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Agent Governance Toolkit
Agent Governance Toolkit is a toolkit that enforces policies, identity, sandboxing, and SRE for autonomous AI agents.
Agent Governance Toolkit provides policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. It intercepts every tool call, message send, and delegation in deterministic application code before the model's intent reaches the wire. The toolkit includes packages for policy engines, agent discovery, runtime sandboxing with four privilege rings, SRE, compliance, marketplace, and hypervisor capabilities. It supports Python, TypeScript, .NET, Rust, and Go SDKs, along with integrations for frameworks like Semantic Kernel, AutoGen, LangGraph, CrewAI, and OpenAI Agents SDK. Teams can start with basic policy enforcement and audit logging, then add layers as their risk profile grows.
Agent Governance Toolkit at a glance
Key features
- Policy enforcement
- Zero-trust identity
- Execution sandboxing
- Reliability engineering
- Audit logging
- MCP security gateway
- Shadow AI discovery
- Governance dashboard
Use it for
- Govern tool functions with YAML policies
- Run OWASP verification and policy linting
- Monitor agent health, trust, and compliance
- Audit prompt injections with a 12-vector evaluator
- Manage multi-agent discovery and routing
Alternatives to Agent Governance Toolkit
- Arthur — Enforces policies and monitors enterprise AI agents on a single control plane.
- AgentTrust — Enforces zero-trust policy rules and maintains an immutable cryptographic audit ledger.
- Agent Sandbox — Provides a secure and isolated execution layer for autonomous AI agents.
- Agent Toolkit for AWS — Provides official MCP servers and agent skills tailored for AWS services.
- Prediction Guard — Enforces NIST and OWASP policies on every model and agent from inside your security boundary.
- VoltAgent — Offers open-source flexibility with built-in supervisor agent orchestration and RAG.
- Adyen — Share AI agent resources across coding tools and repositories easily.
- Sandcastle — Orchestrates AI coding agents in isolated Docker, Podman, or Vercel sandboxes.
- iFixAi — Audits agent behavior independently without building manual eval harnesses.
- Agent Delegated Authority — It defines cryptographically verifiable authorization receipts and deterministic boundaries.
- OpenAI Agents SDK — Provider-agnostic multi-agent framework with built-in guardrails and tracing.
- Ona — Securely govern and execute autonomous software engineering agent fleets at scale.
All Agent Governance Toolkit alternatives