ahk-mcp

AHK_Prompts

Read-onlyIdempotent

Access built-in AutoHotkey v2 prompt templates to generate code and learn scripting techniques through structured examples.

Instructions

AHK Prompts Returns a set of built-in AHK v2 prompt templates for code generation and learning.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

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

Input Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections.

First observedv2.0.0Feb 21, 2026

TDQS

B3.1/5.0

Behavior3/5

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

Annotations indicate readOnlyHint=true and idempotentHint=true, covering safety and idempotency. The description adds that it returns 'built-in' templates, implying no external data or modifications, which provides some context. However, it lacks details on rate limits, authentication needs, or output format, resulting in moderate transparency beyond annotations.

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 two sentences, front-loaded with the main purpose, and avoids unnecessary details. It is appropriately sized for a simple tool, though it could be slightly more structured to enhance clarity.

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

Completeness3/5

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

Given the tool has 0 parameters, annotations for safety, but no output schema, the description is somewhat complete but lacks details on the return format (e.g., structure of templates). It adequately covers the basic function but could benefit from more context about the output.

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

Parameters4/5

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

The input schema has 0 parameters with 100% coverage, so no parameter documentation is needed. The description does not mention parameters, which is appropriate, earning a baseline score of 4 for not introducing confusion or redundancy.

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 states the tool 'Returns a set of built-in AHK v2 prompt templates for code generation and learning,' which specifies the verb ('Returns') and resource ('built-in AHK v2 prompt templates'). However, it does not differentiate from sibling tools like AHK_Doc_Search or AHK_Tools_Search, which might also return information, making the purpose somewhat vague in context.

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?

The description provides no guidance on when to use this tool versus alternatives. It does not mention any context, prerequisites, or exclusions, leaving the agent without direction on its appropriate application among the many sibling tools.

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