PyPI Stats
mckinsey

ark-sdk

Provider-agnostic operations for agentic resources. ARK codifies patterns and practices developed across dozens of agentic application projects.
PyPI GitHub
Downloads
Day
114
Week
709
Month
4.2K
Stars
380
Forks
84
Issues
262
Version
0.1.60

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
55
Adoption
36
Community
80
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
4,167
• 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
4,167
Stars
380
Stars per 1k downloads
91.19
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
101
Month daily avg
139
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 Software License
• 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
15 days ago
Total releases
33
Releases/year
6.5
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
62
Monthly downloads
4,167
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
80
 
Issue Burden
689.5
per 1k stars
Discussions
10.5
per 1k stars
Fork Ratio
73.8%
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 24
Windows 2

Python Versions

3.12
92.3% 24
3.13
7.7% 2

Top Countries

1. SG SG
36
2. CN CN
2
3. HK HK
2
4. CA CA
1
5. FR FR
1
6. KR KR
1

Dependencies

14
4 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache Software License
First Release
April 9, 2021
Last Release
2 weeks ago
Last Commit
5 days ago
Latest Version
0.1.60
Total Releases
33
Contributors
62
Open PRs
41
Archived
No
Python Versions
3 3.10 3.11 3.12
Wheels
py3
Keywords
agentic-ai agents ai ark automation kubernetes llm mckinsey
Topics
agentic-ai ai cloud devops kubernetes
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links