PyRank
microsoft

agent-governance-toolkit-core

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.
PyPI GitHub
More links
Download Stats Bug Tracker Documentation
Monthly downloads
54.3K
Weekly downloads
11.5K
GitHub stars *
6.4K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
5.0.0
Requires Python
>=3.11
Licence
MIT
Last Release
2 months ago
First Release
May 30, 2026
Total Releases
3
Python Versions
3 3.11 3.12 3.13
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
70
Popularity
83
Adoption
57
Community
80
Provenance
0
How the maintenance status was determined
Last commit
1 days ago
Monthly downloads
54,325
• 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
54,325
Stars
6,430
Stars per 1k downloads
118.36
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
1,648
Month daily avg
1,811
Momentum
-9.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.11
Cutting Edge
Minimum supported version is 3.14 or newer
• Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• 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
74 days ago
Total releases
3
Releases/year
7.9
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
4,432
Monthly downloads
54,325
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
90
 
Issue Burden
5.8
per 1k stars
Discussions
9.5
per 1k stars
Fork Ratio
390.1%
contrib / forks
Stale Release
73d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 739
Windows 1

Python Versions

3.12
91.8% 679
3.11
6.1% 45
3.14
1.6% 12
3.13
0.5% 4

Top Countries

1. US US
715
2. LK LK
7
3. IN IN
5
4. IE IE
4
5. CN CN
3
6. MX MX
3
7. CA CA
2
8. CL CL
2
9. DE DE
2
10. FR FR
2

Weekly Downloads

GitHub Stars *

Dependencies

12
51 optional dependencies
  • aiofiles<26.0,>=23.0.0[full]
    extra == "full"
  • aiofiles<26.0,>=23.0.0[amb]
    extra == "amb"
  • anyio<5.0,>=3.0.0[amb]
    extra == "amb"
  • anyio<5.0,>=3.0.0[full]
    extra == "full"
  • anyio<5.0,>=3.0.0[dev]
    extra == "dev"
  • asyncpg<1.0,>=0.29.0[storage]
    extra == "storage"
  • asyncpg<1.0,>=0.29.0[full]
    extra == "full"
  • django<6.0,>=4.2[django]
    extra == "django"
  • eval-type-backport>=0.2.0[dev]
    python_version < "3.10" and extra == "dev"
  • fastapi<1.0,>=0.115.0[api]
    extra == "api"
  • fastapi<1.0,>=0.115.0[nexus]
    extra == "nexus"
  • fastapi<1.0,>=0.115.0[dev]
    extra == "dev"
  • fastapi<1.0,>=0.115.0[iatp]
    extra == "iatp"
  • fastapi<1.0,>=0.115.0[full]
    extra == "full"
  • fastapi<1.0,>=0.115.0[server]
    extra == "server"
  • grpcio<2.0,>=1.60.0[grpc]
    extra == "grpc"
  • grpcio-tools<2.0,>=1.60.0[grpc]
    extra == "grpc"
  • hypothesis<7.0,>=6.0.0[dev]
    extra == "dev"
  • import-linter<3.0,>=2.0[dev]
    extra == "dev"
  • langchain-core<2.0,>=1.2.11[langchain]
    extra == "langchain"
  • mcp<2.0,>=1.0.0[full]
    extra == "full"
  • mcp<2.0,>=1.0.0[mcp]
    extra == "mcp"
  • mypy<3.0,>=1.8.0[dev]
    extra == "dev"
  • numpy<3.0,>=1.20.0[full]
    extra == "full"
  • numpy<3.0,>=1.20.0[cmvk]
    extra == "cmvk"
  • numpy<3.0,>=1.20.0[dev]
    extra == "dev"
  • opentelemetry-api<2.0,>=1.20[otel]
    extra == "otel"
  • opentelemetry-api<2.0,>=1.20[full]
    extra == "full"
  • opentelemetry-api<2.0,>=1.20.0[observability]
    extra == "observability"
  • opentelemetry-sdk<2.0,>=1.20.0[full]
    extra == "full"
  • opentelemetry-sdk<2.0,>=1.20.0[observability]
    extra == "observability"
  • prometheus-client<1.0,>=0.17.0[observability]
    extra == "observability"
  • prometheus-client<1.0,>=0.17.0[full]
    extra == "full"
  • pytest<10.0,>=8.0.0[dev]
    extra == "dev"
  • pytest-asyncio<2.0,>=0.23.0[dev]
    extra == "dev"
  • pytest-cov<8.0,>=4.0.0[dev]
    extra == "dev"
  • redis<8.0,>=4.0.0[dev]
    extra == "dev"
  • redis<8.0,>=5.0.0[storage]
    extra == "storage"
  • redis<8.0,>=5.0.0[full]
    extra == "full"
  • redis<8.0,>=4.0[redis]
    extra == "redis"
  • ruff<1.0,>=0.4.0[dev]
    extra == "dev"
  • sqlalchemy<3.0,>=2.0.0[storage]
    extra == "storage"
  • sqlalchemy<3.0,>=2.0.0[full]
    extra == "full"
  • uvicorn<1.0,>=0.27.0[api]
    extra == "api"
  • uvicorn<1.0,>=0.27.0[dev]
    extra == "dev"
  • uvicorn<1.0,>=0.27.0[full]
    extra == "full"
  • uvicorn<1.0,>=0.27.0[iatp]
    extra == "iatp"
  • uvicorn<1.0,>=0.27.0[nexus]
    extra == "nexus"
  • uvicorn<1.0,>=0.27.0[server]
    extra == "server"
  • web3<8.0,>=6.0.0[blockchain]
    extra == "blockchain"
  • websockets<17.0,>=12.0[websocket]
    extra == "websocket"

Used By

3

Repository details

Forks
1.1K
Issues
37
Last Commit
2 days ago
Contributors
4,432
Open PRs
53
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
agent-os agentmesh ai-agents audit compliance governance hypervisor identity kernel multi-agent policy-enforcement runtime security trust zero-trust
Sources and methodology