Memclaw
agent-framework🔥 Trending
Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
Stars
335
Δ stars 7d
+49
Δ stars 30d
—
Forks
44
Contributors
9
npm DL / wk
—
PyPI DL / wk
—
Language
Python
Last push
2026-07-19
About Memclaw
Fleet memory for AI agents — governed, shared, self-improving. Quick Start · Features · Performance · MCP · API Reference · Plugin Docs · Contributing · Discord MemClaw is open-source memory for **multi-tenant, multi-agent** AI fleets. Your agents store what they learn, find what the fleet knows, and get smarter with every interaction — learning from each other instead of repeating mistakes.
Read the full README on GitHub →
Why Memclaw is trending
- Gained 49 stars in the last 7 days
- Growing 2.1x faster than the previous week
- 10x the median weekly star growth of its category
Growth score: 80/100 week of 2026-07-20
Signal history
| Week | Score | Δ★ | Signal |
|---|---|---|---|
| 2026-07-20 | 80 | +49 | 🔥 Trending |
| 2026-07-13 | 48 | +49 | 🌱 Emerging |
| 2026-07-06 | 80 | +58 | 🔥 Trending |
| 2026-06-29 | 80 | +36 | 🌱 Emerging |
| 2026-06-22 | 80 | +29 | Stable |
| 2026-06-15 | 9 | +0 | Stable |
Memclaw alternatives
Projects in the same category, closest in size — picked by data, not opinion.
See all agent-framework projects ranked by growth →
Frequently asked questions
- Is Memclaw still maintained?
- Yes — actively maintained. The last push was on 2026-07-19, with 9 contributors.
- Is Memclaw growing?
- Yes — it currently carries our trending signal, gaining 49 stars in the last 7 days. See the weekly signal history above.
- What are the best Memclaw alternatives?
- Closest by category and size in our data: ferdousbhai/investor-agent, AI Team OS, Code Context Engine — full list with live signals above.
Topics
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Tracked since 2026-06-20 · data as of 2026-07-19 · 54 open issues · 38 releases