awesome-ai-agents-security

Awesome AI Agents Security

[](https://awesome.re) [](http://creativecommons.org/publicdomain/zero/1.0/) [](https://github.com/ProjectRecon/awesome-ai-agents-security/blob/main/CONTRIBUTING.md) [](https://github.com/ProjectRecon/awesome-ai-agents-security/graphs/commit-activity)

A curated list of open-source tools, frameworks, and resources for securing autonomous AI agents.

This list is organized by the **security lifecycle** of an autonomous agent, covering red teaming, runtime protection, sandboxing, and governance.

📖 Table of Contents

• Agent Firewalls & Gateways (Runtime Protection)
• Red Teaming & Vulnerability Scanners
• Static Analysis & Linters
• Sandboxing & Isolation Environments
• Guardrails & Compliance
• Benchmarks & Datasets
• Identity & Authentication
• Contributing

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🛡️ Agent Firewalls & Gateways (Runtime Protection)

*Tools that sit between the agent and the world to filter traffic, prevent unauthorized tool access, and block prompt injections.*

• AgentGateway - A Linux Foundation project providing an AI-native proxy for secure connectivity (A2A & MCP protocols). It adds RBAC, observability, and policy enforcement to agent-tool interactions.
• Envoy AI Gateway - An Envoy-based gateway that manages request traffic to GenAI services, providing a control point for rate limiting and policy enforcement.

⚔️ Red Teaming & Vulnerability Scanners

*Offensive tools to test agents for security flaws, loop conditions, and unauthorized actions.*

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