Lobu Memory scores 87.1% on LongMemEval, highest of any system

Proactive agents that never forget.

Build autonomous agents that take action and stay reachable from any chat or AI client.

Active use case: Market
lobu-prodCompanies

Companies

3 records Β· Market memory

Company entity type

Structured company memory your agents can recall and update.

Editing schema
Metadata schema
identityreqstringpreferencesjsondecisionsjson[]valid_fromdatetimeembeddingvector
Relationships
ownsAsset1 β†’ manysubscribes toSubscription1 β†’ 1followsTopicmany β†’ many
Automation
new-asset-linkedfirst-decisioninactive-90d
RecordSummaryTypeTagUpdated
LovablePrimary company node holds stage, valuation, and market position context.CompanyprimaryJust now
Anton OsikaFounders are tracked with role, background, and other portfolio companies they've founded.Founderfounder12m ago
Series BFunding rounds capture amount, lead investor, and competitive context.Fund Roundfunding2h ago
Trusted by teams like yours
P.HappyTetraVitVioCleverChainSynthax
[01] Memory/ Agents ↔ Recall
Shared memory for every agent

Turn data into shared, structured memory.

Tell one agent something and the rest already know. Lobu Memory gives every agent the same typed entities and event history, recalled through MCP when it matters.

Read the memory guide
[02] Skills/ Capability ↔ Bundle
Drop in, ready to work

Give your agent new capabilities.

A skill bundles everything an agent needs to do something: instructions, tools, and access, all in one folder. No glue code, no IT ticket. Drop it in and the agent picks it up.

Explore skills
SKILL.mdlobu.tomlrunner.ts
---
name: github-triage
network:
  allow: [api.github.com]
nixPackages: [gh]
mcp:
  - github
---

# Triage every new issue
- Pull recent issues
- Cross-reference owners
- Comment with the next step
[03] Autonomous/ Watchers ↔ Memory
Working while you're away

Turn schedules into agents that act on their own.

A watcher wakes on a schedule, reads recent activity, filters with a prompt you wrote, and writes the signal (not the noise) into entity memory. The agent isn't online, but the memory is moving.

How watchers work
Watcher Β· every 1h
β—‰ awake
β€œTrack incidents, blockers, PRs for Acme. Skip OOO chatter.”
βœ“INC-4421 rollback
βœ“Caching PR pending merge
βœ—OOO message
βœ—Lunch plans
Company:Acme+2 memories
[04] Available everywhere/ Chat ↔ MCP
Built into your tools

Talk to your agents from any chat or AI client.

Lobu agents live where your team already works: Slack, Telegram, Discord, Teams, WhatsApp, Google Chat. Or pull them into ChatGPT, Claude, Cursor, and any MCP-capable client over the same protocol.

Connect via MCP
[05] Own your data/ Self-host ↔ Managed
Self-host or managed

You own your data.

Run open-source Lobu on your own servers for full control over your data and credentials, or use our managed runtime. With per-second billing you only pay for the time your agents are awake.

Self-host guide
Self-host
Free
  • βœ“Open-source code
  • βœ“Run on your servers
  • βœ“Your data, your keys
Managed by Lobu
Pay-per-use
  • βœ“We run the infra
  • βœ“Scale to zero when idle
  • βœ“Per-second billing
[06] Architecture/ Gateway ↔ Workers
Runs on your infrastructure

One gateway, isolated workers, no leaked secrets.

Lobu receives messages at the gateway, starts sandboxed worker processes on demand, and proxies tools, memory, and credentials so agents stay isolated from your real keys.

Messaging platforms
Slack
Block Kit, interactive actions
Telegram
Mini App, inline buttons
WhatsApp
Reply buttons, list menus
Discord
Servers, DMs, markdown replies
Teams
Channels, bots, enterprise workflows
Google Chat
Cards v2, Workspace spaces
  • Link users across platforms with single sign-on
  • Approval flows, rich cards, buttons, and more
Bring your own agent
Lobu Memory
Lobu
Control Plane
  • Workers never see secrets
  • HTTP proxy with domain allowlist
  • MCP proxy with per-user OAuth
  • BYO provider keys (Anthropic etc.)
Equip your agent
Lobu Skills
OpenClaw Runtime
User A
isolated
OpenClaw Runtime
User B
isolated
OpenClaw Runtime
User C
isolated
  • One sandbox per user and channel
  • Subprocess isolation with just-bash virtual filesystems
  • systemd-run hardening on Linux production hosts
  • No direct internet access (gateway proxy only)
  • Nix reproducible environments
  • OpenTelemetry for observability
Adapt the model to your shape

One memory schema, every record type.

Members, assets, topics. Extend the schema with your own objects and define how they relate. Lobu Memory routes events, embeddings, and watchers along those edges automatically.

MemberStandard
  • Identity
  • Preferences
  • Decisions
  • 5 more attributes
AssetStandard
  • Valuation
  • Transaction
  • Source
  • 3 more attributes
TopicStandard
  • Summary
  • Watchers
  • Linked records
  • 2 more attributes
Add object

Start with the
free open-source build.