PyPI Stats
qualixar

superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588
PyPI GitHub
Downloads
Day
353
Week
1.3K
Month
18.1K
Stars
133
Forks
14
Issues
4
Version
3.4.39

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
41
Adoption
42
Community
20
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
18,085
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
18,085
Stars
133
Stars per 1k downloads
7.35
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
188
Month daily avg
603
Momentum
-68.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.15,>=3.11
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
AGPL-3.0-or-later
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
• Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
7 days ago
Total releases
94
Releases/year
686.2
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
4
Monthly downloads
18,085
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
39
 
Issue Burden
30.1
per 1k stars
Discussions
15.0
per 1k stars
Fork Ratio
28.6%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
31
2. US US
30
3. IL IL
4
4. DK DK
2
5. KR KR
2
6. SG SG
2
7. BB BB
1

Dependencies

25
20 optional dependencies

Used By

2

Package Information

License
AGPL-3.0-or-later
First Release
March 16, 2026
Last Release
1 week ago
Last Commit
1 week ago
Latest Version
3.4.39
Total Releases
94
Contributors
4
Open PRs
3
Archived
No
Python Versions
3.11 3.12 3.13 3.14
Wheels
py3
Keywords
ai-memory mcp-server local-first agent-memory information-geometry privacy-first eu-ai-act
Topics
knowledge-graph local-first agent-memory agent-reliability ai-agents claude-code cursor llm-memory mcp mcp-server persistent-memory qualixar semantic-search vector-search windsurf
Tracking Since
March 22, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links