Catalogue of Tools & Metrics for Trustworthy AI

These tools and metrics are designed to help AI actors develop and use trustworthy AI systems and applications that respect human rights and are fair, transparent, explainable, robust, secure and safe.

Microsoft Agent Governance Toolkit



Microsoft Agent Governance Toolkit is an open-source toolkit designed to help organizations deploy and manage AI agents safely at scale. It focuses on governance, security, identity, policy enforcement, auditing, and operational oversight for autonomous AI agents.   

The toolkit sits between AI agents and the systems they interact with. Instead of relying on the model to follow instructions, it applies governance controls before an agent can take action. It focuses on governing AI agents operating within enterprise environments. 

Agents can be assigned verifiable identities, their actions can be logged in tamper-evident audit trails, and communications between agents can be managed through zero-trust principles. It also incorporates execution controls and sandboxing techniques to isolate agent activities and limit the consequences of failures or misuse. Together, these components create a runtime governance framework that provides continuous oversight of agent behavior as autonomous systems interact with tools, services, data, and other agents.

Auto-discovered on 2026-07-31 by OECD Catalogue Automation

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Tags:

  • incident response
  • Identity & Access Management
  • Network Security

Github stars:

  • 6255

Github forks:

  • 1113

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Disclaimer: The tools and metrics featured herein are solely those of the originating authors and are not vetted or endorsed by the OECD or its member countries. The Organisation cannot be held responsible for possible issues resulting from the posting of links to third parties' tools and metrics on this catalogue. More on the methodology can be found at https://oecd.ai/catalogue/faq.