# optimize_tool_parameters_ai

A execute tool on the Nyxstrike MCP server.

Agent View of the PolicyLayer registry record for `optimize_tool_parameters_ai`. HTML page: https://policylayer.com/tools/nyxstrike/optimize-tool-parameters-ai

## Facts

- Tool: `optimize_tool_parameters_ai`
- Server: Nyxstrike (`CommonHuman-Lab/nyxstrike`) — https://policylayer.com/tools/nyxstrike.md
- Homepage: https://github.com/CommonHuman-Lab/nyxstrike
- 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": "optimize_tool_parameters_ai",
    "arguments": {}
  }
}
```

## Why optimize_tool_parameters_ai is rated High

The tool name suggests it optimizes parameters for other tools using AI. Given the server context (offensive security/penetration testing platform) and sibling tools that execute attacks, generate payloads, and perform wireless cracking, this tool likely configures or tunes offensive security tools for execution. The empty description lowers confidence, but the server context strongly implies Execute-level risk.

From the tool's own definition: "Tool name 'optimize_tool_parameters_ai' on a penetration testing platform alongside sibling tools like 'advanced_payload_generation', 'ai_generate_attack_suite', and 'aircrack_ng'. The description is empty."

## Use case

AI agents invoke optimize_tool_parameters_ai to trigger actions in Nyxstrike. 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 Nyxstrike:

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

## Other tools on Nyxstrike (220)

- `clear_cache` — Destructive — https://policylayer.com/tools/nyxstrike/clear-cache.md
- `delete_file` — Destructive — https://policylayer.com/tools/nyxstrike/delete-file.md
- `wordlist_delete` — Destructive — https://policylayer.com/tools/nyxstrike/wordlist-delete.md
- `advanced_payload_generation` — Execute — https://policylayer.com/tools/nyxstrike/advanced-payload-generation.md
- `ai_generate_attack_suite` — Execute — https://policylayer.com/tools/nyxstrike/ai-generate-attack-suite.md
- `ai_generate_payload` — Execute — https://policylayer.com/tools/nyxstrike/ai-generate-payload.md
- `ai_reconnaissance_workflow` — Execute — https://policylayer.com/tools/nyxstrike/ai-reconnaissance-workflow.md
- `ai_test_payload` — Execute — https://policylayer.com/tools/nyxstrike/ai-test-payload.md
- `ai_vulnerability_assessment` — Execute — https://policylayer.com/tools/nyxstrike/ai-vulnerability-assessment.md
- `airbase_ng` — Execute — https://policylayer.com/tools/nyxstrike/airbase-ng.md
- `aircrack_ng` — Execute — https://policylayer.com/tools/nyxstrike/aircrack-ng.md
- `aircrack_ng_analysis` — Execute — https://policylayer.com/tools/nyxstrike/aircrack-ng-analysis.md
- `airdecap_ng` — Execute — https://policylayer.com/tools/nyxstrike/airdecap-ng.md
- `aireplay_ng` — Execute — https://policylayer.com/tools/nyxstrike/aireplay-ng.md
- `airmon_ng` — Execute — https://policylayer.com/tools/nyxstrike/airmon-ng.md
- `airodump_ng` — Execute — https://policylayer.com/tools/nyxstrike/airodump-ng.md
- `amass_scan` — Execute — https://policylayer.com/tools/nyxstrike/amass-scan.md
- `analyze_session` — Execute — https://policylayer.com/tools/nyxstrike/analyze-session.md
- `anew_data_processing` — Execute — https://policylayer.com/tools/nyxstrike/anew-data-processing.md
- `angr_symbolic_execution` — Execute — https://policylayer.com/tools/nyxstrike/angr-symbolic-execution.md
- `api_fuzzer` — Execute — https://policylayer.com/tools/nyxstrike/api-fuzzer.md
- `api_schema_analyzer` — Execute — https://policylayer.com/tools/nyxstrike/api-schema-analyzer.md
- `arjun_parameter_discovery` — Execute — https://policylayer.com/tools/nyxstrike/arjun-parameter-discovery.md
- `arjun_scan` — Execute — https://policylayer.com/tools/nyxstrike/arjun-scan.md
- `arp_scan_discovery` — Execute — https://policylayer.com/tools/nyxstrike/arp-scan-discovery.md
- `autopsy_analysis` — Execute — https://policylayer.com/tools/nyxstrike/autopsy-analysis.md
- `autorecon_comprehensive` — Execute — https://policylayer.com/tools/nyxstrike/autorecon-comprehensive.md
- `autorecon_scan` — Execute — https://policylayer.com/tools/nyxstrike/autorecon-scan.md
- `bbot_scan` — Execute — https://policylayer.com/tools/nyxstrike/bbot-scan.md
- `bettercap_wifi` — Execute — https://policylayer.com/tools/nyxstrike/bettercap-wifi.md
- …and 190 more: https://policylayer.com/tools/nyxstrike.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`

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