PyPI Stats
MemMachine

memmachine-server

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (MemMachine/MemMachine) with 3 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
123
Week
693
Month
2.8K
Stars
3.5K
Forks
173
Issues
86
Version
0.3.7

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
72
Adoption
34
Community
50
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
2,774
• 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
2,774
Stars
3,547
Stars per 1k downloads
1278.66
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
99
Month daily avg
92
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.12
• 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
Apache-2.0
• 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
4 days ago
Total releases
17
Releases/year
41.9
• 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
40
Monthly downloads
2,774
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
59
 
Issue Burden
24.2
per 1k stars
Discussions
0.8
per 1k stars
Fork Ratio
23.1%
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

Linux 9
macOS 2

Python Versions

3.12
72.7% 8
3.11
18.2% 2
3.13
9.1% 1

Top Countries

1. US US
39
2. SG SG
12
3. CN CN
8
4. HK HK
6
5. GB GB
4
6. KR KR
4
7. NL NL
4
8. CA CA
3
9. DE DE
3
10. FR FR
3

Dependencies

27
3 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
December 9, 2025
Last Release
5 days ago
Last Commit
4 days ago
Latest Version
0.3.7
Total Releases
17
Contributors
40
Open PRs
50
Archived
No
Python Versions
3 3.12 3.13 3.14
Wheels
py3
Keywords
memmachine server memory ai agent
Topics
ai memory memory-management python agent agentic-ai agents agents-sdk ai-agents conversational-agents conversational-ai llm long-short-term-memory persistent-memory personalization chatbots genai knowledge-graph strands-agents
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links