garagon/aguara

Description and use

**Brief Summary**
Garagon / Aguara is an open‑source Go binary that performs static security analysis of AI‑agent skills and MCP (Multi‑Component Platform) servers without relying on an LLM. It offers a detection engine (used by oktsec) to scan prompts, tool definitions, and agent memory for vulnerabilities, enabling repeatable, secure multi‑agent workflows.

**Value**
Aguara turns ad‑hoc prompts and tool integrations into auditable, repeatable pipelines, giving teams a single‑point security gate for AI‑driven automation. By surfacing implementation signals (API/SDK/CLI usage, language metadata, topic focus) it helps enforce consistent agent memory handling and tool‑use policies, reducing the risk of hidden exploits in complex multi‑agent orchestrations.

**Practical Adoption Path**

1. **Evaluate the binary** – download the latest release, run it locally against a sandboxed set of agent skill definitions or MCP server configs.
2. **Integrate into CI/CD** – add the binary as a step in your build pipeline (e.g., GitHub Actions, Jenkins) to automatically scan new or updated skill packages before deployment.
3. **Standardize output** – configure the detection engine to emit JSON or SARIF reports that feed into existing security dashboards or incident‑response playbooks.
4. **Extend with custom rules** – use the provided SDK/CLI to write organization‑specific checks for proprietary tools or memory formats.

**Production Readiness**

• **Activity & Adoption**: Recent commits (as of 2026‑05‑12), 76 ★, 15 forks, and integration with the oktsec detection engine indicate an active community and real‑world usage.
• **Stability**: Delivered as a single compiled Go binary, it has minimal runtime dependencies, simplifying deployment in containerized or on‑prem environments.
• **Security Posture**: No immediate metadata or licensing red flags, though a final audit of the repository’s license and maintainer responsiveness is advisable.
• **Readiness Level**: High for an OSS candidate—suitable for pilot projects and, after the standard security review, ready for production‑grade multi‑agent orchestration pipelines.

Use in a workflow

garagon/aguara helps turn isolated prompts and tools into repeatable agent workflows.

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Limitations and review notes

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.