For builders

One brain for many agents,
with a door.

Kemory is multi-tenant, MCP-native memory for the AIs and agents you build. Skip the memory layer — we built it once.

  • MCP-native
  • 17 memory tools
  • Self-host or hosted
Architecture

Shared is the meeting room.
Gatekeeper is the door.

Every agent gets its own identity. They share one namespace but access is governed — deny by default, JIT consent, a rule engine that decides who reads what before anything runs.

Pastel foundation layers — structured, governed, permissioned by design.
Columnar layers — 17 memory tools, every operation declared.
17 tools

17 memory tools,
annotated so your client knows.

Each tool is annotated — reading from writing from deleting — so your MCP client knows what's safe to run before it runs anything. No silent side effects.

Audit

A hash-chained audit trail
you can prove.

Every memory event lands in an append-only, hash-chained log. Tamper with an entry and the chain breaks from that point forward. Audit is architecture, not an afterthought.

Stacked geometric stages — every event traced, every chain intact.
For builders

Connect once
from any MCP client.

Claude Code, Cursor, Claude Desktop, Cline, Windsurf, Warp, Codex, Gemini CLI — one config entry each. Web AIs connect over OAuth with nothing to install.

Layered grid foundation — connect once from any MCP client.
Any client

Connect once
from any MCP client.

Claude Code, Cursor, Claude Desktop, Cline, Windsurf, Warp, Codex, Gemini CLI — one config entry each. Web AIs connect over OAuth with nothing to install.

Foundation pillars — one config, every client.
Gradient foundation strata — self-contained, running on your own terms.
Self-host

Self-host with Docker
or use hosted.

Run Kemory on your own infrastructure with Docker, or use the hosted version. Compaction runs on open models — you choose which, and you can swap them without migrating data.

For builders

Skip the memory layer.
We built it once.

Multi-tenant, MCP-native, governed by default. Connect once and 17 memory tools go live across every agent you build — with an audit trail and a self-host path when you need it.

Field of luminous nodes — the memory layer, built once for every agent you ship.