Live from Git

Living landscape

Agent Memory

Explore the products and frameworks with published evidence for agent memory capabilities.

Published snapshotBuilt from current wiki evidence

Overview

Agent memory buyer's guide

Evidence-backed entities. Explore products and frameworks, inspect their sources and compare only what the published evidence can establish.

Ready to explore
6
Published sources
8
Latest evidence
2026-10-06

Buyer starting point

Start with the evidence, then test fit

This guide shows what the published wiki can support. It does not turn an article mention into a capability claim or product recommendation.

6Products

Choose a path

Explore documented products

Open a dossier to inspect the original source before comparing capabilities. These are supported entries, not recommended vendors.

  • Mem02 published entries
  • Zep2 published entries
  • Engram1 published entry
  • Letta1 published entry
Browse all productsTry the Mem0, Letta and Zep comparison

Research proposals are not evidence of supported, deployable products. 0 research frameworks are indexed separately; a paper alone does not establish maintenance or production use.

Decision questions

Buyer checklist

Use these questions when reading each source and comparing candidates.

  1. Memory modelWhat is remembered, consolidated and forgotten?
  2. DeploymentCan it meet hosting and data-residency requirements?
  3. IntegrationDoes published evidence cover the frameworks you use?
  4. ControlCan users inspect, correct and delete stored memories?

The wiki does not infer missing capabilities. 4 dossiers currently have only one published wiki entry; multiple entries would not by themselves establish independent corroboration.

Evidence directory

Explore every supported entity