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Multi-agent memory →Memory overview

One shared memory for every agent you run.

Your AI remembers what matters, stays in sync across every agent and tool, and always serves the right answer — fast. Here's everything that comes in the box.

npx @ultramemory/cli init
Your whole team of agents, one memory they share
shared bucketOrchestratorResearcherCoderReviewerWeb search
  • parent
  • subagent
  • peer
  • tool
Memory overview[1 / 6]

Your agents write to one memory and read from one memory.

You decide what's private to each agent and what's shared by the team. Here's the same memory, from raw write to what the team can recall.

Private writes → shared memory

Sources · raw[3]

Memories · facts[3]

  • active0.96Shared: account is Enterprise, EU data residency.
  • active0.98Shared: contract renewed through March, 2-year term.
  • active0.90Private to Coder: pnpm workspaces, Node 20.
What you get[2 / 6]

Everything in the box, one click from the part you care about.

Plain benefits, one line each. Pick a tile to go deep — the technical detail lives there.

Shared memory for every agent

Every agent and tool remembers the same things and stays in sync.

Learn more →
  • Always the right answer

    Resolves contradictions and always knows what's current.

    Learn more →
  • Instant recall

    Finds the right memory in milliseconds. Sub-200ms, every time.

    Learn more →
  • Keeps your AI sharp

    Feeds the model just what it needs, so it never slows or drifts.

    Learn more →
  • Safe & private by design

    Designed to resist poisoning; you control what's shared vs private.

    Learn more →
  • Plugs into anything

    Drop it into any agent in minutes; subagents inherit automatically.

    Learn more →
  • See what it remembers — and why

    Full transparency into every memory and where it came from.

    Learn more →
  • Works with any model

    OpenAI, Claude, Gemini, open models — your choice.

    Learn more →
The mental model[3 / 6]

It's not complicated.

Connect it → it learns as your agents work → every agent recalls.

  • 1 · Connect it

    Drop ULTRAMEMORY into any agent or tool in minutes.

  • 2 · It learns as your agents work

    Every agent writes what matters to one memory as it goes.

  • 3 · Every agent recalls

    Any agent reads the same memory and gets the right answer.

See how it works →

For developers[4 / 6]

An MCP plugin, TypeScript & Python SDKs, and a REST API.

Works with Claude Code, Cursor, and Codex. Drop it in and go from remember to recall in minutes.

Python

mem.remember(text, agent_id=…) mem.recall(query, agent_id=…)

Node

await mem.remember(text, { agentId }) await mem.recall(query, { agentId })
Recall p95sub-200ms

Deeper benchmarks live on Instant recall →

Works withClaude CodeCursorCodexMCPDeveloper docs ↗
Start free

Give your agents a memory they share.

Free to start. Pay for what you use.