ahk-mcp

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

The description doesn't add meaningful behavioral context beyond what annotations provide. Annotations indicate destructiveHint=true, which already warns of potential destructive effects. The description mentions 'process' and 'execute detected actions', aligning with the destructive hint but not elaborating on specific risks (e.g., file modifications, system changes). No additional context like rate limits or auth needs is provided.

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

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

The description is brief and front-loaded with the core purpose in two sentences. However, the first sentence 'Ahk process request' is redundant with the tool name and adds no value, slightly reducing efficiency.

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

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

Given the tool's complexity (processing AutoHotkey scripts with destructive potential), lack of output schema, and many sibling tools, the description is inadequate. It doesn't explain what 'process' entails, expected outcomes, or how it differs from similar tools, leaving significant gaps for an AI agent to understand proper usage.

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

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

Schema description coverage is 100%, so parameters are well-documented in the schema itself. The description doesn't add any semantic details about parameters beyond implying they relate to 'file paths and instructions'. This meets the baseline of 3 when schema coverage is high.

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

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

The description states the tool 'Process user requests that contain file paths and instructions for AutoHotkey scripts', which provides a general purpose (processing requests for AutoHotkey scripts). However, it's vague about what 'process' entails (execution, analysis, etc.) and doesn't distinguish this from sibling tools like AHK_Analyze or AHK_Workflow_Analyze_Fix_Run that might handle similar inputs.

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

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

No guidance is provided on when to use this tool versus alternatives. With many sibling tools (e.g., AHK_Analyze, AHK_File_Edit, AHK_Workflow_Analyze_Fix_Run) that might overlap in functionality, the description offers no context about appropriate use cases, prerequisites, or exclusions.

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