agent‑memorySign in →

Volume 01 · Issue 01 · 2026

A second brain
that survives
model changes.

Self-hosted temporal-knowledge-graph memory for AI agents. Not a flat fact store — entities, relationships, and bi-temporal validity. Your graph remembers when something was true.

Get a tenantOr read the spec →

Powered by Graphiti on FalkorDB. Remote-MCP from day one.

Fig. 01 — public demo tenant
∞
memories
6
MCP tools
10
entity types
2
time axes

§ What it remembers

Six fact archetypes,
infinitely composable.

Whatever you put into add_memory, Graphiti extracts entities and relationships under your custom schema.

  • 01
    Person → Company
    works at
    "Albert works at Krea"
  • 02
    Company → Project
    ships
    "Krea ships agent-memory"
  • 03
    Decision → Reasoning
    because
    "Picked FalkorDB because Cypher + property graphs"
  • 04
    Person → Preference
    prefers
    "Diego prefers vim over emacs"
  • 05
    Project → Tool
    uses
    "agent-memory uses Graphiti"
  • 06
    Goal → Person
    owned by
    "Q1 audit log → Albert"

§ Why bi-temporal

Two clocks, not one.

Every fact has a valid window (when it was true in the world) and an ingest time (when you learned it). Update a fact and the previous version isn't deleted — it's invalidated, with the timestamp as the witness.

Result: scrub the timeline and watch your graph reconfigure. No bug-prone "edit then forget what you used to think." History is queryable.

Janvalid time →now"Albert works at Krea"valid since Jan"Krea is in Madrid"invalidated · "moved to SF""Q4: ship v2"

§ Connect

One MCP URL,
any client.

Drop into Claude Desktop, openclaw, Cursor, Claude Code. Same bearer key works everywhere. Tenant-scoped server-side; clients can't set their own group_id.

# Claude Code
$ claude mcp add agent-memory https://your.host/mcp/ \
    --transport http --scope user \
    --header "Authorization: Bearer ak_..."

# Or cmdline
$ curl -H "Authorization: Bearer ak_..." \
    "https://your.host/v1/graph?limit=200"

Six tools exposed. Three blocked at the proxy for tenant safety.

Give your agent continuity.

Free while in beta. Open source. Bring your own Supabase + your own keys.

Get a tenantView source