Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
0
Adoption
33
Community
0
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
2,438
•
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
2,438
Stars
0
Stars per 1k downloads
0.00
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
170
Month daily avg
81
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.11
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
Elastic-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
2 days ago
Total releases
5
Releases/year
83.0
•
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
3
Monthly downloads
2,438
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
10
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
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
35
Windows
6
macOS
2
Python Versions
3.12
72.7%
32
3.11
20.5%
9
3.13
4.5%
2
3.8
2.3%
1
Top Countries
1.
US
197
US
2.
HK
17
HK
3.
CN
16
CN
4.
DE
15
DE
5.
KR
12
KR
6.
RU
11
RU
7.
GB
9
GB
8.
NL
8
NL
9.
JP
7
JP
10.
SG
7
SG
Dependencies
19
- aiofiles <26.0.0,>=23.2.0
- aiosqlite <1.0.0,>=0.19.0
- apscheduler <4.0.0,>=3.10.0
- asyncpg <1.0.0,>=0.29
- authlib <1.7.0,>=1.6.5
- chardet <6.0.0,>=3.0.2
- fastapi <1.0.0,>=0.109.0
- fastmcp <3.0.0,>=2.0.0
- ladybug <0.17.0,>=0.16.0
- mcp <2.0.0,>=1.0.0
- numpy <3.0.0,>=1.26.0
- pydantic <2.14,>=2.5.0
- pydantic-core <2.47,>=2.14.0
- pydantic-settings <3.0.0,>=2.1.0
- python-multipart <1.0.0,>=0.0.6
- requests <3.0.0,>=2.32.0
- sqlalchemy <3.0.0,>=2.0.0
- uvicorn <1.0.0,>=0.27.0
- wsproto <2.0.0,>=1.2.0
1 optional dependencies
- sentence-transformers[kg-embeddings]
Used By
1
Package Information
License
Elastic-2.0
First Release
April 14, 2026
Last Release
2 days ago
Last Commit
4 days ago
Latest Version
0.1.14
Total Releases
5
Contributors
3
Open PRs
0
Archived
No
Python Versions
3
3.11
3.12
3.13
Keywords
Topics
-
Tracking Since
April 19, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh