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

Growth score: 80/100 week of 2026-07-20

Acceleration (40%)100
Relative velocity (30%)100
Downloads (20%)0
Activity (10%)100

Signal history

WeekScoreΔ★Signal
2026-07-2080+49🔥 Trending
2026-07-1348+49🌱 Emerging
2026-07-0680+58🔥 Trending
2026-06-2980+36🌱 Emerging
2026-06-2280+29Stable
2026-06-159+0Stable

Memclaw alternatives

Projects in the same category, closest in size — picked by data, not opinion.

AI Team OS🔥 Trending320
Code Context Engine🔥 Trending365

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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

Agent MemoryRAG (Retrieval-Augmented Generation)Knowledge GraphsMulti-Agent Systemsmcpmcp-serverclaudefastapiopenaiagentic-aiknowledge-graphagent-memoryragai-agentsllm-memorymulti-agent-systemsmemory-managementai-infrastructurepgvector

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Tracked since 2026-06-20 · data as of 2026-07-19 · 54 open issues · 38 releases