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MCP Gemini API Server

by techkwon

analyze_directory

Evaluate and process directory contents based on a specified prompt, with options for recursive analysis, timeout, and output size limits, using Gemini CLI capabilities.

Instructions

Analyze a directory with a given prompt using Gemini CLI

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dirYesDirectory path to analyze
maxOutputKBNoMaximum output size in KB (optional)
promptYesQuestion or instruction for analysis
recursiveNoWhether to analyze recursively
timeoutNoTimeout in seconds (optional)
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It mentions the tool uses 'Gemini CLI' but doesn't explain what this entails—such as potential side effects, error handling, or output format. For a tool with 5 parameters and no annotations, this is a significant gap in transparency.

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

Conciseness5/5

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

The description is a single, efficient sentence that front-loads the core purpose without unnecessary details. Every word earns its place, making it highly concise and well-structured.

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?

Given the complexity of 5 parameters, no annotations, and no output schema, the description is incomplete. It lacks information on behavioral traits, output expectations, and differentiation from siblings, making it inadequate for a tool of this complexity.

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?

The schema description coverage is 100%, meaning all parameters are documented in the input schema. The description adds no additional parameter semantics beyond what's already in the schema, so it meets the baseline of 3 without compensating for any gaps.

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

Purpose4/5

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

The description clearly states the action ('analyze a directory') and the method ('using Gemini CLI'), which provides a specific verb+resource combination. However, it doesn't explicitly distinguish this tool from sibling tools like 'analyze_files' or 'raw_prompt', which would be needed for a score of 5.

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 like 'analyze_files' or 'raw_prompt'. There's no mention of prerequisites, context, or exclusions, leaving the agent with minimal usage direction.

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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