All tools / Memory framework / library

Graphiti

Framework for real-time, temporally-aware knowledge graphs for agents; the engine behind Zep.

Works with

The vendor docs we checked don't name specific bot clients (often a library or service you build on).

Per vendor docs, checked 2026-11-09. Not tested by MemoryStack. Source

Install

pip install graphiti-core

From the vendor's docs. Read them before running anything.

Details

Runs
Runs locally
MCP transport
Unknown
Auth
LLM provider API key
Storage
Neo4j, FalkorDB, Kuzu (deprecated), Neptune
License
Apache-2.0
GitHub
getzep/graphiti
Stars
32,686
Last release
v0.31.2 · 2026-10-20
Last push
2026-11-09
Archived
No
Website
help.getzep.com/graphiti

Known pitfalls

  • Kuzu backend is deprecated (upstream unmaintained) and will be removed; prefer Neo4j or FalkorDB Source

Change history

  • Added to MemoryStack.
  • Released v0.31.2. Link