Skip to main content
Glama
voxmenthe

Search Tools MCP Server

by voxmenthe

coderank_analysis

Rank code repository modules by importance using CodeRank to pinpoint critical code for focused analysis.

Instructions

Analyze repository importance using CodeRank algorithm to identify critical modules.

Args: repo_path: Path to the repository (absolute path) external_modules: Comma-separated list of external modules to track top_n: Number of top modules to return analyze_markdown: Include markdown files in analysis output_format: "summary" for key results, "detailed" for full analysis, "json" for machine-readable

Returns: Ranked list of most important modules with scores

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
top_nNo
repo_pathYes
output_formatNosummary
analyze_markdownNo
external_modulesNogoogle,genai,langchain,langgraph,dspy,agn,torch,numpy
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 doesn't disclose whether this is a read-only operation, any required permissions, or potential side effects. While it describes the return value, this is insufficient to understand the tool's behavioral profile.

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 well-structured with a concise first sentence that captures the purpose, followed by a clear Args section and a Returns section. Every line provides useful information without redundancy or fluff.

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

Completeness4/5

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

The description covers purpose, all parameters, and the return value. However, it lacks information about when to use the tool, any limitations, or behavioral expectations. Given the absence of annotations and output schema, this is a minor gap, but the tool is relatively simple.

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?

Schema description coverage is 0%, but the description compensates well by explaining each parameter in the Args section, including types and intended use (e.g., absolute path for repo_path, comma-separated list for external_modules, format options for output_format). This adds significant value beyond the schema.

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 it analyzes repository importance using the CodeRank algorithm to identify critical modules, providing a specific verb and resource. It distinguishes itself from sibling tools by referencing a specific algorithm, though it doesn't explicitly contrast with similar hotspot analysis tools.

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

Usage Guidelines3/5

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

The description implies usage when repository importance is needed but gives no explicit guidance on when to use this tool versus alternatives, nor does it mention any exclusions or prerequisites. The context is clear enough for a basic understanding but lacks comparative guidance.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/voxmenthe/search-tools-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server