Memory 2.0 is here

Your AI actually remembers.

And it dreams while you sleep.

REM Labs gives every AI agent persistent Memory 2.0 — knowledge that compounds every night through a 9-stage Dream Engine.

No credit card · Memory always free · 1,406 agents dreaming tonight

Works with: Claude GPT-4o Llama 3 Gemini Mistral
Morning Brief · April 2, 2026 · 08:04 AM
Workspace
🧠 Memory Hub
💤 Dream Studio
📊 Reports
🐝 Hives
🔭 Explorer
Morning Intelligence Brief Apr 2, 2026
84
Brain Glow Score
9
Dream Cycles
2,341
Memories Stored
+12
Insights Today
Top Insights
Rate limiting follows exponential back-off — update client accordingly
Auth pattern shared across 3 APIs — abstraction recommended
Sprint 4 deadline risk: 2 blockers still unresolved

Try it now. No signup.

Type anything your AI should remember. See it stored instantly.

Memory Store — Live Preview
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1,406 agents dreaming right now
★★★★★ 4.9 / 5 from 312 users
TEE Security SOC 2 in progress
How it Works

From first thought to overnight insight.

01
🔌
Connect your AI
Add one line to your system prompt or install the MCP. Memory starts recording automatically — zero configuration.
02
🌙
It learns overnight
Every night at 2AM your time, the Dream Engine runs 9 synthesis strategies across all your memories.
03
☀️
Wake up smarter
Your Morning Brief is ready. Brain Glow Score, top insights, TMR cues — generated while you slept.
04
♾️
Compounds forever
Each dream cycle links new knowledge to old. Your AI doesn't just remember — it understands more every week.
Memory Hub

Never lose context again.

Every fact, note, code snippet, and conversation — stored with type labels, scored for relevance, organized into namespaces. Your AI's second brain, searchable in milliseconds.

Open Memory Hub →
Memory Hub · research-agent
Namespaces
research 24
finance 8
archive 5
+ New namespace
api_rate_limits
note
Rate limits vary by tier. Implement exponential back-off for 429 responses...
gpt4o_context
fact
GPT-4o supports 128k context window with vision and function calling...
async_fetch_pattern
code
async function fetchWithRetry(url, maxRetries = 3) {...
sprint_4_kickoff
event
Sprint 4 planning: auth refactor, memory integration...
Dream Studio

9 strategies. Your AI gets smarter every night.

Not just storage — synthesis. Choose from 9 REM strategies: pattern extraction, insight generation, knowledge compression, association mapping, and more. Schedule once. Your AI improves itself while you sleep.

Open Dream Studio →
84
Brain Glow after 30 days
vs 41 on day 1
9
synthesis strategies per run
faster recall after 2 weeks
Dream Studio
Strategies
synthesize
pattern_extract
insight_generate
compress
associate
validate
evolve
forecast
reflect
3 of 9 selected
12 memories selected
REM Cycle · Running · 02:14 AM
ORIENT
✓ done
GATHER
✓ done
CONSOLIDATE
● running
VALIDATE
EVOLVE
Score so far
84 Inferno
Dream Reports

A Morning Brief, not a data dump.

Every dream session distilled into what matters: your Brain Glow Score (0–100), top insights, procedural skills extracted, and TMR cues queued for today. Ready before your first coffee.

See a sample report →
Dream Reports · Morning Intelligence Brief
Morning Intelligence Brief
April 2, 2026 · 08:04 AM
84
Inferno
+12
Insights
9
Dreams
↑7%
Trend
Score Trend — Last 7 Sessions
Top Insights
Rate limiting follows exponential back-off — update client accordingly
3 APIs share same auth pattern — abstraction recommended
Sprint 4: 2 blockers unresolved — deadline risk detected
Team Hives

Intelligence that grows with your team.

Shared namespaces. Role-based access. Collective Dream runs across your entire hive. When your whole team uses REM, everyone's AI learns from everyone's insights — every single night.

Create a free hive →
Team Hives
Hives
Engineering
4 members
Research
2 members
Finance
3 members
+ New Hive
Engineering Hive
4 members · Last dream: 2h ago
Members
@aliceOwner
@bobEditor
@carlaEditor
@davidViewer
Shared Memories (156)
sprint_4_goalsfact
api_migration_plannote
Memory Explorer

See every connection your AI makes.

An interactive knowledge graph of every memory — force-directed, filterable by type, date, or tag. Click any node to see connections, context, and confidence score. Your AI's mind, made visible.

Open Memory Explorer →
Memory Explorer · research-agent
All Regular Dream Export
api_patterns auth_methods rate_limits jwt_tokens backoff_algo associations patterns sprint_4 forecast_1 gpt4o_ctx forecast_2 async_fetch memory_v2 predict_3
42 Keys
total nodes
12 Dreams
synthesized
3 NS
namespaces
OS Editions

Purpose-built for your domain.

Each edition ships with domain-specific memory templates, dream strategies, and integrations pre-configured for your industry.

🔬
Research OS

Research OS

For researchers & analysts

Synthesize literature across hundreds of papers. Surface contradictions, track citations, and let the Dream Engine grow your hypothesis graph overnight.

Explore →
📈
Finance OS

Finance OS

For traders & analysts

Digest earnings calls, track sentiment drift, and watch the Dream Engine surface recurrent market patterns from months of compounding memory.

Explore →
⚖️
Legal OS

Legal OS

For lawyers & paralegals

Build living case law repositories. Surface precedent graphs, track cross-jurisdiction conflicts, and extract procedural patterns from every matter.

Explore →
🎨
Creative OS

Creative OS

For creators & designers

Track your creative history, identify style patterns, and surface unexpected cross-project connections that unlock your next breakthrough.

Explore →
For Developers

Zero config. Three lines.

REM Labs is built on slopshop.gg — the developer API for AI memory. Full REST API, CLI, MCP server, Python + Node SDKs.

Consumer on REM Labs. Developer on slopshop.gg. Same backend — two frontends.

SDK Quick Start
// Install the MCP server npx @slopshop/mcp // Or REST API const { Rem } = require('@slopshop/sdk'); const rem = new Rem({ key: process.env.REM_API_KEY }); await rem.store({ key: 'user_pref_theme', value: 'dark mode, dense UI', namespace: 'my-agent' }); // Run a dream cycle await rem.dream.start({ strategy: 'synthesize' });

Real people. Real memory.

From researchers to founders, across 40+ countries.

I manage 40 clients. REM means I never forget a preference again.
🌍
Maya A.
Freelance Writer · Lagos, NG
Memory Hub
Integrated in 10 minutes. Our agent's context quality jumped in the first week.
👨‍💻
David L.
ML Engineer · San Francisco
Dream Studio
The Morning Brief is the first thing I read. Better than my own notes.
📚
Carla M.
Research Scientist · Buenos Aires
Dream Reports
Our whole team shares a Hive. Everyone's AI learned from each other overnight.
🏢
Yuki T.
Startup Founder · Tokyo
Team Hives
The graph visualization surfaced connections in my research I'd missed for months.
🎓
Priya S.
PhD Student · Bangalore
Memory Explorer

Start free. Dream every night.

Memory storage is free forever. Pay only for advanced dream strategies and premium compute.

Free
$0/mo
For individuals getting started
StorageUnlimited
API calls500/mo
Dreams/day1 (basic)
  • Unlimited memory storage
  • Basic dream cycle (1/day)
  • Morning Intelligence Brief
  • Memory Graph Explorer
  • Brain Glow Score
  • 500 API calls/mo
  • Advanced dream strategies
  • Team Hives
Start free →
Enterprise
Custom
For teams and organizations
StorageUnlimited
API callsUnlimited
Dreams/dayCustom schedule
  • Everything in Pro
  • TEE Security (Nitro/TDX)
  • Unlimited memories + API calls
  • Unlimited Team seats
  • Self-hosted option
  • SOC 2 / HIPAA ready
  • Custom dream schedules
  • 99.99% SLA + dedicated support
Talk to us →

Start your first dream tonight.

Free forever. No credit card. Works with any AI model. Your first Dream Report in 24 hours.

Start for free →

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