MCP Integration
Connect any agent to
Kumiho Memory.
The Kumiho MCP plugin gives AI agents persistent memory through the Model Context Protocol. Install once, remember forever.
Fastest path: the Claude Code plugin
One install wires the MCP server, session hooks, and skills — engage before responding, reflect after, automatically. Then run onboarding for your backend.
claude plugin marketplace add KumihoIO/kumiho-plugins && claude plugin install kumiho-memory@kumiho-pluginsFinish setup inside Claude Code:
- /kumiho-onboard ce — self-hosted Community Edition
- /kumiho-onboard <API-TOKEN> — Kumiho Cloud (Dashboard › API Keys)
Available MCP tools
These tools are exposed to your agent automatically when the plugin is installed.
kumiho_memory_storeStore a conversation summary with typed edges
kumiho_memory_recallRetrieve memories by semantic query
kumiho_memory_consolidateRun Dream State consolidation
kumiho_memory_ingestBuffer a message in working memory
kumiho_search_itemsSearch items by name, kind, or metadata
kumiho_create_revisionCreate a new revision on an item
Platform setup
Choose your platform and follow the setup instructions.
Claude Code
npm:kumiho-cowork- Zero-config persistent memory
- Automatic session continuity
- Memory recall across all sessions
// .claude/settings.json
{
"plugins": {
"kumiho-memory": {
"url": "npm:kumiho-cowork"
}
}
}Claude Cowork
npm:kumiho-cowork- Shared team memory
- Decision attribution to authors
- Cross-session team context
// Cowork project configuration
// Team-wide memory sharing is automatic
// Each member's decisions are attributed
kumiho_memory_recall("project architecture")
// → Team-wide decisions with full provenanceOpenClaw
pip install kumiho-memory- Full graph traversal
- Memory lifecycle control
- Agent restart persistence
from openclaw import Agent
from kumiho import KumihoMemory
agent = Agent(
memory=KumihoMemory(api_key="..."),
# Memories persist across agent restarts
# Full graph traversal for reasoning
)Ready to connect?
Pick your platform, install the plugin, and your agent gets persistent memory in minutes.