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Contributing to Awesome AI Agent Governance

Thank you for your interest in contributing!

Guidelines

What belongs here?

This list covers the full agent governance landscape:

  • ✅ Agent governance frameworks and control planes
  • ✅ LLM safety and guardrails tools
  • ✅ Agent frameworks with governance features
  • ✅ Standards and specifications for agent interoperability
  • ✅ Observability and monitoring platforms for AI agents
  • ✅ Security scanners and red-teaming tools
  • ✅ Research papers and surveys on agent safety
  • ✅ Industry reports and practitioner guides

What doesn't belong?

  • ❌ General AI/ML tools without a governance, safety, or trust angle
  • ❌ Tools that are unmaintained or archived
  • ❌ Commercial products without a free tier, open-source component, or published specification
  • ❌ Duplicate entries — check existing listings first

How to contribute

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

Quality standards

  • Tool or resource must be actively maintained
  • Open source preferred (but notable commercial tools are accepted)
  • Research papers should be from peer-reviewed venues or established organizations
  • Links must be working

Questions?

Open an issue or reach out!