# adaptive_intelligent_orchestration

智能编排多目标自适应攻击

Agent View of the PolicyLayer registry record for `adaptive_intelligent_orchestration`. HTML page: https://policylayer.com/tools/seac-25-kali-security-mcp/adaptive-intelligent-orchestration

## Facts

- Tool: `adaptive_intelligent_orchestration`
- Server: Kali Security MCP (`seac-25/kali-security-mcp`) — https://policylayer.com/tools/seac-25-kali-security-mcp.md
- Homepage: https://github.com/SeaC-25/Kali-Security-MCP
- Risk category: Execute (High risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Rate-limited

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "adaptive_intelligent_orchestration",
    "arguments": {}
  }
}
```

## Why adaptive_intelligent_orchestration is rated High

This tool orchestrates multi-target adaptive attacks using security tools integrated from Kali Linux. It executes coordinated attack workflows across multiple targets, which constitutes execution of offensive security operations. The blast radius is critical as it automates attacks against potentially multiple systems simultaneously.

From the tool's own definition: "智能编排多目标自适应攻击 (Intelligent orchestration of multi-target adaptive attacks); part of a Kali Linux penetration testing server with tools like ad_full_attack, adaptive_network_penetration, adaptive_sqli_test"

## Use case

AI agents invoke adaptive_intelligent_orchestration 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.

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Kali Security MCP:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "adaptive_intelligent_orchestration": {
      "limits": [
        {
          "counter": "adaptive_intelligent_orchestration_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## Other tools on Kali Security MCP (193)

- `adaptive_cmdi_test` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/adaptive-cmdi-test.md
- `adaptive_create_execution_context` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/adaptive-create-execution-context.md
- `adaptive_execute_strategy` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/adaptive-execute-strategy.md
- `adaptive_network_penetration` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/adaptive-network-penetration.md
- `adaptive_sqli_test` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/adaptive-sqli-test.md
- `adaptive_web_penetration` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/adaptive-web-penetration.md
- `adaptive_xss_test` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/adaptive-xss-test.md
- `add_chain_step` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/add-chain-step.md
- `agent_run` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/agent-run.md
- `aircrack_attack` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/aircrack-attack.md
- `apt_comprehensive_attack` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/apt-comprehensive-attack.md
- `apt_network_penetration` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/apt-network-penetration.md
- `apt_web_application_attack` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/apt-web-application-attack.md
- `arp_scan` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/arp-scan.md
- `auth_bypass_test` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/auth-bypass-test.md
- `authorized_comprehensive_security_assessment` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/authorized-comprehensive-security-assessment.md
- `authorized_controlled_validation` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/authorized-controlled-validation.md
- `authorized_credential_assessment` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/authorized-credential-assessment.md
- `authorized_environment_review` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/authorized-environment-review.md
- `authorized_injection_verification` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/authorized-injection-verification.md
- `authorized_network_exposure_assessment` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/authorized-network-exposure-assessment.md
- `authorized_template_validation` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/authorized-template-validation.md
- `authorized_web_application_assessment` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/authorized-web-application-assessment.md
- `auto_reverse_analyze` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/auto-reverse-analyze.md
- `bandit_scan` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/bandit-scan.md
- `bettercap_attack` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/bettercap-attack.md
- `browser_click` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/browser-click.md
- `browser_close_session` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/browser-close-session.md
- `browser_execute_js` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/browser-execute-js.md
- `browser_intercept_request` — Execute — https://policylayer.com/tools/seac-25-kali-security-mcp/browser-intercept-request.md
- …and 163 more: https://policylayer.com/tools/seac-25-kali-security-mcp.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=seac-25-kali-security-mcp · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/seac-25-kali-security-mcp