AMAP

Applications

Cybersecurity

Multi-agent systems for defensive analysis, security testing, incident response, and cyber simulation.

4 projectsbenchmarkclicode-analysiscyber-defensemarlpentestingsecurityself-hostedswarm
Shannon

Cybersecurity

application

An autonomous penetration-testing system that coordinates reconnaissance, exploitation, verification, and reporting agents.

pentestingsecurityself-hosted
Python AGPL-3.0 Self-hosted
Pentest Swarm AI

Cybersecurity

application

A security testing swarm that assigns reconnaissance, vulnerability analysis, exploitation, and reporting to specialized agents.

pentestingswarmsecurity
Python MIT Self-hosted
BugTraceAI

Cybersecurity

application

A command-line security analysis system that coordinates multiple agents to investigate code and application vulnerabilities.

securitycode-analysiscli
Python Apache-2.0 Self-hosted
CAGE Challenge 4

Cybersecurity

application

A cyber-defense research environment for training and evaluating teams of agents in adversarial network scenarios.

cyber-defensemarlbenchmark
Python MIT Self-hosted