Firecrawl vs invisible_playwright_mcp

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 +330 for invisible_playwright_mcp.
  • Pick Firecrawl for: the Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data. Pick invisible_playwright_mcp for: mCP server for AI browser automation with Playwright on anti-detect Firefox and a standalone web UI.

From GitHub data refreshed daily.

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

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MCP server for AI browser automation with Playwright on anti-detect Firefox and a standalone web UI

Metrics

Firecrawlinvisible_playwright_mcp
Stars187.8k31.7k
Star velocity /mo14.1k330
Commits (90d)578296
Releases (6m)310
Overall score0.84546784011942640.7750235305428677

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
        View Firecrawl DetailsView invisible_playwright_mcp Details

        FAQ

        Which is more popular, Firecrawl or invisible_playwright_mcp?
        Firecrawl has more GitHub stars (187,756 vs 31,749).
        Which is more actively developed, Firecrawl or invisible_playwright_mcp?
        Firecrawl had more commits in the last 90 days (578 vs 296).
        Should I use Firecrawl or invisible_playwright_mcp?
        Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.