PyPI Stats
swarmauri

swarmauri-community

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (swarmauri/swarmauri-sdk) with 20 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
286
Week
460
Month
4.3K
Stars
104
Forks
47
Issues
248
Version
0.6.0.dev149

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
45
Adoption
36
Community
70
How the maintenance status was determined
Last commit
0 days ago
Monthly downloads
4,269
• 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
4,269
Stars
104
Stars per 1k downloads
24.36
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
66
Month daily avg
142
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
<3.13,>=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
471 days ago
Total releases
134
Releases/year
82.8
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
17
Monthly downloads
4,269
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
81
 
Issue Burden
2384.6
per 1k stars
Discussions
240.4
per 1k stars
Fork Ratio
36.2%
contrib / forks
Stale Release
471d
 
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
1

Dependencies

6
8 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
September 21, 2024
Last Release
1 year ago
Last Commit
11 hr ago
Latest Version
0.6.0.dev149
Total Releases
134
Contributors
17
Open PRs
52
Archived
No
Author
Jacob Stewart
Python Versions
3 3.10 3.11 3.12
Topics
monorepo orchestration llm-framework nlp tools agent-framework ai-agents artificial-intelligence embeddings llm microkernel modular-framework parsers plugin-architecture python python-sdk rag swarmauri toolkits vector-stores
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links