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UrbanDiver

Local DeepWiki MCP Server

by UrbanDiver

get_testability_metrics

Read-onlyIdempotent

Analyzes Python repositories to report test-to-code ratio, match test files to source modules, count assertions per test, and identify untested source files without prior indexing.

Instructions

Analyze testability metrics for a Python repository. Reports test-to-code ratio, matches test files to source modules, counts assertions per test, and identifies untested source files.

No prior indexing required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repo_pathYesPath to the repository
Behavior5/5

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

Annotations already declare readOnlyHint=true etc. The description adds specific behavioral details: reports test-to-code ratio, matches test files to modules, counts assertions, identifies untested files. No contradictions.

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?

Two sentences, front-loaded with key purpose. No superfluous words; each sentence adds value. Highly concise.

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

Completeness5/5

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

For a single-parameter tool with comprehensive annotations, the description covers all needed aspects: what metrics are computed, no indexing required. Completeness is high even without output schema.

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?

Only one parameter 'repo_path' with schema description 'Path to the repository'. The description does not add format or examples. Schema coverage is 100%, so baseline is appropriate.

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 tool analyzes testability metrics for Python repos, listing specific reports (test-to-code ratio, assertion counts, etc.). It distinguishes from siblings like get_coverage or get_complexity_metrics which focus on other aspects.

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 includes 'No prior indexing required' which is helpful usage context. It implies use when testability analysis is needed but does not explicitly contrast with alternatives or state when not to use.

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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