aiming-lab/SimpleMem
[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
3.9k
Stars
414
Forks
59.9
Radar Score
Rising
Momentum
Scoring Breakdown
Impact82.7
Velocity46.7
Health41.8
Growth Metrics
7-Day Stars
+9
30-Day Stars
+67
Acceleration
0.40x
Language
Python
Why it ranks
Steady growth — consistently collecting stars and contributors.
Popular Alternatives & Competitors
Top projects in the same category (Multimodal AI) — compare side by side.
🛡️ Enterprise Readiness & Commercial Safety
Organic Growth
74%
Moderate Confidence
License
Permissive (Commercial Friendly)
Safe for commercial use, modification, and distribution.
Health Grade
B
Based on maintenance, issue response, and release cadence.
Radar Score
59.9
Composite of Impact, Velocity, and Health.
⚠️ Growth Anomaly Detected:
- Issue engagement: 4 open issues for 3,873 stars (0.1%).
Disclaimer: This is an automated heuristic assessment based on public GitHub signals. Always perform your own security audit, dependency review, and legal compliance check before production deployment.
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