REST API & MCP

API Documentation

Everything you need to integrate Curyloop into your workflows. Authenticate with API keys, manage groups and sessions, and connect via MCP for AI-powered access.

Real-world automation scenarios and workflow patterns.

Use Case Gallery

Team Trend Radar

Set up a weekly automated discovery pipeline for your team:

  1. AI agent searches for trending topics in your domain every Monday
  2. Top results are added to a "Weekly Trends" session with priorities
  3. Team members review and vote during the week
  4. Combined with weekly digest emails, everyone stays in the loop

Competitive Intelligence

Track competitor activity automatically:

  • Monitor competitor blogs via RSS → Curyloop
  • Track their GitHub repos for new releases
  • AI agent searches for competitor mentions in tech publications
  • All findings land in a "Competitive Intel" session for team review

Learning Path Builder

Build structured learning resources for your team:

"I'm onboarding a new frontend developer. Find the best resources
for learning TypeScript, React, Next.js, and Tailwind CSS - organized
by difficulty. Add beginner resources as 'high' priority and advanced
ones as 'low'. Put everything in our 'Frontend Onboarding' session."

The AI agent creates a curated, prioritized learning path in minutes.

Research Assistant

Deep-dive into a technical topic:

"Research the current state of WebAssembly for server-side applications.
Find recent blog posts, conference talks, and GitHub projects.
Add the 10 most relevant to my 'WASM Research' session."