AI Cognitive Memory

Getting started with AI Cognitive Memory.

Persistent, auditable memory for your AI agents. Sign up, choose a plan, install the plugin, and start recalling.

Store your first memory in under 5 minutes.

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Choose your path

AI Playground

Chat with AI using Kumiho Cognitive Memory — right from the dashboard

Best for

Available in your dashboard
Bring your own LLM API key
OpenAI, Anthropic, or Gemini

Open Playground

Claude Plugin

Persistent memory for Claude Code and Claude Cowork

Best for

Claude Code (CLI & VS Code)
Claude Cowork (Desktop)
One /kumiho-onboard command finishes setup

# 1. Add the Kumiho plugin marketplace
claude plugin marketplace add KumihoIO/kumiho-plugins

# 2. Install the plugin
claude plugin install kumiho-memory@kumiho-plugins

# 3. Onboard inside Claude Code
/kumiho-onboard <API-TOKEN>   # Kumiho Cloud (Dashboard › API Keys)
/kumiho-onboard ce            # or: self-hosted Community Edition

# Memory persists across all sessions

View on GitHub

OpenClaw Plugin

Open-source agent framework with full graph traversal

Best for

Published on npm — install in one command
Full memory lifecycle
Graph traversal & reasoning

# 1. Install the plugin
openclaw plugins install @kumiho/openclaw-kumiho

# 2. Initialize (one-time setup)
npx --package=@kumiho/openclaw-kumiho kumiho-setup

# Memory is live — persists across all sessions

View on npm

Memory lifecycle

Every memory flows through a lifecycle — each stage adds structure and durability.

Ingest

Store

Recall

Revise

Consolidate

What you get

Graph-native memory with provenance, reasoning edges, and offline consolidation.

Persistent recall: Memories stored as immutable revisions in a graph. Survive context resets, model swaps, and provider changes.
Typed reasoning edges: DERIVED_FROM, DEPENDS_ON, REFERENCED — every memory knows what it came from and what depends on it.
Dream State consolidation: Async background process that enriches, links, deduplicates, and prunes memories overnight.

Next steps

AI Cognitive Memory — Full Guide

The complete product page with architecture, comparison, and FAQ.

Open

MCP Plugin Setup

Step-by-step guide for Claude Code, Cowork, and OpenClaw.

Open

Dream State Guide

Configure nightly memory consolidation: enrichment, linking, pruning.

Open

Paper

15 design principles for graph-native cognitive memory.

Open

Ready to give your agents memory?

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