Contributing to Awesome AI Agent Governance¶

AgenTrust is an independent open-source project. No company funds, owns or directs it; contributions are voluntary.

Thank you for helping improve the list. This page explains what can be listed, how to add an entry, and what we check before accepting it.

Guidelines¶

The list covers everything involved in governing AI agents, meaning keeping them safe and being able to check what they did:

Agent governance frameworks and control planes (software that checks an agent's actions against rules)
LLM safety and guardrail tools
Agent frameworks with governance features
Standards and specifications that help agents from different vendors work together
Observability and monitoring platforms for AI agents
Security scanners and red-teaming tools (tools that run simulated attacks)
Research papers and surveys on agent safety
Industry reports and practical guides

General AI/ML tools with no governance, safety or trust angle
Tools that are unmaintained or archived
Commercial products without a free tier, an open-source part, or a published specification
Duplicate entries (check the existing listings first)

Fork this repository
Add your tool in the appropriate category
Use the format: - [Name](url) - One-line description of governance-relevant functionality.
Keep descriptions short and neutral
Submit a pull request

The tool or resource must be actively maintained
Open source is preferred, but notable commercial tools are accepted
Research papers should come from peer-reviewed venues or established organizations
Links must work

Open an issue, or ask on Discord.