Memmachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
At a glance
Is this tool relevant to you?
What it does
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
May suit
People who want an AI system to plan or carry out multi-step tasks.
Before you try it
The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.
Evidence & freshness
What we know, and how recently we checked
This wider directory record has not passed catalog verification and its last sync is outside the expected refresh window.
- Source
- Automated project sync
- Checked
- Snapshot evidence level
- Limited confidence
- Maintenance signal
- Watch57/100
Mixed maintenance signals. Review recent activity and the weaker areas before adopting it.
The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.
How verification and health scoring work
Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.
Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.
Read the full methodology →⭐
3.1K
Stars
🍴
173
Forks
👥
40
Contributors
💚
Watch57/100
Health Score
Star History
Not enough data for chart
Health Score Breakdown
Star Momentum
0
Commit Frequency
63
Issue Health
80
Contributors
100
Release Cadence
30
Documentation
100
Community Signal
50
Project Info
- Language
- Python
- License
- Apache-2.0
- Last Commit
- 2026-05-11 23:00 UTC
- Last Release
- v0.3.8 (2026-05-08 19:16 UTC)
- Open Issues
- 94
- Bus Factor
- 4
- Commits/Week
- 12.5
- Avg Issue Close
- 6.7 days
agentagentic-aiagentsagents-sdkaiai-agentschatbotsconversational-agentsconversational-aigenaiknowledge-graphllmlong-short-term-memorymemorymemory-managementpersistent-memorypersonalizationpythonstrands-agents
Project Badge
Embed a live health badge in a README or docs page.
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