llm_auto_pentest
A execute tool on the Kali Security MCP server.
This record as markdown: /tools/seac-25-kali-security-mcp/llm-auto-pentest.md
What llm_auto_pentest does on Kali Security MCP
AI agents invoke llm_auto_pentest to trigger actions in Kali Security MCP. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call: builds kicked off, notifications sent, workflows started.
Why llm_auto_pentest is rated High
The tool name strongly implies automated penetration testing driven by an LLM. In the context of a server that integrates 193 Kali Linux security tools for penetration testing, this tool likely executes offensive security operations autonomously. Sibling tools confirm a pattern of active exploitation (ad_full_attack, adaptive_sqli_test, adaptive_cmdi_test).
From the tool's definition Tool name 'llm_auto_pentest' combined with server context: 'Integrates 193 Kali Linux security tools with AI for intelligent penetration testing' and sibling tools like 'ad_full_attack', 'adaptive_network_penetration', 'adaptive_web_penetration'
Attacks that exploit this kind of access
The rule that runs llm_auto_pentest safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Kali Security MCP, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For llm_auto_pentest, this is the rule to start with:
llm_auto_pentest stays usable, but rate-capped: a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Kali Security MCP, apply this rule, and every llm_auto_pentest call is checked against it from then on.
Questions about llm_auto_pentest
llm_auto_pentest is a execute tool on the Kali Security MCP server. It is categorised as a Execute tool in the Kali Security MCP MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Kali Security MCP server in PolicyLayer and add a rule for llm_auto_pentest: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Kali Security MCP. Nothing to install.
llm_auto_pentest is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the llm_auto_pentest rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for llm_auto_pentest. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
llm_auto_pentest is provided by the Kali Security MCP server (seac-25/kali-security-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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