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utenadev

Agent Factory MCP

by utenadev

register_cli_tool

Register any CLI command as an AI-accessible tool with optional persona configuration.

Instructions

Dynamically register a CLI tool as an MCP tool. The tool must be available in PATH.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
aliasNoOptional alias for the tool (defaults to 'ask-{command}')
commandYesThe CLI command to register (e.g., 'ollama', 'git')
persistNoWhether to save to ai-tools.json (default: false)
descriptionNoCustom description for the tool
systemPromptNoSystem prompt for AI agent persona configuration
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It mentions dynamic registration but does not disclose side effects, permissions, or potential conflicts. The description is insufficient for a mutation tool.

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

Conciseness4/5

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

The description is a single, concise sentence that efficiently conveys the core purpose and a key condition. It is front-loaded and contains no unnecessary words.

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?

With 5 parameters, no output schema, and no annotations, the description is too minimal. It does not explain what 'registering' entails, the effect on the environment, or what the tool returns, leaving significant gaps for an AI agent.

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

Parameters3/5

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

Schema description coverage is 100%, so the schema already documents all parameters. The description adds no additional meaning beyond the schema, meeting the baseline expectation.

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

Purpose5/5

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

The description clearly states the action ('register') and the resource ('CLI tool as an MCP tool'), and includes a prerequisite. Sibling tools are distinctly different, so no confusion.

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

Usage Guidelines4/5

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

The description explains when to use the tool (to register a CLI tool) and notes a key requirement (must be in PATH). However, it does not provide explicit when-not-to-use scenarios or alternative tools, though siblings are unrelated.

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

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