PyRank
kyegomez

swarms

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai
PyPI GitHub
More links
Download Stats
Monthly downloads
21.1K
Weekly downloads
6.9K
GitHub stars
7.2K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
16.0.1
Requires Python
<4.0,>=3.10
Licence
Apache-2.0
Last Release
1 week ago
Author
Kye Gomez
First Release
June 29, 2023
Total Releases
626
Python Versions
3 3.10 3.11 3.12 3.13
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
84
Adoption
83
Community
70
Provenance
0
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
21,059
• 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
21,059
Stars
7,244
Stars per 1k downloads
343.99
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
992
Month daily avg
702
Momentum
+41.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
<4.0,>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 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
13 days ago
Total releases
626
Releases/year
189.8
• 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
56
Monthly downloads
21,059
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
79
 
Issue Burden
18.9
per 1k stars
Discussions
3.6
per 1k stars
Fork Ratio
5.4%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 215
Windows 6
macOS 1

Python Versions

3.12
71.0% 154
3.11
14.7% 32
3.10
10.6% 23
3.13
2.3% 5
3.14
1.4% 3

Top Countries

1. US US
288
2. SG SG
32
3. CN CN
7
4. GB GB
4
5. CA CA
3
6. FR FR
3
7. IN IN
3
8. TW TW
3
9. IE IE
2
10. VN VN
2

Weekly Downloads

GitHub Stars