Pentest Swarm AI Tool With Live Access to nmap, sqlmap, Burp, Metasploit, and Others

Source: Cyber Security News

Author: Guru Baran

URL: https://cybersecuritynews.com/pentest-swarm-ai-tool/

Pentest Swarm AI Tool With Live Access to nmap, sqlmap, Burp, Metasploit, and Others

ONE SENTENCE SUMMARY:

Pentest Swarm AI is an AGPL open-source stigmergic swarm pentesting platform coordinating tools via a shared blackboard, producing scoped reports.

MAIN POINTS:

  1. Introduces an autonomous pentesting platform using swarm intelligence, not fixed multi-agent pipelines.
  2. Provides coordinated access to offensive tools like nmap, nuclei, and ProjectDiscovery suite.
  3. Implements stigmergy with a PostgreSQL/pgvector blackboard and pheromone-weighted findings.
  4. Enables emergent attack chaining where findings automatically trigger other agents’ actions.
  5. Achieves decentralization through per-agent trigger predicates, avoiding orchestrator rewrites.
  6. Ships stable with multiple ProjectDiscovery tools plus fully parsed nmap XML scope validation.
  7. Plans Wave 2 adapters for sqlmap, Burp MCP bridge, Metasploit, and ZAP.
  8. Supports Claude, Ollama air-gapped deployments, and any OpenAI-compatible model.
  9. Generates reports in Markdown, HTML, JSON, and SARIF via a dedicated report agent.
  10. Enforces defense-in-depth scoping, deduplication, and CVSS v3.1 scoring for safe automation.

TAKEAWAYS:

  1. Stigmergic blackboard coordination replaces centralized planners, improving adaptability and parallel discovery.
  2. Emergent behaviors can form exploit chains dynamically from recon and classification signals.
  3. Strict scope enforcement at tool and executor layers reduces risk in CI/CD and bug bounties.
  4. Model flexibility allows cost-privacy tradeoffs, including no-GPU cloud usage or offline Ollama deployments.
  5. AGPL-3.0 licensing incentivizes community contribution by requiring SaaS forks to release improvements.