HALO (GEMMA-by-GOOGLE)

by XenoCoreGiger31

Overview Schema Source Related Servers Discussions Admin

Python

Local

run_setoolkit

Drive scripted social engineering attacks using the Social-Engineer Toolkit with customizable targets and attack types.

Instructions

Drive the Social-Engineer Toolkit for a scripted attack scenario.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "target": "<target>"
    },
    "name": "run_setoolkit"
  }
}

Input Schema

Name	Required	Description	Default
`target`	Yes	Target for the SE attack.
`attack_type`	No	SET menu selection.	1

Schema Changelog

Changes observed during successful MCP inspections.

First observedv1.0.0Jul 10, 2026

TDQS

C2.4/5.0

Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, and the description does not disclose behavioral traits like potential destructiveness, interactive requirements, or network effects. The phrase 'scripted attack scenario' implies automation but is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence and avoids verbosity, but it is overly brief and lacks key details, making it less useful despite its brevity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema exists, and the description fails to explain what happens after execution (e.g., output files, logs, success indicators). For a tool with two parameters and a potentially complex behavioral profile, this is inadequate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and the description adds no additional meaning. It does not clarify the format or purpose of 'target' (e.g., IP, domain) or the meaning of 'attack_type' options beyond the schema defaults.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the Social-Engineer Toolkit but uses the vague verb 'Drive' and does not specify what action is performed (e.g., launch, configure). It partially distinguishes from siblings like run_nmap by mentioning 'scripted attack scenario' but lacks precision.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives such as run_exploit or run_sqlmap. No mention of prerequisites, scenarios, or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.