EdoardoBambini

EdoardoBambini / Agent-Armor-Iaga

Public

AI agents are getting tool access — shell, file system, databases, APIs, secrets. But **nobody is governing what they actually do with it**. Frameworks like LangChain, CrewAI, AutoGen, and Claude Code give agents the power to execute. Agent Armor gives you the power to control, audit, and approve every single action before it happens.

21
0
100% credibility
Found Apr 02, 2026 at 26 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Rust
AI Summary

Agent Armor provides zero-trust security governance for AI agents by inspecting and controlling their actions through an 8-layer pipeline.

How It Works

1
🔍 Discover safe AI helpers

You hear about Agent Armor, a tool that keeps your smart AI assistants from doing harmful things like deleting files or sending secrets online.

2
🚀 Start with one click

Download and launch it easily using a simple container tool, and your security shield is up and running on your computer.

3
🛡️ See your control center

Open the colorful dashboard to watch live as it guards your AI actions with eight smart safety checks.

4
📋 Set rules for your AIs

Tell it which AI helpers you have and what they're allowed to do, like reading files but not running risky commands.

5
🔗 Connect your AI assistant

Link it to your AI tools so every action they want to take gets checked first.

6
Actions get reviewed
✅
Safe - runs right away

The action is low risk, so it happens smoothly and safely.

⏸️
Risky - you decide

It flags the danger, you review and approve or stop it.

🎉 Powerful AI, fully guarded

Your AI helpers work fast and smart, but nothing dangerous slips through - total peace of mind!

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 26 to 21 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is Agent-Armor-Iaga?

Agent Armor is a Rust-based zero-trust runtime that governs AI agents' access to tools like shell, filesystems, databases, APIs, and secrets. It solves the core issue: frameworks like LangChain, CrewAI, AutoGen, and Claude Code let agents execute freely, but nobody controls or audits their actions. Users get an 8-layer pipeline that inspects every request, scores risks (1-100), and decides allow/review/block, plus a built-in dashboard, CLI inspect tool, Docker setup, and MCP proxy for Claude Desktop.

Why is it gaining traction?

It stands out with deterministic security—no black-box ML—delivering quantified risk scores, full audit trails, and human review queues, benchmarked at 99.8% accuracy on 800 scenarios. Devs love the cyberpunk dashboard for real-time monitoring, SSE events, and easy integration via Python/TS SDKs or github agents claude code proxies. The MCP proxy hooks directly into Claude Desktop configs, catching dangerous calls like `rm -rf /` before they hit tools.

Who should use this?

Agent builders securing LangChain or CrewAI crews that touch prod systems, especially ops teams running github agents claude or copilot workflows with shell/DB access. Ideal for startups prototyping autonomous agents needing compliance audits without building governance from scratch—think devs getting agents started safely on local Docker before scaling.

Verdict

Promising early project (21 stars, 1.0% credibility) for agent governance, with solid docs, Docker/CLI quickstarts, and open-core model (BUSL-1.1). Maturity lags—low adoption, community edition lacks multi-tenancy—but spin it up via `docker compose up` for side projects gating high-risk tools. Worth watching as agent sdk traction grows. (198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.