PyPI Stats
memtomem

memtomem

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.
PyPI GitHub
Downloads
Day
561
Week
2.1K
Month
13.8K
Stars
4
Forks
19
Issues
23
Version
0.1.36

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
22
Adoption
41
Community
60
How the maintenance status was determined
Last commit
3 days ago
Monthly downloads
13,774
• 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
13,774
Stars
4
Stars per 1k downloads
0.29
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
297
Month daily avg
459
Momentum
-35.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
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
0 days ago
Total releases
37
Releases/year
500.2
• 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
14
Monthly downloads
13,774
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
37
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
73.7%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 30
macOS 10

Python Versions

3.12
78.0% 32
3.11
9.8% 4
3.13
9.8% 4
3.8
2.4% 1

Top Countries

1. US US
292
2. KR KR
80
3. NO NO
44
4. HK HK
36
5. CN CN
35
6. DE DE
18
7. SG SG
17
8. RU RU
16
9. GB GB
13
10. JP JP
10

Dependencies

10
20 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
April 10, 2026
Last Release
17 hr ago
Last Commit
4 days ago
Latest Version
0.1.36
Total Releases
37
Contributors
14
Open PRs
4
Archived
No
Author
memtomem contributors
Python Versions
3.12 3.13
Wheels
py3
Keywords
agent ai embedding markdown mcp memory rag search
Topics
agent ai bm25 claude embedding knowledge-management llm markdown mcp memory python rag semantic-search mcp-server harness-engineering harness-framework
Tracking Since
April 12, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links