Package Insights
Score based on PyPI data only - no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
0 days ago
Monthly downloads
6,648
•
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
6,648
Stars
Unknown
Stars per 1k downloads
—
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
109
Month daily avg
222
Momentum
-50.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
LicenseRef-Proprietary
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
0 days ago
Total releases
14
Releases/year
300.6
•
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
Unknown
Monthly downloads
6,648
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
macOS
2
Python Versions
3.13
100.0%
2
Top Countries
1.
RU
25
RU
2.
FR
12
FR
3.
US
8
US
4.
HK
5
HK
5.
NO
5
NO
6.
CA
2
CA
7.
GB
2
GB
8.
IN
2
IN
9.
NL
2
NL
Dependencies
29
- aiohttp >=3.9.0
- anthropic >=0.25.0
- boto3 >=1.28.0
- certifi >=2023.0.0
- composio-core >=0.5.0
- google-auth >=2.0.0
- google-genai >=1.0.0
- httpx >=0.25.0
- motor >=3.3.0
- openai >=1.0.0
- opentelemetry-api >=1.21.0
- opentelemetry-exporter-otlp >=1.21.0
- opentelemetry-exporter-otlp-proto-grpc >=1.21.0
- opentelemetry-exporter-otlp-proto-http >=1.21.0
- opentelemetry-instrumentation >=0.42b0
- opentelemetry-instrumentation-aiohttp-client >=0.42b0
- opentelemetry-instrumentation-fastapi >=0.42b0
- opentelemetry-instrumentation-logging >=0.42b0
- opentelemetry-instrumentation-redis >=0.42b0
- opentelemetry-instrumentation-requests >=0.42b0
- opentelemetry-instrumentation-system-metrics >=0.42b0
- opentelemetry-sdk >=1.21.0
- opentelemetry-semantic-conventions >=0.42b0
- pillow <13.0,>=11.0
- pydantic <3.0.0,>=2.0.0
- pyyaml >=6.0.0
- redis >=5.0.0
- requests >=2.28.0
- structlog >=23.0.0
50 optional dependencies
- a2a-sdk[connectors]
- a2a-sdk[a2a]
- aioboto3[listeners]
- aioboto3[sqs]
- aioimaplib[imap]
- aioimaplib[listeners]
- aiokafka[kafka]
- aiokafka[listeners]
- aiosmtplib[channels]
- aiosmtplib[email]
- asyncio-mqtt[listeners]
- asyncio-mqtt[mqtt]
- asyncpg[knowledge-postgres]
- asyncpg[knowledge]
- black[dev]
- botbuilder-core[channels]
- botframework-connector[channels]
- botframework-connector[teams]
- composio-core[connectors]
- composio-core[composio]
- crewai[connectors]
- crewai[crewai]
- flake8[dev]
- httpx[connectors]
- httpx[zapier]
- isort[dev]
- langgraph[connectors]
- langgraph[langgraph]
- mcp[connectors]
- mcp[mcp]
- motor[knowledge]
- pinecone-client[knowledge-pinecone]
- pinecone-client[knowledge]
- pyautogen[autogen]
- pyautogen[connectors]
- pynacl[channels]
- pynacl[discord]
- pypdf2[knowledge-docs]
- pypdf2[knowledge]
- pytest[dev]
- pytest-asyncio[dev]
- pytest-mock[dev]
- python-docx[knowledge-docs]
- python-docx[knowledge]
- python-telegram-bot[channels]
- python-telegram-bot[telegram]
- slack-sdk[slack]
- slack-sdk[channels]
- talon[channels]
- talon[email]
Used By
0
Not used by any tracked packages
Package Information
License
LicenseRef-Proprietary
First Release
May 5, 2026
Last Release
13 hr ago
Last Commit
-
Latest Version
2.1.51
Total Releases
14
Contributors
-
Open PRs
-
Archived
-
Python Versions
3
3.10
3.11
3.12
3.13
3.14
Wheels
cp314
Tracking Since
May 5, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh