# optimize_tool_parameters_ai

A execute tool on the Hexstrike Ai MCP server.

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

## Facts

- Tool: `optimize_tool_parameters_ai`
- Server: Hexstrike Ai (`0x4m4/hexstrike-ai`) — https://policylayer.com/tools/hexstrike-ai.md
- Homepage: https://github.com/0x4m4/hexstrike-ai
- 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 description is empty, so classification relies on context. The tool name suggests it uses AI to optimize parameters for tools on a server explicitly designed for autonomous offensive security operations (pentesting, payload generation, vulnerability discovery). Optimizing tool parameters in this context likely means configuring and executing attack or scanning tools with tuned arguments.

From the tool's own definition: "Tool name: 'optimize_tool_parameters_ai'; description is empty/uninformative. Server context involves 150+ cybersecurity/offensive security tools."

## Use case

AI agents invoke optimize_tool_parameters_ai to trigger actions in Hexstrike Ai. 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 Hexstrike Ai:

```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 Hexstrike Ai (149)

- `clear_cache` — Destructive — https://policylayer.com/tools/hexstrike-ai/clear-cache.md
- `delete_file` — Destructive — https://policylayer.com/tools/hexstrike-ai/delete-file.md
- `advanced_payload_generation` — Execute — https://policylayer.com/tools/hexstrike-ai/advanced-payload-generation.md
- `ai_generate_attack_suite` — Execute — https://policylayer.com/tools/hexstrike-ai/ai-generate-attack-suite.md
- `ai_generate_payload` — Execute — https://policylayer.com/tools/hexstrike-ai/ai-generate-payload.md
- `ai_reconnaissance_workflow` — Execute — https://policylayer.com/tools/hexstrike-ai/ai-reconnaissance-workflow.md
- `ai_test_payload` — Execute — https://policylayer.com/tools/hexstrike-ai/ai-test-payload.md
- `ai_vulnerability_assessment` — Execute — https://policylayer.com/tools/hexstrike-ai/ai-vulnerability-assessment.md
- `amass_scan` — Execute — https://policylayer.com/tools/hexstrike-ai/amass-scan.md
- `angr_symbolic_execution` — Execute — https://policylayer.com/tools/hexstrike-ai/angr-symbolic-execution.md
- `api_fuzzer` — Execute — https://policylayer.com/tools/hexstrike-ai/api-fuzzer.md
- `arjun_parameter_discovery` — Execute — https://policylayer.com/tools/hexstrike-ai/arjun-parameter-discovery.md
- `arjun_scan` — Execute — https://policylayer.com/tools/hexstrike-ai/arjun-scan.md
- `arp_scan_discovery` — Execute — https://policylayer.com/tools/hexstrike-ai/arp-scan-discovery.md
- `autorecon_comprehensive` — Execute — https://policylayer.com/tools/hexstrike-ai/autorecon-comprehensive.md
- `autorecon_scan` — Execute — https://policylayer.com/tools/hexstrike-ai/autorecon-scan.md
- `binwalk_analyze` — Execute — https://policylayer.com/tools/hexstrike-ai/binwalk-analyze.md
- `browser_agent_inspect` — Execute — https://policylayer.com/tools/hexstrike-ai/browser-agent-inspect.md
- `bugbounty_authentication_bypass_testing` — Execute — https://policylayer.com/tools/hexstrike-ai/bugbounty-authentication-bypass-testing.md
- `bugbounty_business_logic_testing` — Execute — https://policylayer.com/tools/hexstrike-ai/bugbounty-business-logic-testing.md
- `bugbounty_comprehensive_assessment` — Execute — https://policylayer.com/tools/hexstrike-ai/bugbounty-comprehensive-assessment.md
- `bugbounty_file_upload_testing` — Execute — https://policylayer.com/tools/hexstrike-ai/bugbounty-file-upload-testing.md
- `bugbounty_osint_gathering` — Execute — https://policylayer.com/tools/hexstrike-ai/bugbounty-osint-gathering.md
- `bugbounty_reconnaissance_workflow` — Execute — https://policylayer.com/tools/hexstrike-ai/bugbounty-reconnaissance-workflow.md
- `bugbounty_vulnerability_hunting` — Execute — https://policylayer.com/tools/hexstrike-ai/bugbounty-vulnerability-hunting.md
- `burpsuite_alternative_scan` — Execute — https://policylayer.com/tools/hexstrike-ai/burpsuite-alternative-scan.md
- `burpsuite_scan` — Execute — https://policylayer.com/tools/hexstrike-ai/burpsuite-scan.md
- `checkov_iac_scan` — Execute — https://policylayer.com/tools/hexstrike-ai/checkov-iac-scan.md
- `clair_vulnerability_scan` — Execute — https://policylayer.com/tools/hexstrike-ai/clair-vulnerability-scan.md
- `comprehensive_api_audit` — Execute — https://policylayer.com/tools/hexstrike-ai/comprehensive-api-audit.md
- …and 119 more: https://policylayer.com/tools/hexstrike-ai.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=hexstrike-ai · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/hexstrike-ai