PyPI Stats
monocle2ai

monocle-apptrace

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (monocle2ai/monocle) with 2 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
209
Week
2.8K
Month
17.7K
Stars
94
Forks
32
Issues
34
Version
0.8.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
42
Adoption
42
Community
80
How the maintenance status was determined
Last commit
0 days ago
Monthly downloads
17,703
• 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
17,703
Stars
94
Stars per 1k downloads
5.31
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
393
Month daily avg
590
Momentum
-33.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.8
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
6 days ago
Total releases
40
Releases/year
22.4
• 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
21
Monthly downloads
17,703
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
84
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
65.6%
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 449

Python Versions

3.13
70.4% 316
3.12
25.8% 116
3.11
3.8% 17

Top Countries

1. US US
487
2. AU AU
4
3. FR FR
4
4. KR KR
4
5. JP JP
2
6. NO NO
2
7. CA CA
1

Dependencies

6
77 optional dependencies

Used By

2

Package Information

License
Apache-2.0
First Release
July 23, 2024
Last Release
6 days ago
Last Commit
18 hr ago
Latest Version
0.8.0
Total Releases
40
Contributors
21
Open PRs
24
Archived
No
Python Versions
3
Wheels
py3
Topics
generative-ai linux-foundation llms observability oss python telemetry tracing llm-agent llm-inference opentelemetry
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links