PyPI Stats
doobidoo

mcp-memory-service-lite

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (doobidoo/mcp-memory-service) with 3 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
104
Week
200
Month
2.8K
Stars
1.8K
Forks
269
Issues
5
Version
10.39.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
69
Adoption
34
Community
60
How the maintenance status was determined
Last commit
2 days ago
Monthly downloads
2,818
• 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
2,818
Stars
1,769
Stars per 1k downloads
627.75
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
29
Month daily avg
94
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
>=3.10
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
16 days ago
Total releases
8
Releases/year
25.6
• 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
60
Monthly downloads
2,818
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
66
 
Issue Burden
2.8
per 1k stars
Discussions
15.3
per 1k stars
Fork Ratio
22.3%
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 4

Python Versions

3.11
100.0% 4

Top Countries

1. US US
5
2. KR KR
4
3. CA CA
1

Dependencies

22
4 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
January 12, 2026
Last Release
2 weeks ago
Last Commit
3 days ago
Latest Version
10.39.1
Total Releases
8
Contributors
60
Open PRs
1
Archived
No
Python Versions
3 3.10 3.11 3.12
Wheels
py3
Keywords
agent-memory ai-assistant ai-memory cross-platform developer-tools fastapi lightweight long-term-memory mcp memory-consolidation model-context-protocol multi-client onnx rest-api semantic-memory semantic-search sqlite-vec vector-database
Topics
mcp memory semantic-search vector-database claude vector-storage sqlite-vec mcp-server model-context-protocol agent-memory agentic-ai ai-agents autogen crewai knowledge-graph langgraph long-term-memory multi-agent open-source rag
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links