{"id":13276,"date":"2026-05-31T10:03:51","date_gmt":"2026-05-31T10:03:51","guid":{"rendered":"https:\/\/serisec.com\/index.php\/2026\/05\/31\/pentest-swarm-ai-tool-with-live-access-to-nmap-sqlmap-burp-metasploit-and-others\/"},"modified":"2026-05-31T10:03:51","modified_gmt":"2026-05-31T10:03:51","slug":"pentest-swarm-ai-tool-with-live-access-to-nmap-sqlmap-burp-metasploit-and-others","status":"publish","type":"post","link":"https:\/\/serisec.com\/index.php\/2026\/05\/31\/pentest-swarm-ai-tool-with-live-access-to-nmap-sqlmap-burp-metasploit-and-others\/","title":{"rendered":"Pentest Swarm AI Tool With Live Access to nmap, sqlmap, Burp, Metasploit, and Others"},"content":{"rendered":"<p>    Pentest Swarm AI Tool With Live Access to nmap, sqlmap, Burp, Metasploit, and Others<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p class=\"wp-block-paragraph\">Pentest Swarm AI is the first open-source autonomous penetration testing platform built on a swarm intelligence architecture, not just multiple agents firing in a fixed sequence.<\/p>\n<p class=\"wp-block-paragraph\">Developed by Armur AI, it gives security professionals live, coordinated access to the full offensive stack, including <a href=\"https:\/\/cybersecuritynews.com\/nmap-7-96-released\/\" target=\"_blank\" rel=\"noreferrer noopener\">nmap<\/a>, <a href=\"https:\/\/cybersecuritynews.com\/web-application-pentesting-tools\/\" target=\"_blank\" rel=\"noreferrer noopener\">SQLMap, Burp Suite, ZAP, and Metasploit<\/a>, all driven by an AI model of your choice.<\/p>\n<h2 id=\"h-what-makes-it-a-true-swarm\" class=\"wp-block-heading\"><strong>What Makes It a True Swarm<\/strong><\/h2>\n<p class=\"wp-block-paragraph\">Most tools marketed as \u201cmulti-agent\u201d are actually pipelines \u2014 a single planner LLM dispatching specialists in a predetermined order: recon \u2192 classify \u2192 exploit \u2192 report. Pentest Swarm AI breaks this mold with three swarm-intelligence primitives:<\/p>\n<ul class=\"wp-block-list\">\n<li>\n<strong>Stigmergy<\/strong> \u2014 agents coordinate by reading and writing findings to a shared PostgreSQL-backed blackboard (pgvector), not via a central planner. Each finding carries a <em>pheromone weight<\/em> that biases other agents toward high-value paths and decays over time, letting stale attack paths die naturally.<\/li>\n<li>\n<strong>Emergence<\/strong> \u2014 attack chains form without any agent prescribing them; a recon finding wakes the classifier, a high-severity CVE match triggers the exploit agent, and exploit results cycle back into the board.<\/li>\n<li>\n<strong>Decentralization<\/strong> \u2014 each agent runs its own trigger predicate, so adding or removing an agent requires no orchestrator rewrite.<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">The platform ships with eight ProjectDiscovery tools stable out of the box \u2014 <code>subfinder<\/code>, <code>httpx<\/code>, <code>nuclei<\/code>, <code>naabu<\/code>, <code>katana<\/code>, <code>dnsx<\/code>, <code>gau<\/code> \u2014 plus a fully parsed nmap XML adapter with scope validation. sqlmap, Burp MCP bridge, Metasploit, and ZAP adapters are queued for Wave 2 of the roadmap, making the platform progressively more powerful without requiring a platform overhaul.<\/p>\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEj8_9JHpCyNfqTh-nd-uskD4fGd8RfrcIzm73EAYfLMfgY_pmXeGOe95FomgceiYBxUmHy5DRM6htu-Gjccjn6_yJvCakMsLeFNzhNYpe4Lf7i1zEsVlHe1NclrK7sHHoliTWdnCzanMz-98LUoevjn5U3UJATa0xDi8EoVSTlAVp_AdFpsWEZ4WDkC4O8R\/s16000\/demo-flashy.gif?ssl=1\" alt=\"\"><\/figure>\n<p class=\"wp-block-paragraph\">Getting started requires just one API key and one command:<\/p>\n<pre class=\"wp-block-preformatted\">bash<code>export PENTESTSWARM_ORCHESTRATOR_API_KEY=sk-ant-your-key-here\npentestswarm scan example.com --scope example.com --swarm --follow<\/code><\/pre>\n<p class=\"wp-block-paragraph\">It supports Claude (default, with prompt caching enabled for recon and classifier agents), Ollama for fully air-gapped local deployments, and any OpenAI-compatible model, giving teams the flexibility to balance cost, privacy, and capability. No GPU, no local model download required when using the cloud path.<\/p>\n<p class=\"wp-block-paragraph\">Every campaign produces submission-ready output across four formats Markdown, HTML, JSON, and SARIF queried directly from the blackboard by a dedicated report agent.<\/p>\n<p class=\"wp-block-paragraph\">Findings are automatically deduplicated, CVSS v3.1 scored per the FIRST specification, and scoped: the <code>--scope<\/code> flag is enforced both at the tool layer and the executor layer for defense-in-depth, making it safe for CI\/CD pipelines and <a href=\"https:\/\/cybersecuritynews.com\/bug-bounty-platforms\/\" target=\"_blank\" rel=\"noreferrer noopener\">bug-bounty programs<\/a>.<\/p>\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th>Tool<\/th>\n<th>Architecture<\/th>\n<th>Executes<\/th>\n<th>Memory<\/th>\n<th>True Swarm<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Pentest Swarm AI<\/strong><\/td>\n<td>Stigmergic blackboard<\/td>\n<td>Yes<\/td>\n<td>pgvector + pheromones<\/td>\n<td><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/s.w.org\/images\/core\/emoji\/17.0.2\/72x72\/2705.png?ssl=1\" alt=\"\u2705\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\"><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/cybersecuritynews.com\/pentestgpt\/\" target=\"_blank\" rel=\"noreferrer noopener\">PentestGPT<\/a><\/td>\n<td>Single-agent ReAct<\/td>\n<td>Suggests<\/td>\n<td>None<\/td>\n<td><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/s.w.org\/images\/core\/emoji\/17.0.2\/72x72\/274c.png?ssl=1\" alt=\"\u274c\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\"><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/cybersecuritynews.com\/pentagi-penetration-testing-tool\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">PentAGI<\/a><\/td>\n<td>4 agents + planner<\/td>\n<td>Yes<\/td>\n<td>pgvector<\/td>\n<td>Pipeline only<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/cybersecuritynews.com\/hexstrike-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">HexStrike<\/a><\/td>\n<td>MCP tool wrapper<\/td>\n<td>Delegates<\/td>\n<td>Stateless<\/td>\n<td><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/s.w.org\/images\/core\/emoji\/17.0.2\/72x72\/274c.png?ssl=1\" alt=\"\u274c\" class=\"wp-smiley\" style=\"height: 1em; max-height: 1em;\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table><figcaption class=\"wp-element-caption\">Table based on Pentest Swarm AI Comparison<\/figcaption><\/figure>\n<h2 id=\"h-github-actions-amp-mcp-integration\" class=\"wp-block-heading\"><strong>GitHub Actions &amp; MCP Integration<\/strong><\/h2>\n<p class=\"wp-block-paragraph\">A ready-made GitHub Action ships with SARIF output, enabling automated pentesting directly within any CI\/CD workflow. The <code>pentestswarm mcp serve<\/code> command exposes the entire swarm as an <a href=\"https:\/\/cybersecuritynews.com\/mcp-server\/\" target=\"_blank\" rel=\"noreferrer noopener\">MCP server<\/a>, integrating natively with Claude Desktop and Cursor for IDE-level offensive security testing.<\/p>\n<p class=\"wp-block-paragraph\">Licensed under AGPL-3.0, Pentest Swarm AI is free for red teams, bug-bounty hunters, and internal security pipelines, with the copyleft clause ensuring that any commercial SaaS fork must return improvements to the open-source community. The project is <a href=\"https:\/\/github.com\/Armur-Ai\/Pentest-Swarm-AI\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">available on GitHub<\/a>.<\/p>\n<p class=\"has-text-align-center has-background wp-block-paragraph\" style=\"background:linear-gradient(180deg,rgb(238,238,238) 91%,rgb(169,184,195) 100%)\"><strong><b>Uncover Shadow APIs, close OWASP gaps <\/b>\u2014 <a href=\"https:\/\/www.prophaze.com\/webinar-registration-closing-visibility-gaps-in-waap\/?utm_source=Cyber+security+news+&amp;utm_medium=Article+&amp;utm_campaign=Cyber+news#\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Join a Free Webinar<\/a> to secure every API at runtime.<\/strong><\/p>\n<p>The post <a href=\"https:\/\/cybersecuritynews.com\/pentest-swarm-ai-tool\/\">Pentest Swarm AI Tool With Live Access to nmap, sqlmap, Burp, Metasploit, and Others<\/a> appeared first on <a href=\"https:\/\/cybersecuritynews.com\/\">Cyber Security News<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Guru Baran<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/cybersecuritynews.com\/pentest-swarm-ai-tool\/\">Go to cyber-security-news<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pentest Swarm AI Tool With Live Access to nmap, sqlmap, Burp, Metasploit, and Others Pentest Swarm AI is the first open-source autonomous penetration testing platform built on a swarm intelligence architecture, not just multiple agents firing in a fixed sequence. Developed by Armur AI, it gives security professionals live, coordinated access to the full offensive [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[129,63,1709],"tags":[130],"class_list":["post-13276","post","type-post","status-publish","format-standard","hentry","category-cyber-security","category-cyber-security-news","category-cyberpedia","tag-cyber-security-news"],"_links":{"self":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/posts\/13276"}],"collection":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/comments?post=13276"}],"version-history":[{"count":0,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/posts\/13276\/revisions"}],"wp:attachment":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/media?parent=13276"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/categories?post=13276"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/tags?post=13276"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}