PyPI Stats
awslabs

awslabs-document-loader-mcp-server

Official MCP Servers for AWS
PyPI GitHub
Downloads
Day
641
Week
4.1K
Month
23.1K
Stars
9.0K
Forks
1.5K
Issues
156
Version
1.0.14

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
85
Adoption
43
Community
80
How the maintenance status was determined
Last commit
0 days ago
Monthly downloads
23,110
• 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
23,110
Stars
8,972
Stars per 1k downloads
388.23
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
581
Month daily avg
770
Momentum
-24.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
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-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
15 days ago
Total releases
14
Releases/year
29.5
• 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
331
Monthly downloads
23,110
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
87
 
Issue Burden
17.4
per 1k stars
Discussions
3.7
per 1k stars
Fork Ratio
22.1%
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 207
macOS 47
Windows 20

Python Versions

3.13
86.5% 237
3.14
6.6% 18
3.12
5.1% 14
3.10
1.1% 3
3.11
0.7% 2

Top Countries

1. JP JP
202
2. US US
38
3. SG SG
12
4. GB GB
8
5. IN IN
8
6. KR KR
5
7. CO CO
4
8. BR BR
2
9. CH CH
2
10. DK DK
2

Dependencies

5
3 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
November 14, 2025
Last Release
2 weeks ago
Last Commit
22 hr ago
Latest Version
1.0.14
Total Releases
14
Contributors
331
Open PRs
326
Archived
No
Author
Amazon Web Services
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
py3
Topics
aws mcp mcp-client mcp-clients mcp-host mcp-server mcp-servers mcp-tools modelcontextprotocol
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links