Tips & Best Practices

• Name sessions descriptively - AI agents use session names to understand context. "Frontend Trends Q1 2026" works better than "Stuff"
• Use priority levels - Set high for must-reads, medium for good references, low for nice-to-haves. This helps your team focus on what matters
• Rate limits - The API allows 20 requests per minute per IP for unauthenticated requests. Authenticated requests have higher limits. Space out bulk operations in n8n workflows accordingly
• Deduplication - Curyloop doesn't auto-deduplicate URLs. Use search_items to check before adding, or instruct your AI agent to "skip URLs already in the session"
• Combine approaches - Use n8n for predictable, scheduled feeds and AI agents for on-demand research. They complement each other well

Next Steps

• MCP Integration - Full MCP setup guide and tool reference
• Items - Detailed Items API documentation
• Settings > API Keys - Generate your API key