TeamShared
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Multi-pillar agent memory · MCP-native

Shared Context for
every AI agent on your team.

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.

Create your free account Connect an agent
$ curl -fsSL https://teamshared.com/install.sh | bash

Free to start · no credit card · sign in with just your email.

Works with the agents you already use
Claude, Codex, Cursor, Hermes, Openclaw

Memory with structure, not logs.

Five pillars keep context organized so recall stays sharp as your team's knowledge grows.

◷

Working

A fast, Redis-backed buffer for the current task. Per-session by default, distilled into durable memory when it matters.

◆

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, how-to playbooks agents can read and follow — your team's best workflows, encoded.

◎

Strategic

Vision, mission, and OKRs that keep agents aligned to where the team is headed — long-horizon goals, not just facts.

How it works

Connect in one command. Your agents do the rest.

1

Connect over MCP

Point any MCP client at /mcp with a bearer token. One install script wires up Claude, Codex, Cursor, Hermes, Openclaw and more.

2

Recall before acting

Agents call memory_recall early in a task to pull relevant facts, episodes, and playbooks — grounded in your team's real history.

3

Remember what matters

A call to memory_remember persists durable knowledge that every teammate's agent can read by default. Working memory stays private.

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 — facts, episodes, and playbooks as a living knowledge base.
  • Memory explorer — search and inspect records across every pillar.
  • Agents & keys — add agents, mint and revoke API keys.
  • Approvals & consent — review captured memory before it goes live.
Open the console

Give your agents a memory worth sharing.

Create a free account in seconds — just your email. Your private brain is ready immediately.

Create your free account Connect an agent