AI agents call analyze_response to retrieve information from Kali Security MCP without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool performs analysis and detection operations on responses to identify vulnerability indicators. It reads and examines data (responses) to detect security patterns but does not execute commands, modify data, delete information, or initiate external operations.
From the tool's definition Tool name 'analyze_response' and description '深度响应分析 - 漏洞指标检测' (Deep Response Analysis - Vulnerability Indicator Detection) indicates analysis and detection of patterns in responses without modification or execution of commands.
Documented attack patterns abuse exactly the kind of access analyze_response gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Kali Security MCP, and nothing reaches the server without passing your rules. This is the rule we recommend for analyze_response:
{
"version": "1",
"default": "deny",
"tools": {
"analyze_response": {}
}
}analyze_response is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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深度响应分析 - 漏洞指标检测. It is categorised as a Read tool in the Kali Security MCP MCP Server, which means it retrieves data without modifying state.
Register the Kali Security MCP server in PolicyLayer and add a rule for analyze_response: 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.
analyze_response is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the analyze_response 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 analyze_response. 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.
analyze_response 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.
Deterministic rules across all 249 Kali Security MCP tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
249 Kali Security MCP tools catalogued and risk-classified — across an index of 42,500+ MCP servers.