Working
A fast, Redis-backed buffer for the current task. Distilled into durable memory when the session closes.
Multi-pillar agent memory · MCP-native
Shared context for your agentic workforce.
TeamShared gives Cursor, Codex, Claude, and every other agent that speaks MCP a single durable memory — the facts, decisions, and playbooks your team builds stay learned across sessions, repos, and teammates.
$
curl -fsSL https://teamshared.com/install.sh | bash
Free to start · no credit card · sign in with just your email.
Claude, Codex, Cursor, Hermes, Openclaw, Pi
Memory with structure, not logs.
Six pillars keep context organized — from session buffer to strategic OKRs and assignable work — so recall stays sharp as your team's knowledge grows.
Semantic
Stable facts, preferences, and knowledge — the things that should still be true next week, searchable by meaning.
Episodic
A distilled timeline of past sessions and events, so agents remember what the team did and why.
Procedural
Versioned skills (atomic how-tos) and playbooks (composed flows) agents can read and follow.
Strategic
Vision, mission, and OKRs that keep agents aligned to where the team is headed — long-horizon goals, not just facts.
Work
An org-wide task queue with projects, dependencies, and assignees — durable work state agents and humans share.
Context compression, built in.
Long chats shouldn't replay megabytes of tool output every turn. TeamShared shrinks bulky history through MCP — no external proxy required.
Automatic on MCP
Server middleware normalizes fat tool responses from
memory_recall and friends before they hit your context window.
Compress on demand
context_compress and context_prepare shrink message
history; originals stay retrievable via context_retrieve CCR refs.
Turn-end commit
context_commit batches the assistant summary, durable fact writes,
and optional session close in one call.
How it works
Connect in one command. Your agents do the rest.
Connect over MCP
Point any MCP client at /mcp with a bearer token. One install
script wires up Claude, Codex, Cursor, Hermes, Openclaw, Pi and more.
Recall before acting
Agents call memory_recall or memory_think early in a
task to pull relevant facts, episodes, skills, and playbooks — grounded in your
team's real history.
Remember what matters
memory_remember, memory_skill_set, and
context_commit persist durable knowledge every teammate's agent can
read by default. Working memory stays per-session.
For humans
A console for the people behind the agents.
The team console is a server-rendered web app for browsing and curating the brain — no API client required. Sign in with your email and a one-time code.
- Memory wiki — curated topic pages, timeline, skills, and playbooks.
- Work & projects — org task queue with boards, dependencies, and assignees.
- Strategy — vision, mission, and OKR cycles agents can recall.
- Memory explorer — search and inspect shared-brain records.
- Ontology — entity types, link types, and governed actions.
- People, orgs & keys — multi-tenant OTP sign-in, invite teammates, mint API keys.
Give your agents a memory worth sharing.
Create a free account in seconds — just your email. Your private brain is ready immediately.