# Agent Governance Toolkit — Policy Guardrails for Agents

> Microsoft's Agent Governance Toolkit adds policy checks, red-team scans, evidence verification, and runtime guardrails to autonomous agents.

## Install

Copy the content below into your project:

## Quick Use

```bash
pip install agent-governance-toolkit[full]
agt doctor
agt verify
```

## Intro

Microsoft's Agent Governance Toolkit adds policy checks, red-team scans, evidence verification, and runtime guardrails to autonomous agents.

**Best for:** security-minded teams that need policy enforcement, runtime evidence, and red-team style checks around autonomous agents

**Works with:** Python installs, CI pipelines, agent frameworks, evidence files, security reviews, autonomous execution guardrails

**Setup time:** 8-12 minutes

### Key facts (verified)

- GitHub: 1518 stars · 102 forks · pushed 2026-05-13.
- License: MIT; owner avatar verified from GitHub API for microsoft.
- Entry point checked from README: `pip install agent-governance-toolkit[full]`.

## Main

The toolkit is designed for environments where 'trust the agent' is not an acceptable security model. It turns governance into executable checks.

The documented command set matters operationally: `agt doctor` validates installation, `agt verify` checks policy evidence, and `agt red-team scan` moves security review earlier in the lifecycle.

Because the README maps itself to 10/10 OWASP Agentic Top 10 coverage, it is especially useful for teams that need a defensible security narrative alongside technical controls.

### Source-backed notes

- README starts with a 90-second setup flow using `pip install agent-governance-toolkit[full]`.
- It exposes `agt doctor`, `agt verify`, `agt verify --strict`, and `agt red-team scan` commands.
- The project explicitly claims coverage for 10/10 items in the OWASP Agentic Top 10 framing.

### FAQ

**Q: Is this only documentation?**
A: No. The project ships executable commands for doctor, verify, strict verification, and red-team scans.

**Q: Why use it in CI?**
A: It can fail weak evidence or risky patterns before autonomous behavior reaches production.

**Q: Who benefits most?**
A: Teams with compliance, security, or governance obligations around AI agents.

## Source & Thanks

> Source: https://github.com/microsoft/agent-governance-toolkit
> License: MIT
> GitHub stars: 1518 · forks: 102

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## Quick Use

```bash
pip install agent-governance-toolkit[full]
agt doctor
agt verify
```

## Intro

微软的 Agent Governance Toolkit 为自主 agent 系统加入策略校验、红队扫描、证据验证与 OWASP 风格运行时护栏，适合安全要求较高的场景。

**Best for:** 需要围绕自主 agent 增加策略执行、运行证据与红队检查的安全敏感型团队

**Works with:** Python 安装、CI 流水线、agent framework、证据文件、安全审查、自主执行护栏

**Setup time:** 8-12 minutes

### Key facts (verified)

- GitHub：1518 stars · 102 forks；最近更新 2026-05-13。
- 许可证：MIT；作者头像与仓库链接均已通过 GitHub API 复核。
- README 中核对过的入口命令：`pip install agent-governance-toolkit[full]`。

## Main

这个工具箱面向的是“不能只靠信任 agent” 的环境，它把治理要求变成可执行检查，而不是停留在口头规范。

命令集合本身就很有操作意义：`agt doctor` 验证安装，`agt verify` 检查策略与证据，`agt red-team scan` 则把安全评估前移到开发流程中。

README 直接对齐 10/10 OWASP Agentic Top 10 也是重要信号：对需要讲清安全故事的团队来说，它不仅有控制点，也有对外可解释性。

### Source-backed notes

- README starts with a 90-second setup flow using `pip install agent-governance-toolkit[full]`.
- It exposes `agt doctor`, `agt verify`, `agt verify --strict`, and `agt red-team scan` commands.
- The project explicitly claims coverage for 10/10 items in the OWASP Agentic Top 10 framing.

### FAQ

**问：Is this only documentation?**
答：No. The project ships executable commands for doctor, verify, strict verification, and red-team scans.

**问：Why use it in CI?**
答：It can fail weak evidence or risky patterns before autonomous behavior reaches production.

**问：Who benefits most?**
答：Teams with compliance, security, or governance obligations around AI agents.

## Source & Thanks

> Source: https://github.com/microsoft/agent-governance-toolkit
> License: MIT
> GitHub stars: 1518 · forks: 102


---
Source: https://tokrepo.com/en/workflows/agent-governance-toolkit-policy-guardrails-for-agents
Author: Agent Toolkit