Use case · claude-mem for Teams

claude-mem for Teams

Share a memory layer across your whole engineering team.

cmem can share a memory layer across your whole engineering team. The open-source engine captures structured observations as each developer works; CMEM Cloud links them so one brain — searchable, MCP-reachable — serves the whole team. Shared memory and team governance arrive with the Team tier.

How it fits teams
Capability
Without cmem
cmem.ai
Shared context
Lives in individual heads
One brain for the whole team
Onboarding
Re-explain the codebase
New members query the memory
Capture
Manual docs
A second model writes observations
Reach
Per-developer setup
One MCP link, every agent
Governance
Roles & access control (Team tier)
How it integrates

Up and running with Teams

01

Each dev installs the engine

Everyone runs npx claude-mem@latest install to start capturing observations.

02

Share the link

CMEM Cloud links each developer’s memory into one team-shared MCP endpoint.

03

Query the team brain

Any agent on the team recalls shared decisions and context through one link.

What you get

Memory that compounds, built in

Automatic capture

A second model writes structured notes out-of-band — no prompting, no slowdown.

Auto-categorization

Decision, bugfix, feature, discovery, security — every note lands in a taxonomy.

Search three ways

Semantic, keyword, and timeline search over everything your agents have done.

Causality threading

Before/after links connect why a change happened to what came next.

Local-first & private

Memory lives in local SQLite with privacy stripping; cloud sync is opt-in.

Smart-explore

Structural codebase exploration that is 6–12× cheaper than reading files in full.

See all features →

Early access

Bring memory to Teams

The engine is open source and free to install today. Cloud sync is $0 during early access — join the waitlist and your private MCP link arrives by email.