl or Page Agent?
        Firecrawl has more GitHub stars (187,756 vs 29,315).
        Which is more actively developed, Firecrawl or Page Agent?
        Firecrawl had more commits in the last 90 days (578 vs 52).
        Should I use Firecrawl or Page Agent?
        Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.
        Firecrawl vs Page Agent (2026): GitHub Stats, Features & Which to Choose