| Category | Data & ETL | Automation Platforms |
| Pricing | Free (open-source) | Free (self-hosted), cloud from $20/mo |
| GitHub Stars | | ✓ More stars |
| Platforms | macOS, Linux, Windows | macOS, Linux, Windows, Docker |
| Key Features | - ✓ LLM-ready output
- ✓ Markdown extraction
- ✓ JavaScript rendering
- ✓ Structured data
- ✓ Batch crawling
- ✓ API server
| - ✓ 400+ integrations (APIs, databases, SaaS)
- ✓ Native AI nodes (LLM, vector store, RAG chains)
- ✓ Visual drag-and-drop workflow builder
- ✓ Self-hostable via Docker (full data control)
- ✓ Webhook triggers, cron schedules, event-driven
- ✓ JavaScript/Python code nodes for custom logic
- ✓ Credential management and encryption
- ✓ Active community (52K+ GitHub stars)
|
| Pros | - + Built specifically for AI/LLM use
- + Free and open-source
- + JavaScript rendering support
- + Multiple output formats
- + Fast async crawling
| - + Self-hostable (full data control)
- + 400+ integrations
- + Visual workflow builder
- + Native AI/LLM nodes
- + Active community
|
| Cons | - − Relatively new project
- − Limited documentation
- − May struggle with complex sites
- − Needs Python environment
| - − Resource-heavy for self-hosting
- − Learning curve for complex workflows
|
| Tags | open-sourcescrapingcrawlerragdata | automationworkflowno-codeself-hostedintegrations |