Collective intelligence workspace

Turn every discovery into collective intelligence.

Capture signals, discuss what matters and preserve the context behind every decision. Curyloop gives your team a memory that compounds.

Start building your loop See the workflow

Free to start No credit card Open-source edition

Current session

Product & Design Signals

Active

Agent workflows teams can trust

linear.app · today

Discussed

Research operations in 2027

a16z.com · today

Captured

Building durable design systems

figma.com · today

Discussed

Weekly brief

Your team is tracking how AI changes product craft—and where human judgment stays essential.

5 signals await discussion

Signals

61%

Discussed

Contributors

The curiosity loop

Links are inputs.
Shared understanding is the outcome.

Curyloop gives discovery a repeatable operating rhythm, so insight does not disappear into tabs, chat history or meeting notes.

Capture

Bring every useful signal into one place

Save from the browser, import an archive or let your agent monitor trusted sources.

Discuss

Add the context a bookmark cannot hold

Run recurring sessions, involve the right people and record why a signal matters now.

Synthesize

Build memory your team can actually reuse

Turn the strongest findings into briefs and collections that remain searchable over time.

System of record

One workspace for the complete intelligence cycle.

The capture tools are fast. The structure around them is what makes your team smarter over time.

CapabilityWhat it changesLayer

Discovery sessions

A recurring place to collect, discuss and close the loop on emerging signals.

Team rhythm

Knowledge collections

Curate findings across sessions into durable playbooks, references and briefs.

Long-term memory

Automated signal gathering

Monitor selected sources, score relevance and route useful findings to the right workspace.

AI agent

Full-context search

Find the source, contributor, tags, discussion state and retained insight in one search.

Instant retrieval

Governed team spaces

Keep private team research separate while publishing the collections worth sharing.

Access control

Automated discovery

Let your agent gather signals
while your team applies judgment.

Set your topics of interest, connect your LLM key, and let your agent monitor the web for you. It scores relevance, tags useful findings and routes them into sessions where people can add context.

Monitors RSS feeds and websites automatically
LLM-powered relevance scoring and auto-tagging
Creates organized sessions with curated items
Configurable schedules - from every 6 hours to weekly
Email reports with direct links to findings

Try AI Agent Free

Research Agent

Active

AI Multi-Agent Task Failures Study

#ai-research

0.92

Next.js 15 Server Actions Deep Dive

#next.js

0.87

Rust-based JS Tooling Benchmark 2026

#devtools

0.81

3 signals curated today · 12 tokens used

AI Integrations

Let every tool contribute to the same team memory

Use MCP servers, AI agents, or our REST API to automate your intelligence workflow without losing source context.

Claude Code

Connect Curyloop as an MCP server to Claude Code and let your AI assistant search, create sessions, and curate content directly from your terminal.

config

# Add Curyloop MCP server to Claude Code
claude mcp add curyloop \
  --transport http \
  --url https://curyloop.com/api/mcp \
  --header "Authorization: Bearer YOUR_API_KEY"

Search your knowledge base from Claude
Create sessions and add items via natural language
Auto-tag discoveries with AI-powered categorization

Bring your archive

Start with the knowledge you already collected

Import from Raindrop, Pocket, Notion or any browser with the structure and metadata your team already relies on.

Raindrop.io

CSV export with tags & folders

Pocket

HTML export with tags

Notion

CSV database export

Browser Bookmarks

Chrome, Firefox, Safari, Edge

Drop your export file

We auto-detect the source

Design Systems Guide

designui

React Server Components

reactnextjs

Building AI Agents

aillm

Importing...247 / 247

Smart import, not just a dump

Your data is parsed, deduplicated, enriched with metadata, and organized - before it even hits your session.

Tags from your sources are preserved
Folders map to Curyloop sessions
Duplicate URLs are auto-detected
AI suggests tags for untagged items
Thumbnails & metadata fetched automatically
Drag & drop - no config needed

Start importing

Capture layer

Capture the signal before the context disappears

Bring discoveries into the right collection or active session from any device.

In practice

Teams remember more when discovery has a rhythm

See how researchers and product teams turn scattered signals into reusable knowledge with Curyloop.

“I used to have 50+ tabs open at all times. Now I save everything to Curyloop and find it instantly with search.”

Sarah K.

Freelance Designer, Independent

“We run weekly trend sessions now. The searchable archive alone saved us countless hours of re-discovery.”

Jordan R.

VP of Engineering, Series B Fintech

“The tagging system is brilliant. I tag papers by methodology and topic - finding references takes seconds now.”

Mei L.

PhD Researcher, University

“We replaced our messy Notion wiki with Curyloop. Structured collections keep everything organized naturally.”

Chris K.

CTO, DevTools Company

“I bookmark inspiration from everywhere - Dribbble, Twitter, blogs. Curyloop is the only place I actually go back to.”

Lena P.

Content Creator, Independent

“Cmd+K search across all my collections is a game changer. I find relevant resources in seconds, not minutes.”

Ryan W.

Staff Engineer, E-Commerce Platform

“Onboarding new engineers is easier now. They can browse our shared collections from day one.”

Nina S.

Tech Lead, Cloud Infrastructure

“The AI agent finds articles related to my courses automatically. It's like having a research assistant for free.”

David T.

Student, CS Major

“I used to have 50+ tabs open at all times. Now I save everything to Curyloop and find it instantly with search.”

Sarah K.

Freelance Designer, Independent

“We run weekly trend sessions now. The searchable archive alone saved us countless hours of re-discovery.”

Jordan R.

VP of Engineering, Series B Fintech

“The tagging system is brilliant. I tag papers by methodology and topic - finding references takes seconds now.”

Mei L.

PhD Researcher, University

“We replaced our messy Notion wiki with Curyloop. Structured collections keep everything organized naturally.”

Chris K.

CTO, DevTools Company

“I bookmark inspiration from everywhere - Dribbble, Twitter, blogs. Curyloop is the only place I actually go back to.”

Lena P.

Content Creator, Independent

“Cmd+K search across all my collections is a game changer. I find relevant resources in seconds, not minutes.”

Ryan W.

Staff Engineer, E-Commerce Platform

“Onboarding new engineers is easier now. They can browse our shared collections from day one.”

Nina S.

Tech Lead, Cloud Infrastructure

“The AI agent finds articles related to my courses automatically. It's like having a research assistant for free.”

David T.

Student, CS Major

Plans

Simple, transparent pricing

Start free, upgrade when you need more.

Free

$0/mo

For starting a personal or small-team intelligence loop.

1 group
5 sessions total
20 bookmarks
1 AI agent (daily schedule)
Full-text search

Start Free

Most selected

Pro

$2.99/mo

For teams running an ongoing intelligence practice.

Unlimited groups & sessions
Unlimited AI agents (6h+)
Unlimited topics & sites
Everything in Free
Priority support

Go Pro

Open Source

Your team memory can live on your infrastructure.

Self-host Curyloop on your own servers. Same powerful features, your data, your rules. One Docker command to get started.

Self-host on your own infrastructure
SQLite - zero config database
Single Docker container
No vendor lock-in

View on GitHub Learn more

Terminal

$ docker run -p 3000:3000 \

montarist/curyloop-community

Ready on http://localhost:3000

Field notes

From the blog

Guides, tips, and insights on knowledge curation.

All posts

Interconnected knowledge nodes forming a network

knowledge-managementproductivity

What Is Knowledge Management? A Complete Guide for Modern Teams

Learn what knowledge management is, why it matters for teams, and how modern tools like AI curation turn scattered links into searchable team knowledge.

Mar 108 min