Python · Apache-2.0
alibaizhanov/mengram
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
★ 206
Stars
35 forks · 26 open issues
+2.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
38.0
Momentum / 100
see the breakdown below
9mo ago
Created
last push 13d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 2.1 | +2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 15.0 | last week ran 3.71× the monthly pace |
| Freshness | 15 | 14.2 | last push 13d ago; decays to zero at 180 days |
| Scale | 15 | 6.7 | 206 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 38.0 | sum of the above |
Detail
| Topics | agent-memoryai-agentsai-memoryclaude-desktopcognitive-architecturecoherecursor-aiepisodic-memoryknowledge-graphletta-alternativellm-memorymcp-servermem0-alternativemodel-context-protocolmultilingual-embeddingspgvectorprocedural-memorypythonragsemantic-search |
| Matched on | RAG (semantic-search) |
| Short window | +2 stars over 7 days = 0.3/day |
| Long window | +2 stars over 26 days = 0.1/day |
| Lifetime average | 0.77 stars/day over 268 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |