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microsoft/agent-governance-toolkit

Python Tracked since 2026-03-02 Updated 2026-07-16 View source ↗

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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.

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Public Preview -- production-quality public preview releases. May have breaking changes before GA.

Policy enforcement, identity, sandboxing, and SRE for autonomous AI agents. One pip install, any framework.

Your AI agents call tools, browse the web, query databases, and delegate to other agents. Once deployed, they make decisions autonomously. You need answers to three questions:

1. Is this action allowed? An agent with access to sendemail and querydatabase should not be able to droptable. OAuth scopes and IAM roles control which services an agent can reach, not what it does once connected.

2. Which agent did this? In a multi-agent system, five agents might share a single API key. When…

Excerpted from github.com/microsoft/agent-governance-toolkit

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Stars 4.9k 2026-07-16
Forks 860 2026-07-16
Commits 2.2k 2026-07-16
Releases 19 2026-07-16
Watchers 114 2026-07-16
Open issues 31 2026-07-16
Open PRs 71 2026-07-16