Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
87
Adoption
69
Community
80
How the maintenance status was determined
Last commit
28 days ago
Monthly downloads
863,407
•
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
863,407
Stars
12,101
Stars per 1k downloads
14.02
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
26,725
Month daily avg
28,780
Momentum
-7.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
<3.14.0,>=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
30 days ago
Total releases
168
Releases/year
53.4
•
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
203
Monthly downloads
863,407
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
69
Issue Burden
7.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
11.9%
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
13.6K
Windows
881
macOS
547
Python Versions
3.12
54.0%
8.0K
3.11
23.6%
3.5K
3.13
12.6%
1.9K
3.10
6.6%
988
3.14
3.2%
472
Top Countries
1.
US
10.7K
US
2.
IE
567
IE
3.
AU
541
AU
4.
ES
534
ES
5.
DE
487
DE
6.
CN
371
CN
7.
FR
311
FR
8.
IN
249
IN
9.
NL
229
NL
10.
CA
184
CA
Dependencies
24
- aiofiles >=23.1.0
- asyncer <0.1.0,>=0.0.8
- audioop-lts <0.3.0,>=0.2.1
- click <9.0.0,>=8.1.3
- dataclasses-json <0.7.0,>=0.6.7
- fastapi >=0.116.1
- filetype <2.0.0,>=1.2.0
- httpx >=0.23.0
- lazify <0.5.0,>=0.4.0
- literalai ==0.1.201
- mcp <2.0.0,>=1.11.0
- nest-asyncio <2.0.0,>=1.6.0
- packaging >=23.1
- pydantic <3,>=2.7.2
- pydantic-settings >=2.10.1
- pyjwt <3.0.0,>=2.8.0
- python-dotenv <2.0.0,>=1.0.0
- python-multipart <1.0.0,>=0.0.18
- python-socketio <6.0.0,>=5.11.0
- starlette >=0.47.2
- syncer <3.0.0,>=2.0.3
- tomli <3.0.0,>=2.0.1
- uvicorn >=0.35.0
- watchfiles <2.0.0,>=1.1.1
30 optional dependencies
- aiosqlite[tests]
- asyncpg[custom-data]
- azure-identity[custom-data]
- azure-storage-blob[custom-data]
- azure-storage-file-datalake[custom-data]
- botbuilder-core[tests]
- boto3[custom-data]
- discord[tests]
- google-cloud-storage[custom-data]
- langchain[tests]
- llama-index[tests]
- matplotlib[tests]
- moto[tests]
- mypy[mypy]
- mypy-boto3-dynamodb[mypy]
- openai[tests]
- pandas[tests]
- pandas-stubs[mypy]
- plotly[tests]
- polars[tests]
- pytest[tests]
- pytest-asyncio[tests]
- pytest-cov[tests]
- semantic-kernel[tests]
- slack-bolt[tests]
- sqlalchemy[custom-data]
- tenacity[tests]
- transformers[tests]
- types-aiofiles[mypy]
- types-requests[mypy]
Used By
73
- tradingagents
- aixtools
- fermilink
- aria-ai
- autobots-devtools-shared-lib
- evalvault
- speedy-utils
- orionbelt-chat
- swarm-plus
- easierlit
- vtai
- agentic-chat-ui
- pixelle
- evoagent
- ai-six
- agentopera
- sentinel-sec
- agentic-kernel
- akita-ai
- aws-ai-capacity
- genpilot
- boterview
- chainlit-crew-adapter
- lit-data-layers
- edubotics-core
- agent-context
- fastrag
- dotagent
- bandu-rai
- agentbox
- agentdb
- iflow-mcp-aws-samples-sample-bedrock-chainlit-mcp
- incognitogpt
- dotagent-dev
- agent-cloud
- agent-cloud-os
- dictatorgenai
- llm-server
- autohire
- code-context
- llmproxy
- nodeology
- chainlit-praisonai
- next-llm
- codegraph-agent
- iflow-mcp-aws-samples-aws-cost-explorer-mcp
- iflow-mcp-aidc-ai-pixelle
- agent-management-system
- agent-system
- agent-ngo
Package Information
License
Apache-2.0
First Release
March 31, 2023
Last Release
1 month ago
Last Commit
4 weeks ago
Latest Version
2.11.1
Total Releases
168
Contributors
203
Open PRs
30
Archived
No
Author
Willy Douhard, Dan Andre Constantini
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh